<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article 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="research-article" dtd-version="2.3" xml:lang="EN">
<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.2023.1072086</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Identification and analysis of lignin biosynthesis genes related to fruit ripening and stress response in banana (<italic>Musa acuminata</italic> L. AAA group, cv. Cavendish)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zhuo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yao</surname>
<given-names>Xiao-ming</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2057963"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Cai-hong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/425502"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Bi-yu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/498991"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Jing-yi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/978344"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Ju-hua</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/910879"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jin</surname>
<given-names>Zhi-qiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/499248"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Key Laboratory of Tropical Crop Biotechnology of Ministry of Agriculture and Rural Affairs, Institute of Tropical Bioscience and Biotechnology, Chinese Academy of Tropical Agricultural Sciences</institution>, <addr-line>Haikou, Hainan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Hainan Academy of Tropical Agricultural Resource, Chinese Academy of Tropical Agricultural Sciences</institution>, <addr-line>Haikou, Hainan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Sanya Research Institute of Chinese Academy of Tropical Agricultural Sciences</institution>, <addr-line>Sanya, Hainan</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Beijing Genomics Institute (BGI)-Sanya, Beijing Genomics Institute (BGI)-Shenzhen</institution>, <addr-line>Sanya</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: C. Watkins, Cornell University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Zhengke Zhang, Hainan University, China; Xuewu Duan, South China Botanical Garden (CAS), China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jing-yi Wang, <email xlink:href="mailto:wangjingyi@itbb.org.cn">wangjingyi@itbb.org.cn</email>; Ju-hua Liu, <email xlink:href="mailto:liujuhua@itbb.org.cn">liujuhua@itbb.org.cn</email>; Zhi-qiang Jin, <email xlink:href="mailto:18689846976@163.com">18689846976@163.com</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Crop and Product Physiology, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1072086</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wang, Yao, Jia, Xu, Wang, Liu and Jin</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Yao, Jia, Xu, Wang, Liu and Jin</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>
<sec>
<title>Background</title>
<p>Lignin is a key component of the secondary cell wall of plants, providing mechanical support and facilitating water transport as well as having important impact effects in response to a variety of biological and abiotic stresses.</p>
</sec>
<sec>
<title>Results</title>
<p>In this study, we identified 104 genes from ten enzyme gene families related to lignin biosynthesis in <italic>Musa acuminata</italic> genome and found the number of <italic>MaCOMT</italic> gene family was the largest, while <italic>MaC3H</italic>s had only two members. <italic>MaPAL</italic>s retained the original members, and the number of <italic>Ma4CL</italic>s in lignin biosynthesis was significantly less than that of flavonoids. Segmental duplication existed in most gene families, except for <italic>MaC3H</italic>s, and tandem duplication was the main way to expand the number of <italic>MaCOMT</italic>s. Moreover, the expression profiles of lignin biosynthesis genes during fruit development, postharvest ripening stages and under various abiotic and biological stresses were investigated using available RNA-sequencing data to obtain fruit ripening and stress response candidate genes. Finally, a co-expression network of lignin biosynthesis genes was constructed by weighted gene co-expression network analysis to elucidate the lignin biosynthesis genes that might participate in lignin biosynthesis in banana during development and in response to stresses.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This study systematically identified the lignin biosynthesis genes in the <italic>Musa acuminata</italic> genome, providing important candidate genes for further functional analysis. The identification of the major genes involved in lignin biosynthesis in banana provides the basis for the development of strategies to improve new banana varieties tolerant to biological and abiotic stresses with high yield and high quality.</p>
</sec>
</abstract>
<kwd-group>
<kwd>lignin biosynthesis genes</kwd>
<kwd>banana</kwd>
<kwd>fruit ripening</kwd>
<kwd>stresses</kwd>
<kwd>co-expression networks</kwd>
<kwd>expression analysis</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="92"/>
<page-count count="17"/>
<word-count count="8278"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Lignin is a complex and aromatic three-dimensional high molecular phenol polymer, which is widely distributed in nature, accounting for about 30% of the organic carbon in the biosphere (<xref ref-type="bibr" rid="B9">Campbell and Sederoff, 1996</xref>; <xref ref-type="bibr" rid="B20">Faraji et&#xa0;al., 2018</xref>). Lignin mainly exists in the secondary cell wall of all vascular plants and has many functions. For example, it can form an effective physical barrier against pathogens by cross-linking with the components of the cell wall (<xref ref-type="bibr" rid="B43">Lewis and Yamamoto, 1990</xref>). The lignin filled in the cellulose framework can also enhance the strength of plant cell wall and the bending resistance of stem, so as to improve the mechanical strength and lodging resistance of plant (<xref ref-type="bibr" rid="B1">Ahmad et&#xa0;al., 2020</xref>).</p>
<p>Lignin is mainly composed of three alcohol monomers, coniferyl, sinapyl and p-coumarin alcohol precursor, which are produced by coupling combination of oxidation of the p-hydroxycinnamic alcohol monomer, forming cinnamic acid through phenylalanine ammonia, and resulting in syringyl lignin (S), guaiacy lignin (G) and hyroxy-phenyl lignin (H) and other lignin monomer by a series of hydroxylation, methylation and reduction reaction, (<xref ref-type="bibr" rid="B89">Zhao and Dixon, 2011</xref>). These lignin monomers are finally dehydrogenated and polymerized into complex lignin complexes. The methoxylation level of S-, G- and H-type lignin monomers determines the lignin content and composition (<xref ref-type="bibr" rid="B6">Boerjan et&#xa0;al., 2003</xref>). In different plants, the content and composition of lignin are different. Generally, the lignins of pteriophyta and gymnosperm are mainly composed of G type lignin monomer and a small amount of H type lignin monomer. The dicotyledons in angiosperms are mainly composed of G-lignin monomer and S-lignin monomer, and the lignin in monocotyledons is a mixture of three monomers (<xref ref-type="bibr" rid="B74">Vanholme et&#xa0;al., 2010</xref>). Although the content and composition of lignin in different plants are different, the synthetic pathway is basically the same (<xref ref-type="bibr" rid="B7">Bonawitz and Chapple, 2010</xref>).</p>
<p>In most plants, there are mainly ten key enzyme gene families involved in lignin biosynthesis, including phenylalanine ammonia-lyase (PAL), cinnamate 4-hydroxylase (C4H), 4-coumarate: Co A ligase (4CL), hydroxycinnamoyl-Co A shikimate/quinate transferase (HCT), coumarate 3-hydroxylase (C3H), caffeoyl-Co A-O-methyltransferase (CcoAOMT), cinnamoyl Co A reductase (CCR), ferulate 5-hydroxylase (F5H), caffeic acid O-methyltransferase (COMT), cinnamyl alcohol dehydrogenase (CAD). Due to the increasing number of sequenced plant genomes, lignin biosynthesis genes have been identified in many plants, including <italic>Arabidopsis</italic> (<xref ref-type="bibr" rid="B56">Raes et&#xa0;al., 2003</xref>), <italic>Populus trichocarpa</italic> (<xref ref-type="bibr" rid="B63">Shi et&#xa0;al., 2010</xref>), Maize (<xref ref-type="bibr" rid="B32">Hu et&#xa0;al., 2009</xref>), Soybean (<xref ref-type="bibr" rid="B4">Baldoni et&#xa0;al., 2013</xref>), <italic>Switchgrass</italic> (<xref ref-type="bibr" rid="B62">Shen et&#xa0;al., 2013</xref>), <italic>Eucalyptus grandis</italic> (<xref ref-type="bibr" rid="B11">Carocha et&#xa0;al., 2015</xref>), Hard End Pear (<xref ref-type="bibr" rid="B46">Lu et&#xa0;al., 2015</xref>), Kenaf (<xref ref-type="bibr" rid="B60">Ryu et&#xa0;al., 2016</xref>), Pear (<xref ref-type="bibr" rid="B10">Cao et&#xa0;al., 2019</xref>), <italic>Setaria viridis</italic> (<xref ref-type="bibr" rid="B21">Ferreira et&#xa0;al., 2019</xref>), and Ramie (<xref ref-type="bibr" rid="B71">Tang et&#xa0;al., 2019</xref>).</p>
<p>Bananas (<italic>Musa</italic> spp.) are perennial monocotyledonous herbs that grow well in humid tropical and subtropical regions. In the banana pseudostem, the content of lignin in fiber is about 5-10%, lower than those of cellulose and hemicellulose (<xref ref-type="bibr" rid="B38">Komuraiah et&#xa0;al., 2014</xref>). Banana fruit is a popular tropical and subtropical fruit, and also is an important staple food for many people in tropical regions, rich in protein and carbohydrates (<xref ref-type="bibr" rid="B3">Aurore et&#xa0;al., 2009</xref>). As an important component of dietary fiber, lignin is an important index of quality of banana fruit and directly affects the fruit texture (<xref ref-type="bibr" rid="B26">Hamauzu et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B27">Happi Emaga et&#xa0;al., 2008</xref>). However, the expression pattern of lignin biosynthesis genes in banana fruit is rarely reported.</p>
<p>Cavendish banana is a triploid (AAA) banana cultivar formed by intraspecific hybridization in <italic>Musa acuminata</italic>. It is the most widely cultivated and commercialized variety (<xref ref-type="bibr" rid="B53">Perrier et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B55">Ploetz, 2015</xref>). After forming triploid, asexual propagation is the only reproductive mode of Cavendish banana, which leads to low environmental adaptability. Environmental stresses, such as drought (<xref ref-type="bibr" rid="B72">van Asten et&#xa0;al., 2011</xref>), low temperature (<xref ref-type="bibr" rid="B37">Kang et&#xa0;al., 2007</xref>), salt (<xref ref-type="bibr" rid="B83">Xu et&#xa0;al., 2014</xref>), and several devastating diseases (<xref ref-type="bibr" rid="B29">Heslop-Harrison and Schwarzacher, 2007</xref>) usually affect the yield and quality of the Cavendish banana fruits. Fusarium Wilt of Banana (FWB) is prevalent in main banana producing areas worldwide, which is seriously destructive for banana industry. It is a typical soil borne fungus disease caused by <italic>Fusarium oxysporum</italic> f. sp. <italic>cubense</italic> (Foc). Specifically, Cavendish banana is highly susceptible to Foc TR4 (<xref ref-type="bibr" rid="B54">Ploetz, 2006</xref>). Up to now, only a few genes have been cloned or used for expression analysis during Cavendish banana interacted with Foc TR4 (<xref ref-type="bibr" rid="B76">Wang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B78">Wang et&#xa0;al., 2016</xref>). It is unclear about the roles of lignin biosynthesis gene in the process of fruit development, postharvest ripening and the response to stresses, especially those of the lignin biosynthesis genes involved in resistance to Foc TR4. This comprehensive study can increase our understanding of lignin biosynthesis genes of banana associated with fruit developmental and ripening processes and stresses responses and will establish a crucial foundation for future studies of genetic improvement in banana.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant materials and treatments</title>
<p>Cavendish banana (<italic>Musa acuminata</italic> L. AAA group cv. Cavendish) fruits were harvested from the banana plantation of the Institute of Bioscience and Biotechnology (ITBB) of Chinese Academy of Tropical Agricultural Sciences (CATAS) (Wenchang, Hainan, 19.61N, 110.75E). The pulp of Cavendish banana fruit was harvested at 0, 20, and 80 DAF (day after flowering, DAF), which represented fruit developmental stages of budding, cutting flower, and harvest stages, respectively. During ripening stage, pulp of Cavendish banana fruit was harvested at 0, 8 and 14 DPH (day post-harvest, DPH) representing green, yellowish green, and yellow based on color of the fruit, respectively.</p>
<p>One month old Cavendish banana plantlets were grown under greenhouse conditions with 26&#xb0;C and 80% humidity. Cavendish banana plantlets were irrigated with 300 mM NaCL and 200 mM mannitol for 7 days for salt and osmotic treatments, respectively. Cavendish banana plants were maintained at 4&#xb0;C for 22&#xa0;h for cold treatment. The leaves without main vein were harvested for analysis.</p>
<p>
<italic>Fusarium Wilt</italic> of Banana (FWB) is prevalent in main banana producing areas worldwide, which is seriously destructive for banana industry. It is a typical soil borne fungus disease caused by <italic>Fusarium oxysporum</italic> f. sp. <italic>cubense</italic> (Foc). Cavendish banana is highly susceptible to Foc TR4. Giant Cavendish Tissue Culture Variants (GCTCV, GC) have acquired resistance to TR4 through somaclonal variation (<xref ref-type="bibr" rid="B35">Hwang and Ko, 2004</xref>). GCTCV-119 is the best Foc TR4-resistant alternative cultivar for the Cavendish (<xref ref-type="bibr" rid="B55">Ploetz, 2015</xref>). Variety Pahang (PH) is a wild banana belonging to subspecies <italic>Musa acuminata</italic> ssp. <italic>malaccensis</italic>, and highly resistant to Foc TR4 (<xref ref-type="bibr" rid="B88">Zhang et&#xa0;al., 2018</xref>). The fungus was grown on potato dextrose agar medium and incubated for 5-7 days at 28&#xb0;C. The roots of 2-month old susceptible cultivar Cavendish banana, resistant cultivar GCTCV-119 and variety Pahang were dipped in Foc TR4 spore suspension of 1.0&#xd7;10<sup>6</sup> condia/mL, and the roots were harvested at 0 and 2 days post-infection (DPI) (<xref ref-type="bibr" rid="B80">Wang et&#xa0;al., 2012</xref>). All of the above samples were immediately frozen in liquid nitrogen and stored at -80&#xb0;C.</p>
</sec>
<sec id="s2_2">
<title>Identification of lignin biosynthesis genes in the <italic>Musa acuminata</italic> genome and phylogenetic analyses</title>
