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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
</journal-title-group>
<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.2026.1733586</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Brief Research Report</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Development and validation of genome-wide polymorphic InDel marker set for harnessing the CC-genome wild rice species in the genus <italic>Oryza</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Lopez</surname><given-names>Patricia Izabelle M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hechanova</surname><given-names>Sherry Lou</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Li</surname><given-names>Charng-Pei</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Cohrs</surname><given-names>Sam</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
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<contrib contrib-type="author">
<name><surname>Choi</surname><given-names>Il-Ryong</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Cruz</surname><given-names>Pompe C. Sta.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hernandez</surname><given-names>Jose E.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/570067/overview"/>
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<contrib contrib-type="author">
<name><surname>Laude</surname><given-names>Tonette P.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Kim</surname><given-names>Sung-Ryul</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<aff id="aff1"><label>1</label><institution>Rice Breeding Innovation Department, International Rice Research Institute (IRRI)</institution>, <city>Los Ba&#xf1;os</city>,&#xa0;<country country="ph">Philippines</country></aff>
<aff id="aff2"><label>2</label><institution>Institute of Crop Science (ICropS), College of Agriculture and Food Science (CAFS), University of the Philippines Los Ba&#xf1;os (UPLB)</institution>, <city>Los Ba&#xf1;os</city>,&#xa0;<country country="ph">Philippines</country></aff>
<aff id="aff3"><label>3</label><institution>Crop Science Division, Taiwan Agricultural Research Institute (TARI), Ministry of Agriculture</institution>, <city>Taichung</city>,&#xa0;<country country="tw">Taiwan</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Biology, Illinois Wesleyan University</institution>, <city>Bloomington</city>, <state>IL</state>,&#xa0;<country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Sung-Ryul Kim, <email xlink:href="mailto:s.r.kim@cgiar.org">s.r.kim@cgiar.org</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-28">
<day>28</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1733586</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>28</day>
<month>11</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Lopez, Hechanova, Li, Cohrs, Choi, Cruz, Hernandez, Laude and Kim.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Lopez, Hechanova, Li, Cohrs, Choi, Cruz, Hernandez, Laude and Kim</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-28">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Wild rice species serve as a valuable genetic reservoir for rice improvement, and the DNA segments containing useful genes/alleles can be transferred to elite rice varieties through crosses. However, DNA markers, which are essential tools for genetic analysis and molecular breeding, are not yet well-established for harnessing wild rice species. To enable an efficient utilization of the CC-genome wild rice species in the genus <italic>Oryza</italic>, we developed a genome-wide polymorphic InDel marker (&#x2265;20 bp) set comprising 182 markers through positional sequence alignments between <italic>O. officinalis</italic> (CC-genome) and rice cultivars (AA-genome). These markers were evenly distributed across the 12 chromosomes, with ~2Mb marker intervals. For validation of marker polymorphism, all the markers were tested by using PCR-agarose gel analysis with 12 accessions of CC-genome species (four accessions each from <italic>O. eichingeri</italic>, <italic>O. officinalis</italic>, and <italic>O. rhizomatis</italic>), two accessions of BBCC-genome species (<italic>O. minuta</italic>), and two cultivars, Nipponbare (<italic>japonica</italic>) and IR24 (<italic>indica</italic>). Out of 182 markers, 172 markers (94.5%) successfully amplified and exhibited polymorphism between rice and the CC-genome accessions, corresponding to an average marker interval of ~2.17Mb across the rice genome. Moreover, the marker set also showed high polymorphism (84.1-92.9%) when applied to BBCC-genome species. Based on the marker validation data, five markers were selected for species identification within the three CC-genome species. In addition, the polymorphic markers successfully detected wild rice introgressions from the wide hybridization progenies. The newly developed marker set will function as valuable genomic tools for harnessing CC-genome and CC-genome containing germplasm for rice improvement.</p>
</abstract>
<kwd-group>
<kwd>CC genome</kwd>
<kwd>InDel marker</kwd>
<kwd><italic>Oryza</italic></kwd>
<kwd><italic>Oryza eichingeri</italic></kwd>
<kwd><italic>Oryza officinalis</italic></kwd>
<kwd><italic>Oryza rhizomatis</italic></kwd>
<kwd>wild rice species</kwd>
