<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="review-article" dtd-version="2.3">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2021.770461</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>An Overview of the Genetics and Genomics of the <italic>Urochloa</italic> Species Most Commonly Used in Pastures</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ferreira</surname>
<given-names>Rebecca Caroline Ulbricht</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/674390/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Costa Lima Moraes</surname>
<given-names>Aline da</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/829307/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chiari</surname>
<given-names>Lucimara</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sime&#x00E3;o</surname>
<given-names>Rosangela Maria</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1268889/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vigna</surname>
<given-names>Bianca Baccili Zanotto</given-names>
</name>
<xref rid="aff3" ref-type="aff"><sup>3</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/605435/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>de Souza</surname>
<given-names>Anete Pereira</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<xref rid="aff4" ref-type="aff"><sup>4</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/335774/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Center for Molecular Biology and Genetic Engineering (CBMEG), University of Campinas (UNICAMP)</institution>, <addr-line>Campinas</addr-line>, <country>Brazil</country></aff>
<aff id="aff2"><sup>2</sup><institution>Embrapa Gado de Corte, Brazilian Agricultural Research Corporation</institution>, <addr-line>Campo Grande</addr-line>, <country>Brazil</country></aff>
<aff id="aff3"><sup>3</sup><institution>Embrapa Pecu&#x00E1;ria Sudeste, Brazilian Agricultural Research Corporation</institution>, <addr-line>S&#x00E3;o Carlos</addr-line>, <country>Brazil</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Plant Biology, Biology Institute, University of Campinas (UNICAMP)</institution>, <addr-line>Campinas</addr-line>, <country>Brazil</country></aff>
<author-notes>
<fn id="fn1" fn-type="edited-by">
<p>Edited by: Byoung-Cheorl Kang, Seoul National University, South Korea</p>
</fn>
<fn id="fn2" fn-type="edited-by">
<p>Reviewed by: Margaret L. Worthington, University of Arkansas, United States; Milind B. Ratnaparkhe, ICAR Indian Institute of Soybean Research, India</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Anete Pereira de Souza, <email>anete@unicamp.br</email></corresp>
<fn id="fn3" fn-type="other">
<p>This article was submitted to Plant Breeding, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>770461</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Ferreira, Moraes, Chiari, Sime&#x00E3;o, Vigna and de Souza.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Ferreira, Moraes, Chiari, Sime&#x00E3;o, Vigna and de Souza</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Pastures based on perennial monocotyledonous plants are the principal source of nutrition for ruminant livestock in tropical and subtropical areas across the globe. The <italic>Urochloa</italic> genus comprises important species used in pastures, and these mainly include <italic>Urochloa brizantha</italic>, <italic>Urochloa decumbens</italic>, <italic>Urochloa humidicola</italic>, and <italic>Urochloa ruziziensis</italic>. Despite their economic relevance, there is an absence of genomic-level information for these species, and this lack is mainly due to genomic complexity, including polyploidy, high heterozygosity, and genomes with a high repeat content, which hinders advances in molecular approaches to genetic improvement. Next-generation sequencing techniques have enabled the recent release of reference genomes, genetic linkage maps, and transcriptome sequences, and this information helps improve our understanding of the genetic architecture and molecular mechanisms involved in relevant traits, such as the apomictic reproductive mode. However, more concerted research efforts are still needed to characterize germplasm resources and identify molecular markers and genes associated with target traits. In addition, the implementation of genomic selection and gene editing is needed to reduce the breeding time and expenditure. In this review, we highlight the importance and characteristics of the four main species of <italic>Urochloa</italic> used in pastures and discuss the current findings from genetic and genomic studies and research gaps that should be addressed in future research.</p>
</abstract>
<kwd-group>
<kwd><italic>Brachiaria</italic></kwd>
<kwd>genetic studies</kwd>
<kwd>genomic tools</kwd>
<kwd>molecular breeding</kwd>
<kwd>tropical forage grasses</kwd>
</kwd-group>
<contract-sponsor id="cn1">Coordena&#x00E7;&#x00E3;o de Aperfei&#x00E7;oamento de Pessoal de N&#x00ED;vel Superior<named-content content-type="fundref-id">10.13039/501100002322</named-content></contract-sponsor>
<contract-sponsor id="cn2">Conselho Nacional de Desenvolvimento Cient&#x00ED;fico e Tecnol&#x00F3;gico<named-content content-type="fundref-id">10.13039/501100003593</named-content>
</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="224"/>
<page-count count="22"/>
<word-count count="21944"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p><italic>Urochloa</italic> P. Beauv. comprises important species used as forage in subtropical and tropical regions (<xref ref-type="bibr" rid="ref141">Renvoize et al., 1996</xref>) and is mainly represented by <italic>Urochloa brizantha</italic> (Hochst. ex A. Rich.) R.D. Webster (syn. <italic>Brachiaria brizantha</italic> Hochst. ex A. Rich), <italic>Urochloa decumbens</italic> (Stapf) R.D. Webster (syn. <italic>Brachiaria decumbens</italic> Stapf), <italic>Urochloa ruziziensis</italic> (R. Germ. &#x0026; Evrard) Crins (syn. <italic>Brachiaria ruziziensis</italic> R. Germ &#x0026; Evrard), and <italic>Urochloa humidicola</italic> (Rendle) Morrone &#x0026; Zuloaga (syn. <italic>Brachiaria humidicola</italic> Rendle; <xref ref-type="bibr" rid="ref189">Torres Gonz&#x00E1;lez and Morton, 2005</xref>). These four species are the species considered in this review (<xref rid="fig1" ref-type="fig">Figure 1</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Main <italic>Urochloa</italic> species most commonly used in tropical pastures. <bold>(A)</bold> <italic>Urochloa ruziziensis</italic>, <bold>(B)</bold> <italic>U. humidicola</italic> cv. Tupi, <bold>(C)</bold> <italic>U. decumbens</italic> cv. Basilisk, and <bold>(D)</bold> <italic>U. brizantha</italic> cv. Piat&#x00E3;. Source of the photographs: Embrapa.</p>
</caption>
<graphic xlink:href="fpls-12-770461-g001.tif"/>
</fig>
<p>These species are native to East and Central Africa and were introduced to tropical America in the 1960s. Due to their rusticity, adaptability to areas of low fertility, tolerance to cattle trampling, good carrying capacity, and nutritional value, these species have become the main tropical forage grasses cultivated in the world and currently occupy a prominent position in the economic sector related to the seed and beef/milk markets (<xref ref-type="bibr" rid="ref72">Jank et al., 2014</xref>). In addition, these grasses provide a reduction in production costs and are the most economical alternative in ruminant feeding in Brazil and worldwide (<xref ref-type="bibr" rid="ref142">Ribeiro et al., 2016</xref>).</p>
<p>Currently, climate change and human population growth are increasing the demand for the global production of foods (<xref ref-type="bibr" rid="ref114">Montagu, 2020</xref>), including milk and meat. Given this scenario, investment in genomic research to develop advanced breeding resources and tools is necessary to support the rapid and continuous development of improved tropical forage grasses to be used in pastures to feed livestock (<xref ref-type="bibr" rid="ref131">Pereira et al., 2018</xref>; <xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>).</p>
<p>Compared with other important grasses, such as wheat and rice, the genetic and genomic knowledge of <italic>Urochloa</italic> species used in pastures remains restricted. For instance, the application of marker-assisted selection (MAS) is still limited in breeding programs, and only two sequenced genomes of diploid genotypes of <italic>U. ruziziensis</italic> are currently available (accessed on June 17, 2021<xref rid="fn0001" ref-type="fn"><sup>1</sup></xref>; <xref ref-type="bibr" rid="ref136">Pessoa-Filho et al., 2019</xref>; <xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>). Some intrinsic characteristics, including the reproductive mode and polyploidy, as well as limited budgets and the relatively recent breeding programs directly contribute to this scenario (<xref ref-type="bibr" rid="ref131">Pereira et al., 2018</xref>). In addition, each species has its own characteristics and specific needs, and thus, these different species require the application of different strategies and methods, as well as specialized research teams.</p>
<p>Despite the above-mentioned findings, the advancement of genomic technologies, such as large-scale genotyping, efficient computational resources, and appropriate statistical methods, has allowed a considerable increase in the genomic knowledge of <italic>Urochloa</italic> species as well as other polyploid crops in recent years. Fortunately, this knowledge is expected to be further deepened by combining multiomics strategies, including phenomics and transcriptomics, with machine learning and artificial intelligence approaches (<xref ref-type="bibr" rid="ref63">Haas et al., 2017</xref>; <xref ref-type="bibr" rid="ref198">Varshney et al., 2021</xref>). Consequently, there is great potential for more productive cultivars with high nutritional quality, resistance to pests, and diseases and tolerance to abiotic stresses to be launched more quickly, efficiently, and sustainably in the near future.</p>
<p>In this review, we summarize the importance and main characteristics of tropical forage grasses of the <italic>Urochloa</italic> genus used in pastures, as well the advancement of genomic resources, including molecular markers, transcriptome sequences, genome references, genomic regions of interest, and the status of molecular breeding. Our goal is to share the main information with the scientific community and breeders to increase the knowledge of the available genetic resources and expose the existing gaps that need to be filled to achieve greater genetic gains and increase the efficiency of molecular breeding.</p>
</sec>
<sec id="sec2">
<title>Economic Importance of Tropical Forage Grasses</title>
<p>Pastures have a great impact on the world&#x2019;s economy. The livestock sector and associated market chains employ 1.3 billion people worldwide and contribute to the livelihoods of 600 million smallholder farmers (<xref ref-type="bibr" rid="ref186">Thornton, 2010</xref>). Two (milk and beef) of the five agricultural commodities with the highest global economic value are directly related to cattle livestock, which evidences the high aggregated value of these important global assets (<xref ref-type="bibr" rid="ref139">Rao et al., 2015</xref>). According to the Food and Agriculture Organization of the United Nations (FAO), the gross production value (GPV) of cattle meat and milk from whole fresh cows was estimated to have exceeded $493 billion in 2018.<xref rid="fn0002" ref-type="fn"><sup>2</sup></xref></p>
<p>Forage grasslands, which are used to feed livestock, are estimated to represent 68% of the total agricultural area, which corresponds to one quarter of the global land area (<xref ref-type="bibr" rid="ref503">Gordon, 2018</xref>, see footnote 2). Such crops are economically significant to all world regions, but tropical forage grasses are mainly grown in Africa and South America (<xref ref-type="bibr" rid="ref96">Maass et al., 2015</xref>). In 2018, the land area under permanent meadows and pastures in Africa was estimated to have exceeded 842 Mha, and livestock contributes mainly to the livelihoods of small farmers and poor rural families (<xref ref-type="bibr" rid="ref3">Adnew et al., 2021</xref>). In total, African cattle herds are estimated to have more than 361 million heads with an annual production of more than 6 million tons of meat (2018, see footnote 2).</p>
<p>The South American grasslands include Brazil, southern Paraguay, northeastern Argentina, and all of Uruguay, and the land area under permanent meadows and pasture is estimated to be more than 439 Mha (see footnote 2). Brazil has more than 149 Mha of areas that are destined for pastures, and the Brazilian cattle herd, which comprises more than 214 million heads, is one of the largest commercial cattle herds in the world and represents almost 60% of the South American cattle herds. In 2019, South America produced 16 million tons of beef and exported 96 thousand tons, with an exportation value of $338 million (see footnote 2).</p>
<p>Tropical forage seeds also impact the South American economy because Brazil is the largest producer, consumer and exporter of this product. In this scenario, the seed market of tropical forage grasses in Brazil is a business that amounts to more than $200 million a year. The legal trade deals with 120 thousand tons of pure and viable seeds each year, and more than 74% of these seeds belong to <italic>Urochloa</italic> spp. Of this total, more than 20% of the seeds are exported, and their main destinations are Latin America (particularly Mexico, Colombia, and Venezuela), Africa, and Asia (<xref ref-type="bibr" rid="ref72">Jank et al., 2014</xref>).</p>
<p>The competitiveness of the South American livestock system in both the domestic and international markets consists of meat production being based on a pasture system. Compared with a confined cattle system, this system requires less investment and has a lower maintenance cost, and the system also provides comfort and animal welfare and ensures better meat quality and increased food security. The international scenario consisting of an increased demand for quality meat and the record number of health problems in countries that traditionally export this product have allowed Brazil to consolidate itself in the international market (<xref ref-type="bibr" rid="ref73">Jank et al., 2011</xref>).</p>
<p>The human global population currently equals approximately 7.8 billion and is likely to increase to 9&#x2013;10 billion in the next 30&#x2009;years, which would consequently require an increase in the production of meat, milk, and other livestock products (<xref ref-type="bibr" rid="ref41">de Oliveira Silva et al., 2016</xref>; <xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>). However, the conversion of land to support livestock occurs at the expense of land that is currently used by crops, forests, and native vegetation. Additionally, the arable land available for food production will decrease to 0.15&#x2009;ha per person, and climate changes during the next 50&#x2009;years pose a threat to the productive efficacy and welfare of livestock across the globe (<xref ref-type="bibr" rid="ref29">Britt et al., 2018</xref>). This scenario imposes a number of challenges on livestock management worldwide: increasing productivity, changing soil and pasture management, and focusing on improving the productive potential of the areas. However, despite the great effort exerted by world research institutions toward the release of new forage grass cultivars, the number of commercial cultivars available and effectively used in pastures remains low (<xref ref-type="bibr" rid="ref73">Jank et al., 2011</xref>; <xref rid="tab1" ref-type="table">Table 1</xref>), particularly compared with that of other plants of economic importance. For example, for coffee (<italic>Coffea arabica</italic>), which is also a polyploid perennial species, 137 cultivars are registered with the Brazilian Ministry of Agriculture, Livestock and Supply, whereas only 30 cultivars of <italic>Urochloa</italic> pasture species are available (<xref ref-type="bibr" rid="ref97">MAPA, 2021</xref>).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Commercially available <italic>Urochloa</italic> cultivars in the world.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Cultivar</th>
<th align="left" valign="top">Species</th>
<th align="left" valign="top">Release year</th>
<th align="left" valign="top">Institution</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char=".">Kennedy</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. ruziziensis</italic></td>
<td align="char" valign="top" char="&#x00B1;">1966</td>
<td align="char" valign="top" char="&#x00B1;"><italic>QHPLC</italic></td>
</tr>
<tr>
<td align="char" valign="top" char=".">Marandu</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">1984</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">La Libertad (MG-4)</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">1987</td>
<td align="char" valign="top" char="&#x00B1;">ICA</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Basilisk</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. decumbens</italic></td>
<td align="char" valign="top" char="&#x00B1;">1996</td>
<td align="char" valign="top" char="&#x00B1;">CSIR (now CSIRO)</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Mulato I</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic> and <italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2000</td>
<td align="char" valign="top" char="&#x00B1;">CIAT</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Xara&#x00E9;s</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2003</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Mulato II</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic>, <italic>U. brizantha</italic> and <italic>U. decumbens</italic></td>
<td align="char" valign="top" char="&#x00B1;">2005</td>
<td align="char" valign="top" char="&#x00B1;">CIAT</td>
</tr>
<tr>
<td align="char" valign="top" char=".">BRS Piat&#x00E3;</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2006</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">BRS Tupi</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. humidicola</italic></td>
<td align="char" valign="top" char="&#x00B1;">2009</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">BRS Paiagu&#x00E1;s</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2013</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Mixe Drwn 12</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic> and <italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2013</td>
<td align="char" valign="top" char="&#x00B1;">Bramixe, S.A. de C.v</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Mixe LN 45</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic> and <italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2013</td>
<td align="char" valign="top" char="&#x00B1;">Bramixe, S.A. de C.v</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Bra&#x00FA;na MG 13</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2014</td>
<td align="char" valign="top" char="&#x00B1;">Com&#x00E9;rcio e Ind&#x00FA;stria Matsuda Importadora e Exportadora LTDA</td>
</tr>
<tr>
<td align="char" valign="top" char=".">BRS RB331 Ipypor&#x00E3;</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic> and <italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2017</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">BRS Ybat&#x00E9;</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2020</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">BRS Integra</td>
<td align="char" valign="top" char="&#x00B1;"><italic>U. ruziziensis</italic></td>
<td align="char" valign="top" char="&#x00B1;">2020</td>
<td align="char" valign="top" char="&#x00B1;">Embrapa</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Cayana</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic> and <italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2020</td>
<td align="char" valign="top" char="&#x00B1;">Barenbrug do Brasil Sementes LTDA</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Convert 330</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic> and <italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2021</td>
<td align="char" valign="top" char="&#x00B1;">Barenbrug do Brasil Sementes LTDA</td>
</tr>
<tr>
<td align="char" valign="top" char=".">BARG156 780&#x2009;J</td>
<td align="char" valign="top" char="&#x00B1;">Hybrid of <italic>U. ruziziensis</italic> and <italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">2021</td>
<td align="char" valign="top" char="&#x00B1;">Barenbrug do Brasil Sementes LTDA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Source: Embrapa and MAPA. <italic>CIAT, International Center for Tropical Agriculture; CSIR, Council for Scientific and Industrial Research, now CSIRO; CSIRO, Commonwealth Scientific and Industrial Research Organization; Embrapa, Brazilian Agricultural Research Corporation; ICA, Institute of Agricultural Sciences at the Federal University of Minas Gerais; MAPA, Brazilian Ministry of Agriculture, Livestock and Supply; QHPLC, Queensland Herbage Plant Liaison Committee</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>The current <italic>Urochloa</italic> spp. breeding programs focus on the development of new technologies capable of positively impacting livestock in tropical regions, which have lower inputs of resources (water, energy, fertilizers, and pesticides). The related efforts should include the development of traditional and modern breeding techniques, including genomic and phenomic tools, to achieve the goals in a timely manner.</p>
</sec>
<sec id="sec3">
<title>Summary of Taxonomy and Biology</title>
<p><italic>Urochloa</italic> is a genus with approximately 135 species (<xref ref-type="bibr" rid="ref178">Stevens, 2001</xref>) that belong to the family Poaceae, subfamily Panicoideae, Paniceae tribe, and subtribe Melinidinae (<xref ref-type="bibr" rid="ref157">Salariato et al., 2010</xref>). Among the species that comprise this genus, some stand out for their agronomic and economic value and are used as pastures in tropical countries: <italic>Urochloa brizantha</italic>, <italic>U. decumbens</italic>, <italic>U. ruziziensis</italic>, and <italic>U. humidicola</italic>. Of these, <italic>U. brizantha</italic>, which grows in approximately 50 million hectares in Brazil, is the most commonly used forage grass in tropical pastures (<xref ref-type="bibr" rid="ref72">Jank et al., 2014</xref>).</p>
<p>The taxonomic aspects of <italic>Urochloa</italic> forage grasses are full of complications and ambiguities due the morphological characteristics adopted as a diagnosis of the genus. Initially, <xref ref-type="bibr" rid="ref190">Trinius (1826)</xref> considered these species to belong to a section of the <italic>Panicum</italic> genus, but at that time, the species were described as belonging to the genus <italic>Brachiaria</italic> due to its racemose primary branches (<xref ref-type="bibr" rid="ref61">Grisebach, 1853</xref>). Later, <xref ref-type="bibr" rid="ref141">Renvoize et al. (1996)</xref> classified the <italic>Brachiaria</italic> genus into nine groups based on the inflorescence and panicle morphology, and the most common commercial species were assigned to two taxonomic groups: Group 5, which consisted of <italic>B. brizantha</italic>, <italic>B. ruziziensis</italic>, and <italic>B. decumbens</italic>, and Group 6, which consisted of <italic>B. humidicola</italic> and <italic>B. dictyoneura</italic>.</p>
<p>The most important morphological characteristics considered to separate <italic>Brachiaria</italic> from other genera were the adaxial orientation of the spikelet and the racemose primary branches (<xref ref-type="bibr" rid="ref189">Torres Gonz&#x00E1;lez and Morton, 2005</xref>). However, the weakness of the characteristics used to separate <italic>Brachiaria</italic> from <italic>Urochloa</italic> was discussed (<xref ref-type="bibr" rid="ref210">Webster, 1987</xref>, <xref ref-type="bibr" rid="ref211">1988</xref>; <xref ref-type="bibr" rid="ref117">Morrone and Zuloaga, 1992</xref>, <xref ref-type="bibr" rid="ref118">1993</xref>; <xref ref-type="bibr" rid="ref8">Ashalatha and Nair, 1993</xref>; <xref ref-type="bibr" rid="ref200">Veldkamp, 1996</xref>), and the <italic>Brachiaria</italic> genus was restricted to species with disarticulation at the base of the upper anthecium and having a smooth and shiny muticous upper anthecium. Consequently, most species of the <italic>Brachiaria</italic> genus were reclassified as belonging to the <italic>Urochloa</italic> genus (e.g., <xref ref-type="bibr" rid="ref211">Webster, 1988</xref>; <xref ref-type="bibr" rid="ref117">Morrone and Zuloaga, 1992</xref>, <xref ref-type="bibr" rid="ref118">1993</xref>; <xref ref-type="bibr" rid="ref200">Veldkamp, 1996</xref>; <xref ref-type="bibr" rid="ref201">Veldkamp, 2004</xref>; <xref ref-type="bibr" rid="ref189">Torres Gonz&#x00E1;lez and Morton, 2005</xref>). In this review, we refer to these species as belonging to the <italic>Urochloa</italic> genus.</p>
<p><italic>Urochloa</italic> forage grasses are perennial monocotyledonous plants originally from Africa that are propagated both vegetatively and from seeds (<xref ref-type="bibr" rid="ref69">Hopkinson et al., 1996</xref>). Due to genetic plasticity, these plants are able to adapt to various soil and climate conditions and thus grow in a wide variety of habitats, ranging from swamps to light forest shades and semideserts, but mostly in savannas. These species have a high capacity for regrowth and high persistence in conditions of intense or frequent grazing. This capacity is directly related to the fact that these plants develop under strong pressure from the trampling of large animals, which are common in African savannas. In addition, tropical forage grasses show high rates of growth and biomass production due to the C4 photosynthetic pathway, which involves several biochemical and anatomical adjustments to accumulate additional CO<sub>2</sub> compared with C3 photosynthesis (<xref ref-type="bibr" rid="ref15">Batistoti et al., 2012</xref>).</p>
<p>Each commercial species has different strengths and weaknesses that need to be addressed through plant breeding. For example, <italic>U. decumbens</italic> was the first large-scale <italic>Urochloa</italic> cultivar planted in Brazil due to its excellent adaptation to acidic and nutrient-poor soils but is highly susceptible to spittlebugs attack such as <italic>Notozulia entreriana</italic> (Berg, 1879) (<xref ref-type="bibr" rid="ref192">Val&#x00E9;rio and Nakano, 1987</xref>, <xref ref-type="bibr" rid="ref193">1988</xref>, <xref ref-type="bibr" rid="ref194">1989</xref>; <xref ref-type="bibr" rid="ref68">Holmann and Peck, 2002</xref>). Currently, <italic>U. brizantha</italic> is the most representative of the cultivated pasture species in Brazil due to its greater resistance to spittlebugs (<xref ref-type="bibr" rid="ref72">Jank et al., 2014</xref>), but its main disadvantage is its low tolerance to poorly drained soils. <italic>U. humidicola</italic> is resistant to poorly drained soils but has low nutritional value and low seed production and is susceptible to rust infection. Moreover, <italic>U. ruziziensis</italic> has the best nutritional value; however, this species is susceptible to spittlebug and does not adapt to acidic soils or tolerate long dry periods (<xref ref-type="bibr" rid="ref138">Rao et al., 1996</xref>). More details of each species are shown in <xref rid="tab2" ref-type="table">Table 2</xref>.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>General characteristics of the main species of <italic>Urochloa</italic> used in pastures.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th/>
<th align="left" valign="top"><italic>U. brizantha</italic></th>
<th align="left" valign="top"><italic>U. decumbens</italic></th>
<th align="left" valign="top"><italic>U. humidicola</italic></th>
<th align="left" valign="top"><italic>U. ruziziensis</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char=".">Common name</td>
<td align="char" valign="top" char="&#x00B1;">Bread grass/Palisade grass</td>
<td align="char" valign="top" char="&#x00B1;">Signal grass</td>
<td align="char" valign="top" char="&#x00B1;">Koronivia grass</td>
<td align="char" valign="top" char="&#x00B1;">Congo grass/Ruzi grass</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Natural Distribution</td>
<td align="char" valign="top" char="&#x00B1;">Tropical Africa</td>
<td align="char" valign="top" char="&#x00B1;">Central and East Africa</td>
<td align="char" valign="top" char="&#x00B1;">East and South-East Africa</td>
<td align="char" valign="top" char="&#x00B1;">East of the Democratic Republic of the Congo; Rwanda and Burundi</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Chromosome number and ploidy level</td>
<td align="char" valign="top" char="&#x00B1;">2n&#x2009;=&#x2009;4x&#x2009;=&#x2009;36</td>
<td align="char" valign="top" char="&#x00B1;">2n&#x2009;=&#x2009;4x&#x2009;=&#x2009;36</td>
<td align="char" valign="top" char="&#x00B1;">2n&#x2009;=&#x2009;6x, 7x or 9x&#x2009;=&#x2009;36 to 54</td>
<td align="char" valign="top" char="&#x00B1;">2n&#x2009;=&#x2009;2x&#x2009;=&#x2009;18</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Genome Size (Gpb)</td>
<td align="char" valign="top" char="&#x00B1;">1.4</td>
<td align="char" valign="top" char="&#x00B1;">1.6</td>
<td align="char" valign="top" char="&#x00B1;">1.9</td>
<td align="char" valign="top" char="&#x00B1;">0.6</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Predominant reproductive system</td>
<td align="char" valign="top" char="&#x00B1;">Facultative apomixis</td>
<td align="char" valign="top" char="&#x00B1;">Facultative apomixis</td>
<td align="char" valign="top" char="&#x00B1;">Facultative apomixis</td>
<td align="char" valign="top" char="&#x00B1;">Sexual</td>
</tr>
<tr>
<td align="char" valign="top" char=".">General morphology</td>
<td align="char" valign="top" char="&#x00B1;">Rachis narrow, crescentic; spikelets borne in a single row; glumes and lower lemma with cartilaginous texture; erect, tufted growth habit and longer leaf blades; inflorescences with 2 to 12 racemes; height in the range of 1.5 to 2.5&#x2009;m.</td>
<td align="char" valign="top" char="&#x00B1;">Rachis ribbon-like; upper lemma nipped at the tip; spikelets borne in two rows; glumes and lower lemma with membranous texture; decumbent growth habitat and with lanceolate leaf blades; height in the range of 0.6 to 1&#x2009;m.</td>
<td align="char" valign="top" char="&#x00B1;">Rachis very narrow, almost triquetrous; upper lemma nipped at the tip; stoloniferous growth habit; wiry culms, and three racemes in the inflorescence; height up to 1&#x2009;m.</td>
<td align="char" valign="top" char="&#x00B1;">Rachis broadly winged; upper lemma striate; spikelets borne in two rows; glumes and lower lemma with a membranous texture; decumbent habitat with lanceolate leaf blades; inflorescences with 3 to 6 racemes.</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Positive attributes</td>
<td align="char" valign="top" char="&#x00B1;">High productivity; tolerance to spittlebugs; drought resistance; good quality forage; ability to grow in shade.</td>
<td align="char" valign="top" char="&#x00B1;">Good performance under shade; high productivity under intense use; tolerance to aluminum; low fertility; good forage quality.</td>
<td align="char" valign="top" char="&#x00B1;">Adaptation to low-fertility and flood soils; some spittlebug resistance; strongly stoloniferous habit with ability to root at stolon nodes.</td>
<td align="char" valign="top" char="&#x00B1;">Fast growth early in the wet season; high seed production potential; good quality forage; ease of establishment.</td>
</tr>
<tr>
<td align="char" valign="top" char=".">Negative attributes</td>
<td align="char" valign="top" char="&#x00B1;">Need for moderately fertile soils; low adaptation to poorly drained soils; susceptibility to foliar blight.</td>
<td align="char" valign="top" char="&#x00B1;">Susceptibility to spittlebug and foliar blight; toxin production (sporidesmin); low adaptation to poorly drained soils.</td>
<td align="char" valign="top" char="&#x00B1;">Low seed production at low altitudes; low dry matter digestibility; susceptibility to rust infection.</td>
<td align="char" valign="top" char="&#x00B1;">Low competitiveness with weeds; susceptible to spittlebug and foliar blight; need for well-drained fertile soils.</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>The data are based on the information provided by <xref ref-type="bibr" rid="ref138">Rao et al. (1996)</xref>, <xref ref-type="bibr" rid="ref141">Renvoize et al. (1996)</xref> and <xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al. (2021)</xref>.</p>
</table-wrap-foot>
</table-wrap>
<p>In addition, the above-mentioned species present some biological challenges that need to be better understood, and these include variable chromosomal behavior, different modes of inheritance (disomic, polysomic or a mixture of both as in segmental allopolyploids), highly heterozygous and high-repeat-content genomes, and variable levels of ploidy and reproductive modes (apomictic and sexual) within the same species. Breeding programs depend on this knowledge to perform intra- and interspecific crosses that generate fertile hybrids with the aim of releasing new cultivars. These aspects are covered in more detail in the following sections.</p>
</sec>
<sec id="sec4">
<title>Germplasm Resources</title>
<p>A germplasm bank is a living collection of the entire genetic heritage of a species. This collection aims to preserve the genetic variability of important crops and offers opportunities for research that characterize phenotypic and genetic variations (<xref ref-type="bibr" rid="ref109">Migicovsky et al., 2019</xref>). Thus, the availability of and access to the germplasm resources of <italic>Urochloa</italic> spp. are vital for the development of new cultivars with superior agronomic and nutritional qualities, improved adaptation to environments, and greater resistance to pests and pathogens.</p>
<p>Throughout the world, seven important <italic>Urochloa</italic> germplasm collections are maintained in the field, mainly due to the difficulty in preserving the materials from the seeds. These collections constitute a huge gene pool, accounting for 987 accessions of 33 described species, and are located at the International Center for Tropical Agriculture &#x2013; CIAT (601 accessions; <xref ref-type="bibr" rid="ref191">Trivi&#x00F1;o et al., 2017</xref>), International Livestock Centre for Africa &#x2013; ILCA (520 accessions; <xref ref-type="bibr" rid="ref82">Keller-Grein et al., 1996</xref>), Brazilian Agricultural Research Corporation &#x2013; Embrapa (455 accessions; <xref ref-type="bibr" rid="ref197">Valle et al., 2008</xref>), Australian Tropical Forage Genetic Resource Center &#x2013; ATFGRC/CSIRO (177 accessions), United States Department of Agriculture - USDA (90 accessions), National Genebank of Kenya &#x2013; GBK (51 accessions), and Roodeplaat Pasteur Institute/African Research Council &#x2013; RGI/ARC (39 accessions; <xref ref-type="bibr" rid="ref82">Keller-Grein et al., 1996</xref>).</p>
<p>One of the largest germplasm banks is located at Embrapa Beef Cattle, Brazil, and is composed of 14 African species of <italic>Urochloa</italic> imported from the International Center for Tropical Agriculture (CIAT) in Cali, Colombia (<xref ref-type="bibr" rid="ref82">Keller-Grein et al., 1996</xref>). These species of <italic>Urochloa</italic> include the four main species with the greatest agronomic value for use in pastures: <italic>U. brizantha</italic> (226 accessions), <italic>U. decumbens</italic> (52 accessions), <italic>U. humidicola</italic> (58 accessions), and <italic>U. ruziziensis</italic> (25 accessions).</p>