<p>To analyze the genome-wide lignin biosynthesis genes, we first downloaded all gene coding protein sequences of <italic>Musa acuminata</italic> genome (DH Pahang) from the Banana Genome Hub (<ext-link ext-link-type="uri" xlink:href="https://banana-genome-hub.southgreen.fr">https://banana-genome-hub.southgreen.fr</ext-link>) (<xref ref-type="bibr" rid="B48">Martin et&#xa0;al., 2016</xref>). We compared genes related to lignin biosynthesis genes in the <italic>Musa acuminata</italic> genome with the genes annotated in genomes of rice (<ext-link ext-link-type="uri" xlink:href="http://rice.uga.edu/index.shtml">http://rice.uga.edu/index.shtml</ext-link>) and <italic>Arabidopsis</italic> (<ext-link ext-link-type="uri" xlink:href="http://www.arabidopsis.org/">http://www.arabidopsis.org/</ext-link>). In the PAL and HCT gene families, we also selected representative genes to draw the phylogenetic tree, including <italic>EsPAL</italic> (ATD50344.1) from <italic>Eucalyptus saligna</italic>, <italic>JcPAL</italic> (XP_012077001.1) from <italic>Jatropha curcas</italic>, <italic>HbPAL</italic> (XP_021684949.1) from <italic>Hevea brasiliensis</italic>, <italic>PtHCT1</italic> (XP_024452069.1) from <italic>Populus trichocarpa</italic>, <italic>PtHCT2</italic> (XP_006368492.1), <italic>NtHCT</italic> (NP_001312552.1) and <italic>NtHQT</italic>(NP_001312079.1) from <italic>Nicotiana tabacum</italic>, and <italic>CcHCT</italic> (ABO47805.1) from <italic>Coffea canephora.</italic> We retrieved protein sequences of these gene families for homologue-based searches with the criteria: similarity &gt; 80% and coverage &gt; 80%. Then, we confirmed the presence of the conserved domain within all the protein sequences in CDD (<ext-link ext-link-type="uri" xlink:href="http://www.ncbi.nlm.nih.gov/cdd/">http://www.ncbi.nlm.nih.gov/cdd/</ext-link>) databases in NCBI and removed members without complete domain. The full-length lignin biosynthesis genes protein sequences from <italic>Musa acuminata</italic>, rice, <italic>Arabidopsis</italic> and other woody plants were aligned using ClustalW. Relationships were assessed using a Maximum Likelihood evolutionary tree with 1,000 bootstrap replicates and were created using MEGA 6.0 software (<xref ref-type="bibr" rid="B70">Tamura et&#xa0;al., 2013</xref>). The accession number of identified lignin biosynthesis genes was listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>. The molecular weight and isoelectric points of the lignin biosynthesis genes were predicted from the ExPASy database (<ext-link ext-link-type="uri" xlink:href="http://expasy.org/">http://expasy.org/</ext-link>). The sequence logo for lignin biosynthesis genes domain was created by WebLogo server (<ext-link ext-link-type="uri" xlink:href="http://weblogo.berkeley.edu/logo.cgi">http://weblogo.berkeley.edu/logo.cgi</ext-link>).</p>
</sec>
<sec id="s2_3">
<title>Chromosome distribution and gene duplications</title>
<p>To determine the physical locations of lignin biosynthesis genes, the starting and ending positions of all lignin biosynthesis genes on each chromosome were obtained from the <italic>Musa acuminata</italic> genome database. MapInspect software was used to draw the images of the locations of the lignin biosynthesis genes (<ext-link ext-link-type="uri" xlink:href="http://mapinspect.software.informer.com/">http://mapinspect.software.informer.com/</ext-link>). Tandem and segmental duplications were also identified according to the plant genome duplication database (<xref ref-type="bibr" rid="B42">Lee et&#xa0;al., 2012</xref>). Based on physical chromosomal location, homologous lignin biosynthesis genes on a single chromosome within 30 kb of each other were characterized as tandem duplication (<xref ref-type="bibr" rid="B64">Shiu and Bleecker, 2003</xref>; <xref ref-type="bibr" rid="B18">Du et&#xa0;al., 2013</xref>). Syntenic blocks were detected using MCSCAN (parameters: -a -e 1e-5 -s 5) (<xref ref-type="bibr" rid="B79">Wang et&#xa0;al., 2019</xref>), and all lignin biosynthesis genes located in the syntenic blocks were extracted. Circos (0.63) software was used to draw the images of the locations and synteny of the lignin biosynthesis genes (<ext-link ext-link-type="uri" xlink:href="http://circos.ca/">http://circos.ca/</ext-link>).</p>
</sec>
<sec id="s2_4">
<title>RNA-seq data processing and expression profiling during fruit development, post-harvest ripening and stresses response</title>
<p>Total RNAs were extracted using Eastep Super Total RNA Extraction Kit (Promega, Beijing, China). Five &#x3bc;g of total RNA from each sample was converted to cDNA using GoScript Reverse Transcription Mix (Promega, Beijing, China), and constructed the cDNA libraries using TruSeq RNA Library Preparation Kit v2, and then were sequenced on an IIIumina HiSeq 2000 platform (San Diego, CA, USA) using the IIIumina RNA-seq protocol. Two biological replicates were used for each sample. Gene expression levels were calculated as Reads Per Kilobases per Million reads (RPKM) (<xref ref-type="bibr" rid="B49">Mortazavi et&#xa0;al., 2008</xref>). Differentially expressed genes were identified with the mean of read count from two replicates for each gene (fold change &#x2265; 2) (<xref ref-type="bibr" rid="B2">Audic and Claverie, 1997</xref>). MeV 4.9 and Java Treeview software constructed the heat-map of genes according to the manufacturer&#x2019;s protocol. We analyzed the expression patterns of lignin biosynthesis genes during fruit development and postharvest ripening (0DAF, 20DAF, 80DAF-0DPH, 8DPH and 14DPH), and the response to abiotic (4&#xb0;C for 22h, 300 mM NaCl for 7 days and 200 mM mannitol for 7 days) and biological (Roots of Cavendish banana, GCTCV-119 and Pahang varieties inoculated Foc TR4 after 2 days) stressors. All the data of RNA-seq had been uploaded to deposit in the CNSA (<ext-link ext-link-type="uri" xlink:href="https://db.cngb.org/cnsa/">https://db.cngb.org/cnsa/</ext-link>) of CNGBdb with accession number CNP0000292. The accession numbers of all samples were listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>.</p>
</sec>
<sec id="s2_5">
<title>Weighted gene co-expression network analysis</title>
<p>Gene expression patterns for all identified TFs and the lignin biosynthesis genes from fruits, leaves and roots tissues were used to construct the co-expression network using WGCNA (version 1.47) within the R platform (version 3.2.2) (<xref ref-type="bibr" rid="B40">Langfelder and Horvath, 2008</xref>). Genes whose expression had not been detected in all tissues were removed in advance. Soft thresholds were set according to the scale-free topology criterion adopted by <xref ref-type="bibr" rid="B86">Zhang and Horvath (2005)</xref>. An adjacency matrix was developed using the squared Euclidean distance values, and Pearson method was used to calculate the topological overlap matrix of unsigned network detection. Then, the co-expression coefficients greater than 0.50 between the target genes were selected. Finally, we extracted the co-expression network of lignin biosynthesis genes, and the network connections were visualized using cytoscape (<xref ref-type="bibr" rid="B61">Shannon et&#xa0;al., 2003</xref>). We enriched analysis of target genes using the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway.</p>
</sec>
<sec id="s2_6">
<title>Yeast one-hybrid assay</title>
<p>Yeast one-hybrid screening was performed using MatchmakerTM Gold Yeast One-Hybrid Library Screening System (Clontech, Dalian, China). The bait fragment (the 1481 bp fragment of MaC3H2 promoter) was cloned into the pAbAi vector. The MaC3H2-AbAi and p53-AbAi were linearized and transformed into Y1HGold to make a bait-reporter strain, respectively. Transformants were initially screened on plates containing SD medium without Ura (SD/-Ura) and added with 0-1000 ng/ml aureobasidin A (AbA) for auto-activation analysis. Full-length coding sequences of <italic>MaMYB1</italic> (Ma02_t00290.1), <italic>MaMYB2</italic> (Ma06_t05680.1), <italic>MaMYB3</italic> (Ma11_t11940.1), <italic>MaNAC1</italic> (Ma07_t06080.1) and <italic>MabHLH1</italic> (Ma07_t28500.1) were cloned into the pGADT7 (AD) prey vector and transferred into the bait-reporter yeast strain, respectively. Transformed Y1HGold were incubated on SD medium with 300 ng/ml AbA and without leucine (SD-Leu+AbA300) at 28&#xb0;C for 3 days to test the interaction. pGADT7-Rec (AD-Rec-P53) and p53-promoter fragments were co-transformed into Y1HGold as positive controls, while the AD-empty and MaC3H2-AbAi were used as negative controls. The primers used for yeast one-hybrid assay were listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>.</p>
</sec>
<sec id="s2_7">
<title>Dual luciferase reporter assay</title>
<p>Full-length coding sequences of the MaMYB1, MaMYB2, MaMYB3, MaNAC1 and MabHLH1 were inserted into the pGreen II 62-SK vector (SK), respectively, and the fragment of <italic>MaC3H2</italic> promoter was inserted into the pGreen II 0800-LUC vector. All the above constructs were transformed into <italic>Agrobacterium tumefaciens</italic> GV3101 using freeze-thaw method (<xref ref-type="bibr" rid="B31">Holsters et&#xa0;al., 1978</xref>). The dual luciferase assays were performed with <italic>Nicotiana benthamiana</italic> grown in green house for forty days. Agrobacterium cultures were prepared with infiltration buffer (10 mM MgCl<sub>2</sub>, 10 mM MES and 150 mM acetosyringone, pH5.6) to an OD<sub>600</sub> of 0.8. Agrobacterium culture mixtures of TF genes (5&#xa0;ml) and promoter (95 &#x3bc;L) were infiltrated into the abaxial side of <italic>Nicotiana benthamiana</italic> leaves. Leaves were collected after two days infiltration for luciferase (LUC) and Renilla luciferase (REN) activities analyses using Dual-Luciferase Reporter Assay System (Promega, USA, E1910) with Modulus Luminometers (Promega). Luciferase activity was analyzed in three independent experiments with six replications for each assay.</p>
</sec>
<sec id="s2_8">
<title>Statistical analysis</title>
<p>Statistical analysis was performed using Student&#x2019;s t-test. The experimental results obtained were expressed as the means &#xb1; standard deviation (SD). P values&lt;0.05 were considered statistically significant (*), and P values&lt;0.01 were considered highly statistically significant (**).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Identification of lignin biosynthesis genes in <italic>Musa acuminata</italic> genome</title>
<p>In total, 104 genes belonging to ten key enzyme gene families, including eight <italic>MaPALs</italic>, five <italic>MaC4Hs</italic>, eighteen <italic>Ma4CLs</italic>, three <italic>MaHCTs</italic>, two <italic>MaC3Hs</italic>, seven <italic>MaCCoAOMTs</italic>, twenty-four <italic>MaCCRs</italic>, four <italic>MaF5Hs</italic>, twenty-four <italic>MaCOMTs</italic> and ten <italic>MaCADs</italic> were identified in the <italic>Musa acuminata</italic> genome. In addition, we found 31 genes identified as &#x2018;like&#x2019; genes (candidate genes excluded from <italic>bona fide</italic> clade), including 9 from <italic>Ma4CLs</italic>, 21 from <italic>MaCCRs</italic> and 1 from <italic>MaCOMTs</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). Gene names were based on the location of chromosomes. The gene ID, position, and protein physicochemical properties of all genes were shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>.</p>
<p>In conservative domain analysis, we mainly compared the lignin biosynthesis genes from banana with genes from <italic>Arabidopsis</italic>. We found all genes contained the core conserved domains belonging to the features of gene family in the protein sequence. MaPALs contained the conserved motifs (GTITASGDLUPLSYIAG) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). MaC3Hs, MaC4Hs and MaF5Hs had cytochrome P450 conserved domains, such as proline rich region (PPGPKGLP), PERF conserved motif and heme-binding motif of CYP450 proteins (PFGSGRRSCP) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). In Ma4CLs, all of them contained conservative Box I (SSGTTGLPKGV) and Box II (GEICVRS) in the protein sequence (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). We found <italic>MaHCT</italic>s genes contained the conserved active motif (HXXXDG) and conservative motif (DFGWGR) of acetyltransferase gene family (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>). Generally, the amino acid sequence of CCoAOMT gene family contains 8 conserved motifs, in which motif D, motif E, motif F, motif G and motif H are unique to the CCoAOMT family and are as the tag sequences (<xref ref-type="bibr" rid="B91">Zhao et&#xa0;al., 2004</xref>). We found all MaCCoAOMTs contained motif D, motif E, motif F, motif G and motif H (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1E</bold>
</xref>). In these sequences of COMT proteins, there were five amino acid conserved elements in proper order from the N-terminal to the C-terminal of the amino acid sequence (conservative motif 1: LVDGGGxG, conservative motif II: GINFDLPHV, conservative motif III: EHVGGDMF and conservative motif VI: NGKVI) (<xref ref-type="bibr" rid="B36">Ibrahim et&#xa0;al., 1998</xref>). In <italic>Musa acuminata</italic> genome, we found that 23 COMT genes had the above conserved domains (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1F</bold>
</xref>). Three <italic>bona fide</italic> MaCCRs (MaCCR1, MaCCR2 and MaCCR3) were identified to contain the conserved sequence (KNWYCYGK) belonging to CCR gene family (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1G</bold>
</xref>). Ten MaCAD proteins contained binding domain for the structurally important zinc (CX2CX2CX7C), NADPH (GxGGVG) and catalytic Zn<sup>2+</sup> binding motif (GHExxGxxxxxGxxV), which was the signature sequence of CAD genes (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1H</bold>
</xref>). The above results show that all 104 lignin biosynthesis genes have typical conserved domains of their respective gene families.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Sequence logo of the lignin biosynthesis proteins motifs. The height of each amino acid represented the relative frequency of the amino acid at that position. <bold>(A)</bold> Phenylalanine ammonialyase(PAL), <bold>(B)</bold> coumarate 3-hydroxylase (C3H), cinnamate 4-hydroxylase (C4H) and ferulate 5-hydroxylase (F5H), <bold>(C)</bold> 4-coumarate: CoA ligase (4CL), <bold>(D)</bold> hydroxycinnamoyl-CoA shikimate/quinate transferase (HCT), <bold>(E)</bold> caffeoyl-CoA-O-methyltransferase (CcoAOMT), <bold>(F)</bold> caffeic acid Omethyltransferase (COMT), <bold>(G)</bold> cinnamoyl CoA reductase (CCR), <bold>(H)</bold> cinnamyl alcohol dehydrogenase (CAD).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Phylogenetic analysis of lignin biosynthesis genes from <italic>Musa acuminata</italic> genome</title>
<p>Analyses of the evolutionary relationships of lignin synthetase genes from <italic>Musa acuminata</italic>, <italic>Arabidopsis</italic>, rice, and other plants have been functionally verified. The phylogenetic tree was analyzed by MEGA6 using the method with 1000 bootstrap replicates and the evolutionary distances were calculated using the Poisson correction method.</p>