<kwd>wild relative</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was funded by the cooperative research program between IRRI and the Ministry of Agriculture (MOA), Taiwan, and by the Temperate Rice Research Consortium (TRRC) program supported by the Rural Development Administration (RDA) of South Korea.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="23"/>
<page-count count="8"/>
<word-count count="3910"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Plant Breeding</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Rice, one of the world&#x2019;s staple food crops, is also one of the most economically and nutritionally important crops globally (<xref ref-type="bibr" rid="B10">Khush, 2005</xref>; <xref ref-type="bibr" rid="B1">Asma et&#xa0;al., 2023</xref>). Rice productivity is highly sensitive to both biotic and abiotic stresses, and if not mitigated, both yield and grain quality will significantly decline, and many farmers and consumers, especially in developing countries, will be affected. As a result, breeding institutions have prioritized developing high-yielding and stress-tolerant rice varieties. However, these efforts face the ongoing challenge of a narrowing genetic diversity of cultivated rice varieties due to domestication bottlenecks and selection (<xref ref-type="bibr" rid="B23">Zhu et&#xa0;al., 2007</xref>).</p>
<p>In contrast, wild rice species belonging to the genus <italic>Oryza</italic> are a valuable reservoir of key traits for sustainable varietal development (<xref ref-type="bibr" rid="B2">Brar and Khush, 1997</xref>). These species evolved naturally over millions of years in a broad range of normal to adverse environments without human intervention. Consequently, wild rice species possess genes/alleles that are associated with resistance to biotic stresses such as pests and diseases (<xref ref-type="bibr" rid="B17">Simon et&#xa0;al., 2023</xref>), as well as tolerance to abiotic stresses such as drought, submergence, flooding, salinity, and extreme temperatures (<xref ref-type="bibr" rid="B21">Zhang and Xie, 2014</xref>). Moreover, wild rice species also carry valuable agronomic traits which are not available from rice (<italic>O. sativa</italic>), such as extra-long-exserted stigmas for hybrid seed production (<xref ref-type="bibr" rid="B15">Prahalada et&#xa0;al., 2021</xref>), perennial growth habits of rice varieties for sustainable cropping systems (<xref ref-type="bibr" rid="B22">Zhang et&#xa0;al., 2023</xref>), and early morning flowering trait for heat avoidance during pollination (<xref ref-type="bibr" rid="B19">Uga et&#xa0;al., 2003</xref>).</p>
<p>There are 23 species comprising the genus <italic>Oryza.</italic> These species are grouped into 11 genome types (AA, BB, CC, EE, FF, GG, BBCC, CCDD, HHJJ, HHKK, and KKLL), including both diploids and allotetraploids (<xref ref-type="bibr" rid="B20">Vaughan et&#xa0;al., 2003</xref>). Among these, CC-genome species consisting of three species (<italic>O. officinalis</italic>, <italic>O. rhizomatis</italic>, and <italic>O. eichingeri</italic>) have been reported to have diverse valuable traits, including resistance to major insect pests like brown planthopper (BPH) (<xref ref-type="bibr" rid="B9">Jena and Khush, 1990</xref>). The <italic>BPH14</italic> gene, which confers resistance to BPH, was identified from <italic>O. officinalis</italic> and introgressed into cultivated rice (<xref ref-type="bibr" rid="B5">Du et&#xa0;al., 2009</xref>). In addition, a blast resistance gene, <italic>Pi54</italic>, was found in <italic>O. rhizomatis</italic> (<xref ref-type="bibr" rid="B4">Das et&#xa0;al., 2012</xref>). For agronomic traits, <italic>O. officinalis</italic> has also been associated with early morning spikelet opening, which is important in heat stress avoidance (<xref ref-type="bibr" rid="B8">Ishimaru et&#xa0;al., 2010</xref>). These traits highlight the potential of CC-genome species in improving resistance to biotic and abiotic stresses, as well as improving yield and grain quality in modern rice varieties.</p>
<p>Despite these advantages, integrating CC-genome traits into cultivated rice is a challenge due to reproductive barriers and a lack of genome-specific molecular tools tailored to these wild genomes (<xref ref-type="bibr" rid="B2">Brar and Khush, 1997</xref>). Molecular markers are useful tools in genetic analysis as well as modern plant breeding. They can facilitate trait mapping, gene discovery, genetic diversity analysis, and marker-assisted selection. In rice, simple sequence repeats (SSRs) and sequence-targeted sites (STSs) are the most widely used types of markers (<xref ref-type="bibr" rid="B14">McCouch et&#xa0;al., 2002</xref>). However, these markers are designed by using the sequences of rice (<italic>O. sativa</italic>: AA-genome), and when applied to wild rice species outside the AA-genome, they frequently fail to amplify clear bands, probably due to the large sequence difference at the primer annealing sites or show low levels of polymorphism. Consequently, using these markers to study or utilize wild rice species like those with the CC-genome is often inefficient and resource-intensive. In addition, the diagnostic marker sets which can discriminate species in the genus <italic>Oryza</italic> or species within the same genome types are not well established.</p>