<p>The Embrapa collection has been evaluated in terms of morphological and agronomic characteristics, reproductive mode (apomictic or sexual), cytogenetics, and genetic diversity, this one mainly involving the use of molecular markers. (e.g., <xref ref-type="bibr" rid="ref196">Valle and Savidan, 1996</xref>; <xref ref-type="bibr" rid="ref104">Mendes-Bonato et al., 2002a</xref>,<xref ref-type="bibr" rid="ref103">b</xref>; <xref ref-type="bibr" rid="ref24">Boldrini et al., 2006</xref>; <xref ref-type="bibr" rid="ref146">Risso-Pascotto et al., 2006</xref>;<xref ref-type="bibr" rid="ref121">Nielen et al., 2009</xref>; <xref ref-type="bibr" rid="ref7">Ambiel et al., 2010</xref>; <xref ref-type="bibr" rid="ref78">Jungmann et al., 2010</xref>; <xref ref-type="bibr" rid="ref12">Azevedo et al., 2011</xref>; <xref ref-type="bibr" rid="ref21">Boldrini et al., 2011a</xref>; <xref ref-type="bibr" rid="ref205">Vigna et al., 2011a</xref>; <xref ref-type="bibr" rid="ref55">Garcia et al., 2013</xref>; <xref ref-type="bibr" rid="ref134">Pessoa-Filho et al., 2015</xref>; <xref ref-type="bibr" rid="ref160">Santos et al., 2015a</xref>; <xref ref-type="bibr" rid="ref42">de Paula et al., 2017</xref>; <xref ref-type="bibr" rid="ref175">Souza et al., 2018</xref>; <xref ref-type="bibr" rid="ref34">Corr&#x00EA;a et al., 2020</xref>; <xref ref-type="bibr" rid="ref40">Moraes et al., 2021</xref>). Based on morphological and agronomic traits, <italic>U. brizantha</italic> exhibited the greatest variation, which reflects the larger number of accessions and the greater inherent genetic variability. However, the characterization of morphological variability is limited due to the difficulty in characterizing some phenotypes as well as the phenotypic plasticity found in polyploids and species that form an agamic complex, such as <italic>Urochloa</italic> grasses. According to <xref ref-type="bibr" rid="ref16">Bayer (1987)</xref>, an agamic complex is represented by a group of species that includes sexual diploids and polyploids among facultative or obligate apomicts, which are largely the result of various hybridizations among sexual diploid and polyploid members.</p>
<p>Most of the accessions in the Embrapa collection are polyploid and apomictic with the exception of <italic>U. ruziziensis</italic>, which only includes diploid and sexual accessions (<xref ref-type="bibr" rid="ref196">Valle and Savidan, 1996</xref>). <xref ref-type="bibr" rid="ref179">Swenne et al. (1981)</xref> used colchicine to create sexual tetraploid <italic>U. ruziziensis</italic> genotypes that are important in interspecific crosses with tetraploid apomictic accessions of <italic>U. decumbens</italic> and <italic>U. brizantha</italic>. These tetraploidized genotypes became part of the basis of the breeding program at Embrapa and allowed release of the first commercial interspecific hybrid of <italic>Urochloa</italic> spp., which is known as BRS Ipypor&#x00E3; (<italic>U. ruziziensis</italic> x <italic>U. brizantha</italic>; <xref rid="tab1" ref-type="table">Table 1</xref>). Additionally, through the use of colchicine, diploid sexual accessions of <italic>U. decumbens</italic> from the Embrapa collection have been duplicated (<xref ref-type="bibr" rid="ref170">Simioni and Valle, 2009</xref>) and used in crossings within the species itself and with <italic>U. brizantha</italic> (<xref ref-type="bibr" rid="ref115">Monteiro et al., 2016</xref>).</p>
<p>Cytogenetic characterization studies with this <italic>Urochloa</italic> collection started in 1998 at State University of Maringa. Cytogenetic analyses, such as the evaluation of chromosomal behavior in all phases of meiosis and counting the number of chromosomes, have already been performed with accessions of <italic>U. brizantha</italic> (<xref ref-type="bibr" rid="ref104">Mendes-Bonato et al., 2002a</xref>; <xref ref-type="bibr" rid="ref151">Risso-Pascotto et al., 2003a</xref>; <xref ref-type="bibr" rid="ref129">Pagliarini et al., 2012</xref>), <italic>U. decumbens</italic> (<xref ref-type="bibr" rid="ref145">Risso-Pascotto et al., 2002</xref>; <xref ref-type="bibr" rid="ref103">Mendes-Bonato et al., 2002b</xref>; <xref ref-type="bibr" rid="ref80">Junqueira-Filho et al., 2003</xref>; <xref ref-type="bibr" rid="ref143">Ricci et al., 2010</xref>, <xref ref-type="bibr" rid="ref144">2011</xref>), <italic>U. ruziziensis</italic> (<xref ref-type="bibr" rid="ref147">Risso-Pascotto et al., 2003b</xref>, <xref ref-type="bibr" rid="ref508">2005</xref>), and <italic>U. humidicola</italic> (<xref ref-type="bibr" rid="ref24">Boldrini et al., 2006</xref>; <xref ref-type="bibr" rid="ref1">Adamowski et al., 2007</xref>; <xref ref-type="bibr" rid="ref21">Boldrini et al., 2011a</xref>,<xref ref-type="bibr" rid="ref22">b</xref>), among other species. Cytogenetic analyses have also been performed with interspecific hybrids (<xref ref-type="bibr" rid="ref149">Risso-Pascotto et al., 2004a</xref>,<xref ref-type="bibr" rid="ref150">b</xref>; <xref ref-type="bibr" rid="ref107">Mendes-Bonato et al., 2006</xref>, <xref ref-type="bibr" rid="ref106">2007</xref>; <xref ref-type="bibr" rid="ref2">Adamowski et al., 2008</xref>; <xref ref-type="bibr" rid="ref47">Felismino et al., 2010</xref>, <xref ref-type="bibr" rid="ref48">2012</xref>; <xref ref-type="bibr" rid="ref53">Fuzinatto et al., 2012</xref>, <xref ref-type="bibr" rid="ref54">2017</xref>; <xref ref-type="bibr" rid="ref36">da Rocha et al., 2019</xref>; <xref ref-type="bibr" rid="ref39">de Campos Moraes et al., 2019</xref>) as well as intraspecific hybrids of <italic>U. decumbens</italic> (<xref ref-type="bibr" rid="ref174">Souza, 2013</xref>). These cytogenetic studies are essential to selection of the best and most cytogenetically stable parents and hybrids in the direction of crosses (<xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>). As an example, <xref ref-type="bibr" rid="ref129">Pagliarini et al. (2012)</xref> cytologically evaluated microsporogenesis in 46 accessions of <italic>U. brizantha</italic> from Embrapa Beef Cattle germplasm and found high percentage of meiotic abnormalities among accessions (ranging from 0.36 to 95.76%), which may affect pollen viability through generation of unbalanced gametes. Thus, the findings allowed selecting suitable genotypes as pollen donors for intra and interspecific crosses.</p>
<p>A part of the collection covering these five species has not yet been characterized by molecular markers, and this analysis is extremely necessary not only for obtaining knowledge of the genetic resources available but also for the development of core collections that represent, with a limited set of accessions, the diversity of the entire germplasm of <italic>Urochloa</italic> spp. (<xref ref-type="bibr" rid="ref52">Frankel, 1984</xref>). Thus, rare alleles can be explored through genotypic combinations for both new intraspecific and interspecific crosses with the aim of developing heterotic cultivars for traits of interest in a more optimized manner <italic>via</italic> breeding programs.</p>
<p>In addition, the large-scale phenotyping of the core collection for different characteristics and the development of specific subsets for traits, such as spittlebug resistance and drought and heat tolerance, represents a singular opportunity to identify new alleles and develop new cultivars for breeding the next generation of <italic>Urochloa</italic> pastures.</p>
</sec>
<sec id="sec5">
<title>Genomic Tools and Resources</title>
<p>The molecular knowledge and the availability of genomic resources of <italic>Urochloa</italic> species used in pastures have only started to increase in the last decade. In this topic, we present the main studies and knowledge obtained about the four commercials <italic>Urochloa</italic> spp., using molecular and genomic tools. Briefly, we also expose some needs and perspectives for advancing genomic improvement in <italic>Urochloa</italic> spp.</p>
<sec id="sec6">
<title>Genetic Diversity Assessed by Molecular Markers</title>
<p>The evaluation and characterization of the available genetic diversity between and within species are extremely important for conservation and genetic breeding. Data on the genetic diversity and population structure of <italic>Urochloa</italic> spp. obtained using molecular markers were reported just over 10&#x2009;years ago (<xref rid="tab3" ref-type="table">Table 3</xref>). The first studies were performed using random amplified polymorphic DNA (RAPD) markers (<xref ref-type="bibr" rid="ref33">Chiari et al., 2008</xref>; <xref ref-type="bibr" rid="ref7">Ambiel et al., 2010</xref>) and generated the first information about the genetic diversity present in <italic>Urochloa</italic> species at the molecular level.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Main studies of the genetic diversity of <italic>Urochloa</italic> spp. using molecular markers.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Species</th>
<th align="left" valign="top">Molecular markers</th>
<th align="left" valign="top">N&#x00B0; of markers</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="."><italic>Urochloa</italic> spp.</td>
<td align="char" valign="top" char="&#x00B1;">ISSR/RAPD/SSR</td>
<td align="char" valign="top" char="&#x00B1;">279<xref rid="tfn1" ref-type="table-fn">&#x002A;</xref></td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref33">Chiari et al. (2008)</xref>; <xref ref-type="bibr" rid="ref7">Ambiel et al. (2010)</xref>; <xref ref-type="bibr" rid="ref5">Almeida et al. (2011)</xref>; <xref ref-type="bibr" rid="ref55">Garcia et al. (2013)</xref>; <xref ref-type="bibr" rid="ref122">Nitthaisong et al. (2016)</xref>; <xref ref-type="bibr" rid="ref124">Ondabu et al. (2017)</xref>; <xref ref-type="bibr" rid="ref191">Trivi&#x00F1;o et al. (2017)</xref>; <xref ref-type="bibr" rid="ref87">Kuwi et al. (2018)</xref>; <xref ref-type="bibr" rid="ref119">Namazzi et al. (2020)</xref></td>
</tr>
<tr>
<td align="char" valign="bottom" char="."><italic>U. humidicola</italic></td>
<td align="char" valign="bottom" char="&#x00B1;">SSR</td>
<td align="char" valign="bottom" char="&#x00B1;">27</td>
<td align="char" valign="bottom" char="&#x00B1;"><xref ref-type="bibr" rid="ref78">Jungmann et al. (2010)</xref></td>
</tr>
<tr>
<td align="char" valign="bottom" char="."><italic>U. brizantha</italic></td>
<td align="char" valign="bottom" char="&#x00B1;">SSR/ISSR</td>
<td align="char" valign="bottom" char="&#x00B1;">48<xref rid="tfn1" ref-type="table-fn">&#x002A;</xref></td>
<td align="char" valign="bottom" char="&#x00B1;"><xref ref-type="bibr" rid="ref205">Vigna et al. (2011a)</xref>; <xref ref-type="bibr" rid="ref27">Braga et al. (2017)</xref>; <xref ref-type="bibr" rid="ref183">Tegegn et al. (2019)</xref></td>
</tr>
<tr>
<td align="char" valign="bottom" char="."><italic>U. ruziziensis</italic></td>
<td align="char" valign="bottom" char="&#x00B1;">SSR/ISSR</td>
<td align="char" valign="bottom" char="&#x00B1;">27<xref rid="tfn1" ref-type="table-fn">&#x002A;</xref></td>
<td align="char" valign="bottom" char="&#x00B1;"><xref ref-type="bibr" rid="ref12">Azevedo et al. (2011)</xref>; <xref ref-type="bibr" rid="ref134">Pessoa-Filho et al. (2015)</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1">
<label>&#x002A;</label>
<p><italic>Sum of the number of markers in all cited studies</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Shortly thereafter, other <italic>Urochloa</italic> studies began to be developed using another type of marker known as microsatellites or simple sequence repeats (SSRs; <xref rid="tab3" ref-type="table">Tables 3</xref>, <xref rid="tab4" ref-type="table">4</xref>), which stand out for being multiallelic and more abundant in plant genomes than RAPD markers. SSRs are also more informative because they are codominant but need to be evaluated as dominant markers in <italic>Urochloa</italic> genotypes, as these species are predominantly polyploids. In this case, each band or allele of an SSR primer is considered a separate dominant marker, like in RAPD genotyping. <xref ref-type="bibr" rid="ref78">Jungmann et al. (2010)</xref> used SSR markers to analyze the genetic diversity and population structure of 58 germplasm accessions and two cultivars of <italic>U. humidicola</italic> from Embrapa Beef Cattle. The accessions were highly structured into four major groups, and the coefficients of dissimilarity ranged from 0.02 to 0.89 considering all genotypes. The study observed that the phenotypic divergence of the only sexual accession of <italic>U. humidicola</italic> (H031) reflects a high genetic divergence because it comprises a mixture of distinct allelic pools not shared with most accessions (<xref ref-type="bibr" rid="ref78">Jungmann et al., 2010</xref>). This considerable divergence between H031 and the other accessions of <italic>U. humidicola</italic> has also been observed in later studies and suggests a hybrid origin (<xref ref-type="bibr" rid="ref160">Santos et al., 2015a</xref>; <xref ref-type="bibr" rid="ref204">Vigna et al., 2016a</xref>).</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Microsatellite markers developed for <italic>Urochloa</italic> species.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Species</th>
<th align="left" valign="top">N&#x00B0; of polymorphic SSR markers developed</th>
<th align="left" valign="top">Transferability to other species</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="."><italic>U. brizantha</italic></td>
<td align="char" valign="top" char="&#x00B1;">28<xref rid="tfn2" ref-type="table-fn">&#x002A;</xref></td>
<td align="char" valign="top" char="&#x00B1;">Yes</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref77">Jungmann et al. (2009a)</xref>; <xref ref-type="bibr" rid="ref205">Vigna et al. (2011a)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>U. decumbens</italic></td>
<td align="char" valign="top" char="&#x00B1;">116<xref rid="tfn2" ref-type="table-fn">&#x002A;</xref></td>
<td align="char" valign="top" char="&#x00B1;">Yes</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref49">Ferreira et al. (2016)</xref>; <xref ref-type="bibr" rid="ref175">Souza et al. (2018)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>U. ruziziensis</italic></td>
<td align="char" valign="top" char="&#x00B1;">198</td>
<td align="char" valign="top" char="&#x00B1;">Yes</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref165">Silva et al. (2013)</xref>;</td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>U. humidicola</italic></td>
<td align="char" valign="top" char="&#x00B1;">145<xref rid="tfn2" ref-type="table-fn">&#x002A;</xref></td>
<td align="char" valign="top" char="&#x00B1;">Yes</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref79">Jungmann et al. (2009b)</xref>; <xref ref-type="bibr" rid="ref160">Santos et al. (2015a)</xref>; <xref ref-type="bibr" rid="ref206">Vigna et al. (2016a)</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn2">
<label>&#x002A;</label>
<p><italic>Sum of the number of markers in all cited studies</italic>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The genetic diversity and population structure of 172 germplasm accessions and six cultivars of <italic>U. brizantha</italic> were also evaluated using microsatellite markers (<xref ref-type="bibr" rid="ref205">Vigna et al., 2011a</xref>). As a result, the genetic similarity among all genotypes ranged from 0.40 to 1.00, and two duplicates were found in the germplasm. Structural analyses have suggested germplasm separation into three clusters with significant differentiation among the various clusters (<xref ref-type="bibr" rid="ref205">Vigna et al., 2011a</xref>). For <italic>U. ruziziensis</italic>, a study was developed to estimate the molecular diversity among 93 genotypes of Embrapa&#x2019;s collection using inter-simple sequence repeat (ISSR) markers. The genetic similarity ranged from 0.0 to 0.95, revealing clones and highly divergent genotypes (<xref ref-type="bibr" rid="ref12">Azevedo et al., 2011</xref>). Recently, the genetic diversity and population structure of 112 Ethiopian <italic>U. brizantha</italic> accessions (International Livestock Research Institute Forage Field Genebank) collected in nine different regions of Ethiopia and six <italic>Urochloa</italic> cultivars were analyzed using 23 SSR markers. The structural analysis revealed three clusters with distinct gene pools and significant variation among them. This study established a core collection of Ethiopian <italic>U. brizantha</italic> accessions consisting of 39 accessions (<xref ref-type="bibr" rid="ref183">Tegegn et al., 2019</xref>).</p>
<p>The above-mentioned studies were performed within a single species of <italic>Urochloa</italic> genus, but studies of genetic diversity were also performed with more than one species. Using RAPD markers, <xref ref-type="bibr" rid="ref33">Chiari et al. (2008)</xref> assessed the genetic diversity of four <italic>Urochloa</italic> spp. and found a genetic similarity ranging from 0.49 to 0.87 considering all genotypes analyzed. The greatest genetic dissimilarity was detected among genotypes of <italic>U. ruziziensis</italic> (0.73 to 0.83). In addition, the analysis showed that <italic>U. brizantha</italic>, <italic>U. decumbens</italic>, and <italic>U. ruziziensis</italic> were genetically closer to each other than to <italic>U. humidicola</italic>. This finding has also been observed in later studies using SSR markers (<xref ref-type="bibr" rid="ref77">Jungmann et al., 2009a</xref>; <xref ref-type="bibr" rid="ref165">Silva et al., 2013</xref>; <xref ref-type="bibr" rid="ref160">Santos et al., 2015a</xref>; <xref ref-type="bibr" rid="ref49">Ferreira et al., 2016</xref>; <xref ref-type="bibr" rid="ref191">Trivi&#x00F1;o et al., 2017</xref>; <xref ref-type="bibr" rid="ref135">Pessoa-Filho et al., 2017</xref>; <xref ref-type="bibr" rid="ref175">Souza et al., 2018</xref>).</p>
<p><xref ref-type="bibr" rid="ref122">Nitthaisong et al. (2016)</xref> assessed the genetic diversity of 11 <italic>Urochloa</italic> species using 10 ISSR markers and found high polymorphism between the genotypes. The genotypes were grouped into three clusters: one cluster comprised the majority of polyploid plants (apomictic), and the other two clusters were mainly formed of diploid plants (sexual). <italic>U. decumbens</italic>, <italic>U. brizantha</italic>, <italic>U. humidicola</italic>, and <italic>U. dictyoneura</italic> were grouped into a separated cluster of <italic>U. ruziziensis</italic>. Using microsatellite markers to assess the genetic diversity among Kenyan <italic>Urochloa</italic> spp., <xref ref-type="bibr" rid="ref124">Ondabu et al. (2017)</xref> found an average diversity of 0.623, with a range of 0.317 to 0.802. <xref ref-type="bibr" rid="ref191">Trivi&#x00F1;o et al. (2017)</xref> also used SSR markers to analyze genotypes of <italic>Urochloa</italic> spp., which mainly originated from the CIAT germplasm, at the molecular level. In this study, the genotypes were distributed in four clusters, and one cluster was composed of most genotypes of <italic>U. decumbens</italic> and <italic>U. ruziziensis</italic>, as supported by morphological similarities between the two species (<xref ref-type="bibr" rid="ref141">Renvoize et al., 1996</xref>). In addition, greater genetic variance was observed within the taxonomic groups (57%) than between groups (43%).</p>
<p><italic>Urochloa</italic> genotypes from Tanzania were also evaluated in terms of their genetic diversity and population structure using SSR markers, and high genetic variation was found between the <italic>Urochloa</italic> genotypes. The population of <italic>U. brizantha</italic> showed the highest level of genetic diversity. All genotypes were divided into three main groups, and the genetic variation was greater within populations than among populations (<xref ref-type="bibr" rid="ref87">Kuwi et al., 2018</xref>).</p>
<p>A national collection of <italic>Urochloa</italic> ecotypes from Uganda, possibly represented by different species, was evaluated using 24 SSR markers (<xref ref-type="bibr" rid="ref119">Namazzi et al., 2020</xref>). These markers had a high discriminating ability with an average polymorphism information content (PIC) of 0.89 and detected 584 alleles in 99 ecotypes. A structural analysis showed the presence of three distinct gene pools in the Ugandan <italic>Urochloa</italic> ecotypes, in agreement with previous studies performed in Brazil, Tanzania and Ethiopia (<xref ref-type="bibr" rid="ref205">Vigna et al., 2011a</xref>; <xref ref-type="bibr" rid="ref87">Kuwi et al., 2018</xref>; <xref ref-type="bibr" rid="ref183">Tegegn et al., 2019</xref>).</p>
<p>These studies revealed significant genetic diversity between and within the main <italic>Urochloa</italic> species, and this finding has also been observed phenotypically. Hundreds of SSR markers are available specifically for <italic>Urochloa</italic> species, and many of these markers are transferable to different species (<xref ref-type="bibr" rid="ref77">Jungmann et al., 2009a</xref>,<xref ref-type="bibr" rid="ref79">b</xref>; <xref ref-type="bibr" rid="ref203">Vigna et al., 2011b</xref>; <xref ref-type="bibr" rid="ref165">Silva et al., 2013</xref>; <xref ref-type="bibr" rid="ref160">Santos et al., 2015a</xref>; <xref ref-type="bibr" rid="ref49">Ferreira et al., 2016</xref>; <xref ref-type="bibr" rid="ref175">Souza et al., 2018</xref>; <xref rid="tab4" ref-type="table">Table 4</xref>). Therefore, further studies must be carried out with the available molecular markers, mainly involving characterization of the entire germplasms. For instance, the molecular characterization of <italic>U. decumbens</italic> germplasm accessions still needs to be performed. In addition, molecular studies to characterize the diversity and genetic structure of <italic>Urochloa</italic> spp. germplasm and hybrids can be performed rapidly and effectively using the latest genotyping technologies, including genotyping-by-sequencing (GBS).</p>
</sec>
<sec id="sec7">
<title>Molecular Phylogenetics</title>
<p>The grass family (Poaceae) comprises subfamilies that are divided into two large clades: the BOP (Bambusoideae, Oryzoideae, and Pooideae) clade and the PACMAD (Panicoideae, Aristidoideae, Chloridoideae, Micrairoideae, Arundinoideae, Danthonioideae) clade (<xref ref-type="bibr" rid="ref84">Kellogg, 2015</xref>, <xref ref-type="bibr" rid="ref509">Soreng et al., 2015</xref>, <xref ref-type="bibr" rid="ref173">Soreng et al., 2017</xref>, <xref ref-type="bibr" rid="ref153">Saarela et al., 2017</xref>). The subfamily Panicoideae (approximately 3,500 species in 12 tribes; <xref ref-type="bibr" rid="ref19">Bhatt and Thaker, 2021</xref>) forms a monophyletic group that includes, in addition to <italic>Urochloa</italic>, other important economic species, such as maize (<italic>Zea mays</italic>), sugarcane (<italic>Saccharum officinarum</italic>) and sorghum (<italic>Sorghum bicolor</italic>; <xref ref-type="bibr" rid="ref67">Hodkinson, 2018</xref>). This monophyly has been supported by several molecular phylogenetic studies (<xref ref-type="bibr" rid="ref202">Vicentini et al., 2008</xref>; <xref ref-type="bibr" rid="ref159">S&#x00E1;nchez-Ken and Clark, 2010</xref>), including chloroplast and nuclear gene analyses, that aimed to establish a robust phylogenetic framework for unraveling the evolution of this ecologically and economically important subfamily (<xref ref-type="bibr" rid="ref83">Kellogg, 1988</xref>; <xref ref-type="bibr" rid="ref172">Soreng and Davis, 1998</xref>; <xref ref-type="bibr" rid="ref19">Bhatt and Thaker, 2021</xref>).</p>
<p><xref ref-type="bibr" rid="ref57">Giussani et al. (2001)</xref> analyzed the molecular phylogeny of the subfamily Panicoideae using sequencing data from the chloroplast gene <italic>ndhF</italic>. Based on this study, the species were divided into three strongly supported clades, and species of the <italic>Urochloa</italic> genus were included in the Paniceae clade (base chromosome number of <italic>x</italic>&#x2009;=&#x2009;9) together with the <italic>Setaria</italic> species and most of the <italic>Panicum</italic> and <italic>Pennisetum</italic> species. This study showed that <italic>Urochloa</italic>, <italic>Setaria</italic>, and <italic>Pennisetum</italic> are paraphyletic genera. Additionally, in Panicea, <xref ref-type="bibr" rid="ref84">Kellogg (2015)</xref> placed <italic>Megathyrsus</italic> in <italic>Urochloa</italic>, and <xref ref-type="bibr" rid="ref209">Washburn et al. (2015)</xref> found that the <italic>Urochloa</italic> and <italic>Digitaria</italic> genera are paraphyletic.</p>
<p><italic>Urochloa</italic> belongs to the Melinidinae subtribe, which is monophyletic (<xref ref-type="bibr" rid="ref57">Giussani et al., 2001</xref>; <xref ref-type="bibr" rid="ref202">Vicentini et al., 2008</xref>; <xref ref-type="bibr" rid="ref157">Salariato et al., 2010</xref>). A chloroplast phylogenetic study of this subtribe discussed the paraphyly of <italic>Urochloa</italic> (<xref ref-type="bibr" rid="ref156">Salariato et al., 2009</xref>). In addition, a molecular phylogenetic tree found two major clades comprising species of the Melinidinae subtribe, and all <italic>Urochloa</italic> species were placed in clade II with some species of <italic>Eriochloa</italic> as well as <italic>Chaetium</italic>, <italic>Megathyrsus</italic> and <italic>Scutachne</italic> (<xref ref-type="bibr" rid="ref157">Salariato et al., 2010</xref>).</p>
<p>Recently, genomic datasets (particularly plastomes) have been evaluated to investigate the evolutionary relationships in several grass subfamilies, including Panicoideae (<xref ref-type="bibr" rid="ref75">Jones et al., 2014</xref>; <xref ref-type="bibr" rid="ref35">Cotton et al., 2015</xref>; <xref ref-type="bibr" rid="ref30">Burke et al., 2016</xref>; <xref ref-type="bibr" rid="ref154">Saarela et al., 2018</xref>; <xref ref-type="bibr" rid="ref46">Duvall et al., 2019</xref>; <xref ref-type="bibr" rid="ref125">Orton et al., 2021</xref>), and have contributed to greater resolution of and support for relationships within and among grass subfamilies (<xref ref-type="bibr" rid="ref154">Saarela et al., 2018</xref>). Based on transcriptome-based phylogenetic inference, <xref ref-type="bibr" rid="ref208">Washburn et al. (2017)</xref> revealed a Paniceae nuclear species tree in which the Anthephorinae subtribe is a direct sister to the MPC clade (subtribes Melinidinae, Panicinae, and Cenchrinae), corroborating the findings reported by <xref ref-type="bibr" rid="ref202">Vicentini et al. (2008)</xref>. In this phylogenetic tree, <italic>U. brizantha</italic> was placed together with <italic>U. plantaginea</italic>, and both in the same clade that <italic>U. fusca</italic> and <italic>Megathyrsus maximus</italic>, another important tropical forage grass used in pastures.</p>
<p>The phylogenetic studies conducted specifically with <italic>Urochloa</italic> remain limited. <xref ref-type="bibr" rid="ref189">Torres Gonz&#x00E1;lez and Morton (2005)</xref> analyzed 22 genotypes of different species of the <italic>Brachiaria</italic> and <italic>Urochloa</italic> genera using ribosomal internal transcribed spacer (ITS) sequences as the molecular dataset and eight morphological spikelet characters (out of 17) used by the informal grouping reported by <xref ref-type="bibr" rid="ref141">Renvoize et al. (1996)</xref>. The main objective was to analyze the phylogenetic relationships of these genera. These researchers observed that <italic>B. humidicola</italic> and <italic>B. dictyoneura</italic> were grouped in the same clade, whereas <italic>B. ruziziensis</italic> and <italic>B. brizantha</italic> were placed together in a different clade than <italic>B. decumbens</italic>. No relationship was detected between morphological traits and molecular results. In addition, the authors classified <italic>Brachiaria</italic> as a monophyletic complex within the genus <italic>Urochloa</italic>.</p>
<p>Using chloroplast DNA (cpDNA), <xref ref-type="bibr" rid="ref156">Salariato et al. (2009)</xref> found that <italic>U. decumbens</italic> and <italic>U. brizantha</italic> were closely related and separate from <italic>U. humidicola</italic> and <italic>U. dictyoneura</italic>. Similarly, <italic>U. ruziziensis</italic>, <italic>U. brizantha</italic>, and <italic>U. decumbens</italic> were included in a strongly supported clade separate from <italic>U. humidicola</italic>, corroborating the results from other molecular studies. Therefore, these results were different from those found by <xref ref-type="bibr" rid="ref189">Torres Gonz&#x00E1;lez and Morton (2005)</xref>, who included <italic>U. decumbens</italic> in another group based on molecular and morphological data.</p>
<p><xref ref-type="bibr" rid="ref135">Pessoa-Filho et al. (2017)</xref> evaluated the phylogenetic divergence between <italic>Urochloa</italic> species based on complete chloroplast genomes and observed that most of the polymorphisms between the species were located in intergenic regions, reflecting their phylogenetic distances. The phylogenetic analysis of this study yielded well-supported clades, and the results corroborated the findings reported by <xref ref-type="bibr" rid="ref156">Salariato et al. (2009</xref>, <xref ref-type="bibr" rid="ref157">2010)</xref>: <italic>U. humidicola</italic> is a sister taxon of the <italic>U. ruziziensis</italic>, <italic>U. brizantha</italic>, and <italic>U. decumbens</italic> clades. Also, <italic>U. decumbens</italic> and <italic>U. brizantha</italic> chloroplast sequences were highly similar and the phylogenetic tree showed that these species are phylogenetically closer to each other compared to <italic>U. ruziziensis</italic> and <italic>U. humidicola</italic>. The above-mentioned study is the only analysis of complete chloroplast genome sequences of <italic>Urochloa</italic> species and generated data useful for genetic analysis.</p>
<p>Future phylogenetic studies with <italic>Urochloa</italic> species need to include more samples of each species and with different ploidies to provide better representation and thereby improve the understanding of the phylogenetic relationships between these species. With advances in genomics, new tools and resources are available to fill the gaps in the phylogenetic characterization of the <italic>Urochloa</italic> genus, including next-generation sequencing (NGS) data and bioinformatics methods. This advance has transformed molecular phylogenetics into phylogenomics (<xref ref-type="bibr" rid="ref98">Mardis, 2011</xref>; <xref ref-type="bibr" rid="ref217">Young and Gillung, 2019</xref>). As an example, GBS and RADseq (restriction site-associated DNA sequencing) are being used for phylogenomics analyses of important plant species (<xref ref-type="bibr" rid="ref56">Girma et al., 2018</xref>; <xref ref-type="bibr" rid="ref20">Blanco-Pastor et al., 2019</xref>), and RNA sequencing (RNA-Seq) is being used for the development of phylogenetic markers, including SSR and targeted enrichment (<xref ref-type="bibr" rid="ref199">Vatanparast et al., 2018</xref>; <xref ref-type="bibr" rid="ref93">Liu et al., 2021</xref>).</p>
</sec>
<sec id="sec8">
<title>Cytogenetics</title>
<p>The field of cytogenetics addresses chromosomes and their inheritance, including their function, movement, numbers and structure. In addition, this field includes modifying the structure and behavior of chromosomes in relation to processes such as the recombination, transmission and expression of genes (<xref ref-type="bibr" rid="ref171">Singh, 1993</xref>).</p>
<p><italic>Urochloa</italic> species have various ploidy levels, ranging from diploid to nonaploid (<xref rid="tab2" ref-type="table">Table 2</xref>), and this variation is characterized by a predominance of polyploidy, particularly tetraploidy (<xref ref-type="bibr" rid="ref195">Valle and Pagliarini, 2009</xref>). The basic number of chromosomes was established by <xref ref-type="bibr" rid="ref503">Darlington and Wylie (1955)</xref> as <italic>x</italic>&#x2009;=&#x2009;7 or <italic>x</italic>&#x2009;=&#x2009;9, with a predominance of the latter (<xref ref-type="bibr" rid="ref17">Bernini and Marin-Morales, 2001</xref>; <xref ref-type="bibr" rid="ref195">Valle and Pagliarini, 2009</xref>). However, cytological studies performed with <italic>U. dictyoneura</italic> and <italic>U. humidicola</italic> showed evidence for <italic>x</italic>&#x2009;=&#x2009;6 as the base chromosome number for these species because of the presence of hexavalents in accessions with 2n&#x2009;=&#x2009;36 and 2n&#x2009;=&#x2009;42 chromosomes and octa- and nonavalents in accessions with 2n&#x2009;=&#x2009;54 chromosomes (<xref ref-type="bibr" rid="ref146">Risso-Pascotto et al., 2006</xref>; <xref ref-type="bibr" rid="ref23">Boldrini et al., 2009</xref>).</p>
<p>Regarding the chromosome number, the highest value (2n&#x2009;=&#x2009;90) was reported in <italic>U. bovonei</italic> (<xref ref-type="bibr" rid="ref176">Spies and Du Plessis, 1986</xref>). For <italic>U. brizantha</italic>, <italic>U. decumbens</italic>, and <italic>U. humidicola</italic>, some studies have described plants with different numbers of chromosomes depending on the level of ploidy (<xref ref-type="bibr" rid="ref14">Basappa et al., 1987</xref>; <xref ref-type="bibr" rid="ref17">Bernini and Marin-Morales, 2001</xref>; <xref ref-type="bibr" rid="ref195">Valle and Pagliarini, 2009</xref>; <xref ref-type="bibr" rid="ref78">Jungmann et al., 2010</xref>). For <italic>U. ruziziensis</italic>, a diploid species, cytogenetic descriptions have shown 2n&#x2009;=&#x2009;2x&#x2009;=&#x2009;18 chromosomes (<xref ref-type="bibr" rid="ref17">Bernini and Marin-Morales, 2001</xref>), whereas artificially induced tetraploid plants have 2n&#x2009;=&#x2009;36 chromosomes (<xref ref-type="bibr" rid="ref187">Timb&#x00F3; et al., 2014a</xref>).</p>
<p>Duplication of the chromosome number using colchicine was achieved for the first time in genotypes of <italic>U. ruziziensis</italic> (<xref ref-type="bibr" rid="ref58">Gobbe et al., 1981</xref>; <xref ref-type="bibr" rid="ref179">Swenne et al., 1981</xref>), later in diploid accessions of <italic>U. brizantha</italic> (<xref ref-type="bibr" rid="ref137">Pinheiro et al., 2000</xref>) and <italic>U. decumbens</italic> (<xref ref-type="bibr" rid="ref170">Simioni and Valle, 2009</xref>) and again in <italic>U. ruziziensis</italic> (<xref ref-type="bibr" rid="ref71">Ishigaki et al., 2009</xref>; <xref ref-type="bibr" rid="ref188">Timb&#x00F3; et al., 2014b</xref>). Artificial tetraploid plants have been important for the realization of inter- and intracrosses in breeding programs and thus allow exploration of the genetic variability maintained by apomixis (<xref ref-type="bibr" rid="ref47">Felismino et al., 2010</xref>).</p>
<p>Chromosome research, particularly meiotic analysis, has been performed with <italic>Urochloa</italic> species and hybrids (<xref ref-type="bibr" rid="ref104">Mendes-Bonato et al., 2002a</xref>,<xref ref-type="bibr" rid="ref103">b</xref>, <xref ref-type="bibr" rid="ref107">2006</xref>, <xref ref-type="bibr" rid="ref106">2007</xref>; <xref ref-type="bibr" rid="ref145">Risso-Pascotto et al., 2002</xref>, <xref ref-type="bibr" rid="ref151">2003a</xref>,<xref ref-type="bibr" rid="ref147">b</xref>, <xref ref-type="bibr" rid="ref149">2004a</xref>,<xref ref-type="bibr" rid="ref150">b</xref>, 2005; <xref ref-type="bibr" rid="ref80">Junqueira-Filho et al., 2003</xref>; <xref ref-type="bibr" rid="ref24">Boldrini et al., 2006</xref>, <xref ref-type="bibr" rid="ref23">2009</xref>, <xref ref-type="bibr" rid="ref21">2011a</xref>,<xref ref-type="bibr" rid="ref22">b</xref>; <xref ref-type="bibr" rid="ref1">Adamowski et al., 2007</xref>, <xref ref-type="bibr" rid="ref2">2008</xref>; <xref ref-type="bibr" rid="ref47">Felismino et al., 2010</xref>, <xref ref-type="bibr" rid="ref48">2012</xref>; <xref ref-type="bibr" rid="ref143">Ricci et al., 2010</xref>, <xref ref-type="bibr" rid="ref144">2011</xref>; <xref ref-type="bibr" rid="ref53">Fuzinatto et al., 2012</xref>, <xref ref-type="bibr" rid="ref54">2017</xref>; <xref ref-type="bibr" rid="ref129">Pagliarini et al., 2012</xref>; <xref ref-type="bibr" rid="ref174">Souza, 2013</xref>). These studies have revealed several abnormalities typical of allopolyploids and segmental allopolyploids, such as asynchronous chromosome segregation, intragenomic pairing, and the presence of multivalents and micronuclei. More recently, <xref ref-type="bibr" rid="ref42">de Paula et al. (2017)</xref> confirmed the allopolyploidy of <italic>U. decumbens</italic> 4x and <italic>U. brizanth</italic>a 4x and <xref ref-type="bibr" rid="ref34">Corr&#x00EA;a et al. (2020)</xref> observed that the diploid genotypes of these species are potential ancestors of allotetraploids. Both studies were performed <italic>via</italic> genomic <italic>in situ</italic> hybridization (GISH).</p>