<p>MaPAL family can be clearly divided into two groups. MaPAL1, MaPAL2, MaPAL3, MaPAL4, MaPAL5, MaPAL7 and MaPAL8 were clustered together with all PALs from <italic>Arabidopsis</italic> and rice. MaPAL6 was placed near the PALs from woody plants, such as EsPAL, JcPAL and HbPAL, indicating that the evolution of MaPALs is more conservative, MaPAL6 may have different origins from the other seven MaPALs (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). In plants, 4CL can be divided into three clades, clade I is thought to be related to lignin synthesis, and clade II 4CL is thought to be related to flavonoid synthesis (<xref ref-type="bibr" rid="B81">Wei and Wang, 2004</xref>). The Ma4CLs can be divided into three clades, Ma4CL1, Ma4CL3, Ma4CL4, Ma4CL5, Ma4CL6, Ma4CL7 were located in clade I, Ma4CL2 and Ma4CL8 were located in clade II, and others were located in 4CL-like clade. Moreover, we also found that the Ma4CLs were often closer to Os4CLs and far away from At4CLs (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). It is suggested that Ma4CL11, Ma4CL14, Ma4CL6 and Ma4CL7 may be related to lignin synthesis and formed after the differentiation of monocotyledons and dicotyledons. MaC4Hs can be divided into two clades: MaC4H, MaC4H3, MaC4H4, MaC4H5, MaC4H7, AtC4H, OsC4H1 and OsC4H2 which were located in same clade, while MaC4H1, MaC4H2, MaC4H6, OsC4H3 and OsC4H4 were located in the same clade (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). MaC3Hs were more closely related to OsC3H than AtC3H1 and no member was close to AtC3H2 and AtC3H3 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Those results indicate that the evolution of MaC4Hs and MaC3Hs may be formed after the differentiation of monocotyledons and dicotyledons. The members of MaF5Hs were clustered with the AtF5Hs, and far from OsF5Hs (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>), indicating that the differentiation of F5H gene is formed before the differentiation of monocotyledons and dicotyledons. Three MaHCTs were distributed in the same clade with OsHCT1 and OsHCT2, but far away from the HCTs from <italic>Arabidopsis thaliana</italic>, <italic>Populus trichocarpa</italic> (PtHCT1, PtHCT2), <italic>Nicotiana tabacum</italic> (NtHCT and NtHQT) and <italic>Coffea canephora</italic> (CcHCT), indicating that MaHCTs may be formed after differentiation of monocotyledons and dicotyledons (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). CCoAOMTs can be mainly divided into two clades (<xref ref-type="bibr" rid="B57">Rakoczy et&#xa0;al., 2018</xref>). All seven MaCCoAOMTs were distributed in the same clade with OsCCoAOMT and AtCCoAOMT1 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). Similarly, all the MaCOMTs located with AtOMT1 and OsCOMT1 belonged to the Clade I, and only MaCOMT21 close to AtOMT-like11 and OsCOMT-like5 belonged to COMT-like (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). <italic>Bona fide</italic> CCR clade and CCR-like clade were contained in CCR gene family. In particular, MaCCR1 and MaCCR2 were closely related to TaCCR1, ZmCCR1, AtCCR1 and AtCCR2. MaCCR3 was grouped with ZmCCR2, TaCCR2, and PvCCR2 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>). Thirty-one CADs were clearly divided into three classes (class I, class II and class III). MaCAD1 and MaCAD2 were located in class I (<italic>bona fide</italic> CAD clade) with AtCAD4, AtCAD5 and OsCAD2. MaCAD5, MaCAD6, MaCAD7, MaCAD8, MaCAD9 and MaCAD10 were distributed in class II. MaCAD3 and MaCAD4 were located in class III with AtCAD1, OsCAD1 and OsCAD4 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Phylogenetic relationship of lignin biosynthesis genes in <italic>Musa acuminata</italic> (red dot), <italic>Arabidopsis</italic> (purple square), rice (green diamond), and other plants (triangle). The Maximum Likelihood (ML) tree was drawn using MEGA 6.0 with 1000 bootstrap replicates. <bold>(A)</bold> Phenylalanine ammonialyase(PAL), <bold>(B)</bold> 4-coumarate: CoA ligase (4CL), <bold>(C)</bold> hydroxycinnamoyl-CoA shikimate/quinate transferase (HCT), coumarate 3-hydroxylase (C3H), cinnamate 4-hydroxylase (C4H) and ferulate 5-hydroxylase (F5H), <bold>(D)</bold> caffeic acid Omethyltransferase (COMT) and caffeoyl-CoA-O-methyltransferase (CcoAOMT), <bold>(E)</bold> cinnamoyl CoA reductase (CCR), <bold>(F)</bold> cinnamyl alcohol dehydrogenase (CAD).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g002.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Chromosomal localization and gene duplication of lignin biosynthesis genes from <italic>Musa acuminata</italic> genome</title>
<p>In order to determine the distribution of lignin biosynthesis genes on the chromosome, the relative positions of 101 genes on the chromosome were identified according to their physical positions in the <italic>Musa acuminata</italic> genome database. Ma00_t01670.1, Ma00_t02580.1 and Ma00_t03560.1 were not anchored on the chromosome and were named <italic>MaCOMT22</italic>, <italic>MaCOMT23</italic> and <italic>MaCAD10</italic>, respectively. As shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>, although each of the 11 banana chromosomes contained lignin biosynthesis genes, the distribution appeared to be uneven. There were 17 members on chromosome 4 from 7 different gene families (<italic>MaHCTs</italic>, <italic>Ma4CLs</italic>, <italic>MaCADs</italic>, <italic>MaC3Hs</italic>, <italic>MaCCRs</italic>, <italic>MaF5Hs</italic> and <italic>MaCOMTs</italic>). There were 14 members on chromosome 9 from six families (<italic>Ma4CLs</italic>, <italic>MaC4Hs</italic>, <italic>MaCADs</italic>, <italic>MaCCoAOMTs</italic>, <italic>MaCOMTs</italic> and <italic>MaPALs</italic>), while only three genes on chromosome 3 were from three families (<italic>Ma4CL6</italic>, <italic>MaCAD6</italic> and <italic>MaC4H2</italic>). In the multi member gene families, eighteen <italic>Ma4CLs</italic> were widely distributed on the 10 chromosomes except for Chr10. Twenty-four <italic>MaCCRs</italic> were distributed on 6 chromosomes as follows Chr3, Chr4, Chr5, Chr6, Chr8 and Chr9. Most of <italic>MaCOMTs</italic> were only distributed on Chr2 and Chr9.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Localization of 102 lignin biosynthesis genes on eleven <italic>Musa acuminata</italic> genome chromosomes. The chromosomes were numbered between 1 to 11 and shown at the top of each chromosomes (Chr represented as bars). Chromosomal distances were given in Mb. Red line indicated segmental duplicated genes, and gray area indicated tandem duplicated genes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g003.tif"/>
</fig>
<p>Segmental duplication, tandem duplication and retrotransposition are known to be key factors driving gene family expansion (<xref ref-type="bibr" rid="B34">Hurles, 2004</xref>; <xref ref-type="bibr" rid="B23">Freeling, 2009</xref>). In our study, 11 colinear genes pairs from nine gene families except for <italic>MaC3Hs</italic> were identified to be located in the synthetic blocks and belonged to segmental duplication (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;4</bold>
</xref>). It is worth noting that there were four <italic>MaCADs</italic> (<italic>MaCAD1</italic>, <italic>MaCAD2</italic>, <italic>MaCAD3</italic> and <italic>MaCAD4</italic>) with segmental duplication located in Block4_chr04, Block8_chr01 and Block8_chr04, indicating that the segmental duplication plays important roles in the expansion of <italic>MaCADs</italic>. We also found four tandem duplication gene clusters on Chr2, Chr8, Chr9 and Chr10. The number of gene clusters on chromosome 2 was the largest, containing 11 genes, and all of them were from <italic>MaCOMT</italic> gene family (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). We did not find the member belonging to retrotransposition among the 104 lignin biosynthesis genes. Based on our analysis, we propose that the expansion of lignin biosynthesis genes may be mainly <italic>via</italic> segment and tandem duplication during the <italic>Musa acuminata</italic> genome evolutionary processes.</p>
</sec>
<sec id="s3_4">
<title>Expression profile of lignin biosynthesis genes during Cavendish fruit development and the postharvest ripening stage</title>
<p>To analyze the expression profiles of lignin biosynthesis genes, RNA-Seq data were derived from the fruit development and ripening stages (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). We deleted 56 lignin biosynthesis genes with RPMK values less than 5 in 0DAF, 20DAF, 80DAF_0DPH, 8DPH and 14DPH. There were 25 and 26 lignin biosynthesis genes highly expressed at 0 DAF and 20 DAF (RPKM &gt; 20), contributing about 24.04% and 25.00% of the total, respectively. In 0DAF and 20 DAF, the expression levels of <italic>MaC3H2</italic>, <italic>MaC4H2</italic>, <italic>MaC4H5</italic>, <italic>MaCAD7</italic>, <italic>MaCCR-like17</italic>, <italic>MaCCR-like19</italic>, <italic>MaCCR-like2</italic>, <italic>MaCCR-like3</italic>, <italic>MaCCR-like4</italic>, <italic>MaCCR-like6</italic>, <italic>MaCCR-like7</italic> and <italic>MaPAL3</italic> were more than 50 (RPKM&gt;50). However, in 80 DAF-0 DPH, 8 DPH and 14 DPH, only 14, 16 and 10 genes were highly expressed (RPKM&gt;20), respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The number of highly expressed genes during postharvest ripening was significantly less than that during fruit development. These results indicate that the lignin biosynthesis genes are expressed actively in the fruit development, which is closely related to the growth and development of banana fruit. It is worth noting that <italic>MaC3H</italic> gene family contained two copies (<italic>MaC3H1</italic> and <italic>MaC3H2</italic>) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). During fruit development and ripening, we found that <italic>MaC3H1</italic> was not expressed in 11 transcriptome data and checked by RT-PCR (results not shown), while <italic>MaC3H2</italic> was constitutively expressed with high RPKM value (RPKM&gt;40) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;5</bold>
</xref>), showing that only <italic>MaC3H2</italic> may have biological functions. We also found that the expression levels of <italic>Ma4CL8</italic>, <italic>MaPAL4</italic>, <italic>MaC4H5</italic>, <italic>Ma4CL-like6</italic>, <italic>MaCCoAOMT2</italic>, <italic>MaCAD3</italic>, <italic>MaHCT2</italic> and <italic>MaCAD2</italic> were increased gradually in 80DAF-0DPH, 8DPH and 14DPH, and some genes such as Ma4CL-like9, <italic>MaHCT2</italic>, <italic>MaF5H4</italic> and <italic>MaC4H5</italic> reached the highest level in 14DPH (RPKM&gt;190) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The above results suggest that these lignin biosynthesis genes may play roles in the lignin synthesis during the postharvest process of banana fruit and participate in the quality formation.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Expression patterns of lignin biosynthesis genes in different stages of fruit development and ripening. The heatmap with dendrogram was created based on the RPKM value of the lignin biosynthesis genes. Differences in gene expression changes were shown in color as the scale.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g004.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>The expression level of lignin biosynthesis genes in the Cavendish banana plantlets in response to osmotic, salt, and cold treatments</title>
<p>To analyze the expression profiles of lignin biosynthesis genes, RNA-Seq data were derived from Cavendish banana plantlets in response to osmotic, salt and cold treatments. To present the differentially expressed genes visually and exactly, we filtered out the genes with RPKM values less than 5 in the control or treatments. Cold treatment (4&#xb0;C) caused the fifteen lignin biosynthesis genes were differentially expressed (log2 Ratio Cold/Control&gt;1), among which eleven were up-regulated and four down-regulated (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). Treatment with drought (200 mM mannitol) caused the eighteen genes were found to be differentially expressed (log2 Ratio Osmotic/Control &gt; 1), among which nine were up-regulated and nine down-regulated (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). Treatment with salt (300 mM NaCl) caused fourteen members were differentially expressed (log2 Ratio Salt/Control &gt; 1), among which thirteen were up-regulated and one was down regulated (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). It is worth noting that <italic>MaPAL1</italic>, <italic>MaPAL3</italic>, <italic>MaPAL4</italic>, <italic>MaPAL7</italic>, <italic>MaC4H2</italic> and <italic>MaCCR9</italic> were up-regulated during the drought, salt, and cold stresses. We found that forty-one genes were significantly differentially expressed under cold, drought and salt stresses, but nine genes were only involved in one of the abiotic stresses (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Therefore, most of the genes were not differentially expressed in the responses to above stresses. For example, we did not find that <italic>bona fide MaCCRs</italic> was involved in the process of the responses to above abiotic stresses. Although several <italic>MaCCR-likes</italic> were found to be up-regulated under low temperature, drought and salt stresses, the function of <italic>MaCCR-like</italic> was not clear. Similarly, we also found that only one member of <italic>MaCADs</italic> was up-regulated under salt stress, other eight <italic>MaCADs</italic> were not differentially expressed during the responses to abiotic stresses. Moreover, in phylogenetic tree, the differentially expressed <italic>MaCAD4</italic> was closely related to <italic>AtCAD1</italic>, which played a partial role in the synthesis of lignin in <italic>Arabidopsis</italic> (<xref ref-type="bibr" rid="B19">Eudes et&#xa0;al., 2006</xref>). <italic>MaCAD2</italic> and <italic>MaCAD3</italic>, belonging to the group I (the <italic>bona fide</italic> CAD clade) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), were not differentially expressed under the drought, salt and cold stresses (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). These results indicate that most of lignin synthesis genes are not involved in banana response to stresses, which may be one of the possible reasons for banana being more sensitive to abiotic stresses.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Expression patterns of lignin synthesis genes in response to cold, osmotic, and salt treatments in banana. The Log2-based fold change was used to create the heatmap. Differences in gene expression changes were shown in color as the scale. * Significant difference at <italic>P</italic> &lt; 0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g005.tif"/>
</fig>
</sec>
<sec id="s3_6">
<title>The expression level of lignin biosynthesis genes during the banana plantlets interacting with Foc TR4</title>
<p>The expression pattern of a gene is generally correlated with its function; hence, we analyzed the expression patterns of the lignin biosynthesis genes in susceptible and resistant varieties responding to Foc TR4 infection. To present the differentially expressed genes visually and exactly, we filtered out the genes with RPKM values less than 5 in the 0 DPI or 2 DPI. In variety Cavendish, there were only 11 differentially expressed genes (marked with black stars), of which only one was up-regulated and 10 down-regulated (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>). The results showed that lignin synthesis genes were not activated in susceptible varieties. In variety Pahang, there were 12 differentially expressed genes from seven gene families, all of which were up-regulated (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>), indicating that lignin biosynthesis genes were activated in banana responding to Foc TR4 infection. In variety GCTCV-119, we found 20 differentially expressed genes, 17 of which were up-regulated and 3 down-regulated (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;7</bold>