<p>To address this challenges, genome-specific polymorphic markers through direct sequence comparisons between rice (<italic>O. sativa</italic>) and wild rice species should be developed. While previous studies successfully developed markers for AA-genome and BB-genome wild rice species (<xref ref-type="bibr" rid="B6">Hechanova et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B13">Malabanan-Bauan et&#xa0;al., 2023</xref>), the CC genome remains underrepresented in marker development efforts. This lack of a comprehensive and validated marker set slows down genetic exploration and breeding efforts involving CC-genome germplasm.</p>
<p>This study aimed to develop and validate a set of genome-wide insertion-deletion (InDels) markers showing polymorphism between cultivated rice and the CC-genome wild rice species. In total, 182 markers were designed through multiple sequence alignment between <italic>O. officinalis</italic> and five rice cultivars (<italic>O. sativa</italic>), while considering genome-wide distributions with ~2Mb marker intervals across all 12 rice chromosomes. Moreover, all the markers were evaluated by PCR-gel analysis with 14 accessions of CC-/BBCC-genome species and two rice cultivars (one <italic>japonica</italic> cultivar, Nipponbare and one <italic>indica</italic> cultivar, IR24). The newly developed marker set is intended to serve as a valuable resource to facilitate development of introgression populations, gene mapping, genetic analysis, and the introgression of key traits from the CC-genome into cultivated rice.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Sequence preparation and sequence comparisons</title>
<p>The genome sequence data for the CC-genome species, the chromosome-level assembly sequence of <italic>O. officinalis</italic> (<xref ref-type="bibr" rid="B16">Shenton et&#xa0;al., 2020</xref>), was obtained from the DNA Databank of Japan (DDBJ: <ext-link ext-link-type="uri" xlink:href="https://www.ddbj.nig.ac.jp/index-e.html">https://www.ddbj.nig.ac.jp/index-e.html</ext-link>). The genome sequences of four rice cultivars (IR8, IR64, Minghui 63, and Zhenshan 97) were downloaded from the NCBI nucleotide database. Inclusion of several cultivar sequences in the multiple sequence alignments was intended to select common InDel regions among cultivars rather than variety specific InDels. So that the potential polymorphic markers can show high polymorphism with many other rice cultivars. Approximately 20-kb bait sequences of Nipponbare were prepared from the RAP-DB (<ext-link ext-link-type="uri" xlink:href="https://rapdb.dna.affrc.go.jp">https://rapdb.dna.affrc.go.jp</ext-link>). To avoid long repeat regions such as transposable elements in bait sequence, the bait sequences were manually selected by using display option of &#x2018;Repeat region&#x2019; under JBrowse, RAP-DB. The next bait sequences were manually moved with ~2Mb intervals along each chromosome, ensuring coverage across the genome. Orthologous regions were isolated from the bait sequence using the BLAST tool under NCBI Genome Workbench Software (Default parameters with Word Sizes: 70-120). Subsequently, multiple sequence alignment was performed using the web-based tool mVISTA (<ext-link ext-link-type="uri" xlink:href="http://genome.lbl.gov/vista/">http://genome.lbl.gov/vista/</ext-link>), and polymorphic regions observed in the aligned sequences were highlighted and exported into a text file format using the BioEdit software (<xref ref-type="bibr" rid="B18">Hall, 1999</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Primer design</title>
<p>The multiple sequence alignment exported from the BioEdit software was opened using Microsoft Word. InDel regions containing gaps greater than 20 base pairs were manually screened among <italic>O. officinalis</italic> and the cultivars for clear separation in ~2% agarose gel. Forward and reverse primers were manually designed on the conserved regions flanking the polymorphic InDel sites to ensure proper primer annealing across all the species analyzed. Primer design followed a specific criterion: (1) GC content of approximately 50%; (2) annealing temperature around ~55&#xb0;C; and (3) expected product sizes ranged from 100 to 500 bp. These parameters were laid out to standardize PCR conditions across all markers. Primer sequences were checked for redundancy using BLAST in RAP-DB, and only primers with unique hits were selected.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Plant materials</title>
<p>To validate the newly developed marker sets, PCR followed by agarose gel analyses was conducted using genomic DNA from wild and cultivated rice accessions. This panel included four accessions each of the CC-genome species, <italic>O. eichingeri, O. officinalis, O. rhizomatis</italic>, two accessions of BBCC-genome species <italic>O. minuta</italic>, and two Asian cultivated varieties: <italic>O. sativa</italic> spp. <italic>indica</italic> cv. IR24 and <italic>O. sativa</italic> spp. <italic>japonica</italic> cv, Nipponbare). All plant materials for the marker validation are listed in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>. Seeds of the wild rice species were obtained from the IRRI Genebank (<ext-link ext-link-type="uri" xlink:href="https://gringlobal.irri.org/gringlobal/search">https://gringlobal.irri.org/gringlobal/search</ext-link>), and wide-hybridization materials with CC-genome containing species were previously developed and maintained by the GIV laboratory at the IRRI. All the plant materials were grown in the glasshouse for wild rice species at the IRRI headquarters, Philippines.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary of validation of the genome-wide 182 InDel markers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Sample code</th>