<p>Karyotypes of <italic>Urochloa</italic> species were constructed by <xref ref-type="bibr" rid="ref17">Bernini and Marin-Morales (2001)</xref>, who were the first to describe the variations in the relative chromosome length and satellite position among accessions of <italic>Urochloa</italic>. These differences may be indicative of the coexistence of different genomes or chromosomal rearrangements in the species. <xref ref-type="bibr" rid="ref501">Akiyama et al. (2010)</xref> reported differences in the number and morphology of ribosomal DNA (rDNA) sites in the accessions of <italic>U. brizantha</italic>, <italic>U. ruziziensis</italic>, <italic>U. humidicola</italic>, and the <italic>Urochloa</italic> hybrid Basappa &#x0026; Muniy. cultivar Mulato (originated from the crossing between <italic>U. decumbens</italic> and <italic>U. ruziziensis</italic>). More recently, <xref ref-type="bibr" rid="ref40">Moraes et al. (2021)</xref> characterized the karyotype of a pentaploid cytotype of <italic>U. brizantha</italic> by the mapping of rDNA sites and nuclear DNA content analysis. The karyotype organization that has been observed suggests an allopolyploid origin for <italic>U. brizantha</italic>, corroborating the results from a study of the physical mapping of rDNA genes in this species (<xref ref-type="bibr" rid="ref121">Nielen et al., 2009</xref>). In another study, the occurrence, mapping, and distribution of gypsy retrotransposons in <italic>U. decumbens</italic>, <italic>U. brizantha</italic>, <italic>U. ruziziensis</italic> and <italic>U. humidicola</italic> showed that mobile elements, in addition to the chromosome number variation, contributed to karyotype evolution (<xref ref-type="bibr" rid="ref161">Santos et al., 2015b</xref>; <xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>).</p>
<p>Although cytogenetic studies of the <italic>Urochloa</italic> genus are in progress, there remain many gaps to be filled. For example, the cytogenetic map of the genus is still incomplete, mainly due to the small size and morphological similarity of chromosomes (<xref ref-type="bibr" rid="ref120">Nani et al., 2018</xref>). Again, the &#x201C;era of omics&#x201D; and computational advances can influence and expand the cytogenetics-related knowledge of <italic>Urochloa</italic> spp. For instance, oligo- and CRISPR-FISH have been used to improve our understanding of the karyotype and chromosomal variation and evolution in important crops, including polyploid species (<xref ref-type="bibr" rid="ref28">Braz et al., 2017</xref>; <xref ref-type="bibr" rid="ref94">Liu et al., 2019</xref>; <xref ref-type="bibr" rid="ref92">Li et al., 2020</xref>). Chromosome-scale assembly based on single-chromosome optical mapping is also a recently developed approach for analyzing structural variations in large regions (<xref ref-type="bibr" rid="ref43">Deschamps et al., 2018</xref>) that can provide important insights into genetic variation and for guiding genome assemblies (<xref ref-type="bibr" rid="ref90">Leinonen and Salmela, 2020</xref>).</p>
</sec>
<sec id="sec9">
<title>Genetic Mapping and Quantitative Trait Locus Detection</title>
<p>Genetic maps are models that describe the distances and relative positions of a group of genes or markers along the chromosomes of a given species. These maps estimate the recombination frequencies, and this estimation provides information about the inheritance of loci that control characteristics of interest (<xref ref-type="bibr" rid="ref26">Bourke et al., 2018a</xref>). For cases in which the genome has not yet been fully sequenced, as is the case for most species of the genus <italic>Urochloa</italic> spp., genetic maps are valuable tools for understanding the genetic and genomic organization of species (<xref ref-type="bibr" rid="ref4">Aitken et al., 2014</xref>). Even for species with a sequenced genome, searching for QTLs remains a strategy for maintaining a relationship between the phenotype and the genotype (<xref ref-type="bibr" rid="ref91">Lewin et al., 2009</xref>). For example, a QTL found in a biparental population identifies genomic regions for which the parents are polymorphic and whose variation can be associated with phenotypic variation, which suggests a link between the genes and the trait in question (<xref ref-type="bibr" rid="ref185">Th&#x00E9;r&#x00E8;se Navarro et al., 2020</xref>).</p>
<p>In the case of polyploid species, as are most of the species of the genus <italic>Urochloa</italic> spp., the challenge in the construction of genetic maps is greater than that found with diploid species due to a greater number of allele combinations and the markedly higher number of possible genotypes in a segregating progeny (<xref ref-type="bibr" rid="ref26">Bourke et al., 2018a</xref>; <xref ref-type="bibr" rid="ref511">Mollinari and Garcia, 2019</xref>; <xref ref-type="bibr" rid="ref113">Mollinari et al., 2020</xref>). In addition, the type of polyploidy is often not well defined (autopolyploid or segmental allopolyploid), which makes it difficult to determine the expected patterns of segregation assumed during the construction of a genetic map (<xref ref-type="bibr" rid="ref26">Bourke et al., 2018a</xref>,<xref ref-type="bibr" rid="ref25">b</xref>). These and other reasons, such as self-incompatibility and high levels of heterozygosity, explain the difficulty in building high-resolution genetic maps for <italic>Urochloa</italic> spp. Consequently, few genetic maps have been developed (<xref ref-type="bibr" rid="ref184">Thaikua et al., 2016</xref>; <xref ref-type="bibr" rid="ref206">Vigna et al., 2016a</xref>; <xref ref-type="bibr" rid="ref213">Worthington et al., 2016</xref>, <xref ref-type="bibr" rid="ref212">2019</xref>; <xref ref-type="bibr" rid="ref51">Ferreira et al., 2019</xref>; <xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>; <xref rid="tab5" ref-type="table">Table 5</xref>).</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Genetic mapping studies of <italic>Urochloa</italic> species.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Species</th>
<th align="left" valign="top">Molecular marker</th>
<th align="left" valign="top">N&#x00B0; of molecular marker</th>
<th align="left" valign="top">References</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="."><italic>U. humidicola</italic></td>
<td align="char" valign="top" char="&#x00B1;">SSR</td>
<td align="char" valign="top" char="&#x00B1;">102</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref206">Vigna et al. (2016a)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>Urochloa</italic> spp.</td>
<td align="char" valign="top" char="&#x00B1;">SNP, SCAR</td>
<td align="char" valign="top" char="&#x00B1;">1,916</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref213">Worthington et al. (2016)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>Urochloa</italic> spp.</td>
<td align="char" valign="top" char="&#x00B1;">AFLP</td>
<td align="char" valign="top" char="&#x00B1;">272</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref184">Thaikua et al. (2016)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>U. decumbens</italic></td>
<td align="char" valign="top" char="&#x00B1;">SNP</td>
<td align="char" valign="top" char="&#x00B1;">1,000</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref49">Ferreira et al. (2016)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>U. humidicola</italic></td>
<td align="char" valign="top" char="&#x00B1;">AFLP, SSR, SNP, KASP, InDel</td>
<td align="char" valign="top" char="&#x00B1;">4,210</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref212">Worthington et al. (2019)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>Urochloa</italic> spp.</td>
<td align="char" valign="top" char="&#x00B1;">SNP, InDel</td>
<td align="char" valign="top" char="&#x00B1;">4,427</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref215">Worthington et al. (2021)</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>SSR, simple sequence repeat; SCAR, sequence characterized amplified region; AFLP, amplified fragment length polymorphism; SNP, single nucleotide polymorphism; KASP, kompetitive allele specific PCR; InDel, insertion&#x2013;deletion</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>In the first study, <xref ref-type="bibr" rid="ref184">Thaikua et al. (2016)</xref> used the approach of utilizing separate parents to construct an amplified fragment length polymorphism (AFLP)-based linkage map of the apomictic cultivar &#x201C;Mulato&#x201D; (<xref ref-type="bibr" rid="ref111">Miles et al., 2004</xref>). This cultivar was crossed with three plants of sexual <italic>U. ruziziensis</italic> cv. &#x201C;Miyaokikoku,&#x201D; which generated 84 hybrids. The linkage map had a total length of 1423.2&#x2009;cM, with 272 AFLP markers, and the apomixis locus was assigned to linkage group 2. Additionally, QTLs associated with agriculturally important traits (morphological traits and percentage of filled seeds) were identified by simple interval mapping (SIM) and composite interval mapping (CIM).</p>
<p><xref ref-type="bibr" rid="ref213">Worthington et al. (2016)</xref> constructed the first genetic map based on SNP markers for <italic>Urochloa</italic> spp. from 167 hybrids generated from a cross between the maternal synthetic autotetraploid <italic>U. ruziziensis</italic> (BRX 44&#x2013;0) and the paternal <italic>U. decumbens</italic> cv. Basilisk (CIAT 606). Separate genetic linkage maps were constructed for each parent following the two-way pseudo testcross strategy. For the maternal linkage map, 706 SNP markers were placed in 34 linkage groups, with a total length of 1985&#x2009;cM. In contrast, 1,210 SNP markers and markers associated with apomixis were assigned to 36 linkage groups in the CIAT 606 genotype, with a total length of 2,693&#x2009;cM. These maps were used to assess synteny with foxtail millet (<italic>Setaria italica</italic> (L.) P. Beauv), the closest relative of <italic>Urochloa</italic> spp. with a publicly available reference chromosome-scale genome. Synteny was highly conserved between <italic>U. decumbens</italic>, <italic>U. ruziziensis</italic>, and foxtail millet, with only one major structural rearrangement. This provides evidence for the quality of the genetic maps, enabling the assignment of linkage groups to chromosomes and the identification of homologs. The &#x201C;apospory-specific genomic region&#x201D; (ASGR) was mapped to position 42.5&#x2009;cM of group 5c, a region syntenic with foxtail millet chromosome 5 (<xref ref-type="bibr" rid="ref218">Zhang et al., 2012</xref>).</p>
<p>Using SSR markers, <xref ref-type="bibr" rid="ref206">Vigna et al. (2016a)</xref> built the first linkage map to investigate apomixis in the hexaploid <italic>U. humidicola</italic>. A full-sib F<sub>1</sub> population obtained by crossing the sexual accession H031 (CIAT 26146) and the apomictic cultivar <italic>U. humidicola</italic> cv. BRS Tupi was used to generate an integrated genetic map <italic>via</italic> the multipoint approach based on Markov chains. Forty-nine linkage groups (LGs) were created, with a total length of 1702.82&#x2009;cM. Eight homology groups (HGs) were formed, and the apo-locus that controls apospory was mapped in LG02 (<xref ref-type="bibr" rid="ref133">Pessino et al., 1997</xref>, <xref ref-type="bibr" rid="ref132">2004</xref>).</p>
<p>More recently, another linkage map was obtained for <italic>U. humidicola</italic> using SNP, AFLP, SSR, insertion&#x2013;deletion (InDel) and kompetitive allele specific PCR (KASP) markers (<xref ref-type="bibr" rid="ref212">Worthington et al., 2019</xref>). The sexual accession CIAT 26146 [EMBRAPA Beef Cattle (EBC) H031] was crossed to the apomictic male parent CIAT 16888 (EBC H027), generating 124 hybrids that were used to construct separate parental linkage maps following the two-way pseudo-testcross strategy. As a result, two haplotype maps (each with 36 linkage groups) were generated. The maternal haplotype map had 2,589 markers and a length of 3,558&#x2009;cM, and the paternal haplotype map had 1,621 markers and 4,363&#x2009;cM. Additionally, the ASGR, which is known to be a single dominant Mendelian factor of apomixis in Paniceae grasses (<xref ref-type="bibr" rid="ref127">Ozias-Akins and van Dijk, 2007</xref>), was mapped to position 55.8&#x2009;cM of CIAT 16888 (paternal haplotype) linkage group 1b. Synteny analysis of the <italic>U. humidicola</italic> parental maps with the foxtail millet physical map supported the previous cytogenetic evidence for a base chromosome number of x&#x2009;=&#x2009;6 in the species (<xref ref-type="bibr" rid="ref21">Boldrini et al., 2011a</xref>). The authors observed a high degree of synteny between some chromosomes of <italic>U. humidicola</italic> and foxtail millet, <italic>U. decumbens</italic> and <italic>U. ruziziensis</italic>. In addition, they accounted for the fusion of three pairs of chromosomes, which is consistent with the large chromosome size of <italic>U. humidicola</italic> relative to other <italic>Urochloa</italic> species (<xref ref-type="bibr" rid="ref17">Bernini and Marin-Morales (2001)</xref>).</p>
<p>Additionally, in 2019, Ferreira et al. developed the first intraspecific genetic map of <italic>U. decumbens</italic>. Crossbreeding was performed between sexual <italic>U. decumbens</italic> D24/27 (artificially tetraploidized with colchicine) and apomictic <italic>U. decumbens</italic> cv. Basilisk, and 217 hybrids were selected. This mapping population was used to construct a consensus linkage map using the additional information provided by the SNP allele dosages in contrast to traditional methods based on allele presence/absence data (<xref ref-type="bibr" rid="ref64">Hackett et al., 2013</xref>). A total of 1,000 SNP markers were distributed throughout nine homology groups, with a cumulative length of 1,335.09&#x2009;cM. In addition, the genetic map allowed the identification of genomic regions related to resistance to spittlebug (<italic>Notozulia entreriana</italic> Berg), which is the main pest insect that attacks <italic>U. decumbens</italic>. The percentages of phenotypic variation explained by the QTLs ranged from 4.66 to 6.24%, reflecting the median heritability (<inline-formula>
<mml:math id="M1">
<mml:mrow>
<mml:msubsup>
<mml:mi>H</mml:mi>
<mml:mi>C</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>=</mml:mo>
<mml:mn>0.37</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) found for spittlebug resistance in the population.</p>
<p>Recently, a new genetic map was constructed for the same interspecific progeny of <xref ref-type="bibr" rid="ref213">Worthington et al. (2016)</xref>, composed for 169 hybrids generated from a cross between a synthetic autotetraploid accession of <italic>U. ruziziensis</italic> (BRX 44&#x2013;02) and <italic>U. decumbens</italic> cv. Basilisk (CIAT 606), used as male parent (<xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>). The analyses were based on the genetic map of the male parent, which included 4,427 markers distributed in 18 linkage groups, as expected for the segmental allotetraploid <italic>U. decumbens</italic> (2<italic>n</italic>&#x2009;=&#x2009;4<italic>x</italic>&#x2009;=&#x2009;36). Once again, the authors observed synteny between <italic>U. ruziziensis</italic> and foxtail millet, with three large translocations between chromosomes 1 and 7, 2 and 6, as well as 3 and 5, and four inversions between tails in chromosomes 1 and 4, 2 and 9, and 2 and 3. This map allowed the mapping of three significant QTLs associated with root length, biomass under both control and Al3+ stress conditions, and root diameter under stress/control conditions, which explained 12.8 to 16.1% of the phenotypic variance (<xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>).</p>
<p>Genetic mapping is a widely used resource to identify genomic regions responsible for important agronomic traits. One of the first steps in MAS is the development of genetic markers and high-resolution linkage maps, and this step is followed by the mapping of loci related to traits of agronomic and commercial importance. However, despite efforts aimed at building genetic maps for species of <italic>Urochloa</italic> spp., there is a clear need to improve the quality and increase the resolution of these maps, to map target genomic regions, and to build new maps for other species, including <italic>U. brizantha</italic>. Recently, packages capable to use all possible segregations for autopolyploid and segmental allopolyploid species were implemented in the R software (polymapR - <xref ref-type="bibr" rid="ref25">Bourke et al., 2018b</xref>; MAPpoly - <xref ref-type="bibr" rid="ref511">Mollinari and Garcia, 2019</xref>; <xref ref-type="bibr" rid="ref113">Mollinari et al., 2020</xref>; <xref ref-type="bibr" rid="ref508">R Core Team, 2020</xref>). These advances may enable the construction of integrated linkage maps with high resolution in polyploid species of <italic>Urochloa</italic> spp.</p>
<p>In addition, the reference genomes currently available (<xref ref-type="bibr" rid="ref136">Pessoa-Filho et al., 2019</xref>; <xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>), new statistical and computational resources, and the possibility of large-scale genotyping followed by estimation of multiple dosages of SNP loci may aid the development of genetic maps for <italic>Urochloa</italic> spp. with high density and resolution (<xref ref-type="bibr" rid="ref26">Bourke et al., 2018a</xref>). Although these tools do not have an immediate impact on breeding, the scanning of important genetic information from the genome for genes related to target traits provides a crucial basis for MAS, in addition to promoting faster and more effective molecular improvements of <italic>Urochloa</italic> species.</p>
</sec>
<sec id="sec10">
<title>Genome-Wide Association Studies</title>
<p>Although genetic maps of biparental populations provide a framework for detecting rarely occurring alleles that have a large effect on the phenotype in breeding populations, GWASs, also known as association mapping studies, reflect historical recombination events in diversity panels and are an efficient approach for locating common alleles associated with phenotypes with higher mapping resolution than that achieved with linkage mapping. Together, linkage mapping and GWAS can detect QTLs and elucidate the genetic basis of important traits more efficiently (<xref ref-type="bibr" rid="ref180">Talukder et al., 2019</xref>).</p>
<p>Similar to genetic maps, GWASs have also benefited from high-throughput marker systems, which allow the detection of markers rapidly and at low cost. However, associative mapping studies of polyploid species remain extremely recent, and only one such study has investigated the <italic>Urochloa</italic> genus (<xref ref-type="bibr" rid="ref101">Matias et al., 2019a</xref>). This study was performed with a set of 263 tetraploid interspecific <italic>Urochloa</italic> hybrids using 26,535 SNP markers with different allele dosage configurations obtained by GBS. Also were evaluated scenarios including additive, dominance, and epistatic effects. Associations were studied regarding agronomic and nutritional forage traits, including the regrowth capacity and crude protein. Seven SNP markers associated with the main forage traits were identified and these allow a better understanding of the <italic>Urochloa</italic> genome for important economic traits. Additionally, these markers can be useful to speed up breeding program selection cycles.</p>
<p>The authors observed that it is possible to identify the same genomic regions using diploid and tetraploid models, although in some cases the allele substitution effect can be biased. Then, the authors suggest the use of markers with both diploid and tetraploid molecular configurations to account for all regions of the genome in allopolyploid species (<xref ref-type="bibr" rid="ref101">Matias et al., 2019a</xref>).</p>
<p>This study opens new perspectives for understanding the inheritance of complex traits in <italic>Urochloa</italic> species and segmental allopolyploids in general. GWASs constitute a promising tool for the identification of molecular markers associated with characteristics of interest that can be used in MAS to accelerate breeding cycles. In the genetic improvement of <italic>Urochloa</italic> species, in addition to enabling the identification of markers associated with agronomic and nutritional characteristics, GWASs are an important resource in the search for markers linked to resistance to insect pests, such as spittlebugs, and other biotic and abiotic stresses that influence forage production, which are characteristics that were identified as research priorities in the next-generation breeding of tropical forages in Brazil by <xref ref-type="bibr" rid="ref131">Pereira et al. (2018)</xref>.</p>
</sec>
<sec id="sec11">
<title>Genomic Selection and Prediction</title>
<p>Genomic selection (GS), which was proposed by <xref ref-type="bibr" rid="ref108">Meuwissen et al. (2001)</xref>, is a powerful and modern breeding tool for identifying and exploiting superior genotypes based on the use of thousands of distributed markers across the genome to predict genetic values (<xref ref-type="bibr" rid="ref18">Bhat et al., 2016</xref>). The improvement in the accuracy of the selected individuals and the reduction in the duration of the selection cycle time reflect the acceleration of genetic gains achieved by GS in breeding programs. At present, the selection process until the release of new perennial tropical forage cultivars takes approximately 10&#x2013;15&#x2009;years (<xref ref-type="bibr" rid="ref72">Jank et al., 2014</xref>; <xref ref-type="bibr" rid="ref100">Matias et al., 2019b</xref>). Because the genetic gains in yield achieved from the breeding of forage crops based on traditional methods of phenotypic selection are low (<xref ref-type="bibr" rid="ref31">Casler and Brummer, 2008</xref>), GS has emerged as a potential opportunity to obtain significant gains in target traits and to reduce breeding cycles (<xref ref-type="bibr" rid="ref169">Sime&#x00E3;o-Resende et al., 2013</xref>; <xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>).</p>
<p>The incorporation of GS in breeding programs depends on several factors, such as the reproductive mode of the species, the genetic architecture and heritability of the characteristics of interest, and the total financial budget of the program, because large phenotyped and genotyped populations are necessary to estimate the effects of molecular markers (<xref ref-type="bibr" rid="ref216">Yadav et al., 2020</xref>). In the case of tropical forage grasses, appropriately sized training populations, large panels of SNP markers and polyploidy are also important factors to be considered because these make GS even more challenging (<xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>). Therefore, although this potential tool has been widely applied in many species of economic importance, it has not yet been used in breeding programs of tropical forage grasses of the <italic>Urochloa</italic> genus (<xref ref-type="bibr" rid="ref169">Sime&#x00E3;o-Resende et al., 2013</xref>; <xref ref-type="bibr" rid="ref131">Pereira et al., 2018</xref>; <xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>). Consequently, there is limited information regarding the application of genomic prediction and GS in tropical forage grasses compared with other important crops.</p>
<p><xref ref-type="bibr" rid="ref169">Sime&#x00E3;o-Resende et al. (2013)</xref> performed a simulation study to compare the gain and accuracy of different GS methods considering the experimental plot designs used in forage breeding. This study concluded that the application of GS methods in tropical forage breeding has potential when the phenotypic evaluation of individual plants is incapable of predicting performance under sward conditions, when within-family selection pressure is difficult or impossible, and/or when phenotypic evaluations require long cycle times.</p>
<p>Using real data from a panel of interspecific hybrids genotyped by GBS, <xref ref-type="bibr" rid="ref100">Matias et al. (2019b)</xref> evaluated the influence of multiple traits and allele dosage information on the genomic prediction accuracy in <italic>Urochloa</italic> spp. The authors concluded that genomic prediction should be used in <italic>Urochloa</italic> spp. genetic improvement with the aim of reducing time and costs because all models of GS evaluated provided greater genetic gains than phenotypic selection. In addition, SNP markers with allele dosages associated with additive, dominant, and multitrait factors have increased the accuracy of genomic prediction models.</p>
<p>A study of GS performed with <italic>Megathyrsus maximus</italic> (syn. <italic>Panicum maximum</italic>), which is another important polyploid forage grass used as pasture in tropical areas, resulted in low genomic prediction accuracies for traits such as leaf dry matter and regrowth capacity (<xref ref-type="bibr" rid="ref38">de C Lara et al., 2019</xref>). Low values of prediction accuracy were also observed by <xref ref-type="bibr" rid="ref100">Matias et al. (2019b)</xref>, although GS allowed greater genetic gains than those obtained with phenotypic selection. Due to the polyploidy and high levels of heterozygosity of tropical forage grasses, there is a need to develop more accurate predictive models for the incorporation of GS in breeding schemes.</p>
<p>Advances in high-throughput technologies can influence the efficient use of GS in <italic>Urochloa</italic> breeding schemes with increases in the number and density of markers and large-scale phenotyping. Additionally, statistical and computational methods, including machine learning (ML) and simulation studies, can aid the development of predictive models most suitable for polyploids and the identification of the best potential GS-based breeding scheme designs, which would result in genetic gains with greater accuracy and shorter breeding cycles (<xref ref-type="bibr" rid="ref116">Montesinos-L&#x00F3;pez et al., 2021</xref>; <xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>).</p>
</sec>
<sec id="sec12">
<title>Transcriptome Profiles</title>
<p>The transcriptome is the set of RNA transcripts contained in a cell or tissue at a specific stage of development and/or under specific physiological conditions (<xref ref-type="bibr" rid="ref128">Ozsolak and Milos, 2010</xref>). In this context, transcriptome studies allow identification of the molecular constituents of cells and tissues and understanding the functional elements of the genome and the molecular mechanisms involved in each condition, such as biotic stress in plants (<xref ref-type="bibr" rid="ref207">Wang et al., 2009</xref>). The most effective approach for creating transcriptome profiles is RNA-Seq, which is performed using deep sequencing technologies (<xref ref-type="bibr" rid="ref207">Wang et al., 2009</xref>; <xref ref-type="bibr" rid="ref86">Kukurba and Montgomery, 2015</xref>).</p>
<p>Studies of the transcriptome of the <italic>Urochloa</italic> genus remain limited (<xref rid="tab6" ref-type="table">Table 6</xref>). The first RNA-Seq study was performed with leaves from two genotypes of <italic>U. humidicola</italic> that are highly divergent in terms of phenotype and reproductive modes: the only sexual accession of the <italic>U. humidicola</italic> germplasm, known as BH031, and the apomictic cultivar BRS Tupi (<xref ref-type="bibr" rid="ref204">Vigna et al., 2016b</xref>). The main objectives were to describe and compare the leaf transcriptome of these divergent genotypes, which were collected at the same field condition. As a result, approximately 76,000 transcripts were <italic>de novo</italic> assembled, which totaled 35,093 nonredundant unigenes. Most of these transcripts were annotated in the Phytozome database (<xref ref-type="bibr" rid="ref59">Goodstein et al., 2011</xref>). From these unigenes, new EST-SSRs (4,489) and SNP markers (560,298) that may be associated with important traits for forage breeding, such as flood stress tolerance and the C4 pathway, were identified. Moreover, as in previous studies, a significant difference was observed between the analyzed genotypes, but now in relation to gene expression.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Details of transcriptome sequences of <italic>Urochloa</italic> species.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Species</th>
<th align="left" valign="top">Tissue sample</th>
<th align="left" valign="top">Generated data (Gb)</th>
<th align="left" valign="top">Platform</th>
<th align="left" valign="top">Data repository</th>
<th align="left" valign="top">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td align="char" valign="top" char="."><italic>U. humidicola</italic></td>
<td align="char" valign="top" char="&#x00B1;">Leaf</td>
<td align="char" valign="top" char="&#x00B1;">13.09</td>
<td align="char" valign="top" char="&#x00B1;">Illumina GAIIx</td>
<td align="char" valign="top" char="&#x00B1;">NCBI SRP065020</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref204">Vigna et al. (2016b)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>U. decumbens</italic></td>
<td align="char" valign="top" char="&#x00B1;">Root</td>
<td align="char" valign="top" char="&#x00B1;">NA</td>
<td align="char" valign="top" char="&#x00B1;">Illumina HiSeq 2000</td>
<td align="char" valign="top" char="&#x00B1;">NCBI SRP071168</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref158">Salgado et al. (2017)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char="."><italic>U. decumbens</italic> and <italic>U. ruziziensis</italic></td>
<td align="char" valign="top" char="&#x00B1;">Root and stem</td>
<td align="char" valign="top" char="&#x00B1;">NA</td>
<td align="char" valign="top" char="&#x00B1;">Illumina HiSeq 2,500</td>
<td align="char" valign="top" char="&#x00B1;">NA</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref215">Worthington et al. (2021)</xref></td>
</tr>
<tr>
<td align="char" valign="top" char=".">Interspecific hybrids of <italic>U. ruziziensis</italic> and <italic>U. decumbens</italic></td>
<td align="char" valign="top" char="&#x00B1;">Root and leaf</td>
<td align="char" valign="top" char="&#x00B1;">NA</td>
<td align="char" valign="top" char="&#x00B1;">Illumina HiSeq 2000</td>
<td align="char" valign="top" char="&#x00B1;">ENA PRJEB41722</td>
<td align="char" valign="top" char="&#x00B1;"><xref ref-type="bibr" rid="ref76">Jones et al. (2021)</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>NA, not available; ENA, European Nucleotide Archive; NCBI, National Center for Biotechnology Information</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>The next transcriptome of the genus <italic>Urochloa</italic> was assembled <italic>de novo</italic> from root sequences of <italic>U. decumbens</italic> cv. Basilisk under two controlled conditions: hydroponic solutions with and without aluminum (AlCl<sub>3</sub>). The assembly generated 164,930 transcripts and approximately 69% of these transcripts were attributed to a putative function of the protein <italic>via</italic> comparison with different protein databases. In addition, 13,375 microsatellite markers were identified in the transcripts. Differential expression analysis revealed a great difference in plants exposed to Al stress, and it was possible to identify transcripts with putative functions related to resistance and aluminum exposure. Therefore, this transcriptome represents a great resource for aiding the elucidation of the main molecular mechanisms of aluminum tolerance in forage grass species (<xref ref-type="bibr" rid="ref158">Salgado et al., 2017</xref>).</p>
<p>Another transcriptome of the <italic>Urochloa</italic> genus was also assembled to investigate the molecular basis of toxic aluminum tolerance because this condition directly affects forage productivity and is common in tropical soils. <xref ref-type="bibr" rid="ref215">Worthington et al. (2021)</xref> sequenced root and stem tissue samples of two replicated plants of <italic>U. decumbens</italic> CIAT 606 (cv. Basilisk) and <italic>U. ruziziensis</italic> BRX 44&#x2013;02 under two conditions: growth in a high aluminum concentration (200&#x2009;&#x03BC;M AlCl<sub>3</sub>) and under control conditions (0&#x2009;&#x03BC;M AlCl<sub>3</sub>). As a result, most of the differentially expressed (DE) genes were regulated at the root of <italic>U. decumbens</italic>, which is a genotype classified as tolerant to aluminum. The authors identified different genes related to the stress response to aluminum, and the evidence shows that the tolerance mechanisms found in <italic>Urochloa</italic> are the same as those that occur in rice, another grass species.</p>
<p>The most recent transcriptome of the <italic>Urochloa</italic> genus investigated the transcriptomic profiles of leaves and roots of three <italic>Urochloa</italic> interspecific hybrid genotypes with the onset of water stress (<xref ref-type="bibr" rid="ref76">Jones et al., 2021</xref>). According to a previous analysis, the genotypes were characterized as exhibiting good (gt-17), intermediate (gt-9) and poor tolerance (gt-18) to drought. As a result, the genotypes with good and intermediate tolerance to drought showed enriched DE genes that were more similar to each other. In addition, DE genes related to carbohydrate and cell wall metabolism in the leaves were upregulated in gt-9 and gt-18 and downregulated in gt-17. Because the level of water stress increased for all evaluated genotypes, an excess of downregulated putative apoplastic peroxidases was detected in the roots, which suggests that changes in the architecture of the root cell wall occur in response to the stress. As tolerance to abiotic stresses is one of the main objectives of <italic>Urochloa</italic> breeding, this study generated important information and knowledge about genes and metabolic pathways involved in the response to water stress (<xref ref-type="bibr" rid="ref76">Jones et al., 2021</xref>).</p>
<p>Although these transcriptomes represent only a part of the transcripts of three species of <italic>Urochloa</italic>, they constitute important contributions to the scientific community interested in forage grass and breeding programs. The results provide relevant information on the genomic resources available for <italic>Urochloa</italic> grasses, mainly due to the possibility of identifying new candidate genes potentially related to characteristics of economic interest. These candidate genes can be further investigated by coexpression networks, which provide valuable information on the biological relationships between genes.</p>
<p>Even so, each species of <italic>Urochloa</italic> has its own peculiarities, and other transcriptome studies in which a specific stage of development and/or a physiological condition is considered must be performed. For instance, genetic information for some important characteristics, such as resistance to spittlebugs, apomictic reproduction, and flood tolerance, is still lacking, and transcriptomic studies are promising for generating new knowledge about these characteristics. The elucidation of different strategies of spittlebug resistance, such as information about the possible genes involved in this resistance and molecular markers in these genes, provides powerful information for breeding strategies and future studies, including GWAS and GS.</p>
</sec>
<sec id="sec13">
<title>Genome Sequencing</title>
<p>NGS has allowed genome sequencing to be a reality not only for model species but also for nonmodel or &#x201C;orphan&#x201D; species and polyploid organisms, such as <italic>Urochloa</italic> spp. However, despite this greater accessibility, the different levels of ploidy and different reproductive modes, in addition to the availability of different species with specific characteristics, are obstacles to obtaining a representative genome for <italic>Urochloa</italic> pastures.</p>
<p>The fact that breeding programs were recently created and the lack of financial resources (<xref ref-type="bibr" rid="ref131">Pereira et al., 2018</xref>) also directly influence the availability of fundamental genomic resources. The existence of only two sequenced genomes representing these pasture grasses is a reflection of the above-described finding (<xref ref-type="bibr" rid="ref136">Pessoa-Filho et al., 2019</xref>; <xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>). The first, the full characterization of which is not yet available, is a diploid chromosome-scale genome of a heterozygous clone of <italic>U. ruziziensis</italic>, named C6. Sequencing with PacBio Sequel, based in SMRT (Single Molecule Real Time) technology, generated more than 13.3 million long reads (~142x coverage) and allowed assembly of a genome covering 98.2% of the estimated haploid genome size of 615 Mbp for ruzigrass. Most of the assembled genome (94%) was included in nine scaffolds that correspond to the nine chromosomes of <italic>U. ruziziensis</italic>, with an N50 of 66 Mpb. Other metrics regarding genome completeness were satisfactory and included an NG50 of 286 kbp, 95.2% BUSCO (Benchmarking Universal Single-Copy Orthologs) complete matches and 83.3% complete single copies (<xref ref-type="bibr" rid="ref136">Pessoa-Filho et al., 2019</xref>).</p>