</xref>), indicating that most of the differentially expressed genes were activated. It is noteworthy that we found that the differentially expressed genes between Pahang and GCTCV-119 were not consistent, indicating that ploidy still has a great impact on the banana resistance to Foc TR4 infection. In general, our results indicate that these differentially expressed lignin biosynthesis genes are involved in banana resistance to Foc TR4 infection.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Expression patterns of lignin biosynthesis genes in Cavendish banana (CB), GCTCV-119 (GC) and Pahang (PH) inoculated with Foc TR4. The Log2-based fold change was used to create the heatmap. Differences in gene expression changes were shown in color as the scale. * Significant difference at <italic>P</italic> &lt; 0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g006.tif"/>
</fig>
<p>Based on RNA-seq data, 8 differentially expressed lignin biosynthesis genes were selected for RT-qPCR. The results showed that the expression patterns of the selected genes had the same trend and consistent results between RNA-seq data and RT-qPCR data (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Expression patterns of lignin biosynthesis genes involving in plant-pathogen interaction pathway in Ba Xijiao and GCTCV-119 inoculated with Foc TR4 by qRT-PCR. The results are presented as differential relative transcript abundance. The data represent the mean &#xb1; standard deviation (SD) of three replicates. The y-axis shows the transcript fold-change relative to that in the control (0 DPI). * Significantly different from the control (0 DPI) at <italic>P</italic> &lt; 0.01, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g007.tif"/>
</fig>
</sec>
<sec id="s3_7">
<title>Weighted gene co-expression network of lignin biosynthesis genes</title>
<p>To explore the functions, 104 lignin biosynthesis genes were selected as &#x2018;guide genes&#x2019; to seek co-expressed genes using an RNA-Seq dataset from 11 different transcriptomes, including fruit development and ripening stages, banana plantlets response to osmotic, salt, and cold treatment, and banana roots inoculated with Foc TR4 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). A total of 725 TFs were as the &#x2018;target nodes&#x2019;, whose expression patterns were closely correlated with 51 lignin biosynthesis genes from ten gene families, which were identified with weighted values larger than 0.5 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;6</bold>
</xref>). Following visualization using Cytoscape (<xref ref-type="bibr" rid="B52">Otasek et&#xa0;al., 2019</xref>), the co-expression network of lignin biosynthesis genes was divided into four modules. Module I-IV (purple, red, light blue and yellow, respectively) contained 37, 3, 4, 1 and 1 lignin biosynthesis genes, respectively (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The correlated TFs were in 68 different type TF classes, such as MYB, ERF, basic helix-loop-helix (bHLH), WRKY, C2H2, NAC, and LOB (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Co-expression network of banana generated using the lignin biosynthesis genes as guides. The network comprised 725 TF genes (nodes); the hexagon represented lignin biosynthesis genes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g008.tif"/>
</fig>
</sec>
<sec id="s3_8">
<title>Verifying the interaction between promoter of <italic>MaC3H2</italic> and transcription factors in WGCNA using yeast one-hybrid</title>
<p>The -2000bp upstream sequence of <italic>MaC3H2</italic> was obtained by RT-PCR based on the sequence of <italic>Musa acuminata</italic> genome, the 1481bp promoter sequence was obtained by transcriptional active site prediction, and the main regulatory elements of <italic>MaC3H2</italic> promoter were predicted online by plantcare website. We found that there was conserved AC element (AC-I element, -1378bp) and MBS and MRE elements (-32 and -1066bp) bounding to MYB TF in the <italic>MaC3H2</italic> promoter sequence (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). The results show that <italic>MaC3H2</italic> may be closely related to lignin synthesis in banana.</p>
<p>We extracted the co-expression network of <italic>MaC3H2</italic> and found 36 transcription factors from 13 gene families were contained in the network, and <italic>MaMYBs</italic> had the largest number (10 <italic>MaMYBs</italic>) (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>). We further identified whether the <italic>MaC3H2</italic> promoter had a relationship with these transcription factors. Five transcription factors including <italic>MaMYB1</italic> (Ma03_t25780.1), <italic>MaMYB2</italic> (Ma09_t20280.1), <italic>MaMYB3</italic> (Ma11_t11940.1), <italic>MaNAC1</italic> (Ma07_t06080.1) and <italic>MabHLH1</italic> (Ma10_t14490.1) were verified by yeast one hybridization. Using the pGADT7-MaMYB1, pGADT7-MaMYB2, pGADT7-MaMYB3, pGADT7-MaNAC1, pGADT7-MabHLH1 vectors as effectors and using the pAbAi vector carrying <italic>MaC3H2</italic> promoter as a reporter, the Y1HGold yeast co-transformed with <italic>MaC3H2</italic> promoter-AbAi and pGADT7-MaMYB1, pGADT7-MaMYB2, pGADT7-MaMYB3, pGADT7-MaNAC1, pGADT7-MabHLH1 could grow normally on the SD/-Leu medium containing 300 ng/mL AbA, respectively, whereas the yeast carrying MaC3H2 promoter-AbAi and pGADT7 could not grow (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9B</bold>
</xref>), which proved that <italic>MaMYB1</italic>, <italic>MaMYB2</italic>, <italic>MaMYB3</italic>, <italic>MaNAC1</italic> and <italic>MabHLH1</italic> can definitely bind with the sequence of the <italic>MaC3H2</italic> promoter, respectively.</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Identification of upstream regulatory transcription factors of MaC3H2. <bold>(A)</bold> Co-expression network of MaC3H2 by WGCNA. <bold>(B)</bold> Yeast one-hybrid assay of MaMYB1, MaMYB2, MaMYB3, MaNAC1 and MabHLH1 bind with MaC3H2 promoter. <bold>(C)</bold> Schematic diagrams of the effector and reporter constructs used for the dual LUC assay. <bold>(D)</bold> MaMYB1, MaMYB2, MaMYB3, MaNAC1 and MabHLH1 activate the MaC3H2 promoter in dual-luciferase assays. * Significant difference at <italic>P</italic> &lt; 0.01.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1072086-g009.tif"/>
</fig>
<p>In the dual luciferase assay, the <italic>MaC3H2</italic> promoter-driven luciferase reporter and CaMV35S-driven <italic>MaMYB1</italic>, <italic>MaMYB2</italic>, <italic>MaMYB3</italic>, <italic>MaNAC1</italic> and <italic>MabHLH1</italic> effector were separately constructed and then co-infected tobacco leaf epidermal cells by <italic>Agrobacterium-mediated</italic> transformation (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9C</bold>
</xref>). <italic>MaMYB1</italic>, <italic>MaMYB2</italic>, <italic>MaMYB3</italic>, <italic>MaNAC1</italic> and <italic>MabHLH1</italic> were found to activate the activity of the <italic>MaC3H2</italic> promoter with a LUC/REN ratio higher than 2.12, 4.57, 3.81, 6.41 and 3.04-fold of empty vector (pGreen II 62-SK/pGreen II 0800-LUC), respectively, indicating that <italic>MaMYB1</italic>, <italic>MaMYB2</italic>, <italic>MaMYB3</italic>, <italic>MaNAC1</italic> and <italic>MabHLH1</italic> are activative effectors of <italic>MaC3H2</italic> gene expression (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9D</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Lignin is an important product of phenylpropane metabolism pathway and an important component of plant cell wall, playing crucial roles in maintaining normal development, enhancing overall mechanical strength and increasing stress resistance of plants (<xref ref-type="bibr" rid="B89">Zhao and Dixon, 2011</xref>). The systematic identification of the enzyme genes in the lignin biosynthesis pathway in <italic>Musa acuminata</italic> genome can provide important references for improving the content and composition of lignin to obtain ideal new varieties with good quality and strong resistance for banana industry. Generally, there are usually 10 enzyme gene families involved in lignin biosynthesis (<xref ref-type="bibr" rid="B84">Xu et&#xa0;al., 2009</xref>). So far, many important plants have identified genes for lignin biosynthesis enzyme, 56 genes encoding <italic>bona fide</italic> lignin biosynthesis enzymes in <italic>Setaria viridis</italic> genome (<xref ref-type="bibr" rid="B21">Ferreira et&#xa0;al., 2019</xref>), 37 genes in <italic>Eucalyptus grandis</italic> (<xref ref-type="bibr" rid="B11">Carocha et&#xa0;al., 2015</xref>), 34 genes in <italic>Arabidopsis</italic> (<xref ref-type="bibr" rid="B56">Raes et&#xa0;al., 2003</xref>), 35 genes in <italic>Pyrus bretschneideri</italic> (<xref ref-type="bibr" rid="B10">Cao et&#xa0;al., 2019</xref>). In this study, we totally identified 104 genes belonging to ten lignin biosynthesis gene families in <italic>Musa acuminata</italic> genome, and 73 genes encoding <italic>bona fide</italic> enzymes, which have been the highest number of <italic>bona fide</italic> lignin biosynthesis genes detected, to date. The characteristics of the number of encoding amino acids, isoelectric point, and molecular weight of the lignin biosynthesis genes are similar to previous results in <italic>Arabidopsis</italic> and other plants (<xref ref-type="bibr" rid="B56">Raes et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B11">Carocha et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B10">Cao et&#xa0;al., 2019</xref>).</p>
<p>Gene duplication is universal across all organisms and plays a key role in driving the evolution of genomes and genetic systems, and is closely related to translocation, insertion, inversion, deletion and duplication of small fragments, chromosome rearrangement and fusion after genome-wide duplication events (<xref ref-type="bibr" rid="B66">Simillion et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B50">Navajas-P&#xe9;rez and Paterson, 2009</xref>). The <italic>Musa acuminata</italic> genome underwent three rounds of WGD (&#x3b1;/&#x3b2;/&#x3b3;), resulting in a large number of collinear blocks in the <italic>Musa acuminata</italic> genome (<xref ref-type="bibr" rid="B15">D'Hont et&#xa0;al., 2012</xref>), and showed that the chromosomes of <italic>Musa acuminata</italic> genome had experienced multiple rounds of genome-wide duplication events. At the gene family level, we found that nine lignin biosynthesis gene from <italic>Musa acuminata</italic> genome underwent tandem or segmental duplication events except for <italic>MaC3Hs</italic> which have only two members and may be the reason leading the <italic>Musa acuminata</italic> genome has more gene members than those in <italic>Arabidopsis</italic> and rice. We found the number of <italic>MaC4Hs</italic>, <italic>MaF5Hs</italic>, <italic>MaC3Hs</italic>, <italic>MaHCTs</italic> and <italic>MaCCoAOMTs</italic> gene families was relatively small, which was not different from that in <italic>Arabidopsis</italic> and rice (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<p>In the phylogenetic tree, MaPAL6 was divided into a subfamily with PALs of other woody plants (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). This is similar to the results of other species (<xref ref-type="bibr" rid="B63">Shi et&#xa0;al., 2010</xref>). 4CL gene family usually exists as a small gene family (<xref ref-type="bibr" rid="B25">Gui et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B67">Sun et&#xa0;al., 2013</xref>). There are four 4CL genes in <italic>Arabidopsis</italic> and five 4CL genes in rice, maize and <italic>Populus</italic> (<xref ref-type="bibr" rid="B67">Sun et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B44">Li et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B58">Rao et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B82">Xiong et&#xa0;al., 2019</xref>). In our results, we found eight 4CL genes were in <italic>Musa acuminata</italic> genome. Phylogenetic analysis show that 4CL in dicotyledons can be divided into two types. In type I, 4CL was mainly involved in lignin biosynthesis, while in type II, 4CL was often involved in flavonoids biosynthesis (<xref ref-type="bibr" rid="B44">Li et&#xa0;al., 2015</xref>). In <italic>Musa acuminata</italic> genome, we found six Ma4CLs in type I and two Ma4CLs in type II (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), indicating that the number of Ma4CL involved in lignin biosynthesis is more than that involved in flavonoid biosynthesis. During fruit development and postharvest ripening stages, we found that the RPKM value of <italic>Ma4CL8</italic> involved in flavonoid synthesis was significantly higher than that of <italic>Ma4CL1</italic>, <italic>Ma4CL5</italic> and <italic>Ma4CL6</italic> involved in lignin biosynthesis, and showed that the metabolism of flavonoids may be stronger than that of lignin in banana fruit (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). We also found that <italic>Ma4CL3</italic> and <italic>Ma4CL5</italic> involved in lignin synthesis were significantly differentially expressed in osmotic and salt stresses, while the <italic>Ma4CL2</italic> and <italic>Ma4CL8</italic> involved in flavonoid synthesis were not differentially expressed in low temperature, drought and salt stresses (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>), indicating that <italic>Ma4CLs</italic> may be involved in Cavendish banana responding to abiotic stresses.</p>
<p>In plants, the COMT gene family usually comprises multiple members. For example, there are seven COMT genes in <italic>Eucalyptus grandis</italic> (<xref ref-type="bibr" rid="B11">Carocha et&#xa0;al., 2015</xref>), 25 in <italic>Populus trichocarpa</italic> (<xref ref-type="bibr" rid="B63">Shi et&#xa0;al., 2010</xref>) and 18 in <italic>Arabidopsis thaliana</italic> and 27 in <italic>Vitis vinifera</italic> (<xref ref-type="bibr" rid="B45">Liu et&#xa0;al., 2016</xref>). In our results, 24 MaCOMTs were detected in <italic>Musa acuminata</italic> genome. All the MaCOMTs were near by the <italic>AtOMT1</italic> (At5g54160.1) and <italic>OsCOMT1</italic> (Os08G06100) and located in clade I (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). <italic>AtOMT1</italic> and <italic>OsCOMT1</italic> have been identified to participate in lignin biosynthesis in <italic>Arabidopsis</italic> and rice (<xref ref-type="bibr" rid="B24">Goujon et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B56">Raes et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B75">Vanholme et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B16">Dalmais et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B39">Koshiba et&#xa0;al., 2013</xref>). These results suggest that the MaCOMTs from <italic>Musa acuminata</italic> genome may have the ability to participate in lignin biosynthesis. In <italic>Arabidopsis</italic>, AtCCR1 is involved in constitutive lignification (<xref ref-type="bibr" rid="B41">Lauvergeat et&#xa0;al., 2001</xref>). ZmCCR1 and TaCCR1 may participate in developmental lignin deposition in secondary cell walls (<xref ref-type="bibr" rid="B69">Tamasloukht et&#xa0;al., 2011</xref>). TaCCR2 is actively undergoing lignification and involved in both G and S lignin synthesis (<xref ref-type="bibr" rid="B47">Ma and Tian, 2005</xref>). In phylogenetic tree, we found MaCCR1 and MaCCR2 were near by the ZmCCR1, TaCCR1, OsCCR19 and OsCCR20, and in this clade we also found AtCCR1. MaCCR3 was grouped with TaCCR2 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref>), suggesting that MaCCR1, MaCCR2 and MaCCR3 are probably involved in lignin biosynthesis or lignification of banana. CAD gene family can be divided into three classes according to homology and affinity for substrates (<xref ref-type="bibr" rid="B21">Ferreira et&#xa0;al., 2019</xref>). In <italic>Arabidopsis</italic>, the functional characteristics of AtCAD1, AtCAD4, AtCAD5 and OsCAD2 have been clear, and they are involved in the process of lignin synthesis (<xref ref-type="bibr" rid="B65">Sibout et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B87">Zhang et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B5">Barakat et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B30">Hirano et&#xa0;al., 2012</xref>). In our results, MaCAD1 and MaCAD2 also have high homology, and are in the same subgroup as AtCAD4 with AtCAD5. MaCAD3, MaCAD4 and AtCAD1 belonged to the same class (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>), indicating that MaCAD1, MaCAD2, MaCAD3 and MaCAD4 play roles in lignin biosynthesis of banana.</p>