<th valign="middle" align="center">Species</th>
<th valign="middle" align="center">Genome</th>
<th valign="middle" align="center">Variety/Accession no.</th>
<th valign="middle" align="center">Origin</th>
<th valign="middle" align="center">No. of polymorphic markers (vs Nipponbare)</th>
<th valign="middle" align="center">No. of polymorphic markers (vs IR24)</th>
<th valign="middle" align="center">No. of no amplification marker</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Nipponbare</td>
<td valign="middle" align="center"><italic>O. sativa</italic></td>
<td valign="middle" align="center">AA</td>
<td valign="middle" align="center">cv. Nipponbare</td>
<td valign="middle" align="center">Japan</td>
<td valign="middle" align="center">-</td>
<td valign="middle" align="center">-</td>
<td valign="middle" align="center">-</td>
</tr>
<tr>
<td valign="middle" align="center">IR24</td>
<td valign="middle" align="center"><italic>O. sativa</italic></td>
<td valign="middle" align="center">AA</td>
<td valign="middle" align="center">cv. IR24</td>
<td valign="middle" align="center">Philippines</td>
<td valign="middle" align="center">-</td>
<td valign="middle" align="center">-</td>
<td valign="middle" align="center">-</td>
</tr>
<tr>
<td valign="middle" align="center">Eichi_C01</td>
<td valign="middle" align="center"><italic>O. eichingeri</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 101424</td>
<td valign="middle" align="center">Uganda</td>
<td valign="middle" align="center">165</td>
<td valign="middle" align="center">165</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">Eichi_C02</td>
<td valign="middle" align="center"><italic>O. eichingeri</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 99567</td>
<td valign="middle" align="center">Tanzania</td>
<td valign="middle" align="center">164</td>
<td valign="middle" align="center">162</td>
<td valign="middle" align="center">3</td>
</tr>
<tr>
<td valign="middle" align="center">Eichi_C03</td>
<td valign="middle" align="center"><italic>O. eichingeri</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 101424</td>
<td valign="middle" align="center">Uganda</td>
<td valign="middle" align="center">165</td>
<td valign="middle" align="center">165</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">Eichi_C04</td>
<td valign="middle" align="center"><italic>O. eichingeri</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 105412</td>
<td valign="middle" align="center">Sri Lanka</td>
<td valign="middle" align="center">164</td>
<td valign="middle" align="center">162</td>
<td valign="middle" align="center">3</td>
</tr>
<tr>
<td valign="middle" align="center">Offi_C05</td>
<td valign="middle" align="center"><italic>O. officinalis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 100896</td>
<td valign="middle" align="center">Thailand</td>
<td valign="middle" align="center">169</td>
<td valign="middle" align="center">168</td>
<td valign="middle" align="center">7</td>
</tr>
<tr>
<td valign="middle" align="center">Offi_C06</td>
<td valign="middle" align="center"><italic>O. officinalis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 80777</td>
<td valign="middle" align="center">Philippines</td>
<td valign="middle" align="center">172</td>
<td valign="middle" align="center">170</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="center">Offi_C07</td>
<td valign="middle" align="center"><italic>O. officinalis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 104671</td>
<td valign="middle" align="center">Malaysia</td>
<td valign="middle" align="center">172</td>
<td valign="middle" align="center">171</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="center">Offi_C08</td>
<td valign="middle" align="center"><italic>O. officinalis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 105966</td>
<td valign="middle" align="center">Indonesia</td>
<td valign="middle" align="center">172</td>
<td valign="middle" align="center">171</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="center">Rhizo_C09</td>
<td valign="middle" align="center"><italic>O. rhizomatis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 105432</td>
<td valign="middle" align="center">Sri Lanka</td>
<td valign="middle" align="center">166</td>
<td valign="middle" align="center">165</td>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" align="center">Rhizo_C10</td>
<td valign="middle" align="center"><italic>O. rhizomatis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 103410</td>
<td valign="middle" align="center">Sri Lanka</td>
<td valign="middle" align="center">165</td>
<td valign="middle" align="center">164</td>
<td valign="middle" align="center">18</td>
</tr>
<tr>
<td valign="middle" align="center">Rhizo_C11</td>
<td valign="middle" align="center"><italic>O. rhizomatis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 103421</td>