<p>Additionally, using a diploid <italic>U. ruziziensis</italic> genotype (CIAT 26162) as a DNA source, a whole-genome assembly (WGA) was obtained by sequencing with short reads (approximately 100&#x2009;&#x00D7;&#x2009;coverage) and presented satisfactory completeness (<xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>). The repetition content representing 51% of the total genome and the large number of Gypsy and copia long terminal repeats (LTRs) found were similar to those observed in foxtail millet (<italic>Setaria italica</italic> (L.) P. Beauv; <xref ref-type="bibr" rid="ref218">Zhang et al., 2012</xref>), a species that is widely used as a reference in genomic studies of tropical forage grasses. Moreover, approximately 42,000 coding genes have been annotated, and most of these genes encode a protein showing homology to a protein in <italic>S. italica</italic>.</p>
<p><xref ref-type="bibr" rid="ref215">Worthington et al. (2021)</xref> prioritized the assembly of a diploid genome rather than a tetraploid genome because <italic>Urochloa</italic> grasses are heterozygous outcrossing species. Even so, a polyploid genome is essential for better representing the main accesses used for breeding and reflecting their genetic information, particularly the heterozygosity present. The recent emergence of third-generation sequencing (TGS) technologies can aid the complex and challenging assembly of these polyploid plant genomes because it produces high-quality genome assemblies with high resolution due to the longer length of the reads (<xref ref-type="bibr" rid="ref88">Kyriakidou et al., 2018</xref>). Consequently, more genomic information is provided, and more genomic variants will be identified to aid genomic studies, such as those that address the genotype&#x2013;phenotype&#x2013;environment relationship, which will provide a great resource for improving <italic>Urochloa</italic> breeding programs.</p>
<p>We also emphasize that these available genomes, despite being diploid, represent an invaluable resource for orphan species because they aid the development and application of genomic tools for breeding and genetic studies of <italic>Urochloa</italic> grasses (<xref ref-type="bibr" rid="ref182">Tang, 2017</xref>; <xref ref-type="bibr" rid="ref88">Kyriakidou et al., 2018</xref>). Until then, our understanding of genomic organization was based on genetic maps, but it is now possible to go even further. The analyses that require the identification of variants, such as GS, GWAS, and genetic mapping, will benefit greatly from this genome because the use of genomes of species genetically close to <italic>Urochloa</italic> spp. as a reference is associated with a substantial loss of data. Therefore, exclusive information on <italic>Urochloa</italic> grasses may be revealed, and new approaches can be devised now that this fundamental genomic resource is available.</p>
</sec>
</sec>
<sec id="sec14">
<title>Polyploid and Apomixis</title>
<p>The different ploidy levels and the apomixis represent reproductive barriers within and between species of the <italic>Urochloa</italic> genus, and these barriers challenge the genetic improvement of these grasses, which usually aims to produce new cultivars <italic>via</italic> intra- and interspecific hybridization. In the genus, diploidy is rare and correlated with sexual reproduction, whereas polyploidy and apomixis prevail (<xref ref-type="bibr" rid="ref196">Valle and Savidan, 1996</xref>), which makes cross breeding difficult. In addition, apomixis and polyploidy represent challenges to genomic studies, particularly polyploidy, due to the increased complexity of the genome. In the following sections, we summarized the knowledge regarding these two peculiar characteristics of <italic>Urochloa</italic> spp.</p>
<sec id="sec15">
<title>Polyploidy</title>
<p>A polyploid individual has a genome with more than two homologous sets of chromosomes, which is a condition that is quite common in all groups of plants and one of the major forces in plant evolution and speciation (<xref ref-type="bibr" rid="ref66">Hegarty et al., 2013</xref>; <xref ref-type="bibr" rid="ref99">Mason and Wendel, 2020</xref>). Polyploids often have larger cells in relation to their ancestral diploids, which can cause an increase in the whole size of the plant (&#x201C;giga effect&#x201D;; <xref ref-type="bibr" rid="ref177">Stebbins, 1950</xref>), in addition to other advantages in genome buffering, vigorousness, and robust adaptation to environmental changes (<xref ref-type="bibr" rid="ref181">Tamayo-Ord&#x00F3;&#x00F1;ez et al., 2016</xref>). From a genetic point of view, polyploids have multiple alleles associated with a single locus, which implies high heterozygosity and more complex segregation compared with that observed with diploids (<xref ref-type="bibr" rid="ref163">Schaart et al., 2021</xref>), and thus, the traditional breeding of polyploid crops is markedly more challenging.</p>
<p>Many important forage grasses are natural polyploid species, and others have chromosomes artificially duplicated by the use of colchicine, a chemical agent that can be used to produce artificial polyploids on demand. The induction of polyploidy can be an important tool in the genetic improvement programs of some species, which have three basic purposes: polyploidization of a hybrid to restore its fertility or synthesize a new species; polyploidization to obtain a larger and better plant (&#x201C;giga effect&#x201D;); and polyploidization to overcome the barrier imposed by different ploidy levels and allow intra- or interspecific crossing (<xref ref-type="bibr" rid="ref44">Dewey, 1980</xref>; <xref ref-type="bibr" rid="ref162">Sattler et al., 2016</xref>).</p>
<p>In the <italic>U. ruziziensis</italic>/<italic>U. decumbens</italic>/<italic>U. brizantha</italic> agamic complex, even though sexual individuals are known only in the wild as diploids, they have artificially duplicated chromosomes, which results in the induction of autotetraploids (<xref ref-type="bibr" rid="ref58">Gobbe et al., 1981</xref>; <xref ref-type="bibr" rid="ref179">Swenne et al., 1981</xref>; <xref ref-type="bibr" rid="ref137">Pinheiro et al., 2000</xref>; <xref ref-type="bibr" rid="ref170">Simioni and Valle, 2009</xref>; <xref ref-type="bibr" rid="ref188">Timb&#x00F3; et al., 2014b</xref>). These polyploidized sexual individuals are essential for hybridization with apomictic individuals in breeding programs, which allows intra- and interspecific crossings and result in increased genetic variability and enhanced selection.</p>
<p>Natural polyploid species may originate from genomic duplication within a single species, which leads to autopolyploids, or by a hybridization of two closely related species (&#x201C;subgenomes&#x201D;), which results in allopolyploids. The identification of each class is frequently accomplished by analyzing meiotic pairing and inheritance patterns: autopolyploids exhibit polysomic inheritance, with pairing and recombination between all homologous copies of each chromosome, whereas allopolyploids display disomic inheritance, in which more-related chromosomes (&#x201C;homologs&#x201D;) may pair and recombine more frequently than less-related chromosomes (&#x201C;homeologs&#x201D;). However, in many cases, the evolutionary history is more complex, and pairing between related chromosomes from different subgenomes (&#x201C;homeologous&#x201D;) occurs to a limited extent. In such cases, individuals are classified as segmental allopolyploids (<xref ref-type="bibr" rid="ref26">Bourke et al., 2018a</xref>; <xref ref-type="bibr" rid="ref99">Mason and Wendel, 2020</xref>; <xref ref-type="bibr" rid="ref163">Schaart et al., 2021</xref>).</p>
<p>Meiotic studies and molecular karyotyping of cultivar and hybrid genera have revealed several abnormalities typical of autopolyploid and segmental allopolyploid in U. decumbens (<xref ref-type="bibr" rid="ref105">Mendes-Bonato et al., 2001</xref>, <xref ref-type="bibr" rid="ref103">2002b</xref>; <xref ref-type="bibr" rid="ref213">Worthington et al., 2016</xref>), <italic>U. brizantha</italic> (<xref ref-type="bibr" rid="ref104">Mendes-Bonato et al., 2002a</xref>, <xref ref-type="bibr" rid="ref107">2006</xref>; <xref ref-type="bibr" rid="ref102">Mendes et al., 2006</xref>), <italic>U. ruziziensis</italic> (<xref ref-type="bibr" rid="ref107">Mendes-Bonato et al., 2006</xref>), and <italic>U. humidicola</italic> (<xref ref-type="bibr" rid="ref206">Vigna et al., 2016a</xref>; <xref ref-type="bibr" rid="ref212">Worthington et al., 2019</xref>). These abnormalities, such as distorted chromosome segregation, asynchrony during microsporogenesis, preferential (intragenomic) pairing, and the presence of multivalent and micronuclei, demonstrate the segmental allopolyploid composition of these genomes.</p>
<p>Based on genomic <italic>in situ</italic> hybridization, <xref ref-type="bibr" rid="ref42">de Paula et al. (2017)</xref> recently suggested the allopolyploid origin of <italic>U. brizantha</italic> and <italic>U. decumbens</italic>, and such results were validated by additional GISH analysis (<xref ref-type="bibr" rid="ref34">Corr&#x00EA;a et al., 2020</xref>). The authors proposed genomic compositions of BBB<sup>1</sup>B<sup>1</sup> for <italic>U. brizantha</italic>, B<sup>1</sup>B<sup>1</sup>B<sup>2</sup>B<sup>2</sup> for <italic>U. decumbens</italic>, and B<sup>2</sup>B<sup>2</sup> for the diploid <italic>U. ruziziensis</italic>. The findings indicate <italic>U. ruziziensis</italic> as the ancestral donor of genome B<sup>2</sup>, while the origin of genomes B and B<sup>1</sup> remains unknown, but eligible candidates would be diploid genotypes of <italic>U. brizantha</italic> and <italic>U. decumbens</italic>. The probes used in GISH experiments reveal the homology between the three genomes (B, B<sup>1</sup> and B<sup>2</sup>) and highlight the greater proximity between all three species, as previously suggested (<xref ref-type="bibr" rid="ref135">Pessoa-Filho et al., 2017</xref>; <xref ref-type="bibr" rid="ref191">Trivi&#x00F1;o et al., 2017</xref>).</p>
<p>An allopolyploid is not strictly the sum of two different genotypes, and most studies that investigated the process of polyploidization observed that genomes usually undergo a series of evolutionary processes after polyploidization, such as natural chromosome duplication, genome reorganization, changes in the gene expression pattern, and sub- and/or neofunctionalization of duplicate genes (<xref ref-type="bibr" rid="ref32">Chen and Ni, 2006</xref>; <xref ref-type="bibr" rid="ref140">Renny-Byfield and Wendel, 2014</xref>). A study performed using meiotic analyses and SSR amplification patterns exemplified the occurrence of such processes in <italic>U. humidicola</italic> (<xref ref-type="bibr" rid="ref206">Vigna et al., 2016a</xref>). The authors suggested the allopolyploid origin of the genotypes H031 and cv. BRS Tupi from a cross between two different genomes, resulting in a triploid parent (2n&#x2009;=&#x2009;3x&#x2009;=&#x2009;18, ABB) that, after natural chromosome duplication, formed an allohexaploid (2n&#x2009;=&#x2009;6x&#x2009;=&#x2009;36, AABBBB).</p>
<p><xref ref-type="bibr" rid="ref212">Worthington et al. (2019)</xref> reinforced the thesis of AABBBB constitution for the apomictic genotype CIAT 16888; however, linkage and molecular karyotyping results showed no evidence of subgenome differentiation in the H031 genotype (CIAT 26146). More studies on the genomic composition of the sexual genotype H031 are needed. As noted by <xref ref-type="bibr" rid="ref212">Worthington et al. (2019)</xref>, if the sexual and other apomictic accessions of <italic>U. humidicola</italic> do indeed have different genomic compositions, H031 may need to be classified as a separate species or subspecies.</p>
<p>Despite the widespread occurrence of polyploidy in the <italic>Urochloa</italic> genus, many questions remain unanswered, which demonstrates the need to conduct additional research to understand the genome composition and evolution in tropical forage grasses. A high-quality reference genome is also fundamental to capture the variation and to better understand these economically important genomes (<xref ref-type="bibr" rid="ref182">Tang, 2017</xref>; <xref ref-type="bibr" rid="ref88">Kyriakidou et al., 2018</xref>). The last decades have seen remarkable advances in the field of polyploidy, particularly in molecular breeding approaches that combine QTL, GWAS, and GS models with allele dosage information (<xref ref-type="bibr" rid="ref162">Sattler et al., 2016</xref>) and in tools for improving the genome sequencing and assembly of polyploid plant crops (<xref ref-type="bibr" rid="ref74">Jiao and Schneeberger, 2017</xref>). We hope that these tools can aid a deeper understanding of the complexities of genetic variation that underlie the phenotype, which would allow plant breeders to precisely manipulate the genomes of <italic>Urochloa</italic> species to achieve outstanding results.</p>
</sec>
<sec id="sec16">
<title>Apomixis</title>
<p>Apomixis is defined as an asexual reproductive mode in which the formation of seeds occurs without fertilization, which results in exact genetic replicas (clones) of the female parent (<xref ref-type="bibr" rid="ref9">Asker and Jerling, 1992</xref>; <xref ref-type="bibr" rid="ref65">Hand and Koltunow, 2014</xref>). This condition allows us to capture, fix, and propagate the hybrid vigor of superior heterozygous genotypes per seed (<xref ref-type="bibr" rid="ref155">Sailer et al., 2016</xref>) in a simpler manner compared with vegetative propagation or the production of hybrid seeds from inbred parental lines (<xref ref-type="bibr" rid="ref213">Worthington et al., 2016</xref>). Several studies have focused on investigating the genetic control of this reproductive mode for practical applications, particularly in agriculture, but much knowledge remains unknown (<xref ref-type="bibr" rid="ref65">Hand and Koltunow, 2014</xref>; <xref ref-type="bibr" rid="ref81">Kaushal et al., 2019</xref>; <xref ref-type="bibr" rid="ref164">Schmidt, 2020</xref>).</p>
<p>In the <italic>Urochloa</italic> genus, the type of apomixis is aposporic gametophytic, in which fertilization of the endosperm (pseudogamy) is necessary (<xref ref-type="bibr" rid="ref45">do Valle, 1990</xref>; <xref ref-type="bibr" rid="ref95">Lutts et al., 1994</xref>). Traditionally, the characterization of the reproductive mode of <italic>Urochloa</italic> species is conducted by embryo sac analysis, which is a very expensive and laborious method that requires adult plants for evaluation. Sexual and apomictic embryo sacs are often found on the same plant or even in the same ovule, and the observation of at least one aposporic embryonic sac indicates facultative apomixis (<xref ref-type="bibr" rid="ref45">do Valle, 1990</xref>).</p>
<p>Most studies that investigated the inheritance of apomixis concluded that it is simply inherited and that the trait is conferred by a single dominant Mendelian factor (<xref ref-type="bibr" rid="ref510">Valle et al., 1994</xref>; <xref ref-type="bibr" rid="ref504">Miles and Escand&#x00F3;n, 1997</xref>; <xref ref-type="bibr" rid="ref133">Pessino et al., 1997</xref>, <xref ref-type="bibr" rid="ref132">2004</xref>), denoted as the ASGR (<xref ref-type="bibr" rid="ref127">Ozias-Akins and van Dijk, 2007</xref>). Therefore, in crossbreeding, progeny segregates to the reproductive mode on a 1:1 basis (<xref ref-type="bibr" rid="ref196">Valle and Savidan, 1996</xref>; <xref ref-type="bibr" rid="ref13">Barrios et al., 2013</xref>; <xref ref-type="bibr" rid="ref214">Worthington and Miles, 2015</xref>; <xref ref-type="bibr" rid="ref206">Vigna et al., 2016a</xref>).</p>
<p>Studies were performed to investigate the chromosomal duplication of sexual accessions in some <italic>Urochloa</italic> species (<xref ref-type="bibr" rid="ref179">Swenne et al., 1981</xref>; <xref ref-type="bibr" rid="ref137">Pinheiro et al., 2000</xref>; <xref ref-type="bibr" rid="ref170">Simioni and Valle, 2009</xref>). In addition, the genetic diversity maintained in apomictic accessions has recently started to be explored in breeding programs through crosses between apomictic (used as pollen donors) and sexual genotypes (<xref ref-type="bibr" rid="ref110">Miles, 2007</xref>). In addition to increasing genetic variability, these crosses allow the selection of superior genotypes (<xref ref-type="bibr" rid="ref168">Sime&#x00E3;o et al., 2021</xref>). The progeny obtained from these crosses need to be phenotyped with respect to the reproductive mode with the aim of the next hybridizations. Sexual offspring can be used as female parents in future crosses, and apomictic offspring are potential cultivars as well as possible male parents. Therefore, the search for markers linked to apomixis is one of the main demands of breeding programs for the MAS of hybrids, mainly in Brazilian programs. The use of molecular markers that cosegregate with apomixis represents enormous potential and enables the rapid screening of thousands of progenies at the seedling stage (<xref ref-type="bibr" rid="ref214">Worthington and Miles, 2015</xref>).</p>
<p>In the CIAT breeding program, MAS for apomixis has been performed since 2009 based on a SCAR marker called &#x201C;N14.&#x201D; This marker was developed from a RAPD marker linked to apomixis in <italic>U. decumbens</italic> cv. Basilisk and <italic>U. brizantha</italic> cv. La Libertad (<xref ref-type="bibr" rid="ref130">Pedraza Garcia, 1995</xref>) and is able to detect apomixis mainly when cv. Basilisk is used as the pollen donor parent. For more genetically distant species, such as <italic>U. humidicola</italic>, this marker is not effective (<xref ref-type="bibr" rid="ref213">Worthington et al., 2016</xref>).</p>
<p>Comparative molecular analyses and cytological studies have revealed that the region that controls apomixis (ACR) is apparently located in a chromosomal region with no recombination events documented to date (<xref ref-type="bibr" rid="ref505">Ortiz et al., 2013</xref>). Therefore, this genomic structure exhibits a high level of conservation among apomictic species. For instance, the synteny of this region has already been found for <italic>Urochloa</italic> with rice and corn (<xref ref-type="bibr" rid="ref127">Ozias-Akins and van Dijk, 2007</xref>).</p>
<p>To date, genetic mapping is one of the most frequent strategies used in investigating apomixis at the molecular level and in the search for markers intrinsically linked to this characteristic in <italic>Urochloa</italic> spp. <xref ref-type="bibr" rid="ref133">Pessino et al. (1997</xref>, 1998) genotyped <italic>Urochloa</italic> hybrids with AFLP and RFLP markers identified in maize and rice and observed a total of nine markers linked to apomixis in <italic>U. brizantha</italic> cv. Marandu and the close synteny of some markers to the region of maize chromosome 5 and rice chromosome 2. A RAPD marker was identified as linked to apomixis in <italic>U. humidicola</italic> (<xref ref-type="bibr" rid="ref219">Zorzatto et al., 2010</xref>). Additionally, in <italic>U. humidicola</italic>, <xref ref-type="bibr" rid="ref206">Vigna et al. (2016a)</xref> mapped the locus that controls apospory in LG2, which is located 19.4&#x2009;cM from the nearest SSR marker, and this finding corroborates the results reported by <xref ref-type="bibr" rid="ref506">Pessino et al. (1998)</xref>.</p>
<p>The ASGR was mapped to <italic>U. decumbens</italic> chromosome 5 in a region showing synteny with foxtail millet chromosome 5. In addition, the <italic>PsASGR-BABY BOOM-like</italic> (<italic>psASGR&#x2013;BBML</italic>)-specific primer (p779/p780), whose candidate gene for the apomixis parthenogenesis component was first described in <italic>Pennisetum squamulatum</italic> (<xref ref-type="bibr" rid="ref126">Ozias-Akins et al., 1998</xref>), was linked with ASGR, which indicates that this region is highly conserved across Paniceae species (<xref ref-type="bibr" rid="ref213">Worthington et al., 2016</xref>). Following this same strategy, <xref ref-type="bibr" rid="ref212">Worthington et al. (2019)</xref> mapped the ASGR in <italic>U. humidicola</italic> chromosome 1, a region syntenic with chromosomes 1 and 7 of <italic>foxtail millet</italic>. Although the ASGR was mapped to a different carrier chromosome than previously identified in <italic>U. decumbens</italic>, this study reinforced the postulation of ASGR-BBML as candidate genes for the parthenogenesis component of apomixis.</p>
<p>Some studies have suggested that events related to apomixis occur due to the dysregulation or suppression of genes involved in sexual reproduction (<xref ref-type="bibr" rid="ref127">Ozias-Akins and van Dijk, 2007</xref>) or to rearrangements in the expression of genes that constitute the sexual pathway (<xref ref-type="bibr" rid="ref60">Grimanelli et al., 2001</xref>). Thus, genetic studies have improved the understanding of the molecular mechanism of the different modes of reproduction in <italic>Urochloa</italic> species, which have particularly focused on apomixis (<xref ref-type="bibr" rid="ref152">Rodrigues et al., 2003</xref>; <xref ref-type="bibr" rid="ref6">Alves et al., 2007</xref>; <xref ref-type="bibr" rid="ref166">Silveira et al., 2009</xref>, <xref ref-type="bibr" rid="ref167">2012</xref>; <xref ref-type="bibr" rid="ref89">Lacerda et al., 2012</xref>; <xref ref-type="bibr" rid="ref62">Guimar&#x00E3;es et al., 2013</xref>; <xref ref-type="bibr" rid="ref50">Ferreira et al., 2017</xref>; <xref ref-type="bibr" rid="ref85">Koehler et al., 2020</xref>). Most of these studies were performed with <italic>U. brizantha</italic>, and the most recent study concluded that somatic embryogenesis receptor-like kinase (SERK) genes present different expression during somatic embryogenesis and sporogenesis of sexual and apomictic genotypes, which suggests a possible downregulation associated with apomictic development (<xref ref-type="bibr" rid="ref85">Koehler et al., 2020</xref>).</p>
<p>These studies at the gene level open new perspectives for the transfer of apomixis to sexual plants in the future <italic>via</italic> gene editing, but other genomic approaches, including bacterial artificial chromosomes (BACs), should be applied for the identification and characterization of the genomic regions that control apomixis in <italic>Urochloa</italic> spp. In addition, a greater understanding of the genetic basis and regulatory mechanisms underlying apomictic seed development, including epigenetic mechanisms, is needed. In addition, efforts to develop a diagnostic marker test for apomixis are still highly desirable for the early identification of apomixis because it can shorten selection cycles and reduce the costs of breeding programs.</p>
</sec>
</sec>
<sec id="sec17">
<title>Conclusion and Prospects</title>
<p>At present, to maintain and increase the use of tropical forage grasses as pastures in livestock agriculture, there is a continued need for improvements in the biomass and seed yield, nutritional quality, disease and pest resistance, and tolerance to abiotic stresses, including drought, in a more sustainable manner. The breeding programs of <italic>Urochloa</italic> spp. are quite recent, and knowledge about the genetics and genomics of the main species remains in progress. Moreover, genomic studies must be guided according to the specific objectives in the improvement of each species. Thus far, the basic knowledge of the <italic>Urochloa</italic> spp. genomes has been obtained through cytological studies, molecular markers, linkage maps and transcriptome sequences, and this information was obtained more slowly compared with that of other crops due to low investments and genomic complexities, including polyploidy.</p>
<p>Further studies of <italic>Urochloa</italic> spp. are still needed to understand and mine the genomic composition and diversity in general and to elucidate the genetic responses to different abiotic and biotic stress conditions. In addition, there is a strong demand for diagnostic molecular markers for target traits, particularly apomixis and spittlebug resistance. Currently, the opportunities to enrich the genomic knowledge of <italic>Urochloa</italic> spp. and accelerate breeding progress are growing with the advancement of technologies and computational methods, including efforts to explore and dissect complex traits of agronomic relevance. GWASs and GS studies remain in their infancy and should consider large panels of SNP markers and high-throughput phenotyping. In addition, due to the biology of <italic>Urochloa</italic> spp., more suitable models for the prediction of hybrid performance are needed, and deep learning techniques show great promise for this purpose. Moreover, specific strategies that consider the species, reproductive system, genome structure, and breeding purposes will have to be developed for GS.</p>
<p>Diploid reference genomes of <italic>Urochloa ruziziensis</italic> were recently made available (<xref ref-type="bibr" rid="ref136">Pessoa-Filho et al., 2019</xref>; <xref ref-type="bibr" rid="ref215">Worthington et al., 2021</xref>), which represents an important advance in the genomic resources for successfully leveraging genomic and molecular studies and breeding strategies, including GS. However, it is necessary to explore this and future genome assemblies in combination with different &#x201C;omics&#x201D; tools, such as metabolomics, transcriptomics and phenomics, which would ensure a better understanding of the expression and architecture of complex traits in Urochloa species. Thus, it is necessary to increase the research efforts aiming to develop innovative strategies that can be used in both basic research and applied improvements to generate new superior cultivars more effectively and guarantee a positive future impact on livestock production. Also, to make available genomic resources even more accessible and useful, an user-friendly genome browser for <italic>Urochloa</italic> and other tropical forage grass species should be implemented, allowing researchers to visually compare and correlate information from several different genomic sources.</p>
<p>In this review, we focused on the main characteristics of the four main species of <italic>Urochloa</italic> used in pastures, and we emphasized the genomic resources and molecular tools available for these species. This review should be helpful for scientists applying biological, genetic, and genomic approaches in studies of tropical forage grass species.</p>
</sec>
<sec id="sec18">
<title>Author Contributions</title>
<p>RF, AC, and AS jointly conceived this review. RF and AC prepared the first draft. LC, BV, and RS critically revised the manuscript. AS supervised the project. All authors read and approved the final manuscript.</p>
</sec>
<sec id="sec41" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by grants from the Funda&#x00E7;&#x00E3;o de Amparo &#x00E0; Pesquisa de do Estado de S&#x00E3;o Paulo (FAPESP), Coordena&#x00E7;&#x00E3;o de Aperfei&#x00E7;oamento de Pessoal de N&#x00ED;vel Superior (CAPES) and the Conselho Nacional de Desenvolvimento Cient&#x00ED;fico e Tecnol&#x00F3;gico (CNPq). RF received a PD fellowship from FAPESP (2018/19219&#x2013;6), and AS received research fellowships from CNPq (312777/2018&#x2013;3), CAPES - Computational Biology program (88882.160095/2013&#x2013;01) and FAPESP (2008/52197-4, 2005/51010-0).</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that this review was written in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec20" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>We would like to acknowledge the Funda&#x00E7;&#x00E3;o de Amparo &#x00E0; Pesquisa de do Estado de S&#x00E3;o Paulo (FAPESP), Conselho Nacional de Desenvolvimento Cient&#x00ED;fico e Tecnol&#x00F3;gico (CNPq), and the Coordena&#x00E7;&#x00E3;o de Aperfei&#x00E7;oamento de Pessoal de N&#x00ED;vel Superior (CAPES).</p>
</ack>
<ref-list>
<title>References</title>
<ref id="ref1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adamowski</surname> <given-names>E. V.</given-names></name> <name><surname>Boldrini</surname> <given-names>K. R.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2007</year>). <article-title>Abnormal cytokinesis in microsporogenesis of <italic>Brachiaria humidicola</italic> (Poaceae:Paniceae)</article-title>. <source>Genet. Mol. Res.</source> <volume>6</volume>, <fpage>616</fpage>&#x2013;<lpage>621</lpage>. PMID: <pub-id pub-id-type="pmid">18050080</pub-id></citation></ref>
<ref id="ref2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adamowski</surname> <given-names>E. V.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2008</year>). <article-title>Meiotic behavior in three interspecific three way hybrids between <italic>Brachiaria ruziziensis</italic> and <italic>B. brizantha</italic> (Poaceae: Paniceae)</article-title>. <source>J. Genet.</source> <volume>87</volume>, <fpage>33</fpage>&#x2013;<lpage>38</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12041-008-0005-7</pub-id>, PMID: <pub-id pub-id-type="pmid">18560172</pub-id></citation></ref>
<ref id="ref3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Adnew</surname> <given-names>W.</given-names></name> <name><surname>Asmare</surname> <given-names>B.</given-names></name> <name><surname>Mekuriaw</surname> <given-names>Y.</given-names></name></person-group> (<year>2021</year>). <article-title>Review on knowledge gap in Brachiaria grass research and utilization: Ethiopian perspective</article-title>. <source>AgroLife Sci. J.</source> <volume>10</volume>, <fpage>9</fpage>&#x2013;<lpage>26</lpage>.</citation></ref>
<ref id="ref4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aitken</surname> <given-names>K. S.</given-names></name> <name><surname>McNeil</surname> <given-names>M. D.</given-names></name> <name><surname>Hermann</surname> <given-names>S.</given-names></name> <name><surname>Bundock</surname> <given-names>P. C.</given-names></name> <name><surname>Kilian</surname> <given-names>A.</given-names></name> <name><surname>Heller-Uszynska</surname> <given-names>K.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>A comprehensive genetic map of sugarcane that provides enhanced map coverage and integrates high-throughput diversity array technology (DArT) markers</article-title>. <source>BMC Genomics</source> <volume>15</volume>:<fpage>152</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2164-15-152</pub-id>, PMID: <pub-id pub-id-type="pmid">24564784</pub-id></citation></ref>
<ref id="ref501"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Akiyama</surname> <given-names>Y.</given-names></name> <name><surname>Yamada-Akiyama</surname> <given-names>H.</given-names></name> <name><surname>Ebina</surname> <given-names>M.</given-names></name></person-group> (<year>2010</year>). &#x201C;<article-title>Morphological diversity of chromosomes bearing ribosomal DNA loci in Brachiaria species</article-title>&#x201D; in <source>Grassland Science</source> <italic>Vol</italic>. <volume>5</volume> (<publisher-name>Wiley</publisher-name>), <fpage>217</fpage>&#x2013;<lpage>223</lpage>.</citation></ref>
<ref id="ref5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Almeida</surname> <given-names>M. C. D. C.</given-names></name> <name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name> <name><surname>Valle</surname> <given-names>C. B. D.</given-names></name></person-group> (<year>2011</year>). <article-title>Diversidade gen&#x00E9;tica molecular entre cultivares e h&#x00ED;bridos de <italic>Brachiaria</italic> spp. e <italic>Panicum maximum</italic></article-title>. <source>Ci&#x00EA;nc. Rural</source> <volume>41</volume>, <fpage>1998</fpage>&#x2013;<lpage>2003</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S0103-84782011001100024</pub-id></citation></ref>
<ref id="ref6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Alves</surname> <given-names>E.</given-names></name> <name><surname>Carneiro</surname> <given-names>V.</given-names></name> <name><surname>Dusi</surname> <given-names>D.</given-names></name></person-group> (<year>2007</year>, <year>2007</year>). <article-title>In situ localization of three cDNA sequences associated with the later stages of aposporic embryo sac development of <italic>Brachiaria brizantha</italic></article-title>. <source>Protoplasma</source> <volume>231</volume>, <fpage>161</fpage>&#x2013;<lpage>171</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00709-007-0253-z</pub-id>, PMID: <pub-id pub-id-type="pmid">17603745</pub-id></citation></ref>
<ref id="ref7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ambiel</surname> <given-names>A. C.</given-names></name> <name><surname>Neto</surname> <given-names>N. B. M.</given-names></name> <name><surname>Guaberto</surname> <given-names>L. M.</given-names></name> <name><surname>Vanderlei</surname> <given-names>T. M.</given-names></name></person-group> (<year>2010</year>). <article-title><italic>Brachiaria</italic> germplasm dissimilarity as shown by RAPD markers</article-title>. <source>Crop Breed. Appl. Biotechnol.</source> <volume>10</volume>, <fpage>55</fpage>&#x2013;<lpage>64</lpage>. doi: <pub-id pub-id-type="doi">10.12702/1984-7033.v10n01a08</pub-id></citation></ref>
<ref id="ref8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ashalatha</surname> <given-names>V. N.</given-names></name> <name><surname>Nair</surname> <given-names>V. J.</given-names></name></person-group> (<year>1993</year>). <article-title><italic>Brachiaria</italic> Griseb. and <italic>Urochloa</italic> P. Beauv. (Poaceae) in India &#x2013; a conspectus</article-title>. <source>Bull. Bot. Surv. India</source> <volume>35</volume>, <fpage>27</fpage>&#x2013;<lpage>31</lpage>.</citation></ref>
<ref id="ref9"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Asker</surname> <given-names>S. E.</given-names></name> <name><surname>Jerling</surname> <given-names>L.</given-names></name></person-group> (<year>1992</year>). <source>Apomixis in Plants.</source> <publisher-name>CRC Press</publisher-name>, <publisher-loc>Boca Raton, FL</publisher-loc>.</citation></ref>
<ref id="ref12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Azevedo</surname> <given-names>A. L. S.</given-names></name> <name><surname>Costa</surname> <given-names>P. P.</given-names></name> <name><surname>Machado</surname> <given-names>M. A.</given-names></name> <name><surname>de Paula</surname> <given-names>C. M. P.</given-names></name> <name><surname>Sobrinho</surname> <given-names>F. S.</given-names></name></person-group> (<year>2011</year>). <article-title>High degree of genetic diversity among genotypes of the forage grass <italic>Brachiaria ruziziensis</italic> (Poaceae) detected with ISSR markers</article-title>. <source>Genet. Mol. Res.</source> <volume>10</volume>, <fpage>3530</fpage>&#x2013;<lpage>3538</lpage>. doi: <pub-id pub-id-type="doi">10.4238/2011.November.17.5</pub-id>, PMID: <pub-id pub-id-type="pmid">22095482</pub-id></citation></ref>
<ref id="ref13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barrios</surname> <given-names>S. C. L.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Alves</surname> <given-names>G. F.</given-names></name> <name><surname>Sime&#x00E3;o</surname> <given-names>R. M.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name></person-group> (<year>2013</year>). <article-title>Reciprocal recurrent selection in the breeding of <italic>Brachiaria decumbens</italic></article-title>. <source>Trop. Grassl.</source> <volume>1</volume>, <fpage>52</fpage>&#x2013;<lpage>54</lpage>. doi: <pub-id pub-id-type="doi">10.17138/TGFT(1)52-54</pub-id></citation></ref>