<p>As the main component of dietary fiber, lignin content in fruit has a great impact on fruit quality. During fruit ripening, a large number of degradation of cell wall substances lead to the destruction of cell wall structure and increase the cell gap and the soft in pulp (<xref ref-type="bibr" rid="B12">Chaplin et&#xa0;al., 1990</xref>). During fruit development and ripening, we found that 49 genes of lignin synthesis were expressed (RPKM&gt;5), accounting for 47.11% (104 of the total), 24 genes were highly expressed (RPKM&gt;50), accounting for 23.08%, and <italic>MaC3H2</italic> and <italic>MaCCR-like7</italic> were constitutively expressed (RPKM&gt;30) at all the time points. We also found <italic>Ma4CL-like9</italic>, <italic>MaHCT2</italic>, <italic>MaF5H4</italic>, <italic>MaC4H5</italic> and <italic>MaCCoAOMT2</italic> were highly expressed (RPKM&gt;100) at 14 DPH. Our results show that most of lignin biosynthesis genes are involved in lignin biosynthesis and the quality formation during banana fruit development and ripening stage.</p>
<p>Lignin is an important part of vascular plant cell wall and mainly deposits in the secondary wall cells of vascular tissue, mechanical tissue and protective tissue. It provides mechanical support for cells and tissues, facilitates the long-distance transportation of water and minerals, and forms a physical barrier with cellulose to resist biological and abiotic stresses (<xref ref-type="bibr" rid="B43">Lewis and Yamamoto, 1990</xref>). During growth, Cavendish banana is vulnerable to drought (<xref ref-type="bibr" rid="B72">van Asten et&#xa0;al., 2011</xref>), low temperature (<xref ref-type="bibr" rid="B37">Kang et&#xa0;al., 2007</xref>) and salt (<xref ref-type="bibr" rid="B83">Xu et&#xa0;al., 2014</xref>), resulting in the reduction of fruit yield and quality. In our results, we found that most lignin biosynthesis genes from <italic>Musa acuminata</italic> genome had low RPKM value. Only 24 genes were differentially expressed after low temperature, drought or salt stress treatments, among which, 14 genes were differentially expressed in only one of the above three stresses (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Therefore, the inactive gene expression of lignin biosynthesis genes may be the cause of more vulnerable to abiotic stresses in Cavendish banana. PAL is the key enzyme and rate limiting enzyme of phenylpropane metabolism. The products of phenylpropane metabolic pathway play an important role in plant growth and development and response to stresses (<xref ref-type="bibr" rid="B28">Harakava, 2005</xref>; <xref ref-type="bibr" rid="B33">Huang et&#xa0;al., 2010</xref>). In banana fruit, <italic>MaPAL</italic> participates in heat pretreatment inducing chilling tolerance during postharvest (<xref ref-type="bibr" rid="B13">Chen et&#xa0;al., 2008</xref>). In our results, we found that MAPALs were involved in the response to low temperature, drought and salt stresses. <italic>MaPAL1</italic>, <italic>MaPAL3</italic>, <italic>MaPAL4</italic> and <italic>MaPAL7</italic> were up-regulated and differentially expressed in Cavendish banana responding to low temperature, drought and salt stresses, indicating that <italic>MAPALs</italic> are involved in Cavendish banana responding to abiotic stresses, and may have some redundancy in function, which is similar to the results of <italic>AtPALs</italic> in <italic>Arabidopsis</italic> (<xref ref-type="bibr" rid="B33">Huang et&#xa0;al., 2010</xref>).</p>
<p>Many studies have shown that lignin is involved in the construction of plant defense system, which is an important barrier for plants to prevent or reduce the invasion of pathogens (<xref ref-type="bibr" rid="B8">Boudet, 2000</xref>). In banana, treatment with elicitors from Foc R4 causes increased lignin deposition in roots of &#x2018;Williams&#x2019; and &#x2018;Goldfinger&#x2019; varieties, and higher contents of lignin are induced in the disease-resistant variety &#x2018;Goldfinger&#x2019; (<xref ref-type="bibr" rid="B17">De Ascensao and Dubery, 2000</xref>). The lignin content accumulation of tolerance varieties is faster than that of susceptible varieties after inoculation with Foc TR4 (<xref ref-type="bibr" rid="B73">Van Den Berg et&#xa0;al., 2007</xref>). During Cavendish banana inoculated with Foc TR4, lignin biosynthesis genes such as <italic>MAPALs</italic>, <italic>MaC4Hs</italic>, <italic>Ma4CLs</italic> and <italic>MaCADs</italic> were significantly up-regulated and differentially expressed in cultivar Nongke No.1, which have acquired resistance to Foc TR4 through somaclonal variation from Cavendish banana (<xref ref-type="bibr" rid="B76">Wang et&#xa0;al., 2015</xref>). Up to now, GCTCV-119 is the best Foc TR4-tolerant alternative cultivar for the Cavendish (<xref ref-type="bibr" rid="B55">Ploetz, 2015</xref>). Pahang is highly resistant to Foc TR4 in the greenhouse and field trials, which is a wild germplasm that belongs to subspecies <italic>Musa acuminata</italic> ssp. <italic>Malaccensis</italic> (<xref ref-type="bibr" rid="B15">D'Hont et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B92">Zuo et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B85">Zhang et&#xa0;al., 2019</xref>). In our results, we found that 14 lignin biosynthesis genes were differentially expressed and significantly down-regulated in Cavendish banana variety, and only <italic>MaF5H2</italic> was significantly up-regulated, indicating that the expressions of lignin biosynthesis genes are not activated in susceptible variety responding to Foc TR4 infection. However, we found most lignin biosynthesis genes were significantly up-regulated and differentially expressed in both GCTCV-119 and Pahang varieties (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Our results show that the expression of lignin biosynthesis genes is activated in banana resistance to Foc TR4 infection, which is consistent with the previous results (<xref ref-type="bibr" rid="B17">De Ascensao and Dubery, 2000</xref>; <xref ref-type="bibr" rid="B73">Van Den Berg et&#xa0;al., 2007</xref>).</p>
<p>WGCNA can identify functionally related or similar gene expression modules in high-throughput data, and we can consider gene function and its relationship from biological function as a whole, and we can specifically screen the co-expression modules with high biological significance with the target traits (<xref ref-type="bibr" rid="B90">Zhao et&#xa0;al., 2010</xref>). In our results, we found that 61.54% of lignin biosynthesis genes had co-expression network with 725 transcription factors from 68 gene families (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>), suggesting that lignin biosynthesis genes may play important roles in the lignin biosynthesis for Cavendish banana during the growth or response to stresses. MYB, NAC (Nam, ataf1/2, CUC2) and LIM (LIN-11, ISL-1, MEC-3) transcription factors were related to the secondary wall synthesis (<xref ref-type="bibr" rid="B89">Zhao and Dixon, 2011</xref>). Overexpression of <italic>MusaNAC68</italic> can significantly reduce the expression of <italic>MaPAL</italic>, <italic>Ma4CL</italic>, <italic>MaC4H</italic>, <italic>MaCOMT</italic> and <italic>MaCcOAMT</italic>, resulting in reduced secondary wall thickness coupled with diminished lignin deposition (<xref ref-type="bibr" rid="B51">Negi et&#xa0;al., 2019</xref>). <italic>MusaMYB31</italic> as repressor of lignin biosynthesis in banana, overexpression of <italic>MusaMYB31</italic> in banana cultivar <italic>Rasthali</italic> (<italic>Musa</italic> cv. <italic>Rasthali</italic>) can reduce the deposition of lignin in Secondary wall (<xref ref-type="bibr" rid="B68">Tak et&#xa0;al., 2017</xref>). In the co-expression network, 97 <italic>MaMYBs</italic> and 34 <italic>MaNACs</italic> transcription factors were associated with lignin biosynthesis genes (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>), showing that these transcription factors may be candidate genes for regulating lignin biosynthesis in banana. WRKY and ERF transcription factors are widely involved in the process of plant responding to stresses (<xref ref-type="bibr" rid="B59">Rehman and Mahmood, 2015</xref>; <xref ref-type="bibr" rid="B14">Chen et&#xa0;al., 2018</xref>). Based on the whole gene family analysis, several <italic>MabHLHs</italic> were involved in banana resistance to Foc TR4 infection (<xref ref-type="bibr" rid="B77">Wang et&#xa0;al., 2020</xref>). In our results, we also found large number of <italic>MaERFs</italic> (88), <italic>MabHLHs</italic> (70) and <italic>MaWRKYs</italic> (59) transcription factors were associated with lignin biosynthesis genes (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;8</bold>
</xref>). P-coumarate 3-hydroxylase (C3H) determines the carbon source flow direction of lignin monomer and is also the rate limiting enzyme of phenylpropane pathway (<xref ref-type="bibr" rid="B22">Franke et&#xa0;al., 2002</xref>). Using yeast one hybrid and LUC activity assay, we also found that these transcription factors could bind with the promoter of <italic>MaC3H2</italic>, indicating that <italic>MaMYB1</italic>, <italic>MaMYB2</italic>, <italic>MaMYB3</italic>, <italic>MaNAC1</italic> and <italic>MabHLH1</italic> are active effectors of <italic>MaC3H2</italic> expression (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). In general, the above results suggest that these associated transcription factors in the co-expression network may play important roles in regulating lignin biosynthesis during fruit development, post-harvest ripening stages and response to stresses.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>We have developed a comprehensive resource of gene families involved in lignin biosynthesis in <italic>Musa acuminata</italic> genome. A total of 101 lignin biosynthesis genes were located on 11 different chromosomes. Most gene families had segmental duplication, and tandem replication was the main way to expand the number of <italic>MaCOMTs</italic>. We found most lignin biosynthesis genes were not involved in banana responding to abiotic stresses, except for <italic>MaPALs</italic>. Finally, the co-expression network of lignin biosynthesis genes was constructed using WGCNA to elucidate the abundant upstream regulatory networks of lignin biosynthesis in Cavendish banana. This comprehensive study improves our understanding of the lignin biosynthesis genes associated with fruit development, ripening processes, and stress responses and will establish a foundation for future studies on genetic improvement in banana.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>All the data of RNA-seq have been uploaded to the CNSA (<ext-link ext-link-type="uri" xlink:href="https://db.cngb.org/cnsa/">https://db.cngb.org/cnsa/</ext-link>) of CNGBdb with accession number CNP0000292. The accession numbers of all samples are listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;2</bold>
</xref>.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>The study was conceived by ZW, B-yX and Z-qJ. Z-mW, X-mY, C-hJ, J-yW, and J-hL analyzed the lignin biosynthesis gene&#x2019;s data from <italic>Musa acuminata</italic> genome and performed the bioinformatics analysis. ZW and C-hJ performed Foc TR4 inoculation, RNA isolation and qRT-PCR. ZW and J-yW wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was financially supported by Hainan Provincial Natural Science Fund Project (320LH020); National Key Research and Development Program of China (2019YFD1000903); National Nonprofit Institute Research Grant of CATAS (1630052022002); National Natural Science Foundation of China (31501624) and Modern Agro-industry Technology Research System (No. CARS-32).</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" 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>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2023.1072086/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1072086/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ahmad</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Meng</surname> <given-names>X. P.</given-names>
</name>
<name>
<surname>Kamran</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ahmad</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>T. N.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Effects of uniconazole with or without micronutrient on the lignin biosynthesis, lodging resistance, and winter wheat production in semiarid regions</article-title>. <source>J. Integr. Agr</source> <volume>19</volume> (<issue>1</issue>), <fpage>62</fpage>&#x2013;<lpage>77</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S2095-3119(19)62632-8</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Audic</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Claverie</surname> <given-names>J. M.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>The significance of digital gene expression profiles</article-title>. <source>Genome Res.</source> <volume>7</volume> (<issue>10</issue>), <fpage>986</fpage>&#x2013;<lpage>995</lpage>. doi: <pub-id pub-id-type="doi">10.1101/gr.7.10.986</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aurore</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Parfait</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Fahrasmane</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Bananas, raw materials for making processed food products</article-title>. <source>Trends Food Sci. Tech.</source> <volume>20</volume>, <fpage>78</fpage>&#x2013;<lpage>91</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tifs.2008.10.003</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Baldoni</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Von Pinho</surname> <given-names>E. V.</given-names>
</name>
<name>
<surname>Fernandes</surname> <given-names>J. S.</given-names>
</name>
<name>
<surname>Abreu</surname> <given-names>V. M.</given-names>
</name>
<name>
<surname>Carvalho</surname> <given-names>M. L.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Gene expression in the lignin biosynthesis pathway during soybean seed development</article-title>. <source>Genet. Mol. Res.</source> <volume>12</volume>, <fpage>2618</fpage>&#x2013;<lpage>2624</lpage>. doi: <pub-id pub-id-type="doi">10.4238/2013.February.28.2</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barakat</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bagniewska-Zadworna</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Plakkat</surname> <given-names>U.</given-names>
</name>
<name>
<surname>DiLoreto</surname> <given-names>D. S.</given-names>
</name>
<name>