<td valign="middle" align="center">Sri Lanka</td>
<td valign="middle" align="center">164</td>
<td valign="middle" align="center">162</td>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" align="center">Rhizo_C12</td>
<td valign="middle" align="center"><italic>O. rhizomatis</italic></td>
<td valign="middle" align="center">CC</td>
<td valign="middle" align="center">IRGC 105949</td>
<td valign="middle" align="center">Sri Lanka</td>
<td valign="middle" align="center">172</td>
<td valign="middle" align="center">170</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="center">Minu_C13</td>
<td valign="middle" align="center"><italic>O. minuta</italic></td>
<td valign="middle" align="center">BBCC</td>
<td valign="middle" align="center">IRGC 101141</td>
<td valign="middle" align="center">Philippines</td>
<td valign="middle" align="center">169</td>
<td valign="middle" align="center">167</td>
<td valign="middle" align="center">4</td>
</tr>
<tr>
<td valign="middle" align="center">Minu_C14</td>
<td valign="middle" align="center"><italic>O. minuta</italic></td>
<td valign="middle" align="center">BBCC</td>
<td valign="middle" align="center">IRGC 93257</td>
<td valign="middle" align="center">Philippines</td>
<td valign="middle" align="center">155</td>
<td valign="middle" align="center">153</td>
<td valign="middle" align="center">13</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Leaf sampling and DNA extraction</title>
<p>Leaves approximately 2&#x2013;4 cm were collected from the plant materials. Each leaf was directly placed in a 2-mL microcentrifuge tube containing two stainless steel balls inside. DNA extraction was carried out using a modified simple protocol based on <xref ref-type="bibr" rid="B11">Kim et&#xa0;al. (2016)</xref>. A volume of 400 &#x3bc;L of TPE buffer (100 mM Tris-HCl, pH 9.5, 1 M KCl, 10 mM EDTA, pH 8.0) was added to each tube. Samples were then homogenized using a 2010 Geno/Grinder<sup>&#xae;</sup> at 1000 RPM for 7 min. Following homogenization, the samples were incubated in a hot water bath at 65&#xb0;C for 60 min. After incubation, tubes were centrifuged at 13000 &#xd7; g for 15 min. The supernatant, containing the extracted genomic DNA of the samples, was transferred to 1.5-mL microcentrifuge tubes and stored at 4&#xb0;C. For PCR analysis, each DNA sample was diluted by transferring 30 &#x3bc;L of crude DNA extracts into a 96-well plate containing 120 &#x3bc;L of double-distilled water and used as template DNA.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>PCR and gel analysis</title>
<p>For PCR analysis, a 15 &#x3bc;L PCR mixture was prepared containing the following components: 10x PCR buffer, 200 &#x3bc;M of deoxyribonucleotide triphosphate (dNTP), 0.50 &#x3bc;M each of the forward and reverse primers, 1 unit of <italic>Taq</italic> DNA polymerase (BioFact, <ext-link ext-link-type="uri" xlink:href="https://www.bio-ft.com/eng/index.html">https://www.bio-ft.com/eng/index.html</ext-link>), 2 &#x3bc;L of the DNA and double distilled water to reach the final volume. Approximately 8 &#x3bc;L mineral oil was added to the reaction to avoid evaporation during thermal cycling. PCR was performed using thermal cyclers (Applied Biosystems VeritiTM 96- or 384-Well Fast Thermal Cycler, <ext-link ext-link-type="uri" xlink:href="http://www.thermofisher.com">http://www.thermofisher.com</ext-link>) with reactions placed in either 96- or 384-well plates. The thermal cycling profile used for marker validation was as follows: an initial denaturation at 94&#xb0;C for 2.5 min; 35 cycles of 95&#xb0;C for 25 s, 55&#xb0;C for 25 s, 72&#xb0;C for 50 s; followed by a final extension at 72&#xb0;C for 5 min. PCR products were separated on ~2% agarose gels.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Graphical mapping of markers in the rice genome</title>
<p>The physical positions of the developed markers were visualized on the 12 rice chromosomes using the web-based tool PhenoGram (<ext-link ext-link-type="uri" xlink:href="http://visualization.ritchielab.psu.edu">http://visualization.ritchielab.psu.edu</ext-link>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Development of a genome-wide InDel marker set for the CC-genome <italic>Oryza</italic> species</title>
<p>We used a previously established strategy of multiple sequence alignment and primer design (<xref ref-type="bibr" rid="B6">Hechanova et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B13">Malabanan-Bauan et&#xa0;al., 2023</xref>) to develop evenly distributed genome-wide InDel markers that can distinguish alleles between cultivated rice (<italic>O. sativa</italic>) and CC-genome wild rice species. Specifically, bait sequences were obtained from the rice reference genome available at RAP-DB and used to retrieve orthologous genomic regions from the publicly available CC-genome species (<italic>O. officinalis</italic>) and cultivated rice varieties (AA-genome).</p>
<p>In certain instances, orthologous regions were not detected. This indicates possible absence or high divergence of those regions in wild rice species or some cultivars. Only orthologous sequences shared between <italic>O. officinalis</italic> and the two cultivars were retained for multiple sequence alignment. Alignments were generated using the mVISTA web-based tool, and sequence variations such as SNPs and InDels were identified using BioEdit. For clear separation in agarose gel, InDel regions showing at least a 20-bp gap between <italic>O. officinalis</italic> and the cultivars were selected for marker development.</p>