<ref id="ref14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Basappa</surname> <given-names>G. P.</given-names></name> <name><surname>Muniyamma</surname> <given-names>M.</given-names></name> <name><surname>Chinnappa</surname> <given-names>C. C.</given-names></name></person-group> (<year>1987</year>). <article-title>An investigation of chromosome numbers in the genus <italic>Brachiaria</italic> (Poaceae: Paniceae) in relation to morphology and taxonomy</article-title>. <source>Can. J. Bot.</source> <volume>65</volume>, <fpage>2297</fpage>&#x2013;<lpage>2309</lpage>. doi: <pub-id pub-id-type="doi">10.1139/b87-313</pub-id></citation></ref>
<ref id="ref15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Batistoti</surname> <given-names>C.</given-names></name> <name><surname>Lempp</surname> <given-names>B.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name> <name><surname>Morais</surname> <given-names>M. D. G.</given-names></name> <name><surname>Cubas</surname> <given-names>A. C.</given-names></name> <name><surname>Gomes</surname> <given-names>R. A.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Correlations among anatomical, morphological, chemical and agronomic characteristics of leaf blades in <italic>Panicum maximum</italic> genotypes</article-title>. <source>Anim. Feed. Sci. Tech.</source> <volume>171</volume>, <fpage>173</fpage>&#x2013;<lpage>180</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.anifeedsci.2011.11.008</pub-id></citation></ref>
<ref id="ref16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bayer</surname> <given-names>R. J.</given-names></name></person-group> (<year>1987</year>). <article-title>Evolution and phylogenetic relationships of the Antennaria (Asteraceae: Inuleae) polyploid agamic complexes</article-title>. <source>Biol Zent.</source> <volume>106</volume>, <fpage>683</fpage>&#x2013;<lpage>698</lpage>.</citation></ref>
<ref id="ref17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bernini</surname> <given-names>C.</given-names></name> <name><surname>Marin-Morales</surname> <given-names>M. A.</given-names></name></person-group> (<year>2001</year>). <article-title>Karyotype analysis in <italic>Brachiaria</italic> (Poaceae) species</article-title>. <source>Cytobios</source> <volume>104</volume>, <fpage>157</fpage>&#x2013;<lpage>171</lpage>. PMID: <pub-id pub-id-type="pmid">11318511</pub-id></citation></ref>
<ref id="ref18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhat</surname> <given-names>J. A.</given-names></name> <name><surname>Ali</surname> <given-names>S.</given-names></name> <name><surname>Salgotra</surname> <given-names>R. K.</given-names></name> <name><surname>Mir</surname> <given-names>Z. A.</given-names></name> <name><surname>Dutta</surname> <given-names>S.</given-names></name> <name><surname>Jadon</surname> <given-names>V.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Genomic selection in the <italic>era</italic> of next generation sequencing for complex traits in plant breeding</article-title>. <source>Front. Genet.</source> <volume>7</volume>:<fpage>221</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fgene.2016.00221</pub-id>, PMID: <pub-id pub-id-type="pmid">28083016</pub-id></citation></ref>
<ref id="ref19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhatt</surname> <given-names>P.</given-names></name> <name><surname>Thaker</surname> <given-names>V.</given-names></name></person-group> (<year>2021</year>). <article-title>A comparative study on 193 plastomes of Poaceae for validity and implications of individual barcode genes and concatenated protein coding sequences with selected plastomes of grasses from the desert of India</article-title>. <source>Meta Gene</source> <volume>29</volume>:<fpage>100921</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.mgene.2021.100921</pub-id></citation></ref>
<ref id="ref20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Blanco-Pastor</surname> <given-names>J. L.</given-names></name> <name><surname>Bertrand</surname> <given-names>Y. J. K.</given-names></name> <name><surname>Liberal</surname> <given-names>I. M.</given-names></name> <name><surname>Wei</surname> <given-names>E.</given-names></name> <name><surname>Brummer</surname> <given-names>E. C.</given-names></name> <name><surname>Pfeil</surname> <given-names>B. E.</given-names></name></person-group> (<year>2019</year>). <article-title>Evolutionary networks from RADseq loci point to hybrid origins of <italic>Medicago carstiensis</italic> and <italic>Medicago cretacea</italic></article-title>. <source>Am. J. Bot.</source> <volume>106</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ajb2.1352</pub-id></citation></ref>
<ref id="ref21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boldrini</surname> <given-names>R. K.</given-names></name> <name><surname>Adamowski</surname> <given-names>E. V.</given-names></name> <name><surname>Message</surname> <given-names>H.</given-names></name> <name><surname>Calisto</surname> <given-names>V.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2011a</year>). <article-title>Meiotic behavior as a selection tool in the breeding of <italic>Brachiaria humidicola</italic> (Poaceae)</article-title>. <source>Euphytica</source> <volume>182</volume>, <fpage>317</fpage>&#x2013;<lpage>324</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10681-011-0402-5</pub-id></citation></ref>
<ref id="ref22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boldrini</surname> <given-names>R. K.</given-names></name> <name><surname>Adamowski</surname> <given-names>E. V.</given-names></name> <name><surname>Silva</surname> <given-names>N.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2011b</year>). <article-title>Meiotic behavior in nonaploid accessions of <italic>Brachiaria humidicola</italic> (Poaceae) and implications for breeding</article-title>. <source>Genet. Mol. Res.</source> <volume>10</volume>, <fpage>169</fpage>&#x2013;<lpage>176</lpage>. doi: <pub-id pub-id-type="doi">10.4238/vol10-1gmr990</pub-id></citation></ref>
<ref id="ref23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boldrini</surname> <given-names>K. R.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2009</year>). <article-title>Meiotic behavior of a nonaploid accession endorses x = 6 for <italic>Brachiaria humidicola</italic> (Poaceae)</article-title>. <source>Genet. Mol. Res.</source> <volume>8</volume>, <fpage>1444</fpage>&#x2013;<lpage>1450</lpage>. doi: <pub-id pub-id-type="doi">10.4238/vol8-4gmr679</pub-id>, PMID: <pub-id pub-id-type="pmid">20013658</pub-id></citation></ref>
<ref id="ref24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Boldrini</surname> <given-names>K. R.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2006</year>). <article-title>Abnormal timing of cytokinesis in microsporogenesis in <italic>Brachiaria humidicola</italic> (Poaceae: Paniceae)</article-title>. <source>J. Genet.</source> <volume>85</volume>, <fpage>225</fpage>&#x2013;<lpage>228</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF02935337</pub-id>, PMID: <pub-id pub-id-type="pmid">17406100</pub-id></citation></ref>
<ref id="ref25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourke</surname> <given-names>P. M.</given-names></name> <name><surname>van Geest</surname> <given-names>G.</given-names></name> <name><surname>Voorrips</surname> <given-names>R. E.</given-names></name> <name><surname>Jansen</surname> <given-names>J.</given-names></name> <name><surname>Kranenburg</surname> <given-names>T.</given-names></name> <name><surname>Shahin</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2018b</year>). <article-title>polymapR-linkage analysis and genetic map construction from F1 populations of outcrossing polyploids</article-title>. <source>Bioinformatics</source> <volume>34</volume>, <fpage>3496</fpage>&#x2013;<lpage>3502</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/bty371</pub-id></citation></ref>
<ref id="ref26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourke</surname> <given-names>P. M.</given-names></name> <name><surname>Voorrips</surname> <given-names>R. E.</given-names></name> <name><surname>Visser</surname> <given-names>R. G. F.</given-names></name> <name><surname>Maliepaard</surname> <given-names>C.</given-names></name></person-group> (<year>2018a</year>). <article-title>Tools for genetic studies in experimental populations of polyploids</article-title>. <source>Front. Plant Sci.</source> <volume>9</volume>:<fpage>513</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2018.00513</pub-id></citation></ref>
<ref id="ref27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braga</surname> <given-names>I.</given-names></name> <name><surname>Yamamoto</surname> <given-names>C. J. T.</given-names></name> <name><surname>Cust&#x00F3;dio</surname> <given-names>C. C.</given-names></name> <name><surname>Machado-Neto</surname> <given-names>N. B.</given-names></name></person-group> (<year>2017</year>). <article-title>Differentiation of <italic>Urochloa brizantha</italic> cultivars by inter-simple sequence repeat (ISSR) markers in seed samples</article-title>. <source>Afr. J. Biotechnol.</source> <volume>16</volume>, <fpage>607</fpage>&#x2013;<lpage>614</lpage>. doi: <pub-id pub-id-type="doi">10.5897/AJB2016.15638</pub-id></citation></ref>
<ref id="ref28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Braz</surname> <given-names>G. T.</given-names></name> <name><surname>He</surname> <given-names>L.</given-names></name> <name><surname>Zhao</surname> <given-names>H.</given-names></name> <name><surname>Zhang</surname> <given-names>T.</given-names></name> <name><surname>Semrau</surname> <given-names>K.</given-names></name> <name><surname>Rouillard</surname> <given-names>J. M.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Comparative oligo-FISH mapping: an efficient and powerful methodology to reveal karyotypic and chromosomal evolution</article-title>. <source>Genetics</source> <volume>208</volume>, <fpage>513</fpage>&#x2013;<lpage>523</lpage>. doi: <pub-id pub-id-type="doi">10.1534/genetics.117.300344</pub-id></citation></ref>
<ref id="ref29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Britt</surname> <given-names>J. H.</given-names></name> <name><surname>Cushman</surname> <given-names>R. A.</given-names></name> <name><surname>Dechow</surname> <given-names>C. D.</given-names></name> <name><surname>Dobson</surname> <given-names>H.</given-names></name> <name><surname>Humblot</surname> <given-names>P.</given-names></name> <name><surname>Hutjens</surname> <given-names>M. F.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Invited review: learning from the future-A vision for dairy farms and cows in 2067</article-title>. <source>J. Dairy Sci.</source> <volume>101</volume>, <fpage>3722</fpage>&#x2013;<lpage>3741</lpage>. doi: <pub-id pub-id-type="doi">10.3168/jds.2017-14025</pub-id>, PMID: <pub-id pub-id-type="pmid">29501340</pub-id></citation></ref>
<ref id="ref30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burke</surname> <given-names>S. V.</given-names></name> <name><surname>Wysocki</surname> <given-names>W. P.</given-names></name> <name><surname>Zuloaga</surname> <given-names>F. O.</given-names></name> <name><surname>Craine</surname> <given-names>J. M.</given-names></name> <name><surname>Pires</surname> <given-names>J. C.</given-names></name> <name><surname>Edger</surname> <given-names>P. P.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Evolutionary relationships in Panicoid grasses based on plastome phylogenomics (Panicoideae; Poaceae)</article-title>. <source>BMC Plant Bio.</source> <volume>16</volume>:<fpage>140</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12870-016-0823-3</pub-id>, PMID: <pub-id pub-id-type="pmid">27316745</pub-id></citation></ref>
<ref id="ref31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Casler</surname> <given-names>M. D.</given-names></name> <name><surname>Brummer</surname> <given-names>E. C.</given-names></name></person-group> (<year>2008</year>). <article-title>Theoretical expected genetic gains for among-and-within-family selection methods in perennial forage crops</article-title>. <source>Crop Sci.</source> <volume>48</volume>, <fpage>890</fpage>&#x2013;<lpage>902</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2007.09.0499</pub-id>, PMID: <pub-id pub-id-type="pmid">26559662</pub-id></citation></ref>
<ref id="ref32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>Z. J.</given-names></name> <name><surname>Ni</surname> <given-names>Z.</given-names></name></person-group> (<year>2006</year>). <article-title>Mechanisms of genomic rearrangements and gene expression changes in plant polyploids</article-title>. <source>BioEssays</source> <volume>28</volume>, <fpage>240</fpage>&#x2013;<lpage>252</lpage>. doi: <pub-id pub-id-type="doi">10.1002/bies.20374</pub-id>, PMID: <pub-id pub-id-type="pmid">16479580</pub-id></citation></ref>
<ref id="ref33"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>da Rocha</surname> <given-names>M.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Salgado</surname> <given-names>L. R.</given-names></name></person-group> (<year>2008</year>). Variabilidade gen&#x00E9;tica em acessos e cultivares de quatro esp&#x00E9;cies de <italic>Brachiaria</italic> estimada por marcadores RAPD. <italic>Boletim de Pesquisa e Desenvolvimento</italic> n&#x00B0;. 24. Embrapa Beef Cattle, Campo Grande-MS.</citation></ref>
<ref id="ref34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Corr&#x00EA;a</surname> <given-names>C. T. R.</given-names></name> <name><surname>Bonetti</surname> <given-names>N. G. Z.</given-names></name> <name><surname>Barrios</surname> <given-names>S. C. L.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Torres</surname> <given-names>G. A.</given-names></name> <name><surname>Thechio</surname> <given-names>V. H.</given-names></name></person-group> (<year>2020</year>). <article-title>GISH-based comparative genomic analysis in <italic>Urochloa</italic> P. Beauv</article-title>. <source>Mol. Biol. Rep.</source> <volume>47</volume>, <fpage>887</fpage>&#x2013;<lpage>896</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11033-019-05179-7</pub-id>, PMID: <pub-id pub-id-type="pmid">31734896</pub-id></citation></ref>
<ref id="ref35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cotton</surname> <given-names>J. L.</given-names></name> <name><surname>Wysocki</surname> <given-names>W. P.</given-names></name> <name><surname>Clark</surname> <given-names>L. G.</given-names></name> <name><surname>Kelchner</surname> <given-names>S. A.</given-names></name> <name><surname>Pires</surname> <given-names>J. C.</given-names></name> <name><surname>Edger</surname> <given-names>P. P.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Resolving deep relationships of PACMAD grasses: a phylogenomic approach</article-title>. <source>BMC Plant Biol.</source> <volume>15</volume>:<fpage>178</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12870-015-0563-9</pub-id>, PMID: <pub-id pub-id-type="pmid">26160195</pub-id></citation></ref>
<ref id="ref502"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Darlington</surname> <given-names>C. D.</given-names></name> <name><surname>Wylie</surname> <given-names>A. P</given-names></name></person-group>. (<year>1955</year>). <source>Chromosome Atlas of Flowering Plants.</source> <publisher-loc>London</publisher-loc>: <publisher-name>Allen and Unwin</publisher-name> </citation></ref>
<ref id="ref38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de C Lara</surname> <given-names>L. A.</given-names></name> <name><surname>Santos</surname> <given-names>M. F.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name> <name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>Vilela</surname> <given-names>M. M.</given-names></name> <name><surname>Amadeu</surname> <given-names>R. R.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Genomic selection with allele dosage in <italic>Panicum maximum</italic> Jacq</article-title>. <source>G3</source> <volume>9</volume>, <fpage>2463</fpage>&#x2013;<lpage>2475</lpage>. doi: <pub-id pub-id-type="doi">10.1534/g3.118.200986</pub-id>, PMID: <pub-id pub-id-type="pmid">31171567</pub-id></citation></ref>
<ref id="ref39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Campos Moraes</surname> <given-names>I.</given-names></name> <name><surname>de Campos Rume</surname> <given-names>G.</given-names></name> <name><surname>Souza Sobrinho</surname> <given-names>F.</given-names></name> <name><surname>Techio</surname> <given-names>V. H.</given-names></name></person-group> (<year>2019</year>). <article-title>Characterization of aneuploidy in interspecific hybrid between <italic>Urochloa ruziziensis</italic> (R. Germ. &#x0026; Evrard) Crins and <italic>Urochloa decumbens</italic> (Stapf) R. D. Webster</article-title>. <source>Mol. Biol. Rep.</source> <volume>46</volume>, <fpage>1931</fpage>&#x2013;<lpage>1940</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11033-019-04643-8</pub-id>, PMID: <pub-id pub-id-type="pmid">30710232</pub-id></citation></ref>
<ref id="ref41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Oliveira Silva</surname> <given-names>R.</given-names></name> <name><surname>Barioni</surname> <given-names>L.</given-names></name> <name><surname>Hall</surname> <given-names>J. A. J.</given-names></name> <name><surname>Folegatti Matsuura</surname> <given-names>M.</given-names></name> <name><surname>Zanett Albertini</surname> <given-names>T.</given-names></name> <name><surname>Fernandes</surname> <given-names>F. A.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Increasing beef production could lower greenhouse gas emissions in Brazil if decoupled from deforestation</article-title>. <source>Nat. Clim. Change</source> <volume>6</volume>, <fpage>493</fpage>&#x2013;<lpage>497</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nclimate2916</pub-id></citation></ref>
<ref id="ref42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Paula</surname> <given-names>C. M. P.</given-names></name> <name><surname>Sobrinho</surname> <given-names>F. S.</given-names></name> <name><surname>Techio</surname> <given-names>V. H.</given-names></name></person-group> (<year>2017</year>). <article-title>Genomic constitution and relationship in <italic>Urochloa</italic> (Poaceae) species and hybrids</article-title>. <source>Crop Sci.</source> <volume>57</volume>, <fpage>2605</fpage>&#x2013;<lpage>2616</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2017.05.0307</pub-id></citation></ref>
<ref id="ref36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>da Rocha</surname> <given-names>M. J.</given-names></name> <name><surname>Chiavegatto</surname> <given-names>R. B.</given-names></name> <name><surname>Damasceno</surname> <given-names>A. G.</given-names></name> <name><surname>Rocha</surname> <given-names>L. C.</given-names></name> <name><surname>Souza Sobrinho</surname> <given-names>F.</given-names></name> <name><surname>Techio</surname> <given-names>V. H.</given-names></name></person-group> (<year>2019</year>). <article-title>Comparative meiosis and cytogenomic analysis in euploid and aneuploid hybrids of <italic>Urochloa</italic> P. Beauv</article-title>. <source>Chromosom. Res.</source> <volume>27</volume>, <fpage>333</fpage>&#x2013;<lpage>344</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10577-019-09616-y</pub-id>, PMID: <pub-id pub-id-type="pmid">31485871</pub-id></citation></ref>
<ref id="ref43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Deschamps</surname> <given-names>S.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Llaca</surname> <given-names>V.</given-names></name> <name><surname>Ye</surname> <given-names>L.</given-names></name> <name><surname>Sanyal</surname> <given-names>A.</given-names></name> <name><surname>King</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>A chromosome-scale assembly of the sorghum genome using nanopore sequencing and optical mapping</article-title>. <source>Nat. Commun.</source> <volume>9</volume>:<fpage>4844</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-018-07271-1</pub-id>, PMID: <pub-id pub-id-type="pmid">30451840</pub-id></citation></ref>
<ref id="ref44"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Dewey</surname> <given-names>D. R.</given-names></name></person-group> (<year>1980</year>). &#x201C;<article-title>Some applications and misapplications of induced polyploidy to plant breeding</article-title>,&#x201D; in <source>Polyploidy: Biological Relevance.</source> ed. <person-group person-group-type="editor"><name><surname>Lewis</surname> <given-names>W. H.</given-names></name></person-group> (<publisher-loc>New York</publisher-loc>: <publisher-name>Lewis Plenum Press</publisher-name>), <fpage>445</fpage>&#x2013;<lpage>470</lpage>.</citation></ref>
<ref id="ref45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>1990</year>). <article-title>Cole&#x00E7;&#x00E3;o de germoplasma de esp&#x00E9;cies de <italic>Brachiaria</italic> no CIAT: estudos b&#x00E1;sicos visando ao melhoramento gen&#x00E9;tico</article-title>. <source>Campo Grande &#x2013; MS: Embrapa Gado de Corte</source> <comment>33p. (Boletim de Pesquisa, 46).</comment></citation></ref>
<ref id="ref46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Duvall</surname> <given-names>M. R.</given-names></name> <name><surname>Burke</surname> <given-names>S. V.</given-names></name> <name><surname>Clark</surname> <given-names>D. C.</given-names></name></person-group> (<year>2019</year>). <article-title>Plastome phylogenomics of Poaceae: alternate topologies depend on alignment gaps</article-title>. <source>Bot. J. Linn. Soc.</source> <volume>192</volume>, <fpage>9</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.1093/botlinnean/boz060</pub-id></citation></ref>
<ref id="ref47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Felismino</surname> <given-names>M. F.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2010</year>). <article-title>Meiotic behavior of interspecific hybrids between artificially tetraploidized sexual <italic>Brachiaria ruziziensis</italic> and tetraploid apomictic <italic>B. brizantha</italic> (Poaceae)</article-title>. <source>Sci. Agric.</source> <volume>67</volume>, <fpage>191</fpage>&#x2013;<lpage>197</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S0103-90162010000200010</pub-id></citation></ref>
<ref id="ref48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Felismino</surname> <given-names>M. F.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Resende</surname> <given-names>R. M. S.</given-names></name></person-group> (<year>2012</year>). <article-title>Meiotic stability in two valuable interspecific hybrids of <italic>Brachiaria</italic> (Poaceae)</article-title>. <source>Plant Breed.</source> <volume>131</volume>, <fpage>402</fpage>&#x2013;<lpage>408</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1439-0523.2011.01942.x</pub-id></citation></ref>
<ref id="ref49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferreira</surname> <given-names>R. C. U.</given-names></name> <name><surname>Can&#x00E7;ado</surname> <given-names>L. J.</given-names></name> <name><surname>Do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>de Souza</surname> <given-names>A. P.</given-names></name></person-group> (<year>2016</year>). <article-title>Microsatellite loci for <italic>Urochloa decumbens</italic> (Stapf) R.D. Webster and cross-amplification in other <italic>Urochloa</italic> species</article-title>. <source>BMC. Res. Notes</source> <volume>9</volume>:<fpage>152</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13104-016-1967-9</pub-id>, PMID: <pub-id pub-id-type="pmid">26964874</pub-id></citation></ref>
<ref id="ref50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferreira</surname> <given-names>L. G.</given-names></name> <name><surname>de Alencar Dusi</surname> <given-names>D. M.</given-names></name> <name><surname>Irsigler</surname> <given-names>A. S. T.</given-names></name> <name><surname>Gomes</surname> <given-names>A. C. M. M.</given-names></name> <name><surname>Mendes</surname> <given-names>M. A.</given-names></name> <name><surname>Colombo</surname> <given-names>L.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>GID1 expression is associated with ovule development of sexual and apomictic plants</article-title>. <source>Plant Cell Rep.</source> <volume>37</volume>, <fpage>293</fpage>&#x2013;<lpage>306</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00299-017-2230-0</pub-id></citation></ref>
<ref id="ref51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ferreira</surname> <given-names>R. C. U.</given-names></name> <name><surname>Lara</surname> <given-names>L. A. C.</given-names></name> <name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>Barrios</surname> <given-names>S. C. L.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Val&#x00E9;rio</surname> <given-names>J. R.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Genetic mapping with allele dosage information in tetraploid <italic>Urochloa decumbens</italic> (Stapf) R. D. Webster reveals insights into spittlebug (<italic>Notozulia entreriana</italic> Berg) resistance</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>:<fpage>92</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2019.00092</pub-id>, PMID: <pub-id pub-id-type="pmid">30873183</pub-id></citation></ref>
<ref id="ref52"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Frankel</surname> <given-names>O. H.</given-names></name></person-group> (<year>1984</year>). &#x201C;<article-title>Genetic perspectives of germplasm conservation</article-title>,&#x201D; in <source>Genetic Manipulation: Impact on Man and Society.</source> eds. <person-group person-group-type="editor"><name><surname>Arber</surname> <given-names>W.</given-names></name> <name><surname>Llimensee</surname> <given-names>K.</given-names></name> <name><surname>Peacock</surname> <given-names>W. J.</given-names></name> <name><surname>Starlinger</surname> <given-names>P.</given-names></name></person-group> (<publisher-loc>Cambridge</publisher-loc>: <publisher-name>Cambridge University Press</publisher-name>), <fpage>161</fpage>&#x2013;<lpage>170</lpage>.</citation></ref>
<ref id="ref53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fuzinatto</surname> <given-names>V. A.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2012</year>). <article-title>Meiotic behavior in apomictic <italic>Brachiaria ruziziensis</italic> x <italic>B. brizantha</italic> (Poaceae) progenies</article-title>. <source>Sci. Agric.</source> <volume>69</volume>, <fpage>380</fpage>&#x2013;<lpage>385</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S0103-90162012000600006</pub-id></citation></ref>
<ref id="ref54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fuzinatto</surname> <given-names>V. A.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2017</year>). <article-title>Evidence of programmed cell death during microsporogenesis in an interspecific <italic>Brachiaria</italic> (Poaceae: 48 Panicoideae: Paniceae) hybrid</article-title>. <source>Genet. Mol. Res.</source> <volume>6</volume>, <fpage>208</fpage>&#x2013;<lpage>215</lpage>.</citation></ref>
<ref id="ref55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garcia</surname> <given-names>M.</given-names></name> <name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>Sousa</surname> <given-names>A. C. B.</given-names></name> <name><surname>Jungmann</surname> <given-names>L.</given-names></name> <name><surname>Cidade</surname> <given-names>F. W.</given-names></name> <name><surname>Toledo-Silva</surname> <given-names>G.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Molecular genetic variability, population structure and mating system in tropical forages</article-title>. <source>Trop. Grass &#x2013; Forr Trop</source> <volume>1</volume>, <fpage>25</fpage>&#x2013;<lpage>30</lpage>. doi: <pub-id pub-id-type="doi">10.17138/TGFT(1)25-30</pub-id></citation></ref>
<ref id="ref56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Girma</surname> <given-names>D.</given-names></name> <name><surname>Cannarozzi</surname> <given-names>G.</given-names></name> <name><surname>Weichert</surname> <given-names>A.</given-names></name> <name><surname>Tadele</surname> <given-names>Z.</given-names></name></person-group> (<year>2018</year>). <article-title>Genotyping by sequencing reasserts the close relationship between tef and its putative wild <italic>Eragrostis</italic> progenitors</article-title>. <source>Diversity</source> <volume>10</volume>:<fpage>17</fpage>. doi: <pub-id pub-id-type="doi">10.3390/d10020017</pub-id></citation></ref>
<ref id="ref57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Giussani</surname> <given-names>L. M.</given-names></name> <name><surname>Cota-S&#x00E1;nchez</surname> <given-names>J. H.</given-names></name> <name><surname>Zuloaga</surname> <given-names>F. O.</given-names></name> <name><surname>Kellogg</surname> <given-names>E. A.</given-names></name></person-group> (<year>2001</year>). <article-title>A molecular phylogeny of the grass subfamily Panicoideae (Poaceae) shows multiple origins of C4 photosynthesis</article-title>. <source>Am. J. Bot.</source> <volume>88</volume>, <fpage>1993</fpage>&#x2013;<lpage>2012</lpage>. doi: <pub-id pub-id-type="doi">10.2307/3558427</pub-id>, PMID: <pub-id pub-id-type="pmid">21669633</pub-id></citation></ref>
<ref id="ref58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gobbe</surname> <given-names>J.</given-names></name> <name><surname>Swenne</surname> <given-names>A.</given-names></name> <name><surname>Louant</surname> <given-names>B. P.</given-names></name></person-group> (<year>1981</year>). <article-title>Diplo&#x00EF;des naturels et autot&#x00E9;traplo&#x00EF;des induits chez <italic>Brachiaria ruziziensis</italic> Germain et Evrard: crit&#x00E8;res d'identification</article-title>. <source>L&#x2019;Agronomie Tropicale</source> <volume>36</volume>, <fpage>339</fpage>&#x2013;<lpage>346</lpage>.</citation></ref>
<ref id="ref59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goodstein</surname> <given-names>D. M.</given-names></name> <name><surname>Shu</surname> <given-names>S.</given-names></name> <name><surname>Howson</surname> <given-names>R.</given-names></name> <name><surname>Neupane</surname> <given-names>R.</given-names></name> <name><surname>Hayes</surname> <given-names>R. D.</given-names></name> <name><surname>Fazo</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2011</year>). <article-title>Phytozome: a comparative platform for green plant genomics</article-title>. <source>Nucleic Acids Res.</source> <volume>40</volume>, <fpage>D1178</fpage>&#x2013;<lpage>D1186</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gkr944</pub-id></citation></ref>
<ref id="ref503"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Gordon</surname> <given-names>I. J.</given-names></name></person-group> (<year>2018</year>). &#x201C;<article-title>Review: Livestock production increasingly influences wildlife across the globe</article-title>&#x201D; in <source>Animal</source> <italic>Vol</italic>. <volume>12</volume> (<publisher-name>Elsevier BV</publisher-name>), <fpage>S372</fpage>&#x2013;<lpage>S382</lpage>.</citation></ref>
<ref id="ref60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grimanelli</surname> <given-names>D.</given-names></name> <name><surname>Leblanc</surname> <given-names>O.</given-names></name> <name><surname>Perotti</surname> <given-names>E.</given-names></name> <name><surname>Grossniklaus</surname> <given-names>U.</given-names></name></person-group> (<year>2001</year>). <article-title>Developmental genetics of gametophytic apomixis</article-title>. <source>Trends Genet.</source> <volume>17</volume>, <fpage>597</fpage>&#x2013;<lpage>604</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0168-9525(01)02454-4</pub-id>, PMID: <pub-id pub-id-type="pmid">11585667</pub-id></citation></ref>
<ref id="ref61"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Grisebach</surname> <given-names>A.</given-names></name></person-group> (<year>1853</year>). &#x201C;<article-title>Brachiaria</article-title>,&#x201D; in <source>Flora Rossica.</source> ed. <person-group person-group-type="editor"><name><surname>Ledebour</surname> <given-names>C. F.</given-names></name></person-group> (<publisher-loc>Stuttgart</publisher-loc>: <publisher-name>Sumtibus Librariae E. Schweizerbart</publisher-name>).</citation></ref>
<ref id="ref62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guimar&#x00E3;es</surname> <given-names>L. A.</given-names></name> <name><surname>de A Dusi</surname> <given-names>D. M.</given-names></name> <name><surname>Masiero</surname> <given-names>S.</given-names></name> <name><surname>Resentini</surname> <given-names>F.</given-names></name> <name><surname>Gomes</surname> <given-names>A. C. M. M.</given-names></name> <name><surname>Silveira</surname> <given-names>&#x00C9;. D.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title><italic>BbrizAGL6</italic> is differentially expressed during embryo sac formation of apomictic and sexual <italic>Brachiaria brizantha</italic> plants</article-title>. <source>Plant Mol. Biol. Rep.</source> <volume>31</volume>, <fpage>1397</fpage>&#x2013;<lpage>1406</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11105-013-0618-8</pub-id>, PMID: <pub-id pub-id-type="pmid">22033774</pub-id></citation></ref>
<ref id="ref63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Haas</surname> <given-names>R.</given-names></name> <name><surname>Zelezniak</surname> <given-names>A.</given-names></name> <name><surname>Iacovacci</surname> <given-names>J.</given-names></name> <name><surname>Kamrad</surname> <given-names>S.</given-names></name> <name><surname>Townsend</surname> <given-names>S.</given-names></name> <name><surname>Ralser</surname> <given-names>M.</given-names></name></person-group> (<year>2017</year>). <article-title>Designing and interpreting &#x2018;multi-omic&#x2019; experiments that may change our understanding of biology</article-title>. <source>Curr. Opin. Syst. Biol.</source> <volume>6</volume>, <fpage>37</fpage>&#x2013;<lpage>45</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.coisb.2017.08.009</pub-id>, PMID: <pub-id pub-id-type="pmid">32923746</pub-id></citation></ref>
<ref id="ref64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hackett</surname> <given-names>C. A.</given-names></name> <name><surname>McLean</surname> <given-names>K.</given-names></name> <name><surname>Bryan</surname> <given-names>G. J.</given-names></name></person-group> (<year>2013</year>). <article-title>Linkage analysis and QTL mapping using SNP dosage data in a tetraploid potato mapping population</article-title>. <source>PLoS One</source> <volume>8</volume>:<fpage>e63939</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0063939</pub-id>, PMID: <pub-id pub-id-type="pmid">23704960</pub-id></citation></ref>
<ref id="ref65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hand</surname> <given-names>M. L.</given-names></name> <name><surname>Koltunow</surname> <given-names>A. M.</given-names></name></person-group> (<year>2014</year>). <article-title>The genetic control of apomixis: asexual seed formation</article-title>. <source>Genetics</source> <volume>197</volume>, <fpage>441</fpage>&#x2013;<lpage>450</lpage>. doi: <pub-id pub-id-type="doi">10.1534/genetics.114.163105</pub-id>, PMID: <pub-id pub-id-type="pmid">24939990</pub-id></citation></ref>
<ref id="ref66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hegarty</surname> <given-names>M.</given-names></name> <name><surname>Coate</surname> <given-names>J.</given-names></name> <name><surname>Sherman-Broyles</surname> <given-names>S.</given-names></name> <name><surname>Abbott</surname> <given-names>R.</given-names></name> <name><surname>Hiscock</surname> <given-names>S.</given-names></name> <name><surname>Doyle</surname> <given-names>J.</given-names></name></person-group> (<year>2013</year>). <article-title>Lessons from natural and artificial polyploids in higher plants</article-title>. <source>Cytogenet. Genome Res.</source> <volume>140</volume>, <fpage>204</fpage>&#x2013;<lpage>225</lpage>. doi: <pub-id pub-id-type="doi">10.1159/000353361</pub-id>, PMID: <pub-id pub-id-type="pmid">23816545</pub-id></citation></ref>
<ref id="ref67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hodkinson</surname> <given-names>T. R.</given-names></name></person-group> (<year>2018</year>). <article-title>Evolution and taxonomy of the grasses (Poaceae): a model family for the study of species-rich groups</article-title>. <source>Annu. Plant Rev. Online 1</source>, <fpage>255</fpage>&#x2013;<lpage>294</lpage>. doi: <pub-id pub-id-type="doi">10.1002/9781119312994.apr0622</pub-id></citation></ref>