<surname>Yellanki</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>The cinnamyl alcohol dehydrogenase gene family in populus: phylogeny, organization, and expression</article-title>. <source>BMC Plant Biol.</source> <volume>9</volume>, <fpage>26</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2229-9-26</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boerjan</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Ralph</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Baucher</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Lignin biosynthesis</article-title>. <source>Annu. Rev. Plant Biol.</source> <volume>54</volume>, <fpage>519</fpage>&#x2013;<lpage>546</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.arplant.54.031902.134938</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bonawitz</surname> <given-names>N. D.</given-names>
</name>
<name>
<surname>Chapple</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>The genetics of lignin biosynthesis: connecting genotype to phenotype</article-title>. <source>Annu. Rev. Genet.</source> <volume>44</volume>, <fpage>337</fpage>&#x2013;<lpage>363</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-genet-102209-163508</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boudet</surname> <given-names>A. M.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Lignins and lignification: selected issues</article-title>. <source>Plant Physiol. Bioch</source> <volume>38</volume>, <fpage>81</fpage>&#x2013;<lpage>96</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0981-9428(00)00166-2</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Campbell</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Sederoff</surname> <given-names>R. R.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Variation in lignin content and composition (mechanisms of control and implications for the genetic improvement of plants)</article-title>. <source>Plant Physiol.</source> <volume>110</volume> (<issue>1</issue>), <fpage>3</fpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.110.1.3</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Integrative analysis of the core fruit lignification toolbox in pear reveals targets for fruit quality bioengineering</article-title>. <source>Biomolecules</source> <volume>9</volume>, <fpage>504</fpage>. doi: <pub-id pub-id-type="doi">10.3390/biom9090504</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carocha</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Soler</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hefer</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Cassan-Wang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Fevereiro</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Myburg</surname> <given-names>A. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Genome-wide analysis of the lignin toolbox of eucalyptus grandis</article-title>. <source>New Phytol.</source> <volume>206</volume>, <fpage>1297</fpage>&#x2013;<lpage>1313</lpage>. doi: <pub-id pub-id-type="doi">10.1111/nph.13313</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chaplin</surname> <given-names>G. R.</given-names>
</name>
<name>
<surname>Buckley</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>S. C.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Differential softening and physico-chemical changes in the mesocarp of ripening mango fruit</article-title>. <source>Symp. Trop. Fruit Int. Trade.</source> <volume>269</volume>, <fpage>233</fpage>&#x2013;<lpage>240</lpage>. doi: <pub-id pub-id-type="doi">10.17660/ActaHortic.1990.269.30</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>He</surname> <given-names>L. H.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>Y. M.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Joyce</surname> <given-names>D. C.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>Z. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2008</year>). <article-title>Role of phenylalanine ammonia-lyase in heat pretreatment-induced chilling tolerance in banana fruit</article-title>. <source>Physiologia Plantarum</source> <volume>132</volume> (<issue>3</issue>), <fpage>318</fpage>&#x2013;<lpage>328</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1399-3054.2007.01013.x</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Vannozzi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>The WRKY transcription factor family in model plants and crops</article-title>. <source>Crit. Rev. Plant Sci.</source> <volume>36</volume>, <fpage>1</fpage>&#x2013;<lpage>25</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/07352689.2018.1441103</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>D'Hont</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Denoeud</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Aury</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Baurens</surname> <given-names>F. C.</given-names>
</name>
<name>
<surname>Carreel</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Garsmeur</surname> <given-names>O.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>The banana (<italic>Musa acuminata</italic>) genome and the evolution of monocotyledonous plants</article-title>. <source>Nature</source> <volume>488</volume>, <fpage>213</fpage>&#x2013;<lpage>217</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nature11241</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dalmais</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Antelme</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ho-Yue-Kuang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Darracq</surname> <given-names>O.</given-names>
</name>
<name>
<surname>d'Yvoire</surname> <given-names>M. B.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>A tilling platform for functional genomics in brachypodium distachyon</article-title>. <source>PloS One</source> <volume>8</volume>, <fpage>e65503</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0065503</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Ascensao</surname> <given-names>A. ,. R.</given-names>
</name>
<name>
<surname>Dubery</surname> <given-names>I. ,. A.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Panama Disease: cell wall reinforcement in banana roots in response to elicitors from <italic>fusarium oxysporum</italic> f. sp. cubense race four</article-title>. <source>Phytopathology</source> <volume>90</volume>, <fpage>1173</fpage>&#x2013;<lpage>1180</lpage>. doi: <pub-id pub-id-type="doi">10.1094/PHYTO.2000.90.10.1173</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Du</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Cheng</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Genome-wide identification and analysis of late embryogenesis abundant (LEA) genes in <italic>Prunus mume</italic>
</article-title>. <source>Mol. Biol. Rep.</source> <volume>40</volume> (<issue>2</issue>), <fpage>1937</fpage>&#x2013;<lpage>1946</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11033-012-2250-3</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eudes</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pollet</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Sibout</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Do</surname> <given-names>C. T.</given-names>
</name>
<name>
<surname>S&#xe9;guin</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Lapierre</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2006</year>). <article-title>Evidence for a role of atcad 1 in lignification of elongating stems of <italic>Arabidopsis thaliana</italic>
</article-title>. <source>Planta</source> <volume>225</volume>, <fpage>23</fpage>&#x2013;<lpage>39</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00425-006-0326-9</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Faraji</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Fonseca</surname> <given-names>L. L.</given-names>
</name>
<name>
<surname>Escamilla-Trevi&#xf1;o</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Barros-Rios</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Engle</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Mathematical models of lignin biosynthesis</article-title>. <source>Biotechnol. Biofuels</source> <volume>11</volume> (<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>17</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s13068-018-1028-9</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferreira</surname> <given-names>S. S.</given-names>
</name>
<name>
<surname>Sim&#xf5;es</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Carvalho</surname> <given-names>G. G.</given-names>
</name>
<name>
<surname>de Lima</surname> <given-names>L. G.</given-names>
</name>
<name>
<surname>Svartman</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Cesarino</surname> <given-names>I.</given-names>
</name>
</person-group>. (<year>2019</year>). <article-title>The lignin toolbox of the model grass <italic>Setaria viridis</italic>
</article-title>. <source>Plant Mol. Biol.</source> <volume>101</volume>, <fpage>235</fpage>&#x2013;<lpage>255</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11103-019-00897-9</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Franke</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Hemm</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Denault</surname> <given-names>J. W.</given-names>
</name>
<name>
<surname>Ruegger</surname> <given-names>M. O.</given-names>
</name>
<name>
<surname>Humphreys</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Chapple</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Changes in secondary metabolism and deposition of an unusual lignin in the ref8 mutant of <italic>Arabidopsis</italic>
</article-title>. <source>Plant J.</source> <volume>30</volume>, <fpage>47</fpage>&#x2013;<lpage>59</lpage>. doi: <pub-id pub-id-type="doi">10.1046/j.1365-313X.2002.01267.x</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Freeling</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Bias in plant gene content following different sorts of duplication: tandem, whole-genome, segmental, or by transposition</article-title>. <source>Annu. Rev. Plant Biol.</source> <volume>60</volume>, <fpage>433</fpage>&#x2013;<lpage>453</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.arplant.043008.092122</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Goujon</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Sibout</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Pollet</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Maba</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Nussaume</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bechtold</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2003</year>). <article-title>A new <italic>Arabidopsis thaliana</italic> mutant deficient in the expression of O-methyltransferase impacts lignins and sinapoyl esters</article-title>. <source>Plant Mol. Biol.</source> <volume>51</volume>, <fpage>973</fpage>&#x2013;<lpage>989</lpage>. doi: <pub-id pub-id-type="doi">10.1023/A:1023022825098</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gui</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Functional characterization of evolutionarily divergent 4-coumarate: coenzyme a ligases in rice</article-title>. <source>Plant Physiol.</source> <volume>157</volume> (<issue>2</issue>), <fpage>574</fpage>&#x2013;<lpage>586</lpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.111.178301</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamauzu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Chachin</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Kurooka</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Differences in surface color, flesh firmness, physiological activity, and some components of loquat fruits picked at various stages of maturity</article-title>. <source>Engei Gakkai zasshi.</source> <volume>65</volume>, <fpage>859</fpage>&#x2013;<lpage>869</lpage>. doi: <pub-id pub-id-type="doi">10.2503/jjshs.65.859</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Happi Emaga</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Robert</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ronkart</surname> <given-names>S. N.</given-names>
</name>
<name>
<surname>Wathelet</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Paquot</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Dietary fibre components and pectin chemical features of peels during ripening in banana and plantain varieties</article-title>. <source>Bioresour Technol.</source> <volume>99</volume>, <fpage>4346</fpage>&#x2013;<lpage>4354</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biortech.2007.08.030</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harakava</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Genes encoding enzymes of the lignin biosynthesis pathway in <italic>Eucalyptus</italic>
</article-title>. <source>Genet. Mol. Biol.</source> <volume>28</volume>, <fpage>601</fpage>&#x2013;<lpage>607</lpage>. doi: <pub-id pub-id-type="doi">10.1590/S1415-47572005000400015</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heslop-Harrison</surname> <given-names>J. S.</given-names>
</name>
<name>
<surname>Schwarzacher</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Domestication, genomics and the future for banana</article-title>. <source>Ann. Bot.</source> <volume>100</volume>, <fpage>1073</fpage>&#x2013;<lpage>1084</lpage>. doi: <pub-id pub-id-type="doi">10.1093/aob/mcm191</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hirano</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Aya</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Kondo</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Okuno</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Morinaka</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Matsuoka</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>OsCAD2 is the major CAD gene responsible for monolignol biosynthesis in rice culm</article-title>. <source>Plant Cell Rep.</source> <volume>31</volume>, <fpage>91</fpage>&#x2013;<lpage>101</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00299-011-1142-7</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Holsters</surname> <given-names>M.</given-names>
</name>
<name>
<surname>De Waele</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Depicker</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Messens</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Van Montagu</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Schell</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>1978</year>). <article-title>Transfection and transformation of <italic>Agrobacterium tumefaciens</italic>
</article-title>. <source>Mol. Gen. Genet.</source> <volume>163</volume> (<issue>2</issue>), <fpage>181</fpage>&#x2013;<lpage>187</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF00267408</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Differential expression of candidate genes for lignin biosynthesis under drought stress in maize leaves</article-title>. <source>J. Appl. Genet.</source> <volume>50</volume>, <fpage>213</fpage>&#x2013;<lpage>223</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF03195675</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>Y. H.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Functional analysis of the <italic>Arabidopsis</italic> PAL gene family in plant growth, development, and response to environmental stress</article-title>. <source>Plant Physiol.</source> <volume>153</volume>, <fpage>1526</fpage>&#x2013;<lpage>1538</lpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.110.157370</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hurles</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Gene duplication: the genomic trade in spare parts</article-title>. <source>PloS Biol.</source> <volume>2</volume>, <fpage>E206</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pbio.0020206</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hwang</surname> <given-names>S. C.</given-names>