<p>Marker development was initiated from the tip of the short arm of each chromosome and was subsequently moved down in ~2Mb intervals to the next markers for uniform genomic coverage. A total of 182 markers were designed and distributed across the 12 rice chromosomes. Expected PCR amplicon sizes for each marker were calculated based on the alignment results for the two rice cultivars and <italic>O. officinalis</italic> (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>).</p>
<p>Each marker was named using the format CxxPxxxxx, where &#x201c;Cxx&#x201d; denotes the genome type and chromosome number, and &#x201c;Pxxxxx&#x201d; represents the physical location (in kilobases) on the chromosome of the rice reference genome, Nipponbare (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1A</bold></xref>). This naming convention facilitates easy identification of both chromosomal and physical locations of each marker.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Nomenclature and physical locations of the CC-genome markers across the 12 chromosomes. <bold>(A)</bold> Marker nomenclature. <bold>(B)</bold> Distributions of the 172 polymorphic markers validated in this study. <bold>(C)</bold> Distributions of the 172 polymorphic markers (blue bars) together with the previously reported 87 polymorphic markers (<xref ref-type="bibr" rid="B7">Hechanova et&#xa0;al., 2018</xref>) (red bars).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1733586-g001.tif">
<alt-text content-type="machine-generated">Diagram with three panels labeled A, B, and C. Panel A describes marker nomenclature, showing components like CC genome, chromosome number, and physical location in kilobases. Panel B displays twelve chromosomes with blue banding patterns against a vertical scale in megabases from zero to forty-five. Panel C also shows twelve chromosomes, including similar banding patterns with additional red bands.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Marker validation with CC-genome <italic>Oryza</italic> species</title>
<p>To validate the developed markers, all 182 markers underwent PCR amplification followed by agarose gel analysis using genomic DNA from a <italic>japonica</italic> cultivar (Nipponbare)<italic>, indica</italic> cultivar (IR24), four accessions each of CC-genome wild rice species <italic>O. eichingeri, O. officinalis, O. rhizomatis</italic>, and two accessions of BBCC-genome wild rice species <italic>O. minuta.</italic> Out of the 182 markers, 172 markers (94.5%) successfully amplified and showed polymorphism between rice and one accession of CC-genome germplasm, with an estimated average marker interval of ~2.17Mb across the rice reference genome (IRGSP-1.0), while 10 markers showed no/weak amplification or produced unexpected multiple bands. All the gel images of the 182 markers and marker information are shown in the <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S1</bold></xref> and <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>, respectively.</p>
<p>Among the 12 accessions under CC-genome, three <italic>O. officinalis</italic> accessions (Offi_C06, Offi_C07, Offi_C08) and one <italic>O. rhizomatis</italic> accession exhibited the highest number of polymorphic markers (172) when compared against Nipponbare (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). Similarly, two <italic>O. officinalis</italic> accessions (Offi_C07, Offi_C08) displayed the highest number of polymorphic markers (171) against IR24. In contrast, lowest number of polymorphic markers for CC-genome were observed in two <italic>O. eichingeri</italic> accessions (Eichi_C02, Eichi_C04) and one <italic>O. rhizomatis</italic> accession (Rhizo_C11) with 164 and 162 polymoprhic markers when compared to Nipponbare and IR24, respectively. The CC-genome markers were also tested with two accessions of the BBCC-genome species, <italic>O. minuta</italic>. The results showed high polymorphisms (153 to 159 polymorphic markers) between cultivars and <italic>O. minuta</italic> (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). The 172 markers exhibiting polymorphisms were evenly distributed across all 12 chromosomes (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1B</bold></xref>). In addition, 87 previously reported polymorphic markers developed and validated by <xref ref-type="bibr" rid="B7">Hechanova et&#xa0;al. (2018)</xref> were mapped alongside the newly designed polymorphic markers (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1C</bold></xref>), providing a comprehensive marker resource with an estimated average marker interval of ~1.44Mb for genetic studies in CC- and BBCC-genome wild rice species.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Selection of the species-specific markers within the CC-genome species</title>