<ref id="ref68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holmann</surname> <given-names>F.</given-names></name> <name><surname>Peck</surname> <given-names>D. C.</given-names></name></person-group> (<year>2002</year>). <article-title>Economic damage of grassland spittlebugs (Homoptera: Cercopidae) in Colombia: a first approximation of impact on animal production in <italic>Brachiaria decumbens</italic></article-title>. <source>Neotrop. Entomol.</source> <volume>31</volume>, <fpage>275</fpage>&#x2013;<lpage>284</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1519-566X2002000200016</pub-id></citation></ref>
<ref id="ref69"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Hopkinson</surname> <given-names>J. M.</given-names></name> <name><surname>de Souza</surname> <given-names>F. H. D.</given-names></name> <name><surname>Diulgheroff</surname> <given-names>S.</given-names></name> <name><surname>Ortiz</surname> <given-names>A.</given-names></name> <name><surname>Sanchez</surname> <given-names>M.</given-names></name></person-group> (<year>1996</year>). &#x201C;<article-title>Reproductive physiology, seed production, and seed quality of <italic>Brachiaria</italic></article-title>&#x201D;, in <source>Brachiaria: Biology, Agronomy, Improvement</source>, eds <person-group person-group-type="editor"><name><surname>Miles</surname> <given-names>J.</given-names></name> <name><surname>Maass</surname> <given-names>B.</given-names></name></person-group>, and <person-group person-group-type="editor"><name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<publisher-name>Centro Internacional de Agricultura Tropical &#x2013; CIAT; Empresa Brasileira de Pesquisa Agropecu&#x00E1;ria &#x2013; EMBRAPA, Cali</publisher-name>: <publisher-loc>Bras&#x00ED;lia</publisher-loc>), <fpage>124</fpage>&#x2013;<lpage>140</lpage>.</citation></ref>
<ref id="ref71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ishigaki</surname> <given-names>G.</given-names></name> <name><surname>Gondo</surname> <given-names>T.</given-names></name> <name><surname>Suenaga</surname> <given-names>K.</given-names></name> <name><surname>Akashi</surname> <given-names>R.</given-names></name></person-group> (<year>2009</year>). <article-title>Induction of tetraploid ruzigrass (<italic>Brachiaria ruziziensis</italic>) plants by colchicine treatment of in vitro multiple-shoot clumps and seedlings</article-title>. <source>Grassl. Sci.</source> <volume>55</volume>, <fpage>164</fpage>&#x2013;<lpage>170</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1744-697X.2009.00153.x</pub-id></citation></ref>
<ref id="ref72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jank</surname> <given-names>L.</given-names></name> <name><surname>Barrios</surname> <given-names>S. C.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Sime&#x00E3;o</surname> <given-names>R. M.</given-names></name> <name><surname>Alves</surname> <given-names>G. F.</given-names></name></person-group> (<year>2014</year>). <article-title>The value of improved pastures to Brazilian beef production</article-title>. <source>Crop Pasture Sci.</source> <volume>65</volume>, <fpage>1132</fpage>&#x2013;<lpage>1137</lpage>. doi: <pub-id pub-id-type="doi">10.1071/CP13319</pub-id></citation></ref>
<ref id="ref73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jank</surname> <given-names>L.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Resende</surname> <given-names>R. M. S.</given-names></name></person-group> (<year>2011</year>). <article-title>Breeding tropical forages</article-title>. <source>Crop Breed. Appl. Biotechnol.</source> <volume>11</volume>, <fpage>27</fpage>&#x2013;<lpage>34</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1984-70332011000500005</pub-id>, PMID: <pub-id pub-id-type="pmid">34201593</pub-id></citation></ref>
<ref id="ref74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiao</surname> <given-names>W. B.</given-names></name> <name><surname>Schneeberger</surname> <given-names>K.</given-names></name></person-group> (<year>2017</year>). <article-title>The impact of third generation genomic technologies on plant genome assembly</article-title>. <source>Curr. Opin. Plant Biol.</source> <volume>36</volume>, <fpage>64</fpage>&#x2013;<lpage>70</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.pbi.2017.02.002</pub-id>, PMID: <pub-id pub-id-type="pmid">33511345</pub-id></citation></ref>
<ref id="ref75"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jones</surname> <given-names>S. S.</given-names></name> <name><surname>Burke</surname> <given-names>S. V.</given-names></name> <name><surname>Duvall</surname> <given-names>M. R.</given-names></name></person-group> (<year>2014</year>). <article-title>Phylogenomics, molecular evolution, and estimated ages of lineages from the deep phylogeny of Poaceae</article-title>. <source>Plant Syst. Evol.</source> <volume>300</volume>, <fpage>1421</fpage>&#x2013;<lpage>1436</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00606-013-0971-y</pub-id></citation></ref>
<ref id="ref76"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jones</surname> <given-names>C.</given-names></name> <name><surname>De Vega</surname> <given-names>J.</given-names></name> <name><surname>Worthington</surname> <given-names>M.</given-names></name> <name><surname>Thomas</surname> <given-names>A.</given-names></name> <name><surname>Gasior</surname> <given-names>D.</given-names></name> <name><surname>Harper</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>A comparison of differential gene expression in response to the onset of water stress between three hybrid <italic>Brachiaria</italic> genotypes</article-title>. <source>Front. Plant Sci.</source> <volume>12</volume>:<fpage>637956</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2021.637956</pub-id>, PMID: <pub-id pub-id-type="pmid">33815444</pub-id></citation></ref>
<ref id="ref77"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jungmann</surname> <given-names>L.</given-names></name> <name><surname>Sousa</surname> <given-names>A. C. B.</given-names></name> <name><surname>Paiva</surname> <given-names>J.</given-names></name> <name><surname>Francisco</surname> <given-names>P. M.</given-names></name> <name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2009a</year>). <article-title>Isolation and characterization of microsatellite markers for <italic>Brachiaria brizantha</italic> (Hochst. Ex A. Rich.)</article-title>. <source>Stapf. Conserv. Genet.</source> <volume>10</volume>, <fpage>1873</fpage>&#x2013;<lpage>1876</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10592-009-9839-7</pub-id></citation></ref>
<ref id="ref78"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jungmann</surname> <given-names>L.</given-names></name> <name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>Boldrini</surname> <given-names>K. R.</given-names></name> <name><surname>Sousa</surname> <given-names>A. C. B.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Resende</surname> <given-names>R. M. S.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Genetic diversity and population structure analysis of the tropical pasture grass <italic>Brachiaria humidicola</italic> based on microsatellites, cytogenetics, morphological traits, and geographical origin</article-title>. <source>Genome</source> <volume>53</volume>, <fpage>698</fpage>&#x2013;<lpage>709</lpage>. doi: <pub-id pub-id-type="doi">10.1139/G10-055</pub-id>, PMID: <pub-id pub-id-type="pmid">20924419</pub-id></citation></ref>
<ref id="ref79"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jungmann</surname> <given-names>L.</given-names></name> <name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>Paiva</surname> <given-names>J.</given-names></name> <name><surname>Sousa</surname> <given-names>A. C. B.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Laborda</surname> <given-names>P. R.</given-names></name> <etal/></person-group>. (<year>2009b</year>). <article-title>Development of microsatellite markers for <italic>Brachiaria humidicola</italic> (Rendle) Schweick</article-title>. <source>Conserv. Genet. Resour.</source> <volume>1</volume>, <fpage>475</fpage>&#x2013;<lpage>479</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12686-009-9111-y</pub-id></citation></ref>
<ref id="ref80"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Junqueira-Filho</surname> <given-names>R. G.</given-names></name> <name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Bione</surname> <given-names>N. C. P.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>de Oliveira Penteado</surname> <given-names>M. I.</given-names></name></person-group> (<year>2003</year>). <article-title>Absence of microspore polarity symmetric divisions and pollen cell fate in <italic>Brachiaria decumbens</italic> (Gramineae)</article-title>. <source>Genome</source> <volume>46</volume>, <fpage>83</fpage>&#x2013;<lpage>88</lpage>. doi: <pub-id pub-id-type="doi">10.1139/g02-114</pub-id>, PMID: <pub-id pub-id-type="pmid">12669799</pub-id></citation></ref>
<ref id="ref81"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaushal</surname> <given-names>P.</given-names></name> <name><surname>Dwivedi</surname> <given-names>K. K.</given-names></name> <name><surname>Radhakrishna</surname> <given-names>A.</given-names></name> <name><surname>Srivastava</surname> <given-names>M. K.</given-names></name> <name><surname>Kumar</surname> <given-names>V.</given-names></name> <name><surname>Roy</surname> <given-names>A. K.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Partitioning apomixis components to understand and utilize gametophytic apomixis</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>:<fpage>256</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2019.00256</pub-id>, PMID: <pub-id pub-id-type="pmid">30906306</pub-id></citation></ref>
<ref id="ref82"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Keller-Grein</surname> <given-names>G.</given-names></name> <name><surname>Maass</surname> <given-names>B. L.</given-names></name> <name><surname>Hanson</surname> <given-names>J.</given-names></name></person-group> (<year>1996</year>). &#x201C;<article-title>Natural variation in <italic>Brachiaria</italic> and existing germoplasma collections</article-title>&#x201D;, in <source>Brachiaria: Biology, Agronomy and Improvement</source>, eds <person-group person-group-type="editor"><name><surname>Miles</surname> <given-names>J. W.</given-names></name> <name><surname>Maass</surname> <given-names>B. L.</given-names></name></person-group> and <person-group person-group-type="editor"><name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<publisher-name>Centro Internacional de Agricultura Tropical &#x2013; CIAT; Empresa Brasileira de Pesquisa Agropecu&#x00E1;ria &#x2013; EMBRAPA, Cali</publisher-name>; <publisher-loc>Bras&#x00ED;lia</publisher-loc>), <fpage>17</fpage>&#x2013;<lpage>42</lpage>.</citation></ref>
<ref id="ref83"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kellogg</surname> <given-names>E. A.</given-names></name></person-group> (<year>1988</year>). <article-title>Who&#x2019;s related to whom? Recent results from molecular systematic studies</article-title>. <source>Curr. Opin. Plant Biol.</source> <volume>1</volume>, <fpage>149</fpage>&#x2013;<lpage>158</lpage>.</citation></ref>
<ref id="ref84"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Kellogg</surname> <given-names>E. A.</given-names></name></person-group> (<year>2015</year>). <source>Flowering Plants. Monocots.</source> <publisher-loc>Cham</publisher-loc>: <publisher-name>Springer International Publishing</publisher-name></citation></ref>
<ref id="ref85"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koehler</surname> <given-names>A. D.</given-names></name> <name><surname>Irsigler</surname> <given-names>A. S. T.</given-names></name> <name><surname>Carneiro</surname> <given-names>V. T. C.</given-names></name> <name><surname>Cabtal</surname> <given-names>G. B.</given-names></name> <name><surname>Rodrigues</surname> <given-names>J. C. M.</given-names></name> <name><surname>Gomes</surname> <given-names>A. C. M. M.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title><italic>SERK</italic> genes identification and expression analysis during somatic embryogenesis and sporogenesis of sexual and apomictic <italic>Brachiaria brizantha</italic> (Syn. <italic>Urochloa brizantha</italic>)</article-title>. <source>Planta</source> <volume>252</volume>:<fpage>39</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s00425-020-03443-w</pub-id>, PMID: <pub-id pub-id-type="pmid">32797317</pub-id></citation></ref>
<ref id="ref86"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kukurba</surname> <given-names>K. R.</given-names></name> <name><surname>Montgomery</surname> <given-names>S. B.</given-names></name></person-group> (<year>2015</year>). <article-title>RNA sequencing and analysis</article-title>. <source>Cold Spring Harbor. Protoc.</source> <volume>2015</volume>:<fpage>pdb.top084970</fpage>. doi: <pub-id pub-id-type="doi">10.1101/pdb.top084970</pub-id>, PMID: <pub-id pub-id-type="pmid">25870306</pub-id></citation></ref>
<ref id="ref87"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kuwi</surname> <given-names>S. O.</given-names></name> <name><surname>Kyalo</surname> <given-names>M.</given-names></name> <name><surname>Mutai</surname> <given-names>C. K.</given-names></name> <name><surname>Mwilawa</surname> <given-names>A.</given-names></name> <name><surname>Hanson</surname> <given-names>J.</given-names></name> <name><surname>Djikeng</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Genetic diversity and population structure of <italic>Urochloa</italic> grass accessions from Tanzania using simple sequence repeat (SSR) markers</article-title>. <source>Braz. J. Bot.</source> <volume>41</volume>, <fpage>699</fpage>&#x2013;<lpage>709</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s40415-018-0482-8</pub-id>, PMID: <pub-id pub-id-type="pmid">32981986</pub-id></citation></ref>
<ref id="ref88"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kyriakidou</surname> <given-names>M.</given-names></name> <name><surname>Tai</surname> <given-names>H. H.</given-names></name> <name><surname>Anglin</surname> <given-names>N. L.</given-names></name> <name><surname>Ellis</surname> <given-names>D.</given-names></name> <name><surname>Str&#x00F6;mvik</surname> <given-names>M. V.</given-names></name></person-group> (<year>2018</year>). <article-title>Current strategies of Polyploid plant genome sequence assembly</article-title>. <source>Front. Plant Sci.</source> <volume>9</volume>:<fpage>1660</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2018.01660</pub-id>, PMID: <pub-id pub-id-type="pmid">30519250</pub-id></citation></ref>
<ref id="ref89"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lacerda</surname> <given-names>A. L. M.</given-names></name> <name><surname>de Alencar Dusi</surname> <given-names>D. M.</given-names></name> <name><surname>Alves</surname> <given-names>E. R.</given-names></name> <name><surname>Rodrigues</surname> <given-names>J. C. M.</given-names></name> <name><surname>Gomes</surname> <given-names>A. C. M. M.</given-names></name> <name><surname>de Campos Carneiro</surname> <given-names>V. T.</given-names></name></person-group> (<year>2012</year>). <article-title>Expression analyses of <italic>Brachiaria brizantha</italic> genes encoding ribosomal proteins <italic>BbrizRPS8</italic>, <italic>BbrizRPS15a</italic>, and <italic>BbrizRPL41</italic> during development of ovaries and anthers</article-title>. <source>Protoplasma</source> <volume>250</volume>, <fpage>505</fpage>&#x2013;<lpage>514</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00709-012-0433-3</pub-id></citation></ref>
<ref id="ref90"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leinonen</surname> <given-names>M.</given-names></name> <name><surname>Salmela</surname> <given-names>L.</given-names></name></person-group> (<year>2020</year>). <article-title>Optical map guided genome assembly</article-title>. <source>BMC Bioinf.</source> <volume>21</volume>:<fpage>285</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12859-020-03623-1</pub-id>, PMID: <pub-id pub-id-type="pmid">32631227</pub-id></citation></ref>
<ref id="ref91"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lewin</surname> <given-names>H. A.</given-names></name> <name><surname>Larkin</surname> <given-names>D. M.</given-names></name> <name><surname>Pontius</surname> <given-names>J.</given-names></name> <name><surname>O&#x2019;Brien</surname> <given-names>S. J.</given-names></name></person-group> (<year>2009</year>). <article-title>Every genome sequence needs a good map</article-title>. <source>Genome Res.</source> <volume>19</volume>, <fpage>1925</fpage>&#x2013;<lpage>1928</lpage>. doi: <pub-id pub-id-type="doi">10.1101/gr.094557.109</pub-id>, PMID: <pub-id pub-id-type="pmid">19596977</pub-id></citation></ref>
<ref id="ref92"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>G.</given-names></name> <name><surname>Zhang</surname> <given-names>T.</given-names></name> <name><surname>Yu</surname> <given-names>Z.</given-names></name> <name><surname>Wang</surname> <given-names>H.</given-names></name> <name><surname>Yang</surname> <given-names>E.</given-names></name> <name><surname>Yang</surname> <given-names>Z.</given-names></name></person-group> (<year>2020</year>). <article-title>An efficient oligo-FISH painting system for revealing chromosome rearrangements and polyploidization in Triticeae</article-title>. <source>Plant J.</source> <volume>105</volume>, <fpage>978</fpage>&#x2013;<lpage>993</lpage>. doi: <pub-id pub-id-type="doi">10.1111/tpj.15081</pub-id></citation></ref>
<ref id="ref93"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>L.</given-names></name> <name><surname>Fan</surname> <given-names>X.</given-names></name> <name><surname>Tan</surname> <given-names>P.</given-names></name> <name><surname>Wu</surname> <given-names>J.</given-names></name> <name><surname>Zhang</surname> <given-names>H.</given-names></name> <name><surname>Han</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>The development of SSR markers based on RNA-sequencing and its validation between and within <italic>Carex</italic> L. species</article-title>. <source>BMC Plant Biol.</source> <volume>21</volume>:<fpage>17</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12870-020-02792-8</pub-id>, PMID: <pub-id pub-id-type="pmid">33407132</pub-id></citation></ref>
<ref id="ref94"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Sun</surname> <given-names>S.</given-names></name> <name><surname>Wu</surname> <given-names>Y.</given-names></name> <name><surname>Zhou</surname> <given-names>Y.</given-names></name> <name><surname>Gu</surname> <given-names>S.</given-names></name> <name><surname>Yu</surname> <given-names>H.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Dual-color oligo-FISH can reveal chromosomal variations and evolution in <italic>Oryza</italic> species</article-title>. <source>Plant J.</source> <volume>101</volume>, <fpage>112</fpage>&#x2013;<lpage>121</lpage>. doi: <pub-id pub-id-type="doi">10.1111/tpj.14522</pub-id></citation></ref>
<ref id="ref95"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lutts</surname> <given-names>S.</given-names></name> <name><surname>Ndikumana</surname> <given-names>J.</given-names></name> <name><surname>Louant</surname> <given-names>B. P.</given-names></name></person-group> (<year>1994</year>). <article-title>Male and female sporogenesis and gametogenesis in apomictic <italic>Brachiaria brizantha</italic>, <italic>Brachiaria decumbens</italic> and F1 hybrids with sexual colchicine induced tetraploid <italic>Brachiaria ruziziensis</italic></article-title>. <source>Euphytica</source> <volume>78</volume>, <fpage>19</fpage>&#x2013;<lpage>25</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF00021394</pub-id></citation></ref>
<ref id="ref96"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maass</surname> <given-names>B. L.</given-names></name> <name><surname>Midega</surname> <given-names>A. O.</given-names></name> <name><surname>Mutimura</surname> <given-names>M.</given-names></name> <name><surname>Rahetlah</surname> <given-names>V. B.</given-names></name> <name><surname>Salgado</surname> <given-names>P.</given-names></name> <name><surname>Kabirizi</surname> <given-names>J. M.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>Homecoming of <italic>Brachiaria</italic>: improved hybrids prove useful for African animal agriculture</article-title>. <source>East Afr. Agric. For. J.</source> <volume>81</volume>, <fpage>71</fpage>&#x2013;<lpage>78</lpage>. doi: <pub-id pub-id-type="doi">10.1080/00128325.2015.1041263</pub-id></citation></ref>
<ref id="ref97"><citation citation-type="other"><person-group person-group-type="author"><collab id="coll3">MAPA (Brazilian Ministry of Agriculture, Livestock and Food Supply)</collab></person-group>. (<year>2021</year>). <article-title>National Cultivar Registry Data Bank (Registro Nacional de Cultivares&#x2013;RNC)</article-title>. Available at: <ext-link xlink:href="https://sistemas.agricultura.gov.br/snpc/cultivarweb/cultivares_registradas.php" ext-link-type="uri">https://sistemas.agricultura.gov.br/snpc/cultivarweb/cultivares_registradas.php</ext-link>(Accessed 30, 2021).</citation></ref>
<ref id="ref98"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mardis</surname> <given-names>E. R.</given-names></name></person-group> (<year>2011</year>). <article-title>A decade&#x2019;s perspective on DNA sequencing technology</article-title>. <source>Nature</source> <volume>470</volume>, <fpage>198</fpage>&#x2013;<lpage>203</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature09796</pub-id>, PMID: <pub-id pub-id-type="pmid">21307932</pub-id></citation></ref>
<ref id="ref99"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mason</surname> <given-names>A. S.</given-names></name> <name><surname>Wendel</surname> <given-names>J. F.</given-names></name></person-group> (<year>2020</year>). <article-title>Homoeologous exchanges, segmental allopolyploidy, and polyploid genome evolution</article-title>. <source>Front. Genet.</source> <volume>11</volume>:<fpage>1014</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fgene.2020.01014</pub-id>, PMID: <pub-id pub-id-type="pmid">33005183</pub-id></citation></ref>
<ref id="ref100"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matias</surname> <given-names>F. I.</given-names></name> <name><surname>Alves</surname> <given-names>F. C.</given-names></name> <name><surname>Meireles</surname> <given-names>K. G. X.</given-names></name> <name><surname>Barrios</surname> <given-names>S. C. L.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Endelman</surname> <given-names>J. B.</given-names></name> <etal/></person-group>. (<year>2019B</year>). <article-title>On the accuracy of genomic prediction models considering multi-trait and allele dosage in <italic>Urochloa</italic> spp. interspecific tetraploid hybrids</article-title>. <source>Mol. Breed.</source> <volume>39</volume>:<fpage>100</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s11032-019-1002-7</pub-id></citation></ref>
<ref id="ref101"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Matias</surname> <given-names>F. I.</given-names></name> <name><surname>Vidotti</surname> <given-names>M. S.</given-names></name> <name><surname>Meireles</surname> <given-names>K. G. X.</given-names></name> <name><surname>Barrios</surname> <given-names>S. C. L.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Carley</surname> <given-names>C. A. S.</given-names></name> <etal/></person-group>. (<year>2019a</year>). <article-title>Association mapping considering allele dosage: an example of forage traits in an interspecific segmental allotetraploid <italic>Urochloa</italic> spp. panel</article-title>. <source>Crop Sci.</source> <volume>59</volume>, <fpage>2062</fpage>&#x2013;<lpage>2076</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2019.03.0185</pub-id></citation></ref>
<ref id="ref102"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mendes</surname> <given-names>D. V.</given-names></name> <name><surname>Boldrini</surname> <given-names>K. R.</given-names></name> <name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2006</year>). <article-title>Cytological evidence of natural hybridization in <italic>Brachiaria brizantha</italic> Stapf (Gramineae)</article-title>. <source>Bot. J. Linn. Soc.</source> <volume>150</volume>, <fpage>441</fpage>&#x2013;<lpage>446</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1095-8339.2006.00493.x</pub-id></citation></ref>
<ref id="ref103"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Junqueira Filho</surname> <given-names>R. G.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Penteado</surname> <given-names>M. I. O.</given-names></name></person-group> (<year>2002b</year>). <article-title>Unusual cytological patterns of microsporogenesis in <italic>Brachiaria decumbens</italic>: abnormalities in spindle and defective cytokinesis causing precocious cellularization</article-title>. <source>Cell Biol. Int.</source> <volume>26</volume>, <fpage>641</fpage>&#x2013;<lpage>646</lpage>. doi: <pub-id pub-id-type="doi">10.1006/cbir.2002.0929</pub-id>, PMID: <pub-id pub-id-type="pmid">12127944</pub-id></citation></ref>
<ref id="ref104"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Forli</surname> <given-names>F.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Penteado</surname> <given-names>M. I. O.</given-names></name></person-group> (<year>2002a</year>). <article-title>Chromosome number and microsporogenesis in <italic>Brachiaria brizantha</italic> (Gramineae)</article-title>. <source>Euphytica</source> <volume>125</volume>, <fpage>419</fpage>&#x2013;<lpage>425</lpage>. doi: <pub-id pub-id-type="doi">10.1023/A:1016026027724</pub-id></citation></ref>
<ref id="ref105"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Silva</surname> <given-names>N.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2001</year>). <article-title>Meiotic instability in invader plants of signal grass <italic>Brachiaria decumbens</italic> Stapf (Gramineae)</article-title>. <source>Acta Sci</source> <volume>23</volume>, <fpage>619</fpage>&#x2013;<lpage>625</lpage>.</citation></ref>
<ref id="ref106"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> do (<year>2007</year>). <article-title>Meiotic arrest compromises pollen fertility in an interspecific hybrid between <italic>Brachiaria ruziziensis</italic> x <italic>Brachiaria decumbens</italic> (Poaceae: Paniceae)</article-title>. <source>Braz. Arch. Biol. Technol.</source> <volume>50</volume>:<fpage>831</fpage>&#x2013;<lpage>837</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1516-89132007000500011</pub-id></citation></ref>
<ref id="ref107"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2006</year>). <article-title>Cytogenetic evidence for genome elimination during microsporogenesis in interspecific hybrid between <italic>Brachiaria ruziziensis</italic> and <italic>B. brizantha</italic> (Poaceae)</article-title>. <source>Genet. Mol. Biol.</source> <volume>29</volume>, <fpage>711</fpage>&#x2013;<lpage>714</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1415-47572006000400021</pub-id></citation></ref>
<ref id="ref108"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Meuwissen</surname> <given-names>T. H. E.</given-names></name> <name><surname>Hayes</surname> <given-names>B. J.</given-names></name> <name><surname>Goddard</surname> <given-names>M. E.</given-names></name></person-group> (<year>2001</year>). <article-title>Prediction of total genetic value using genome-wide dense marker maps</article-title>. <source>Genetics</source> <volume>157</volume>, <fpage>1819</fpage>&#x2013;<lpage>1829</lpage>. doi: <pub-id pub-id-type="doi">10.1093/genetics/157.4.1819</pub-id>, PMID: <pub-id pub-id-type="pmid">11290733</pub-id></citation></ref>
<ref id="ref109"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Migicovsky</surname> <given-names>Z.</given-names></name> <name><surname>Warschefsky</surname> <given-names>E.</given-names></name> <name><surname>Klein</surname> <given-names>L. L.</given-names></name> <name><surname>Miller</surname> <given-names>A. J.</given-names></name></person-group> (<year>2019</year>). <article-title>Using living germplasm collections to characterize, improve, and conserve woody perennials</article-title>. <source>Crop Sci.</source> <volume>59</volume>, <fpage>2365</fpage>&#x2013;<lpage>2380</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2019.05.0353</pub-id></citation></ref>
<ref id="ref110"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miles</surname> <given-names>J. W.</given-names></name></person-group> (<year>2007</year>). <article-title>Apomixis for cultivar development in tropical forage grasses</article-title>. <source>Crop Sci.</source> <volume>47</volume>, <fpage>S238</fpage>&#x2013;<lpage>S249</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2007.04.0016IPBS</pub-id></citation></ref>
<ref id="ref504"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miles</surname> <given-names>J. W.</given-names></name> <name><surname>Escand&#x00F3;n</surname> <given-names>M. L.</given-names></name></person-group> (<year>1997</year>). <article-title>Further evidence on the inheritance of reproductive mode in <italic>Brachiaria</italic></article-title>. <source>Can. J. Plant Sci.</source> <volume>77</volume>, <fpage>105</fpage>&#x2013;<lpage>107</lpage>. doi: <pub-id pub-id-type="doi">10.4141/P95-187</pub-id>, PMID: <pub-id pub-id-type="pmid">27206716</pub-id></citation></ref>
<ref id="ref111"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Miles</surname> <given-names>J. W.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Rao</surname> <given-names>I. M.</given-names></name> <name><surname>Euclides</surname> <given-names>V. P. B.</given-names></name></person-group> (<year>2004</year>). &#x201C;<article-title>Brachiariagrass</article-title>&#x201D;, in <source>Warm-Season (C4) Grasses</source>, eds <person-group person-group-type="editor"><name><surname>Moser</surname> <given-names>L.E.</given-names></name> <name><surname>Burson</surname> <given-names>B. L.</given-names></name> <name><surname>Sollenberger</surname> <given-names>L. E.</given-names></name></person-group>. <publisher-name>American Society of Agronomy, Crop Science Society of America, Soil Science Society of America</publisher-name>, <publisher-loc>Madison</publisher-loc>, <fpage>745</fpage>&#x2013;<lpage>783</lpage>.</citation></ref>
<ref id="ref112"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Miles</surname> <given-names>J. W.</given-names></name> <name><surname>Escand&#x00F3;n</surname> <given-names>M. I.</given-names></name></person-group> (<year>1997</year>). <article-title>Further evidence on the inheritance of reproductive mode in <italic>Brachiaria</italic></article-title>. <source>Can. J. Plant Sci.</source> <volume>77</volume>, <fpage>105</fpage>&#x2013;<lpage>107</lpage>. doi: <pub-id pub-id-type="doi">10.4141/P95-187</pub-id>, PMID: <pub-id pub-id-type="pmid">27206716</pub-id></citation></ref>
<ref id="ref511"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mollinari</surname> <given-names>M.</given-names></name> <name><surname>Garcia</surname> <given-names>A. A. F.</given-names></name></person-group> (<year>2019</year>). <article-title>Linkage Analysis and Haplotype Phasing in Experimental Autopolyploid Populations with High Ploidy Level Using Hidden Markov Models</article-title>. <source>G3 Genes|Genomes|Genetics.</source> <volume>9</volume>, <fpage>3297</fpage>&#x2013;<lpage>3314</lpage>. doi: <pub-id pub-id-type="doi">10.1534/g3.119.400378</pub-id>, PMID: <pub-id pub-id-type="pmid">27206716</pub-id></citation></ref>
<ref id="ref113"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mollinari</surname> <given-names>M.</given-names></name> <name><surname>Olukolu</surname> <given-names>B. A.</given-names></name> <name><surname>da S Pereira</surname> <given-names>G.</given-names></name> <name><surname>Khan</surname> <given-names>A.</given-names></name> <name><surname>Gemenet</surname> <given-names>D.</given-names></name> <name><surname>Yencho</surname> <given-names>G. C.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Unraveling the hexaploid sweetpotato inheritance using ultra-dense multilocus mapping</article-title>. <source>G3</source> <volume>10</volume>, <fpage>281</fpage>&#x2013;<lpage>292</lpage>. doi: <pub-id pub-id-type="doi">10.1534/g3.119.400620</pub-id>, PMID: <pub-id pub-id-type="pmid">31732504</pub-id></citation></ref>
<ref id="ref114"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Montagu</surname> <given-names>M. V.</given-names></name></person-group> (<year>2020</year>). <article-title>The future of plant biotechnology in a globalized and environmentally endangered world</article-title>. <source>Genet. Mol. Biol.</source> <volume>43</volume>:<fpage>e20190040</fpage>. doi: <pub-id pub-id-type="doi">10.1590/1678-4685-gmb-2019-0040</pub-id>, PMID: <pub-id pub-id-type="pmid">31930275</pub-id></citation></ref>
<ref id="ref115"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Monteiro</surname> <given-names>L. C.</given-names></name> <name><surname>Verzignassi</surname> <given-names>J. R.</given-names></name> <name><surname>Barrios</surname> <given-names>S. C. L.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Fernandes</surname> <given-names>C. D.</given-names></name> <name><surname>Benteo</surname> <given-names>G. L.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title><italic>Brachiaria decumbens</italic> intraspecific hybrids: characterization and selection for seed production</article-title>. <source>J. Seed Sci.</source> <volume>38</volume>, <fpage>62</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1590/2317-1545v38n1152223</pub-id></citation></ref>
<ref id="ref116"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Montesinos-L&#x00F3;pez</surname> <given-names>O. A.</given-names></name> <name><surname>Montesinos-L&#x00F3;pez</surname> <given-names>A.</given-names></name> <name><surname>P&#x00E9;rez-Rodr&#x00ED;guez</surname> <given-names>P.</given-names></name> <name><surname>Barr&#x00F3;n-L&#x00F3;pez</surname> <given-names>J. A.</given-names></name> <name><surname>Martini</surname> <given-names>J. W. R.</given-names></name> <name><surname>Fajardo-Flores</surname> <given-names>S. B.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>A review of deep learning applications for genomic selection</article-title>. <source>BMC Genomics</source> <volume>22</volume>:<fpage>19</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12864-020-07319-x</pub-id>, PMID: <pub-id pub-id-type="pmid">33407114</pub-id></citation></ref>
<ref id="ref40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moraes</surname> <given-names>I. de C.</given-names></name> <name><surname>Pereira</surname> <given-names>W. A.</given-names></name> <name><surname>Nani</surname> <given-names>T. F.</given-names></name> <name><surname>Paula</surname> <given-names>C. M. P.</given-names></name> <name><surname>de, Rocha</surname> <given-names>M. J. da</given-names></name> <name><surname>Souza Sobrinho</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Karyotype analysis and mode of reproduction of two <italic>Urochloa</italic> P. Beauv. Species</article-title>. <source>Crop Sci.</source> doi: <pub-id pub-id-type="doi">10.1002/csc2.20542</pub-id></citation></ref>
<ref id="ref117"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morrone</surname> <given-names>O.</given-names></name> <name><surname>Zuloaga</surname> <given-names>F. O.</given-names></name></person-group> (<year>1992</year>). <article-title>Revisi&#x00F3;n de las especies sudamericanas nativas e introducidas de los g&#x00E9;neros <italic>Brachiaria</italic> y <italic>Urochloa</italic> (Poaceae: Panicoideae: Paniceae)</article-title>. <source>Darwin</source> <volume>31</volume>, <fpage>43</fpage>&#x2013;<lpage>109</lpage>.</citation></ref>
<ref id="ref118"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morrone</surname> <given-names>O.</given-names></name> <name><surname>Zuloaga</surname> <given-names>F. O.</given-names></name></person-group> (<year>1993</year>). <article-title>Sin&#x00F3;psis del g&#x00E9;nero <italic>Urochloa</italic> (Poaceae: Panicoideae: Paniceae) para M&#x00E9;xico y Am&#x00E9;rica central</article-title>. <source>Darwin</source> <volume>32</volume>, <fpage>59</fpage>&#x2013;<lpage>75</lpage>.</citation></ref>