</name>
<name>
<surname>Ko</surname> <given-names>W. H.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Cavendish Banana cultivars resistant to fusarium wilt acquired through somaclonal variation in Taiwan</article-title>. <source>Plant Dis.</source> <volume>88</volume>, <fpage>580</fpage>&#x2013;<lpage>588</lpage>. doi: <pub-id pub-id-type="doi">10.1094/PDIS.2004.88.6.580</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ibrahim</surname> <given-names>R. K.</given-names>
</name>
<name>
<surname>Bruneau</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bantignies</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Plant O-methyltransferases: molecular analysis, common signature and classification</article-title>. <source>Plant Mol. Biol.</source> <volume>36</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1023/A:1005939803300</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kang</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Protection of ultrastructure in chilling-stressed banana leaves by salicylic acid</article-title>. <source>J. Zhejiang Univ. Sci. B.</source> <volume>8</volume>, <fpage>277</fpage>&#x2013;<lpage>282</lpage>. doi: <pub-id pub-id-type="doi">10.1631/jzus.2007.B0277</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Komuraiah</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>N. S.</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>B. D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Chemical composition of natural fibers and its influence on their mechanical properties</article-title>. <source>Mech. Compos. Mater.</source> <volume>50</volume> (<issue>3</issue>), <fpage>359</fpage>&#x2013;<lpage>376</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11029-014-9422-2</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koshiba</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Hirose</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Mukai</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Yamamura</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hattori</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Suzuki</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Characterization of 5-hydroxyconiferaldehyde O-methyltransferase in <italic>Oryza sativa</italic>
</article-title>. <source>Plant Biotechnol.</source> <volume>30</volume>, <fpage>157</fpage>&#x2013;<lpage>167</lpage>. doi: <pub-id pub-id-type="doi">10.5511/plantbiotechnology.13.0219a</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Langfelder</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Horvath</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>WGCNA: an r package for weighted correlation network analysis</article-title>. <source>BMC Bioinf.</source> <volume>9</volume>, <fpage>559</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2105-9-559</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lauvergeat</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Lacomme</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Lacombe</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Lasserre</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Roby</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Grima-Pettenati</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Two cinnamoyl-CoA reductase (CCR) genes from <italic>Arabidopsis thaliana</italic> are differentially expressed during development and in response to infection with pathogenic bacteria</article-title>. <source>Phytochemistry</source> <volume>57</volume>, <fpage>1187</fpage>&#x2013;<lpage>1195</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0031-9422(01)00053-X</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname> <given-names>T. H.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Paterson</surname> <given-names>A. H.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>PGDD: a database of gene and genome duplication in plants</article-title>. <source>Nucleic Acids Res.</source> <volume>41</volume>, <fpage>D1152</fpage>&#x2013;<lpage>D1158</lpage>. doi: <pub-id pub-id-type="doi">10.1093/nar/gks1104</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewis</surname> <given-names>N. G.</given-names>
</name>
<name>
<surname>Yamamoto</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Lignin: occurrence, biogenesis and biodegradation</article-title>. <source>Annu. Rev. Plant Physiol. Plant Mol. Biol.</source> <volume>41</volume>, <fpage>455</fpage>&#x2013;<lpage>496</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev.pp.41.060190.002323</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>J. I.</given-names>
</name>
<name>
<surname>Pysh</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Chapple</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Four isoforms of <italic>Arabidopsis</italic> 4-Coumarate:CoA ligase have overlapping yet distinct roles in phenylpropanoid metabolism</article-title>. <source>Plant Physiol.</source> <volume>169</volume>, <fpage>2409</fpage>&#x2013;<lpage>2421</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.15.00838</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Luo</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Xi</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Systematic analysis of O-methyltransferase gene family and identification of potential members involved in the formation of O-methylated flavonoids in citrus</article-title>. <source>Gene</source> <volume>575</volume> (<issue>2</issue>), <fpage>458</fpage>&#x2013;<lpage>472</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.gene.2015.09.048</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lu</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Expression analysis of lignin-associated genes in hard end pear (<italic>Pyrus pyrifolia</italic> whangkeumbae) and its response to calcium chloride treatment conditions</article-title>. <source>J. Plant Growth Regul.</source> <volume>34</volume>, <fpage>251</fpage>&#x2013;<lpage>262</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00344-014-9461-x</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>Q. H.</given-names>
</name>
<name>
<surname>Tian</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Biochemical characterization of a cinnamoyl-CoA reductase from wheat</article-title>. <source>Biol. Chem.</source> <volume>386</volume>, <fpage>553</fpage>&#x2013;<lpage>560</lpage>. doi: <pub-id pub-id-type="doi">10.1515/BC.2005.065</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Martin</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Baurens</surname> <given-names>F. C.</given-names>
</name>
<name>
<surname>Droc</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Rouard</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Cenci</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kilian</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Improvement of the banana &#x2018;<italic>Musa acuminata</italic>&#x2019;reference sequence using NGS data and semi-automated bioinformatics methods</article-title>. <source>BMC Genomics</source> <volume>17</volume>, <fpage>243</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s12864-016-2579-4</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mortazavi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>B. A.</given-names>
</name>
<name>
<surname>McCue</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Schaeffer</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Wold</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Mapping and quantifying mammalian transcriptomes by RNA-seq</article-title>. <source>Nat. Methods</source> <volume>5</volume> (<issue>7</issue>), <fpage>621</fpage>&#x2013;<lpage>628</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nmeth.1226</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Navajas-P&#xe9;rez</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Paterson</surname> <given-names>A. H.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Patterns of tandem repetition in plant whole genome assemblies</article-title>. <source>Mol. Genet. Genomics</source> <volume>281</volume>, <fpage>579</fpage>&#x2013;<lpage>590</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00438-009-0433-y</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Negi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Tak</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Ganapathi</surname> <given-names>T. R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Overexpression of <italic>MusaNAC68</italic> reduces secondary wall thickness of xylem tissue in banana</article-title>. <source>Plant Biotechnol. Rep.</source> <volume>13</volume> (<issue>2</issue>), <fpage>151</fpage>&#x2013;<lpage>160</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11816-019-00524-5</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Otasek</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Morris</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Bou&#xe7;as</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Pico</surname> <given-names>A. R.</given-names>
</name>
<name>
<surname>Demchak</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Cytoscape automation: empowering workflow-based network analysis</article-title>. <source>Genome Biol.</source> <volume>20</volume>, <fpage>185</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13059-019-1758-4</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perrier</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Langhe.</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Donohue</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Lentfer</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Vrydaghs</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bakry</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Multidisciplinary perspectives on banana (<italic>Musa</italic> spp.) domestication</article-title>. <source>Proc. Natl. Acad. Sci. U S A.</source> <volume>108</volume>, <fpage>11311</fpage>&#x2013;<lpage>11318</lpage>. doi: <pub-id pub-id-type="doi">10.1073/pnas.1102001108</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ploetz</surname> <given-names>R. ,. C.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Fusarium wilt of banana is caused by several pathogens referred to as fusarium oxysporum f. sp. cubense</article-title>. <source>Phytopathology</source> <volume>96</volume>, <fpage>653</fpage>&#x2013;<lpage>656</lpage>. doi: <pub-id pub-id-type="doi">10.1094/PHYTO-96-0653</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ploetz</surname> <given-names>R. C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Fusarium wilt of banana</article-title>. <source>Phytopathology</source> <volume>105</volume>, <fpage>1512</fpage>&#x2013;<lpage>1521</lpage>. doi: <pub-id pub-id-type="doi">10.1094/PHYTO-04-15-0101-RVW</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Raes</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Rohde</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Christensen</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>de</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Peer</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Boerjan</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Genome-wide characterization of the lignification toolbox in <italic>Arabidopsis</italic>
</article-title>. <source>Plant Physiol.</source> <volume>133</volume>, <fpage>1051</fpage>&#x2013;<lpage>1071</lpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.103.026484</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rakoczy</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Femiak</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Alejska</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Figlerowicz</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Podkowinski</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Sorghum CCoAOMT and CCoAOMT-like gene evolution, structure, expression and the role of conserved amino acids in protein activity</article-title>. <source>Mol. Genet. Genomics</source> <volume>293</volume> (<issue>5</issue>), <fpage>1077</fpage>&#x2013;<lpage>1089</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00438-018-1441-6</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Divergent and overlapping function of five 4-coumarate/coenzyme a ligases from <italic>Populus tomentosa</italic>
</article-title>. <source>Plant Mol. Biol. Rep.</source> <volume>33</volume>, <fpage>841</fpage>&#x2013;<lpage>885</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11105-014-0803-4</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rehman</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Mahmood</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Functional role of DREB and ERF transcription factors: regulating stress-responsive network in plants</article-title>. <source>Acta Physiol. Plant</source> <volume>37</volume>, <fpage>178</fpage>. doi: <pub-id pub-id-type="doi">10.1007/s11738-015-1929-1</pub-id>
</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ryu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Kwon</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Sung</surname> <given-names>S. Y.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>W. J.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>D. S.</given-names>
</name>
<name>
<surname>Ahn</surname> <given-names>J. W.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Molecular cloning, characterization, and expression analysis of lignin biosynthesis genes from kenaf (<italic>Hibiscus cannabinus</italic> l.)</article-title>. <source>Genes Genom.</source> <volume>38</volume> (<issue>1</issue>), <fpage>59</fpage>&#x2013;<lpage>67</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s13258-015-0341-y</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shannon</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Markiel</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ozier</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Baliga</surname> <given-names>N. S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J. T.</given-names>
</name>
<name>
<surname>Ramage</surname> <given-names>D.</given-names>
</name>
<etal/>
</person-group>. (<year>2003</year>). <article-title>Cytoscape: a software environment for integrated models of biomolecular interaction networks</article-title>. <source>Genome Res.</source> <volume>13</volume>, <fpage>2498</fpage>&#x2013;<lpage>2504</lpage>. doi: <pub-id pub-id-type="doi">10.1101/gr.1239303</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Mazarei</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hisano</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Escamilla-Trevino</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pu</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>A genomics approach to deciphering lignin biosynthesis in switchgrass</article-title>. <source>Plant Cell.</source> <volume>25</volume>, <fpage>4342</fpage>&#x2013;<lpage>4361</lpage>. doi: <pub-id pub-id-type="doi">10.1105/tpc.113.118828</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Y. H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Heber</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sederoff</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Chiang</surname> <given-names>V. L.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Towards a systems approach for lignin biosynthesis in populus trichocarpa: transcript abundance and specificity of the monolignol biosynthetic genes</article-title>. <source>Plant Cell Physiol.</source> <volume>51</volume>, <fpage>144</fpage>&#x2013;<lpage>163</lpage>. doi: <pub-id pub-id-type="doi">10.1093/pcp/pcp175</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shiu</surname> <given-names>S. H.</given-names>