<p>By using the marker validation data, we isolated the species-specific markers that can discriminate the three CC-genome species. Two markers (C04P15867 and C07P15240) showed specific band patterns for <italic>O. eichingeri</italic> accessions, and three markers (C10P16655, C07P27830, and C08P02385) were specific for <italic>O. officinalis</italic> accessions (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). However, we were not able to find <italic>O. rhizomatis</italic> specific markers. These five markers would be useful to determine the species within the CC-genome species.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Species-specific markers that can discriminate the three CC-genome species (<italic>O. eichingeri</italic>, <italic>O. officinalis</italic>, and <italic>O. rhizomatis</italic>). <bold>(A)</bold><italic>O. eichingeri</italic> specific markers (C04P15867, C07P15240). <bold>(B)</bold><italic>O. officinalis</italic> specific markers (C10P16655, C07P27830, C08P02385).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1733586-g002.tif">
<alt-text content-type="machine-generated">Gel electrophoresis image showing DNA bands for samples labeled DNA ladder, Nipponbare, IR24, Eichi_C01 to Eichi_C04, Offi_C05 to Offi_C08, Rhizo_C09 to Rhizo_C12, and Minu_C13 to Minu_C14. Two panels, A and B, display bands corresponding to identifiers C04P15867, C07P15240, C10P16655, C07P27830, and C08P02385. Band intensity and position vary across samples, indicating different DNA fragment sizes.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Application of the newly developed CC-genome markers in the hybrids with the CC-genome-containing wild species</title>
<p>We tested the newly developed CC-genome markers with the CC-genome-containing introgression lines in rice. Six markers showing polymorphism between rice and CC-genome species were randomly selected and applied for the detection of <italic>O. rhizomatis</italic> introgressions from 14 individual BC<sub>1</sub>F<sub>1</sub> plants derived from the elite rice breeding line (IR31917-45-3-2) x <italic>O. rhizomatis</italic> cross. As expected, all six markers could detect introgressions of different chromosomes (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). In addition, the same six markers were used to check true F<sub>1</sub> hybridity from the cross between IR64 and <italic>O. latifolia</italic> (CCDD-genome) which contains CC genomes. Interestingly, all six markers also showed polymorphism between IR64 and CCDD-genome species (<italic>O. latifolia</italic>) and the F<sub>1</sub> plants possessed both parental bands (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>), suggesting all three F<sub>1</sub> plants were true hybrids. These results suggested that the newly developed CC-genome markers might be useful to harness the CC-genome species and also the CC-genome containing species such as BBCC and CCDD-genome species.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Applications of the newly developed CC-genome markers. <bold>(A)</bold> Detection of introgression of <italic>O. rhizomatis</italic> from the BC<sub>1</sub>F<sub>1</sub> plants derived from the cross between the elite breeding line (IR31917-45-3-2) and <italic>O. rhizomatis</italic> (IRGC 105432). Asterisks mean <italic>O. rhizomatis</italic> introgression. <bold>(B)</bold> Hybridity tests from the F<sub>1</sub>s between IR64 and <italic>O. latifolia</italic> (CCDD-genome type, IRGC 101405).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1733586-g003.tif">
<alt-text content-type="machine-generated">Gel electrophoresis image showing DNA fragments from rice samples. Lanes are marked with plant identifiers such as P01 to P14, O. rhizomatis, IR64, and O. latifolia. Some lanes are highlighted with asterisks. Different panels labeled A and B compare samples of specific rice cross breeds, displaying variations in band patterns across columns labeled C01P03350 to C11P11371. A DNA ladder on the left provides size references.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Wild rice species exhibit extensive genetic diversity, having evolved and adapted to a broad range of environmental conditions. These wild relatives of rice serve as a valuable reservoir of genes related to resistance to various biotic and abiotic stresses, as well as traits related to yield improvement (<xref ref-type="bibr" rid="B2">Brar and Khush, 1997</xref>; <xref ref-type="bibr" rid="B12">Kumar et&#xa0;al., 2024</xref>). To effectively develop mapping populations, map the genes, dissect traits, and introgress useful genes/alleles to cultivated backgrounds, utilizing genome-specific molecular markers would be advantageous. For rice, the commonly used molecular markers are STS and SSR markers, which are developed based on the sequences of <italic>O. sativa</italic>. Although these markers are effective for discriminating allele variations for rice cultivars, application to more genetically distant wild rice relatives often requires time-consuming screening with several hundred markers, and PCR amplification used to show weak bands or absence in wild rice species, especially those outside AA-genome species, resulted in obtaining poor polymorphisms. Furthermore, it frequently showed uneven marker distributions across the genome.</p>