<ref id="ref119"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Namazzi</surname> <given-names>C.</given-names></name> <name><surname>Sserumaga</surname> <given-names>J. P.</given-names></name> <name><surname>Mugerwa</surname> <given-names>S.</given-names></name> <name><surname>Kyalo</surname> <given-names>M.</given-names></name> <name><surname>Mutai</surname> <given-names>C.</given-names></name> <name><surname>Mwesigwa</surname> <given-names>R.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Genetic diversity and population structure of <italic>Brachiaria</italic> (syn <italic>Urochloa</italic>) ecotypes from Uganda</article-title>. <source>Agronomy</source> <volume>10</volume>:<fpage>1193</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy10081193</pub-id></citation></ref>
<ref id="ref120"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nani</surname> <given-names>T. F.</given-names></name> <name><surname>Schnable</surname> <given-names>J. C.</given-names></name> <name><surname>Washburn</surname> <given-names>J. D.</given-names></name> <name><surname>Albert</surname> <given-names>P.</given-names></name> <name><surname>Pereira</surname> <given-names>W. A.</given-names></name> <name><surname>Sobrinho</surname> <given-names>F. S.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Location of low copy genes in chromosomes of <italic>Brachiaria</italic> spp</article-title>. <source>Mol. Biol. Rep.</source> <volume>45</volume>, <fpage>109</fpage>&#x2013;<lpage>118</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11033-018-4144-5</pub-id>, PMID: <pub-id pub-id-type="pmid">29330722</pub-id></citation></ref>
<ref id="ref121"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nielen</surname> <given-names>S.</given-names></name> <name><surname>Almeida</surname> <given-names>L. M.</given-names></name> <name><surname>Carneiro</surname> <given-names>V. T. C.</given-names></name> <name><surname>Araujo</surname> <given-names>A. C. G.</given-names></name></person-group> (<year>2009</year>). <article-title>Physical mapping of rDNA genes corroborates allopolyploid origin in apomictic <italic>Brachiaria brizantha</italic></article-title>. <source>Sex. Plant Reprod.</source> <volume>23</volume>, <fpage>45</fpage>&#x2013;<lpage>51</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00497-009-0124-1</pub-id></citation></ref>
<ref id="ref122"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nitthaisong</surname> <given-names>P.</given-names></name> <name><surname>Ishigaki</surname> <given-names>G.</given-names></name> <name><surname>Tanaka</surname> <given-names>H.</given-names></name> <name><surname>Akashi</surname> <given-names>R.</given-names></name></person-group> (<year>2016</year>). <article-title>Chromosome number, genomic variation, and molecular markers to assess genetic diversity of species</article-title>. <source>Crop Sci.</source> <volume>56</volume>, <fpage>312</fpage>&#x2013;<lpage>321</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2015.04.0203</pub-id>, PMID: <pub-id pub-id-type="pmid">28033673</pub-id></citation></ref>
<ref id="ref124"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ondabu</surname> <given-names>N.</given-names></name> <name><surname>Maina</surname> <given-names>S.</given-names></name> <name><surname>Kimani</surname> <given-names>W.</given-names></name> <name><surname>Njarui</surname> <given-names>D.</given-names></name> <name><surname>Djikeng</surname> <given-names>A.</given-names></name> <name><surname>Ghimire</surname> <given-names>S.</given-names></name></person-group> (<year>2017</year>). <article-title>Molecular characterizations of Kenyan <italic>Brachiaria</italic> grass ecotypes with microsatellite (SSR) markers</article-title>. <source>Agronomy</source> <volume>7</volume>:<fpage>8</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy7010008</pub-id>, PMID: <pub-id pub-id-type="pmid">33304637</pub-id></citation></ref>
<ref id="ref505"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ortiz</surname> <given-names>J. P. A.</given-names></name> <name><surname>Quarin</surname> <given-names>C. L.</given-names></name> <name><surname>Pessino</surname> <given-names>S. C.</given-names></name> <name><surname>Acuna</surname> <given-names>C.</given-names></name> <name><surname>Martinez</surname> <given-names>E. J.</given-names></name> <name><surname>Espinoza</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Harnessing apomictic reproduction in grasses: what we have learned from <italic>Paspalum</italic></article-title>. <source>Ann. Bot.</source> <volume>112</volume>, <fpage>767</fpage>&#x2013;<lpage>787</lpage>. doi: <pub-id pub-id-type="doi">10.1093/aob/mct152</pub-id>, PMID: <pub-id pub-id-type="pmid">23864004</pub-id></citation></ref>
<ref id="ref125"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Orton</surname> <given-names>L. M.</given-names></name> <name><surname>Barber&#x00E1;</surname> <given-names>P.</given-names></name> <name><surname>Nissenbaum</surname> <given-names>M. P.</given-names></name> <name><surname>Peterson</surname> <given-names>P. M.</given-names></name> <name><surname>Quintanar</surname> <given-names>A.</given-names></name> <name><surname>Soreng</surname> <given-names>R. J.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>A 313 plastome phylogenomic analysis of Pooideae: exploring relationships among the largest subfamily of grasses</article-title>. <source>Mol. Phylogenet. Evol.</source> <volume>159</volume>:<fpage>107110</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ympev.2021.107110</pub-id>, PMID: <pub-id pub-id-type="pmid">33609709</pub-id></citation></ref>
<ref id="ref126"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ozias-Akins</surname> <given-names>P.</given-names></name> <name><surname>Roche</surname> <given-names>D.</given-names></name> <name><surname>Hanna</surname> <given-names>W. W.</given-names></name></person-group> (<year>1998</year>). <article-title>Tight clustering and hemizygosity of apomixis-linked molecular markers in <italic>Pennisetum squamulatum</italic> implies genetic control of apospory by a divergent locus that may have no allelic form in sexual genotypes</article-title>. <source>Proc. Natl. Acad. Sci.</source> <volume>95</volume>, <fpage>5127</fpage>&#x2013;<lpage>5132</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.95.9.5127</pub-id></citation></ref>
<ref id="ref127"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ozias-Akins</surname> <given-names>P.</given-names></name> <name><surname>van Dijk</surname> <given-names>P. J.</given-names></name></person-group> (<year>2007</year>). <article-title>Mendelian genetics of apomixis in plants</article-title>. <source>Annu. Rev. Genet.</source> <volume>41</volume>, <fpage>509</fpage>&#x2013;<lpage>537</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.genet.40.110405.090511</pub-id>, PMID: <pub-id pub-id-type="pmid">18076331</pub-id></citation></ref>
<ref id="ref128"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ozsolak</surname> <given-names>F.</given-names></name> <name><surname>Milos</surname> <given-names>P. M.</given-names></name></person-group> (<year>2010</year>). <article-title>RNA sequencing: advances, challenges and opportunities</article-title>. <source>Nat. Rev. Genet.</source> <volume>12</volume>, <fpage>87</fpage>&#x2013;<lpage>98</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrg2934</pub-id></citation></ref>
<ref id="ref129"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Santos</surname> <given-names>E. M.</given-names></name> <name><surname>Mendes</surname> <given-names>D. V.</given-names></name> <name><surname>Bernardo</surname> <given-names>Z. H.</given-names></name> <name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Microsporogenesis in <italic>Brachiaria brizantha</italic> (Poaceae) as a selection tool for breeding</article-title>. <source>Genet. Mol. Res.</source> <volume>11</volume>, <fpage>1309</fpage>&#x2013;<lpage>1318</lpage>. doi: <pub-id pub-id-type="doi">10.4238/2012.May.15.1</pub-id>, PMID: <pub-id pub-id-type="pmid">22653577</pub-id></citation></ref>
<ref id="ref130"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Pedraza Garcia</surname> <given-names>F. P.</given-names></name></person-group> (<year>1995</year>). <article-title>Hacia la localizaci&#x00F3;n del gen de apomixis en <italic>Brachiaria</italic> usando marcadores moleculares RAPD. Ph.D. thesis, Universidad Nacional de Colombia, Palmira, Valle del Cauca</article-title>.</citation></ref>
<ref id="ref131"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pereira</surname> <given-names>J. F.</given-names></name> <name><surname>Azevedo</surname> <given-names>A. L. S.</given-names></name> <name><surname>Pessoa-Filho</surname> <given-names>M.</given-names></name> <name><surname>Romanel</surname> <given-names>E. A. D. C.</given-names></name> <name><surname>Pereira</surname> <given-names>A. V.</given-names></name> <name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>Research priorities for next-generation breeding of tropical forages in Brazil</article-title>. <source>Crop Breed. Appl. Biotechnol.</source> <volume>18</volume>, <fpage>314</fpage>&#x2013;<lpage>319</lpage>. doi: <pub-id pub-id-type="doi">10.1590/1984-70332018v18n3n46</pub-id>, PMID: <pub-id pub-id-type="pmid">28683832</pub-id></citation></ref>
<ref id="ref506"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pessino</surname> <given-names>S. C.</given-names></name> <name><surname>Evans</surname> <given-names>C.</given-names></name> <name><surname>Ortiz</surname> <given-names>J. P. A.</given-names></name> <name><surname>Armstead</surname> <given-names>I.</given-names></name> <name><surname>Valle</surname> <given-names>C. B. D.</given-names></name> <name><surname>Hayward</surname> <given-names>M. D.</given-names></name></person-group> (<year>1998</year>). <article-title>A genetic map of the apospory-region in <italic>Brachiaria</italic> hybrids: identification of two markers closely associated with the trait</article-title>. <source>Hereditas</source> <volume>128</volume>, <fpage>153</fpage>&#x2013;<lpage>158</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1601-5223.1998.00153.x</pub-id></citation></ref>
<ref id="ref132"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pessino</surname> <given-names>S. C.</given-names></name> <name><surname>Evans</surname> <given-names>C.</given-names></name> <name><surname>Ortiz</surname> <given-names>J. P. A.</given-names></name> <name><surname>Armstead</surname> <given-names>I.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Hayward</surname> <given-names>M. D.</given-names></name></person-group> (<year>2004</year>). <article-title>A genetic map of the apospory-region in <italic>Brachiaria</italic> hybrids: identification of two markers closely associated with the trait</article-title>. <source>Hereditas</source> <volume>128</volume>, <fpage>153</fpage>&#x2013;<lpage>158</lpage>. doi: <pub-id pub-id-type="doi">10.1111/J.1601-5223.1998.00153.X</pub-id></citation></ref>
<ref id="ref133"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pessino</surname> <given-names>S. C.</given-names></name> <name><surname>Ortiz</surname> <given-names>J. P. A.</given-names></name> <name><surname>Leblanc</surname> <given-names>O.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Evans</surname> <given-names>C.</given-names></name> <name><surname>Hayward</surname> <given-names>M. D.</given-names></name></person-group> (<year>1997</year>). <article-title>Identification of a maize linkage group related to apomixis in <italic>Brachiaria</italic></article-title>. <source>Theor Appl. Gen.</source> <volume>94</volume>, <fpage>439</fpage>&#x2013;<lpage>444</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s001220050434</pub-id></citation></ref>
<ref id="ref134"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pessoa-Filho</surname> <given-names>M.</given-names></name> <name><surname>Azevedo</surname> <given-names>A. L. S.</given-names></name> <name><surname>Sobrinho</surname> <given-names>F. S.</given-names></name> <name><surname>Gouvea</surname> <given-names>E. G.</given-names></name> <name><surname>Martins</surname> <given-names>A. M.</given-names></name> <name><surname>Ferreira</surname> <given-names>M. E.</given-names></name></person-group> (<year>2015</year>). <article-title>Genetic diversity and structure of Ruzigrass germplasm collected in Africa and Brazil</article-title>. <source>Crop Sci.</source> <volume>55</volume>, <fpage>2736</fpage>&#x2013;<lpage>2745</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2015.02.0096</pub-id> (Accessed 30, 2021).</citation></ref>
<ref id="ref135"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pessoa-Filho</surname> <given-names>M.</given-names></name> <name><surname>Martins</surname> <given-names>A. M.</given-names></name> <name><surname>Ferreira</surname> <given-names>M. E.</given-names></name></person-group> (<year>2017</year>). <article-title>Molecular dating of phylogenetic divergence between <italic>Urochloa</italic> species based on complete chloroplast genomes</article-title>. <source>BMC Genomics</source> <volume>18</volume>:<fpage>516</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12864-017-3904-2</pub-id>, PMID: <pub-id pub-id-type="pmid">28683832</pub-id></citation></ref>
<ref id="ref136"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Pessoa-Filho</surname> <given-names>M.</given-names></name> <name><surname>Sobrinho</surname> <given-names>F. S.</given-names></name> <name><surname>Fragoso</surname> <given-names>R. R.</given-names></name> <name><surname>Silva Junior</surname> <given-names>O. B.</given-names></name> <name><surname>Ferreira</surname> <given-names>M. E.</given-names></name></person-group> (<year>2019</year>). &#x201C;A Phased Diploid Genome Assembly for the Forage Grass <italic>Urochloa Ruziziensis</italic> Based on Single-Molecule Real-Time Sequencing.&#x201D; in <italic>International Plant and Animal Genome Conference XXVII, 2019, San Diego</italic>. Available at: <ext-link xlink:href="https://www.embrapa.br/en/busca-de-publicacoes/-/publicacao/1107378/a-phased-diploid-genome-assembly-for-the-forage-grass-urochloa-ruziziensis-based-on-single-molecule-real-time-sequencing" ext-link-type="uri">https://www.embrapa.br/en/busca-de-publicacoes/-/publicacao/1107378/a-phased-diploid-genome-assembly-for-the-forage-grass-urochloa-ruziziensis-based-on-single-molecule-real-time-sequencing</ext-link>.</citation></ref>
<ref id="ref137"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pinheiro</surname> <given-names>A. A.</given-names></name> <name><surname>Pozzobon</surname> <given-names>M. T.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Penteado</surname> <given-names>M. I. O.</given-names></name> <name><surname>Carneiro</surname> <given-names>V. T. C.</given-names></name></person-group> (<year>2000</year>). <article-title>Duplication of the chromosome number of diploid <italic>Brachiaria brizantha</italic> plants using colchicine</article-title>. <source>Plant Cell Rep.</source> <volume>19</volume>, <fpage>274</fpage>&#x2013;<lpage>278</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s002990050011</pub-id>, PMID: <pub-id pub-id-type="pmid">30754907</pub-id></citation></ref>
<ref id="ref507"><citation citation-type="book"><person-group person-group-type="author"><collab id="coll1">R Core Team</collab></person-group>. (<year>2020</year>). <source>R: A Language and Environment for Statistical Computing.</source> <publisher-loc>Vienna, Austria</publisher-loc>: <publisher-name>R Foundation for Statistical Computing</publisher-name>.</citation></ref>
<ref id="ref138"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Rao</surname> <given-names>I. M.</given-names></name> <name><surname>Kerridge</surname> <given-names>P. C.</given-names></name> <name><surname>Macedo</surname> <given-names>M. C. M.</given-names></name></person-group> (<year>1996</year>). &#x201C;<article-title>Nutritional requirements of <italic>Brachiaria</italic> and adaptation to acid soils</article-title>&#x201D;. in <source>Brachiaria: Biology, Agronomy and Improvement</source>, eds <person-group person-group-type="editor"><name><surname>Miles</surname> <given-names>J.</given-names></name> <name><surname>Maass</surname> <given-names>B.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> <publisher-name>Centro Internacional de Agricultura Tropical &#x2013; CIAT; Empresa Brasileira de Pesquisa Agropecu&#x00E1;ria &#x2013; EMBRAPA, Cali</publisher-name>: <publisher-loc>Bras&#x00ED;lia</publisher-loc>, <fpage>53</fpage>&#x2013;<lpage>71</lpage>.</citation></ref>
<ref id="ref139"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rao</surname> <given-names>I.</given-names></name> <name><surname>Peters</surname> <given-names>M.</given-names></name> <name><surname>Castro</surname> <given-names>A.</given-names></name> <name><surname>Schultze-Kraft</surname> <given-names>R.</given-names></name> <name><surname>White</surname> <given-names>D.</given-names></name> <name><surname>Fisher</surname> <given-names>M.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>LivestockPlus &#x2013; The sustainable intensification of forage-based agricultural systems to improve livelihoods and ecosystem services in the tropics</article-title>. <source>Trop. Grass Forr. Trop.</source> <volume>3</volume>:<fpage>59</fpage>. doi: <pub-id pub-id-type="doi">10.17138/TGFT(3)59-82</pub-id></citation></ref>
<ref id="ref140"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renny-Byfield</surname> <given-names>S.</given-names></name> <name><surname>Wendel</surname> <given-names>J. F.</given-names></name></person-group> (<year>2014</year>). <article-title>Doubling down on genomes: polyploidy and crop plants</article-title>. <source>Am. J. Bot.</source> <volume>101</volume>, <fpage>1711</fpage>&#x2013;<lpage>1725</lpage>. doi: <pub-id pub-id-type="doi">10.3732/ajb.1400119</pub-id>, PMID: <pub-id pub-id-type="pmid">25090999</pub-id></citation></ref>
<ref id="ref141"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Renvoize</surname> <given-names>S. A.</given-names></name> <name><surname>Clayton</surname> <given-names>W. D.</given-names></name> <name><surname>Kabuye</surname> <given-names>C. H.</given-names></name></person-group> S (<year>1996</year>). &#x201C;<article-title>Morphology, taxonomy and natural distribution of <italic>Brachiaria</italic> (Trin.) Griseb</article-title>,&#x201D; in <source>Brachiaria: Biology, Agronomy and Improvement</source>, eds <person-group person-group-type="editor"><name><surname>Miles</surname> <given-names>J.</given-names></name> <name><surname>Maass</surname> <given-names>B.</given-names></name></person-group>, and <person-group person-group-type="editor"><name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> <publisher-name>Centro Internacional de Agricultura Tropical &#x2013; CIAT; Empresa Brasileira de Pesquisa Agropecu&#x00E1;ria &#x2013; EMBRAPA, Cali</publisher-name>: <publisher-loc>Bras&#x00ED;lia</publisher-loc>, <fpage>1</fpage>&#x2013;<lpage>15</lpage>.</citation></ref>
<ref id="ref142"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ribeiro</surname> <given-names>T. B.</given-names></name> <name><surname>de Lima</surname> <given-names>W. M.</given-names></name> <name><surname>Ribeiro</surname> <given-names>G. M.</given-names></name> <name><surname>Buso</surname> <given-names>W. H. D.</given-names></name></person-group> (<year>2016</year>). <article-title>Caracter&#x00ED;sticas forrageiras de algumas gram&#x00ED;neas do g&#x00EA;nero <italic>Brachiaria</italic> &#x2013; revis&#x00E3;o de literatura</article-title>. <source>Nutri. Time</source> <volume>13</volume>, <fpage>4773</fpage>&#x2013;<lpage>4780</lpage>.</citation></ref>
<ref id="ref143"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ricci</surname> <given-names>G. C. L.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2010</year>). <article-title>Genome elimination during microsporogenesis in two pentaploid accessions of <italic>Brachiaria decumbens</italic> (Poaceae)</article-title>. <source>Genet. Mol. Res.</source> <volume>9</volume>, <fpage>2364</fpage>&#x2013;<lpage>2371</lpage>. doi: <pub-id pub-id-type="doi">10.4238/vol9-4gmr919</pub-id>, PMID: <pub-id pub-id-type="pmid">21157705</pub-id></citation></ref>
<ref id="ref144"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ricci</surname> <given-names>G. C. L.</given-names></name> <name><surname>Souza-Kaneshima</surname> <given-names>A. M. D.</given-names></name> <name><surname>Felismino</surname> <given-names>M. F.</given-names></name> <name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2011</year>). <article-title>Chromosome numbers and meiotic analysis in 55 the pre-breeding of <italic>Brachiaria decumben</italic>s (Poaceae)</article-title>. <source>J. Genet.</source> <volume>90</volume>, <fpage>289</fpage>&#x2013;<lpage>294</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12041-011-0087-5</pub-id>, PMID: <pub-id pub-id-type="pmid">21869477</pub-id></citation></ref>
<ref id="ref145"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group>(<year>2002</year>). <article-title>Abnormal nucleolar cycle in microsporogenesis of <italic>Brachiaria decumbens</italic> (Gramineae)</article-title>. <source>Cytologia</source> <volume>67</volume>, <fpage>355</fpage>&#x2013;<lpage>336</lpage>. doi: <pub-id pub-id-type="doi">10.1508/cytologia.67.355</pub-id></citation></ref>
<ref id="ref508"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2005</year>). <article-title>Meiotic behavior in interspecific hybrids between Brachiaria ruziziensis and Brachiaria brizantha (Poaceae)</article-title>. In <source>Euphytica Vol. 145</source> (Springer Science and Business Media LLC.), <fpage>155</fpage>&#x2013;<lpage>159</lpage>.</citation></ref>
<ref id="ref146"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2006</year>). <article-title>A new basic chromosome number for the genus <italic>Brachiaria</italic> (Trin.)Griseb. (Poaceae: Panicoideae: Paniceae)</article-title>. <source>Genet. Resour. Crop. Evol.</source> <volume>53</volume>, <fpage>7</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10722-005-7762-4</pub-id></citation></ref>
<ref id="ref147"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2003b</year>). <article-title>A mutation in the spindle checkpoint arresting meiosis II in <italic>Brachiaria ruziziensis</italic></article-title>. <source>Genome</source> <volume>46</volume>, <fpage>724</fpage>&#x2013;<lpage>728</lpage>. doi: <pub-id pub-id-type="doi">10.1139/g03-037</pub-id></citation></ref>
<ref id="ref149"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name></person-group> (<year>2004a</year>). <article-title>Asynchronous meiotic rhythm as the cause of selective chromosome elimination in an interspecific <italic>Brachiaria</italic> hybrid</article-title>. <source>Plant Cell Rep.</source> <volume>22</volume>, <fpage>945</fpage>&#x2013;<lpage>950</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00299-004-0784-0</pub-id></citation></ref>
<ref id="ref150"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name></person-group> (<year>2004b</year>). <article-title>Asynchronous meiosis in an interspecific hybrid of Brachiaria ruziziensis and B. brizantha</article-title>. <source>Plant Cell Rep.</source> <volume>23</volume>, <fpage>304</fpage>&#x2013;<lpage>310</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00299-004-0802-2</pub-id></citation></ref>
<ref id="ref151"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Risso-Pascotto</surname> <given-names>C.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Mendes-Bonato</surname> <given-names>A. B.</given-names></name></person-group> (<year>2003a</year>). <article-title>Chromosome number and microsporogenesis in pentaploid accession of <italic>Brachiaria brizantha</italic> (Gramineae)</article-title>. <source>Plant Breed.</source> <volume>122</volume>, <fpage>136</fpage>&#x2013;<lpage>140</lpage>. doi: <pub-id pub-id-type="doi">10.1046/J.1439-0523.2003.00825.X</pub-id></citation></ref>
<ref id="ref152"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodrigues</surname> <given-names>J. C.</given-names></name> <name><surname>Cabral</surname> <given-names>G. B.</given-names></name> <name><surname>Dusi</surname> <given-names>D. M. A.</given-names></name> <name><surname>de Mello</surname> <given-names>L. V.</given-names></name> <name><surname>Rigden</surname> <given-names>D. J.</given-names></name> <name><surname>Carneiro</surname> <given-names>V. T. C.</given-names></name></person-group> (<year>2003</year>). <article-title>Identification of differentially expressed cDNA sequences in ovaries of sexual and apomictic plants of <italic>Brachiaria brizantha</italic></article-title>. <source>Plant Mol. Biol.</source> <volume>53</volume>, <fpage>745</fpage>&#x2013;<lpage>757</lpage>. doi: <pub-id pub-id-type="doi">10.1023/B:PLAN.0000023664.21910.bd</pub-id>, PMID: <pub-id pub-id-type="pmid">15082923</pub-id></citation></ref>
<ref id="ref153"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saarela</surname> <given-names>J. M.</given-names></name> <name><surname>Bull</surname> <given-names>R. D.</given-names></name> <name><surname>Paradis</surname> <given-names>M. J.</given-names></name> <name><surname>Ebata</surname> <given-names>S. N.</given-names></name> <name><surname>Peterson</surname> <given-names>P. M.</given-names></name> <name><surname>Soreng</surname> <given-names>R. J.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Molecular phylogenetics of cool-season grasses in the subtribes Agrostidinae, Anthoxanthinae, Aveninae, Brizinae, Calothecinae, Koeleriinae and Phalaridinae (Poaceae, Pooideae, Poeae, Poeae chloroplast group 1)</article-title>. <source>PhytoKeys</source> <volume>87</volume>, <fpage>1</fpage>&#x2013;<lpage>139</lpage>. doi: <pub-id pub-id-type="doi">10.3897/phytokeys.87.12774</pub-id>, PMID: <pub-id pub-id-type="pmid">29114171</pub-id></citation></ref>
<ref id="ref154"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saarela</surname> <given-names>J. M.</given-names></name> <name><surname>Burke</surname> <given-names>S. V.</given-names></name> <name><surname>Wysocki</surname> <given-names>W. P.</given-names></name> <name><surname>Barrett</surname> <given-names>M. D.</given-names></name> <name><surname>Clark</surname> <given-names>L. G.</given-names></name> <name><surname>Craine</surname> <given-names>J. M.</given-names></name> <etal/></person-group>. (<year>2018</year>). <article-title>A 250 plastome phylogeny of the grass family (Poaceae): topological support under different data partitions</article-title>. <source>PeerJ</source> <volume>6</volume>:<fpage>e4299</fpage>. doi: <pub-id pub-id-type="doi">10.7717/peerj.4299</pub-id>, PMID: <pub-id pub-id-type="pmid">29416954</pub-id></citation></ref>
<ref id="ref155"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sailer</surname> <given-names>C.</given-names></name> <name><surname>Schmid</surname> <given-names>B.</given-names></name> <name><surname>Grossniklaus</surname> <given-names>U.</given-names></name></person-group> (<year>2016</year>). <article-title>Apomixis allows the transgenerational fixation of phenotypes in hybrid plants</article-title>. <source>Curr. Biol.</source> <volume>26</volume>, <fpage>331</fpage>&#x2013;<lpage>337</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cub.2015.12.045</pub-id>, PMID: <pub-id pub-id-type="pmid">26832437</pub-id></citation></ref>
<ref id="ref156"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salariato</surname> <given-names>D. L.</given-names></name> <name><surname>Giussani</surname> <given-names>L. M.</given-names></name> <name><surname>Morrone</surname> <given-names>O.</given-names></name> <name><surname>Zuloaga</surname> <given-names>F. O.</given-names></name></person-group> (<year>2009</year>). <article-title><italic>Rupichloa</italic>, a new genus segregated from <italic>Urochloa</italic> (Poaceae) based on morphological and molecular data</article-title>. <source>Taxon</source> <volume>58</volume>, <fpage>381</fpage>&#x2013;<lpage>391</lpage>. doi: <pub-id pub-id-type="doi">10.1002/tax.582006</pub-id></citation></ref>
<ref id="ref157"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salariato</surname> <given-names>D. L.</given-names></name> <name><surname>Zuloaga</surname> <given-names>F. O.</given-names></name> <name><surname>Giussani</surname> <given-names>L. M.</given-names></name> <name><surname>Morrone</surname> <given-names>O.</given-names></name></person-group> (<year>2010</year>). <article-title>Molecular phylogeny of the subtribe Melinidinae (Poaceae: Panicoideae: Paniceae) and evolutionary trends in the homogenization of inflorescences</article-title>. <source>Mol. Phylogenet. Evol.</source> <volume>56</volume>, <fpage>355</fpage>&#x2013;<lpage>369</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ympev.2010.02.009</pub-id>, PMID: <pub-id pub-id-type="pmid">20152916</pub-id></citation></ref>
<ref id="ref158"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Salgado</surname> <given-names>L. R.</given-names></name> <name><surname>Lima</surname> <given-names>R.</given-names></name> <name><surname>Santos</surname> <given-names>B. F. D.</given-names></name> <name><surname>Shirakawa</surname> <given-names>K. T.</given-names></name> <name><surname>Vilela</surname> <given-names>M. D. A.</given-names></name> <name><surname>Almeida</surname> <given-names>N. F.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>De novo RNA sequencing and analysis of the transcriptome of signalgrass (<italic>Urochloa decumbens</italic>) roots exposed to aluminum</article-title>. <source>Plant Growth Regul.</source> <volume>83</volume>, <fpage>157</fpage>&#x2013;<lpage>170</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10725-017-0291-2</pub-id></citation></ref>
<ref id="ref159"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>S&#x00E1;nchez-Ken</surname> <given-names>J. G.</given-names></name> <name><surname>Clark</surname> <given-names>L. G.</given-names></name></person-group> (<year>2010</year>). <article-title>Phylogeny and a new tribal classification of the Panicoideae s.l. (Poaceae) based on plastid and nuclear sequence data and structural data</article-title>. <source>Am. J. Bot.</source> <volume>97</volume>, <fpage>1732</fpage>&#x2013;<lpage>1748</lpage>. doi: <pub-id pub-id-type="doi">10.3732/ajb.1000024</pub-id>, PMID: <pub-id pub-id-type="pmid">21616806</pub-id></citation></ref>
<ref id="ref160"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santos</surname> <given-names>J. C. S.</given-names></name> <name><surname>Barreto</surname> <given-names>M. A.</given-names></name> <name><surname>Oliveira</surname> <given-names>F. A.</given-names></name> <name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>Souza</surname> <given-names>A. P.</given-names></name></person-group> (<year>2015a</year>). <article-title>Microsatellite markers for <italic>Urochloa humidicola</italic> (Poaceae) and their transferability to other <italic>Urochloa</italic> species</article-title>. <source>BMC. Res. Notes</source> <volume>8</volume>:<fpage>83</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13104-015-1044-9</pub-id></citation></ref>
<ref id="ref161"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santos</surname> <given-names>F. C.</given-names></name> <name><surname>Guyot</surname> <given-names>R.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>Techio</surname> <given-names>V. H.</given-names></name> <name><surname>Heslop-Harrison</surname> <given-names>P.</given-names></name> <etal/></person-group>. (<year>2015b</year>). <article-title>Chromosomal distribution and evolution of abundant retrotransposons in plants: gypsy elements in diploid and polyploid <italic>Brachiaria</italic> forage grasses</article-title>. <source>Chromosom. Res.</source> <volume>23</volume>, <fpage>571</fpage>&#x2013;<lpage>582</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10577-015-9492-6</pub-id></citation></ref>
<ref id="ref162"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sattler</surname> <given-names>M. C.</given-names></name> <name><surname>Carvalho</surname> <given-names>C. R.</given-names></name> <name><surname>Clarindo</surname> <given-names>W. R.</given-names></name></person-group> (<year>2016</year>). <article-title>The polyploidy and its key role in plant breeding</article-title>. <source>Planta</source> <volume>243</volume>, <fpage>281</fpage>&#x2013;<lpage>296</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00425-015-2450-x</pub-id>, PMID: <pub-id pub-id-type="pmid">26715561</pub-id></citation></ref>
<ref id="ref163"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schaart</surname> <given-names>J. G.</given-names></name> <name><surname>van de Wiel</surname> <given-names>C. C. M.</given-names></name> <name><surname>Smulders</surname> <given-names>M. J. M.</given-names></name></person-group> (<year>2021</year>). <article-title>Genome editing of polyploid crops: prospects, achievements and bottlenecks</article-title>. <source>Transgenic Res.</source> <volume>30</volume>, <fpage>337</fpage>&#x2013;<lpage>351</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11248-021-00251-0</pub-id>, PMID: <pub-id pub-id-type="pmid">33846956</pub-id></citation></ref>
<ref id="ref164"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Schmidt</surname> <given-names>A.</given-names></name></person-group> (<year>2020</year>). <article-title>Controlling apomixis: shared features and distinct characteristics of gene regulation</article-title>. <source>Genes</source> <volume>11</volume>:<fpage>329</fpage>. doi: <pub-id pub-id-type="doi">10.3390/genes11030329</pub-id>, PMID: <pub-id pub-id-type="pmid">32245021</pub-id></citation></ref>
<ref id="ref165"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silva</surname> <given-names>P. I.</given-names></name> <name><surname>Martins</surname> <given-names>A. M.</given-names></name> <name><surname>Gouvea</surname> <given-names>E. G.</given-names></name> <name><surname>Pessoa-Filho</surname> <given-names>M.</given-names></name> <name><surname>Ferreira</surname> <given-names>M. E.</given-names></name></person-group> (<year>2013</year>). <article-title>Development and validation of microsatellite markers for <italic>Brachiaria ruziziensis</italic> obtained by partial genome assembly of Illumina single-end reads</article-title>. <source>BMC Genomics</source> <volume>14</volume>:<fpage>17</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2164-14-17</pub-id>, PMID: <pub-id pub-id-type="pmid">23324172</pub-id></citation></ref>
<ref id="ref166"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silveira</surname> <given-names>&#x00C9;. D.</given-names></name> <name><surname>Alves-Ferreira</surname> <given-names>M.</given-names></name> <name><surname>Guimar&#x00E3;es</surname> <given-names>L. A.</given-names></name> <name><surname>da Silva</surname> <given-names>F.</given-names></name> <name><surname>Carneiro</surname> <given-names>V.</given-names></name></person-group> (<year>2009</year>). <article-title>Selection of reference genes for quantitative real-time PCR expression studies in the apomictic and sexual grass <italic>Brachiaria brizantha</italic></article-title>. <source>BMC Plant Biol.</source> <volume>9</volume>:<fpage>84</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2229-9-84</pub-id>, PMID: <pub-id pub-id-type="pmid">19573233</pub-id></citation></ref>
<ref id="ref167"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silveira</surname> <given-names>&#x00C9;. D.</given-names></name> <name><surname>Guimar&#x00E3;es</surname> <given-names>L. A.</given-names></name> <name><surname>de Alencar Dusi</surname> <given-names>D. M.</given-names></name> <name><surname>da Silva</surname> <given-names>F. R.</given-names></name> <name><surname>Martins</surname> <given-names>N. F.</given-names></name> <name><surname>do Carmo Costa</surname> <given-names>M. M.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Expressed sequence-tag analysis of ovaries of <italic>Brachiaria brizantha</italic> reveals genes associated with the early steps of embryo sac differentiation of apomictic plants</article-title>. <source>Plant Cell Rep.</source> <volume>31</volume>, <fpage>403</fpage>&#x2013;<lpage>416</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00299-011-1175-y</pub-id>, PMID: <pub-id pub-id-type="pmid">22068439</pub-id></citation></ref>