</name>
<name>
<surname>Bleecker</surname> <given-names>A. B.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Expansion of the receptor-like kinase/Pelle gene family and receptor-like proteins in <italic>Arabidopsis</italic>
</article-title>. <source>Plant Physiol.</source> <volume>132</volume>, <fpage>530</fpage>&#x2013;<lpage>543</lpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.103.021964</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sibout</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Eudes</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Mouille</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Pollet</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Lapierre</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Jouanin</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2005</year>). <article-title>CINNAMYL ALCOHOL DEHYDROGENASE-c and -d are the primary genes involved in lignin biosynthesis in the floral stem of arabidopsis</article-title>. <source>Plant Cell.</source> <volume>17</volume>, <fpage>2059</fpage>&#x2013;<lpage>2076</lpage>. doi: <pub-id pub-id-type="doi">10.1105/tpc.105.030767</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Simillion</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Vandepoele</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Saeys</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Van de Peer</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Building genomic profiles for uncovering segmental homology in the twilight zone</article-title>. <source>Genome Res.</source> <volume>14</volume>, <fpage>1095</fpage>&#x2013;<lpage>1106</lpage>. doi: <pub-id pub-id-type="doi">10.1101/gr.2179004</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zou</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Analysis of five rice 4-coumarate: coenzyme a ligase enzyme activity and stress response for potential roles in lignin and flavonoid biosynthesis in rice</article-title>. <source>Biochem. Bioph Res. Co.</source> <volume>430</volume> (<issue>3</issue>), <fpage>1151</fpage>&#x2013;<lpage>1156</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.bbrc.2012.12.019</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tak</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Negi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ganapathi</surname> <given-names>T. R.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Overexpression of <italic>MusaMYB31</italic>, a R2R3 type MYB transcription factor gene indicate its role as a negative regulator of lignin biosynthesis in banana</article-title>. <source>PloS One</source> <volume>12</volume>, <fpage>e0172695</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0172695</pub-id>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tamasloukht</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Wong Quai Lam</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Martinez</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Tozo</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Barbier</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Jourda</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Characterization of a cinnamoyl-CoA reductase 1 (CCR1) mutant in maize: effects on lignification, fibre development, and global gene expression</article-title>. <source>J. Exp. Bot.</source> <volume>62</volume>, <fpage>3837</fpage>&#x2013;<lpage>3848</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jxb/err077</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tamura</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Stecher</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Peterson</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Filipski</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>MEGA6: molecular evolutionary genetics analysis version 6.0</article-title>. <source>Mol. Biol. Evol.</source> <volume>30</volume>, <fpage>2725</fpage>&#x2013;<lpage>2729</lpage>. doi: <pub-id pub-id-type="doi">10.1093/molbev/mst197</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Mao</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Correlation analysis of lignin accumulation and expression of key genes involved in lignin biosynthesis of ramie (<italic>Boehmeria nivea</italic>)</article-title>. <source>Genes (Basel).</source> <volume>10</volume>, <fpage>389</fpage>. doi: <pub-id pub-id-type="doi">10.3390/genes10050389</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van Asten</surname> <given-names>P. J. A.</given-names>
</name>
<name>
<surname>Fermont</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Taulya</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Drought is a major yield loss factor for rainfed East African highland banana</article-title>. <source>Agr Water Manage.</source> <volume>98</volume>, <fpage>541</fpage>&#x2013;<lpage>552</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.agwat.2010.10.005</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Den Berg</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Berger</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Hein</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Birch</surname> <given-names>P. R.</given-names>
</name>
<name>
<surname>Wingfield</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Viljoen</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Tolerance in banana to fusarium wilt is associated with early up-regulation of cell wall-strengthening genes in the roots</article-title>. <source>Mol. Plant Pathol.</source> <volume>8</volume>, <fpage>333</fpage>&#x2013;<lpage>341</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1364-3703.2007.00389.x</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vanholme</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Demedts</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Morreel</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Ralph</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Boerjan</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Lignin biosynthesis and structure</article-title>. <source>Plant Physiol.</source> <volume>153</volume>, <fpage>895</fpage>&#x2013;<lpage>905</lpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.110.155119</pub-id>
</citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vanholme</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Morreel</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Darrah</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Oyarce</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Grabber</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Ralph.</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Metabolic engineering of novel lignin in biomass crops</article-title>. <source>New Phytol.</source> <volume>196</volume>, <fpage>978</fpage>&#x2013;<lpage>1000</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1469-8137.2012.04337.x</pub-id>
</citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Activation of salicylic acid metabolism and signal transduction can enhance resistance to fusarium wilt in banana (<italic>Musa acuminata</italic> l. AAA group, cv. <italic>Cavendis</italic>)</article-title>. <source>Funct. Integr. Genomics</source> <volume>15</volume>, <fpage>47</fpage>&#x2013;<lpage>62</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10142-014-0402-3</pub-id>
</citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Genome-wide analysis of basic helix-loop-helix transcription factors to elucidate candidate genes related to fruit ripening and stress in banana (<italic>Musa acuminata</italic> l. AAA group, cv. <italic>Cavendish</italic>)</article-title>. <source>Front. Plant Sci.</source> <volume>27</volume>, <elocation-id>11:650</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2020.00650</pub-id>
</citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Molecular cloning and expression of four phenylalanine ammonia lyase genes from banana interacting with fusarium oxysporum</article-title>. <source>Biol. Plantarum.</source> <volume>60</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10535-016-0619-1</pub-id>
</citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>
<italic>Musa balbisiana</italic> genome reveals subgenome evolution and functional divergence</article-title>. <source>Nat. Plants.</source> <volume>5</volume>, <fpage>810</fpage>&#x2013;<lpage>821</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41477-019-0452-6</pub-id>
</citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yin</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>
<italic>De novo</italic> characterization of the banana root transcriptome and analysis of gene expression under <italic>Fusarium oxysporum</italic> f. sp. <italic>Cubense</italic> tropical race 4 infection</article-title>. <source>BMC Genomics</source> <volume>13</volume>, <fpage>650</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2164-13-650</pub-id>
</citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname> <given-names>X. X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X. Q.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Evolution of 4-coumarate: coenzyme a ligase (4CL) gene and divergence of larix (<italic>Pinaceae</italic>)</article-title>. <source>Mol. Phylogenet. Evo.</source> <volume>31</volume> (<issue>2</issue>), <fpage>542</fpage>&#x2013;<lpage>553</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ympev.2003.08.015</pub-id>
</citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiong</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Su</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Bai</surname> <given-names>Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Mutation of 4-coumarate: coenzyme a ligase 1 gene affects lignin biosynthesis and increases the cell wall digestibility in maize <italic>brown midrib5</italic> mutants</article-title>. <source>Biotechnol. Biofuels.</source> <volume>12</volume>, <fpage>82</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13068-019-1421-z</pub-id>
</citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jia</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Miao</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>A banana aquaporin gene, <italic>MaPIP1.1</italic>, is involved in tolerance to drought and salt stresses</article-title>. <source>BMC Plant Biol.</source> <volume>14</volume>, <fpage>59</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2229-14-59</pub-id>
</citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Reichel</surname> <given-names>K. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>Comparative genome analysis of lignin biosynthesis gene families across the plant kingdom</article-title>. <source>BMC Bioinf.</source> <volume>10</volume> (<supplement>Suppl 11</supplement>), <fpage>S3</fpage>. doi: <pub-id pub-id-type="doi">10.1186/1471-2105-10-S11-S3</pub-id>
</citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Cenci</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Rouard</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>W.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Transcriptomic analysis of resistant and susceptible banana corms in response to infection by <italic>Fusarium oxysporum</italic> f. sp. cubense tropical race 4</article-title>. <source>Sci. Rep.</source> <volume>9</volume>, <fpage>8199</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-019-44637-x</pub-id>
</citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Horvath</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>A general framework for weighted gene co-expression network analysis</article-title>. <source>Stat. Appl. Genet. Mol. Biol.</source> <volume>4</volume>. Article17. doi:&#xa0;<pub-id pub-id-type="doi">10.2202/1544-6115.1128</pub-id>
</citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Qian</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2006</year>). <article-title>GOLD HULL AND INTERNODE2 encodes a primarily multifunctional cinnamyl-alcohol dehydrogenase in rice</article-title>. <source>Plant Physiol.</source> <volume>140</volume>, <fpage>972</fpage>&#x2013;<lpage>983</lpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.105.073007</pub-id>
</citation>
</ref>
<ref id="B88">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Bai</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Identification and evaluation of resistance to <italic>Fusarium oxysporum</italic> f. sp. <italic>cubense</italic> tropical race 4 in <italic>Musa acuminata</italic> pahang</article-title>. <source>Euphytica</source> <volume>214</volume>. Article number: 106. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10681-018-2185-4</pub-id>
</citation>
</ref>
<ref id="B89">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Dixon</surname> <given-names>R. A.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Transcriptional networks for lignin biosynthesis: more complex than we thought</article-title>? <source>Trends Plant Sci.</source> <volume>16</volume>, <fpage>227</fpage>&#x2013;<lpage>233</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tplants.2010.12.005</pub-id>
</citation>
</ref>
<ref id="B90">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Langfelder</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Fuller</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Hovarth</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Weighted gene coexpression network analysis: state of the art</article-title>. <source>J. Biopharm. Stat.</source> <volume>20</volume>, <fpage>281</fpage>&#x2013;<lpage>300</lpage>. doi: <pub-id pub-id-type="doi">10.1080/10543400903572753</pub-id>
</citation>
</ref>
<ref id="B91">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Sheng</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Lv</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Song</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Characterization of three rice CCoAOMT genes</article-title>. <source>Chin. Sci. Bull.</source> <volume>49</volume>, <fpage>1602</fpage>&#x2013;<lpage>1606</lpage>. doi: <pub-id pub-id-type="doi">10.1360/04wc0225</pub-id>
</citation>
</ref>
<ref id="B92">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zuo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Huo</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Germplasm screening of <italic>Musa</italic> spp. for resistance to <italic>Fusarium oxysporum</italic> f. sp. cubense tropical race 4 (Foc TR4)</article-title>. <source>Eur. J. Plant Pathol.</source> <volume>151</volume>, <fpage>723</fpage>&#x2013;<lpage>734</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10658-017-1406-3</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>