<ref id="ref168"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sime&#x00E3;o</surname> <given-names>R. M.</given-names></name> <name><surname>Resende</surname> <given-names>M. D. V.</given-names></name> <name><surname>Alves</surname> <given-names>R. S.</given-names></name> <name><surname>Pessoa-Filho</surname> <given-names>M.</given-names></name> <name><surname>Azevedo</surname> <given-names>A. L. S.</given-names></name> <name><surname>Jones</surname> <given-names>C. S.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>Genomic selection in tropical forage grasses: current status and future applications</article-title>. <source>Front. Plant Sci.</source> <volume>12</volume>:<fpage>665195</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2021.665195</pub-id>, PMID: <pub-id pub-id-type="pmid">33995461</pub-id></citation></ref>
<ref id="ref169"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sime&#x00E3;o-Resende</surname> <given-names>R. M.</given-names></name> <name><surname>Casler</surname> <given-names>M. D.</given-names></name> <name><surname>Resende</surname> <given-names>M. D. V.</given-names></name></person-group> (<year>2013</year>). <article-title>Selection methods in forage breeding: a quantitative appraisal</article-title>. <source>Crop Sci.</source> <volume>53</volume>, <fpage>1925</fpage>&#x2013;<lpage>1936</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2013.03.0143</pub-id></citation></ref>
<ref id="ref170"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Simioni</surname> <given-names>C.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name></person-group> (<year>2009</year>). <article-title>Chromosome duplication in <italic>Brachiaria</italic> (A. Rich.) Stapf allows intraspecific crosses</article-title>. <source>Crop Breed. Appl. Biotechnol.</source> <volume>9</volume>, <fpage>328</fpage>&#x2013;<lpage>334</lpage>. doi: <pub-id pub-id-type="doi">10.12702/1984-7033.v09n04a07</pub-id></citation></ref>
<ref id="ref171"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Singh</surname> <given-names>R. J.</given-names></name></person-group> (<year>1993</year>). <source>Plant Cytogenetics.</source> <publisher-name>CRC Press</publisher-name>, <publisher-loc>Boca Raton</publisher-loc>, <comment>391p</comment>.</citation></ref>
<ref id="ref172"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soreng</surname> <given-names>R. J.</given-names></name> <name><surname>Davis</surname> <given-names>J. I.</given-names></name></person-group> (<year>1998</year>). <article-title>Phylogenetics and character evolution in the grass family (Poaceae): simultaneous analysis of morphological and chloroplast DNA restriction site character sets</article-title>. <source>Bot. Rev.</source> <volume>64</volume>, <fpage>1</fpage>&#x2013;<lpage>85</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF02868851</pub-id></citation></ref>
<ref id="ref173"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soreng</surname> <given-names>R. J.</given-names></name> <name><surname>Peterson</surname> <given-names>P. M.</given-names></name> <name><surname>Romaschenko</surname> <given-names>K.</given-names></name> <name><surname>Davidse</surname> <given-names>G.</given-names></name> <name><surname>Teisher</surname> <given-names>J. K.</given-names></name> <name><surname>Clark</surname> <given-names>L. G.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>A worldwide phylogenetic classification of the Poaceae (Gramineae) II: an update and a comparison of two 2015 classifications</article-title>. <source>J. Syst. Evol.</source> <volume>55</volume>, <fpage>259</fpage>&#x2013;<lpage>290</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jse.12262</pub-id></citation></ref>
<ref id="ref509"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Soreng</surname> <given-names>R. J.</given-names></name> <name><surname>Peterson</surname> <given-names>P. M.</given-names></name> <name><surname>Romaschenko</surname> <given-names>K.</given-names></name> <name><surname>Davidse</surname> <given-names>G.</given-names></name> <name><surname>Zuloaga</surname> <given-names>F. O.</given-names></name> <name><surname>Judziewicz</surname> <given-names>E. J.</given-names></name> <etal/></person-group>. (<year>2015</year>). <article-title>A worldwide phylogenetic classification of the poaceae (gramineae)</article-title>. <source>J. Syst. Evol.</source> <volume>53</volume>, <fpage>117</fpage>&#x2013;<lpage>137</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jse.12150</pub-id>, PMID: <pub-id pub-id-type="pmid">34742240</pub-id></citation></ref>
<ref id="ref174"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Souza</surname> <given-names>V. F.</given-names></name></person-group> (<year>2013</year>) <source>Microsporog&#x00EA;nese e viabilidade pol&#x00ED;nica em h&#x00ED;bridos de <italic>Brachiaria decumbens</italic> e seus genitores.</source> <comment>[dissertation/phd&#x2019;s thesis]</comment>. <publisher-loc>Maring&#x00E1;</publisher-loc>: <publisher-name>State University of Maring&#x00E1;</publisher-name>.</citation></ref>
<ref id="ref175"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Souza</surname> <given-names>J. S.</given-names></name> <name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>Sime&#x00E3;o</surname> <given-names>R. M.</given-names></name> <name><surname>de Mendon&#x00E7;a Vilela</surname> <given-names>M.</given-names></name> <name><surname>Salgado</surname> <given-names>L. R.</given-names></name></person-group> (<year>2018</year>). <article-title>Development, validation and characterization of genic microsatellite markers in <italic>Urochloa</italic> species</article-title>. <source>Am. J. Plant Sci.</source> <volume>9</volume>, <fpage>281</fpage>&#x2013;<lpage>295</lpage>. doi: <pub-id pub-id-type="doi">10.4236/ajps.2018.92023</pub-id></citation></ref>
<ref id="ref176"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spies</surname> <given-names>J. J.</given-names></name> <name><surname>Du Plessis</surname> <given-names>H.</given-names></name></person-group> (<year>1986</year>). <article-title>Chromosome studies on African plants</article-title>. <source>I. Bothalia</source> <volume>16</volume>, <fpage>87</fpage>&#x2013;<lpage>88</lpage>. doi: <pub-id pub-id-type="doi">10.4102/abc.v16i1.1078</pub-id>, PMID: <pub-id pub-id-type="pmid">34371615</pub-id></citation></ref>
<ref id="ref177"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Stebbins</surname> <given-names>C. L.</given-names> <suffix>Jr.</suffix></name></person-group> (<year>1950</year>). <source>Variation and Evolution in Plants.</source> <publisher-loc>New York, NY</publisher-loc>: <publisher-name>Columbia University Press</publisher-name>.</citation></ref>
<ref id="ref178"><citation citation-type="other"><person-group person-group-type="author"><name><surname>Stevens</surname> <given-names>P.F.</given-names></name></person-group> (<year>2001</year>) <article-title>Onwards. Angiosperm phylogeny website. Version 12, July 2012 [and more or less continuously updated since]</article-title>. Available at: <ext-link xlink:href="http://www.mobot.org/MOBOT/research/APweb/" ext-link-type="uri">http://www.mobot.org/MOBOT/research/APweb/</ext-link> (Accessed 30, 2021).</citation></ref>
<ref id="ref179"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Swenne</surname> <given-names>A.</given-names></name> <name><surname>Louant</surname> <given-names>B.-P.</given-names></name> <name><surname>Dujardin</surname> <given-names>M.</given-names></name></person-group> (<year>1981</year>). <article-title>Induction par la colchicine de formes autot&#x00E9; traplo&#x00EF; des chez <italic>Brachiaria ruziziensis</italic> Germain et Evrard (Gramin&#x00E9;e)</article-title>. <source>Agron. Trop.</source> <volume>36</volume>, <fpage>134</fpage>&#x2013;<lpage>141</lpage>.</citation></ref>
<ref id="ref180"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Talukder</surname> <given-names>Z. I.</given-names></name> <name><surname>Ma</surname> <given-names>G.</given-names></name> <name><surname>Hulke</surname> <given-names>B. S.</given-names></name> <name><surname>Jan</surname> <given-names>C.-C.</given-names></name> <name><surname>Qi</surname> <given-names>L.</given-names></name></person-group> (<year>2019</year>). <article-title>Linkage mapping and genome-wide association studies of the <italic>Rf</italic> gene cluster in sunflower (<italic>Helianthus annuus</italic> L.) and their distribution in world sunflower collections</article-title>. <source>Front. Genet.</source> <volume>10</volume>:<fpage>216</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fgene.2019.00216</pub-id>, PMID: <pub-id pub-id-type="pmid">30923538</pub-id></citation></ref>
<ref id="ref181"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tamayo-Ord&#x00F3;&#x00F1;ez</surname> <given-names>M. C.</given-names></name> <name><surname>Espinosa-Barrera</surname> <given-names>L. A.</given-names></name> <name><surname>Tamayo-Ord&#x00F3;&#x00F1;ez</surname> <given-names>Y. J.</given-names></name> <name><surname>Ayil-Guti&#x00E9;rrez</surname> <given-names>B.</given-names></name> <name><surname>S&#x00E1;nchez-Teyer</surname> <given-names>L. F.</given-names></name></person-group> (<year>2016</year>). <article-title>Advances and perspectives in the generation of polyploid plant species</article-title>. <source>Euphytica</source> <volume>209</volume>, <fpage>1</fpage>&#x2013;<lpage>22</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10681-016-1646-x</pub-id></citation></ref>
<ref id="ref182"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tang</surname> <given-names>H.</given-names></name></person-group> (<year>2017</year>). <article-title>Disentangling a polyploid genome</article-title>. <source>Nat. Plants</source> <volume>3</volume>, <fpage>688</fpage>&#x2013;<lpage>689</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41477-017-0001-0</pub-id>, PMID: <pub-id pub-id-type="pmid">28827641</pub-id></citation></ref>
<ref id="ref183"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tegegn</surname> <given-names>A.</given-names></name> <name><surname>Kyalo</surname> <given-names>M.</given-names></name> <name><surname>Mutai</surname> <given-names>C.</given-names></name> <name><surname>Hanson</surname> <given-names>J.</given-names></name> <name><surname>Asefa</surname> <given-names>G.</given-names></name> <name><surname>Djikeng</surname> <given-names>A.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Genetic diversity and population structure of <italic>Brachiaria brizantha</italic> (A.Rich.) Stapf accessions from Ethiopia</article-title>. <source>Afr. J. Range Forage Sci.</source> <volume>36</volume>, <fpage>129</fpage>&#x2013;<lpage>133</lpage>. doi: <pub-id pub-id-type="doi">10.2989/10220119.2019.1573760</pub-id></citation></ref>
<ref id="ref184"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thaikua</surname> <given-names>S.</given-names></name> <name><surname>Ebina</surname> <given-names>M.</given-names></name> <name><surname>Yamanaka</surname> <given-names>N.</given-names></name> <name><surname>Shimoda</surname> <given-names>K.</given-names></name> <name><surname>Suenaga</surname> <given-names>K.</given-names></name> <name><surname>Kawamoto</surname> <given-names>Y.</given-names></name></person-group> (<year>2016</year>). <article-title>Tightly clustered markers linked to an apospory-related gene region and quantitative trait loci mapping for agronomic traits in <italic>Brachiaria</italic> hybrids</article-title>. <source>Grassl. Sci.</source> <volume>62</volume>, <fpage>69</fpage>&#x2013;<lpage>80</lpage>. doi: <pub-id pub-id-type="doi">10.1111/grs.12115</pub-id></citation></ref>
<ref id="ref185"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Th&#x00E9;r&#x00E8;se Navarro</surname> <given-names>A.</given-names></name> <name><surname>Tumino</surname> <given-names>G.</given-names></name> <name><surname>Visser</surname> <given-names>R. G. F.</given-names></name> <name><surname>Voorrips</surname> <given-names>R. E.</given-names></name> <name><surname>van de Weg</surname> <given-names>W. E.</given-names></name> <name><surname>Maliepaard</surname> <given-names>C.</given-names></name></person-group> (<year>2020</year>). <article-title>Multiparental QTL analysis: can we do it in polyploids?</article-title> <source>Acta Hortic.</source> <volume>1283</volume>, <fpage>55</fpage>&#x2013;<lpage>64</lpage>. doi: <pub-id pub-id-type="doi">10.17660/ActaHortic.2020.1283.9</pub-id></citation></ref>
<ref id="ref186"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thornton</surname> <given-names>P. K.</given-names></name></person-group> (<year>2010</year>). <article-title>Livestock production: recent trends, future prospects</article-title>. <source>Philos. Trans. R. Soc. Lond Seri B Biol. Sci.</source> <volume>365</volume>, <fpage>2853</fpage>&#x2013;<lpage>2867</lpage>. doi: <pub-id pub-id-type="doi">10.1098/rstb.2010.0134</pub-id></citation></ref>
<ref id="ref187"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Timb&#x00F3;</surname> <given-names>A. L.</given-names></name> <name><surname>Pereira</surname> <given-names>R. C.</given-names></name> <name><surname>Souza Sobrinho</surname> <given-names>F.</given-names></name> <name><surname>Davide</surname> <given-names>L. C.</given-names></name></person-group> (<year>2014a</year>). <article-title>Nuclear DNA content and chromosome number in <italic>Brachiaria</italic> spp. genotypes</article-title>. <source>Rev. Ci&#x00EA;nc. Agron.</source> <volume>45</volume>, <fpage>62</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1806-66902014000100008</pub-id></citation></ref>
<ref id="ref188"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Timb&#x00F3;</surname> <given-names>A. L.</given-names></name> <name><surname>Souza</surname> <given-names>P. N. C.</given-names></name> <name><surname>Pereira</surname> <given-names>R. C.</given-names></name> <name><surname>Nunes</surname> <given-names>J. D.</given-names></name> <name><surname>Pinto</surname> <given-names>J. E. B. P.</given-names></name> <name><surname>Souza Sobrinho</surname> <given-names>F.</given-names></name> <etal/></person-group>. (<year>2014b</year>). <article-title>Obtaining tetraploid plants of ruzigrass (<italic>Brachiaria ruziziensis</italic>)</article-title>. <source>R. Bras. Zootec.</source> <volume>43</volume>, <fpage>127</fpage>&#x2013;<lpage>131</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1516-35982014000300004</pub-id></citation></ref>
<ref id="ref189"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Torres Gonz&#x00E1;lez</surname> <given-names>A. M.</given-names></name> <name><surname>Morton</surname> <given-names>C. M.</given-names></name></person-group> (<year>2005</year>). <article-title>Molecular and morphological phylogenetic analysis of <italic>Brachiaria</italic> and <italic>Urochloa</italic> (Poaceae)</article-title>. <source>Mol. Phylogenet. Evol.</source> <volume>37</volume>, <fpage>36</fpage>&#x2013;<lpage>44</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ympev.2005.06.003</pub-id>, PMID: <pub-id pub-id-type="pmid">16039145</pub-id></citation></ref>
<ref id="ref190"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Trinius</surname> <given-names>C.B.</given-names></name></person-group> (<year>1826</year>). <source>De Graminibus Paniceis: Dissertatio Botanica Altera.</source> <publisher-name>Impensis Academiae Imperialis Scientiarum</publisher-name>, <publisher-loc>St. Petersburg.</publisher-loc></citation></ref>
<ref id="ref191"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trivi&#x00F1;o</surname> <given-names>N. J.</given-names></name> <name><surname>Perez</surname> <given-names>J. G.</given-names></name> <name><surname>Recio</surname> <given-names>M. E.</given-names></name> <name><surname>Ebina</surname> <given-names>M.</given-names></name> <name><surname>Yamanaka</surname> <given-names>N.</given-names></name> <name><surname>Tsuruta</surname> <given-names>S.-I.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Genetic diversity and population structure of species and breeding populations</article-title>. <source>Crop Sci.</source> <volume>57</volume>, <fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2017.01.0045</pub-id></citation></ref>
<ref id="ref192"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Val&#x00E9;rio</surname> <given-names>J. R.</given-names></name> <name><surname>Nakano</surname> <given-names>O.</given-names></name></person-group> (<year>1987</year>). <article-title>Damage caused by adults of <italic>Zulia entreriana</italic> (Berg, 1879) (Homoptera: Cercopidae) on plants of <italic>Brachiaria decumbens</italic> Stapf kept under different levels of humidity</article-title>. <source>An. Soc. Entomol. Bras. (Currently Neotrop. Entomol.)</source> <volume>16</volume>, <fpage>341</fpage>&#x2013;<lpage>350</lpage>. doi: <pub-id pub-id-type="doi">10.37486/0301-8059.v16i2.486</pub-id></citation></ref>
<ref id="ref193"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Val&#x00E9;rio</surname> <given-names>J. R.</given-names></name> <name><surname>Nakano</surname> <given-names>O.</given-names></name></person-group> (<year>1988</year>). <article-title>Damage caused by adults of <italic>Zulia entreriana</italic> on production and quality of <italic>Brachiaria decumbens</italic></article-title>. <source>Pesq. Agropec. Bras.</source> <volume>23</volume>, <fpage>447</fpage>&#x2013;<lpage>453</lpage>.</citation></ref>
<ref id="ref194"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Val&#x00E9;rio</surname> <given-names>J. R.</given-names></name> <name><surname>Nakano</surname> <given-names>O.</given-names></name></person-group> (<year>1989</year>). <article-title>Influence of the adult of <italic>Zulia entreriana</italic> (Berg, 1879) (Homoptera: Cercopidae) on in vitro digestibility of <italic>Brachiaria decumbens</italic></article-title>. <source>An. Soc. Entomol. Bras. (Currently Neotrop. Entomol.)</source> <volume>18</volume>, <fpage>185</fpage>&#x2013;<lpage>188</lpage>. doi: <pub-id pub-id-type="doi">10.37486/0301-8059.v18isupl..627</pub-id></citation></ref>
<ref id="ref510"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Valle</surname> <given-names>C. D.</given-names></name> <name><surname>Glienke</surname> <given-names>C.</given-names></name> <name><surname>Leguizamon</surname> <given-names>G. O. C.</given-names></name></person-group> (<year>1994</year>). <article-title>Inheritance of apomixis in <italic>Brachiaria</italic>, a tropical forage grass</article-title>. <source>Apomixis Newslett.</source> <volume>7</volume>, <fpage>42</fpage>&#x2013;<lpage>43</lpage>.</citation></ref>
<ref id="ref195"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Pagliarini</surname> <given-names>M. S.</given-names></name></person-group> (<year>2009</year>). &#x201C;<article-title>Cytogenetics, and breeding of <italic>Brachiaria</italic></article-title>,&#x201D; in <source>Genetic Resources, Chromosome Engineering, and Crop Improvement.</source> ed. <person-group person-group-type="editor"><name><surname>Singh</surname> <given-names>R. R.</given-names></name></person-group> (<publisher-loc>Boca Raton</publisher-loc>: <publisher-name>CRC Press</publisher-name>), <fpage>103</fpage>&#x2013;<lpage>143</lpage>.</citation></ref>
<ref id="ref196"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Savidan</surname> <given-names>Y. H.</given-names></name></person-group> (<year>1996</year>). &#x201C;<article-title>Genetics, cytogenetics, and reproductive biology of <italic>Brachiaria</italic></article-title>&#x201D;, in <source>Brachiaria: Biology, Agronomy, Improvement</source>, eds <person-group person-group-type="editor"><name><surname>Miles</surname> <given-names>J.</given-names></name> <name><surname>Maass</surname> <given-names>B.</given-names></name></person-group>, and <person-group person-group-type="editor"><name><surname>do Valle</surname> <given-names>C. B.</given-names></name></person-group> <publisher-name>Centro Internacional de Agricultura Tropical &#x2013; CIAT; Empresa Brasileira de Pesquisa Agropecu&#x00E1;ria &#x2013; EMBRAPA, Cali</publisher-name>: <publisher-loc>Bras&#x00ED;lia</publisher-loc>, <fpage>147</fpage>&#x2013;<lpage>163</lpage>.</citation></ref>
<ref id="ref197"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Simioni</surname> <given-names>C.</given-names></name> <name><surname>Resende</surname> <given-names>R. M. S.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name></person-group> (<year>2008</year>). &#x201C;<article-title>Melhoramento gen&#x00E9;tico de Brachiaria</article-title>,&#x201D; in <source>Melhoramento de Forrageiras Tropicais</source>, eds <person-group person-group-type="editor"><name><surname>Resende</surname> <given-names>R. M. S.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Jank</surname> <given-names>L.</given-names></name></person-group> <publisher-loc>Campo Grande, MS</publisher-loc>: <publisher-name>Embrapa Gado de Corte</publisher-name>, <fpage>13</fpage>&#x2013;<lpage>54</lpage>.</citation></ref>
<ref id="ref198"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Varshney</surname> <given-names>R. K.</given-names></name> <name><surname>Bohra</surname> <given-names>A.</given-names></name> <name><surname>Yu</surname> <given-names>J.</given-names></name> <name><surname>Graner</surname> <given-names>A.</given-names></name> <name><surname>Zhang</surname> <given-names>Q.</given-names></name> <name><surname>Sorrells</surname> <given-names>M. E.</given-names></name></person-group> (<year>2021</year>). <article-title>Designing future crops: genomics-assisted breeding comes of age</article-title>. <source>Trends Plant Sci.</source> <volume>26</volume>, <fpage>631</fpage>&#x2013;<lpage>649</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tplants.2021.03.010</pub-id>, PMID: <pub-id pub-id-type="pmid">33893045</pub-id></citation></ref>
<ref id="ref199"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vatanparast</surname> <given-names>M.</given-names></name> <name><surname>Powell</surname> <given-names>A.</given-names></name> <name><surname>Doyle</surname> <given-names>J. J.</given-names></name> <name><surname>Egan</surname> <given-names>A. N.</given-names></name></person-group> (<year>2018</year>). <article-title>Targeting legume loci: A comparison of three methods for targeted enrichment baits design in Leguminosae phylogenomics</article-title>. <source>Appl. Plant Sci.</source> <volume>6</volume>:<fpage>e1036</fpage>. doi: <pub-id pub-id-type="doi">10.1002/aps3.1036</pub-id>, PMID: <pub-id pub-id-type="pmid">29732266</pub-id></citation></ref>
<ref id="ref200"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Veldkamp</surname> <given-names>J. F.</given-names></name></person-group> (<year>1996</year>). <article-title><italic>Brachiaria</italic>, <italic>Urochloa</italic> (Gramineae Paniceae) in Malesia</article-title>. <source>Blumea</source> <volume>41</volume>, <fpage>413</fpage>&#x2013;<lpage>437</lpage>.</citation></ref>
<ref id="ref201"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Veldkamp</surname> <given-names>J. F.</given-names></name></person-group> (<year>2004</year>). <article-title>Miscellaneous notes on mainly southeast Asian Gramineae</article-title>. <source>Reinwardtia</source> <volume>12</volume>, <fpage>135</fpage>&#x2013;<lpage>140</lpage>.</citation></ref>
<ref id="ref202"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vicentini</surname> <given-names>A.</given-names></name> <name><surname>Barber</surname> <given-names>J. C.</given-names></name> <name><surname>Aliscioni</surname> <given-names>S. S.</given-names></name> <name><surname>Giussani</surname> <given-names>L. M.</given-names></name> <name><surname>Kellogg</surname> <given-names>E. A.</given-names></name></person-group> (<year>2008</year>). <article-title>The age of the grasses and clusters of origins of C4 photosynthesis</article-title>. <source>Glob. Chang. Biol.</source> <volume>14</volume>, <fpage>2963</fpage>&#x2013;<lpage>2977</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1365-2486.2008.01688.x</pub-id></citation></ref>
<ref id="ref203"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>Alleoni</surname> <given-names>G. C.</given-names></name> <name><surname>Jungmann</surname> <given-names>L.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>de Souza</surname> <given-names>A. P.</given-names></name></person-group> (<year>2011b</year>). <article-title>New microsatellite markers developed from <italic>Urochloa humidicola</italic> (Poaceae) and cross amplification in different <italic>Urochloa</italic> species</article-title>. <source>BMC. Res. Notes</source> <volume>4</volume>:<fpage>523</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1756-0500-4-523</pub-id></citation></ref>
<ref id="ref204"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>de Oliveira</surname> <given-names>F. A.</given-names></name> <name><surname>de Toledo-Silva</surname> <given-names>G.</given-names></name> <name><surname>da Silva</surname> <given-names>C. C.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>de Souza</surname> <given-names>A. P.</given-names></name></person-group> (<year>2016b</year>). <article-title>Leaf transcriptome of two highly divergent genotypes of <italic>Urochloa humidicola</italic> (Poaceae), a tropical polyploid forage grass adapted to acidic soils and temporary flooding areas</article-title>. <source>BMC Genomics</source> <volume>17</volume>:<fpage>910</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12864-016-3270-5</pub-id></citation></ref>
<ref id="ref205"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>Jungmann</surname> <given-names>L.</given-names></name> <name><surname>Francisco</surname> <given-names>P. M.</given-names></name> <name><surname>Zucchi</surname> <given-names>M. I.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>de Souza</surname> <given-names>A. P.</given-names></name></person-group> (<year>2011a</year>). <article-title>Genetic diversity and population structure of the <italic>Brachiaria brizantha</italic> germplasm</article-title>. <source>Trop. Plant Biol.</source> <volume>4</volume>, <fpage>157</fpage>&#x2013;<lpage>169</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12042-011-9078-1</pub-id></citation></ref>
<ref id="ref206"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vigna</surname> <given-names>B. B. Z.</given-names></name> <name><surname>Santos</surname> <given-names>J. C. S.</given-names></name> <name><surname>Jungmann</surname> <given-names>L.</given-names></name> <name><surname>do Valle</surname> <given-names>C. B.</given-names></name> <name><surname>Mollinari</surname> <given-names>M.</given-names></name> <name><surname>Pastina</surname> <given-names>M. M.</given-names></name> <etal/></person-group>. (<year>2016a</year>). <article-title>Evidence of allopolyploidy in <italic>Urochloa humidicola</italic> based on cytological analysis and genetic linkage mapping</article-title>. <source>PLoS One</source> <volume>11</volume>:<fpage>e0153764</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0153764</pub-id></citation></ref>
<ref id="ref207"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Gerstein</surname> <given-names>M.</given-names></name> <name><surname>Snyder</surname> <given-names>M.</given-names></name></person-group> (<year>2009</year>). <article-title>RNA-Seq: a revolutionary tool for transcriptomics</article-title>. <source>Nat. Rev. Genet.</source> <volume>10</volume>, <fpage>57</fpage>&#x2013;<lpage>63</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrg2484</pub-id>, PMID: <pub-id pub-id-type="pmid">19015660</pub-id></citation></ref>
<ref id="ref208"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Washburn</surname> <given-names>J. D.</given-names></name> <name><surname>Schnable</surname> <given-names>J. C.</given-names></name> <name><surname>Conant</surname> <given-names>G. C.</given-names></name> <name><surname>Brutnell</surname> <given-names>T. P.</given-names></name> <name><surname>Shao</surname> <given-names>Y.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Genome-guided phylo-transcriptomic methods and the nuclear phylogenetic tree of the Paniceae grasses</article-title>. <source>Sci. Rep.</source> <volume>7</volume>:<fpage>13528</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-017-13236-z</pub-id>, PMID: <pub-id pub-id-type="pmid">29051622</pub-id></citation></ref>
<ref id="ref209"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Washburn</surname> <given-names>J. D.</given-names></name> <name><surname>Schnable</surname> <given-names>J. C.</given-names></name> <name><surname>Davidse</surname> <given-names>G.</given-names></name> <name><surname>Pires</surname> <given-names>J. C.</given-names></name></person-group> (<year>2015</year>). <article-title>Phylogeny and photosynthesis of the grass tribe Paniceae</article-title>. <source>Am. J. Bot.</source> <volume>102</volume>, <fpage>1493</fpage>&#x2013;<lpage>1505</lpage>. doi: <pub-id pub-id-type="doi">10.3732/ajb.1500222</pub-id>, PMID: <pub-id pub-id-type="pmid">26373976</pub-id></citation></ref>
<ref id="ref210"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Webster</surname> <given-names>R. D.</given-names></name></person-group> (<year>1987</year>). <source>The Australian Paniceae (Poaceae).</source> <publisher-name>Cramer</publisher-name>, <publisher-loc>Stuttgart</publisher-loc>.</citation></ref>
<ref id="ref211"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Webster</surname> <given-names>R. D.</given-names></name></person-group> (<year>1988</year>). <article-title>Genera of the north American Paniceae (Poaceae: Panicoideae)</article-title>. <source>Syst. Bot.</source> <volume>13</volume>, <fpage>576</fpage>&#x2013;<lpage>609</lpage>. doi: <pub-id pub-id-type="doi">10.2307/2419204</pub-id></citation></ref>
<ref id="ref212"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Worthington</surname> <given-names>M.</given-names></name> <name><surname>Ebina</surname> <given-names>M.</given-names></name> <name><surname>Yamanaka</surname> <given-names>N.</given-names></name> <name><surname>Heffelfinger</surname> <given-names>C.</given-names></name> <name><surname>Quintero</surname> <given-names>C.</given-names></name> <name><surname>Zapata</surname> <given-names>Y. P.</given-names></name> <etal/></person-group>. (<year>2019</year>). <article-title>Translocation of a parthenogenesis gene candidate to an alternate carrier chromosome in apomictic <italic>Brachiaria humidicola</italic></article-title>. <source>BMC Genomics</source> <volume>20</volume>:<fpage>41</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12864-018-5392-4</pub-id>, PMID: <pub-id pub-id-type="pmid">30642244</pub-id></citation></ref>
<ref id="ref213"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Worthington</surname> <given-names>M.</given-names></name> <name><surname>Heffelfinger</surname> <given-names>C.</given-names></name> <name><surname>Bernal</surname> <given-names>D.</given-names></name> <name><surname>Quintero</surname> <given-names>C.</given-names></name> <name><surname>Zapata</surname> <given-names>Y. P.</given-names></name> <name><surname>Perez</surname> <given-names>J. G.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>A parthenogenesis gene candidate and evidence for segmental allopolyploidy in apomictic <italic>Brachiaria decumbens</italic></article-title>. <source>Genetics</source> <volume>203</volume>, <fpage>1117</fpage>&#x2013;<lpage>1132</lpage>. doi: <pub-id pub-id-type="doi">10.1534/genetics.116.190314</pub-id>, PMID: <pub-id pub-id-type="pmid">27206716</pub-id></citation></ref>
<ref id="ref214"><citation citation-type="book"><person-group person-group-type="author"><name><surname>Worthington</surname> <given-names>M. L.</given-names></name> <name><surname>Miles</surname> <given-names>J. W.</given-names></name></person-group> (<year>2015</year>). &#x201C;<article-title>Reciprocal full-sib recurrent selection and tools for accelerating genetic gain in apomictic <italic>Brachiaria</italic></article-title>,&#x201D; in <source>Molecular Breeding of Forage and Turf.</source> eds. <person-group person-group-type="editor"><name><surname>Budak</surname> <given-names>H.</given-names></name> <name><surname>Spangenberg</surname> <given-names>G.</given-names></name></person-group> (<publisher-loc>Cham</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>19</fpage>&#x2013;<lpage>30</lpage>.</citation></ref>
<ref id="ref215"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Worthington</surname> <given-names>M.</given-names></name> <name><surname>Perez</surname> <given-names>J. G.</given-names></name> <name><surname>Mussurova</surname> <given-names>S.</given-names></name> <name><surname>Silva-Cordoba</surname> <given-names>A.</given-names></name> <name><surname>Castiblanco</surname> <given-names>V.</given-names></name> <name><surname>Jones</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>2021</year>). <article-title>A new genome allows the identification of genes associated with natural variation in aluminium tolerance in <italic>Brachiaria</italic> grasses</article-title>. <source>J. Exp. Bot.</source> <volume>72</volume>, <fpage>302</fpage>&#x2013;<lpage>319</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jxb/eraa469</pub-id>, PMID: <pub-id pub-id-type="pmid">33064149</pub-id></citation></ref>
<ref id="ref216"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yadav</surname> <given-names>S.</given-names></name> <name><surname>Jackson</surname> <given-names>P.</given-names></name> <name><surname>Wei</surname> <given-names>X.</given-names></name> <name><surname>Ross</surname> <given-names>E. M.</given-names></name> <name><surname>Aitken</surname> <given-names>K.</given-names></name> <name><surname>Deomano</surname> <given-names>E.</given-names></name> <etal/></person-group>. (<year>2020</year>). <article-title>Accelerating genetic gain in sugarcane breeding using genomic selection</article-title>. <source>Agronomy</source> <volume>10</volume>:<fpage>585</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy10040585</pub-id></citation></ref>
<ref id="ref217"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Young</surname> <given-names>A.</given-names></name> <name><surname>Gillung</surname> <given-names>J. P.</given-names></name></person-group> (<year>2019</year>). <article-title>Phylogenomics &#x2013; principles, opportunities and pitfalls of big-data phylogenetics</article-title>. <source>Syst. Entomol.</source> <volume>45</volume>, <fpage>225</fpage>&#x2013;<lpage>247</lpage>. doi: <pub-id pub-id-type="doi">10.1111/syen.12406</pub-id></citation></ref>
<ref id="ref218"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>G.</given-names></name> <name><surname>Liu</surname> <given-names>X.</given-names></name> <name><surname>Quan</surname> <given-names>Z.</given-names></name> <name><surname>Cheng</surname> <given-names>S.</given-names></name> <name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>Pan</surname> <given-names>S.</given-names></name> <etal/></person-group>. (<year>2012</year>). <article-title>Genome sequence of foxtail millet (<italic>Setaria italica</italic>) provides insights into grass evolution and biofuel potential</article-title>. <source>Nat. Biotechnol.</source> <volume>30</volume>, <fpage>549</fpage>&#x2013;<lpage>554</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nbt.2195</pub-id>, PMID: <pub-id pub-id-type="pmid">22580950</pub-id></citation></ref>
<ref id="ref219"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zorzatto</surname> <given-names>C.</given-names></name> <name><surname>Chiari</surname> <given-names>L.</given-names></name> <name><surname>Ara&#x00FA;jo</surname> <given-names>B. G.</given-names></name> <name><surname>Valle</surname> <given-names>C. B.</given-names></name> <name><surname>de Campos</surname> <given-names>L. G. O.</given-names></name> <name><surname>Schuster</surname> <given-names>I.</given-names></name> <etal/></person-group>. (<year>2010</year>). <article-title>Identification of a molecular marker linked to apomixis in <italic>Brachiaria humidicola</italic> (Poaceae)</article-title>. <source>Plant Breed.</source> <volume>129</volume>, <fpage>734</fpage>&#x2013;<lpage>736</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1439-0523.2010.01763.x</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn id="fn0001"><p><sup>1</sup><ext-link xlink:href="https://www.ncbi.nlm.nih.gov/assembly/?term=urochloa%20ruziziensis" ext-link-type="uri">https://www.ncbi.nlm.nih.gov/assembly/?term=urochloa%20ruziziensis</ext-link></p></fn>
<fn id="fn0002"><p><sup>2</sup><ext-link xlink:href="http://www.fao.org/faostat/en/#data" ext-link-type="uri">http://www.fao.org/faostat/en/#data</ext-link></p></fn></fn-group></back></article>