<p>To address this limitation, a genome-wide InDel marker set showing high polymorphism, specifically to CC-genome wild rice species was developed. Using a multiple sequence alignment and primer design strategy previously applied to the AA-genome (<xref ref-type="bibr" rid="B6">Hechanova et&#xa0;al., 2021</xref>) and BB-genome (<xref ref-type="bibr" rid="B13">Malabanan-Bauan et&#xa0;al., 2023</xref>), a total of 182 markers were initially designed. Among these, 172 (94.5%) successfully showed polymorphism across a panel of CC-genome accessions. High levels of polymorphism were obtained between rice cultivars and CC-genome containing species because all the markers were designed based on the direct sequence comparisons between rice and CC-genome species (<italic>O. officinalis</italic>), not like just extractions of simple sequence repeat (SSR) regions. Notably, three <italic>O. officinalis</italic> accessions and one <italic>O. rhizomatis</italic> accession exhibited the highest polymorphism rates, with up to 172 markers differentiating them from <italic>O. sativa</italic>. The high amplification and polymorphism rates across the panel emphasize the utility of these markers for genetic analysis of CC-genome species.</p>
<p>In addition, the developed markers were also effective in the two accessions of the BBCC-genome species <italic>O. minuta</italic>, with polymorphism levels ranging from 153 to 169 markers (84.1-92.9%). High frequency of polymorphic markers might be achieved by presence of the CC genome in the <italic>O. minuta</italic> but the sequence divergence during the independent evolution of CC and BBCC genome species might cause slightly reduced polymorphism compared to CC-genome species. This result aligns with the previous findings showing reduced amplification and polymorphism when markers designed for one genome type are applied to more distant relatives (<xref ref-type="bibr" rid="B3">Chin et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B13">Malabanan-Bauan et&#xa0;al., 2023</xref>). Thus, the development of the genome-type-specific marker set would provide high polymorphism.</p>
<p>All polymorphic markers were evenly distributed across the 12 chromosomes, providing genome-wide coverage and facilitating their use in applications such as the development of mapping populations, QTL mapping, and diversity studies. All markers were designed to yield clear banding patterns on standard agarose gels (~2.0% agarose), which offers a cost-effective and user-friendly alternative to more technically complex techniques such as PAGE or DNA fragment analysis. In addition to the newly developed 172 polymorphic markers, we mapped 87 previously reported markers (<xref ref-type="bibr" rid="B7">Hechanova et&#xa0;al., 2018</xref>) across the 12 rice chromosomes. These 259 potential polymorphic markers will provide higher marker density (~1.44Mb marker intervals) and also high chances of polymorphism with diverse CC-genome containing accessions and rice varieties for genetic analysis and utilization of CC-genome-containing germplasm.</p>
<p>The Linnaean classification system is highly dependent on morphological characteristics, and sometimes it causes conflict among taxonomists. Three CC-genome species are phenotypically similar to each other (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S2</bold></xref>). Through marker validations with 182 markers, we identified two (C04P15867 and C07P15240) and three markers (C10P16655, C07P27830, and C08P02385) that showed specific band patterns for <italic>O. eichingeri</italic> accessions and <italic>O. officinalis</italic> accessions, respectively. These five markers can be potentially used for species identification within CC-genome species.</p>
<p>Overall, the development of the CC-genome-specific InDel markers offers a valuable resource for genetic studies and breeding efforts involving wild rice species. The high amplification efficiency, even distribution across the genome, and robust polymorphism make them useful for identifying important genes/alleles from the CC-genome species. Furthermore, utilization in CC-genome containing species (BBCC- and CCDD-genome species) highlights the versatility of the markers. These markers can significantly reduce the time, cost, and labor involved in marker screening and can aid in the efficient use of the genetic diversity from wild rice species.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>.</p></sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>PL: Writing &#x2013; review &amp; editing, Methodology, Writing &#x2013; original draft, Validation. SH: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. CL: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Funding acquisition. SC: Writing &#x2013; review &amp; editing, Methodology, Writing &#x2013; original draft. IC: Writing &#x2013; original draft, Funding acquisition, Writing &#x2013; review &amp; editing. PS: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JH: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. TL: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. SK: Resources, Conceptualization, Writing &#x2013; review &amp; editing, Funding acquisition, Writing &#x2013; original draft.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank Ms. Grace Clave and Ms. Marianne Ilagan for assisting in leaf sampling and DNA extraction, and to Mr. Allan Trinidad and Mr. Aldrich Llanera for wide-hybridization, growing and maintaining plant materials in glasshouses.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author SK declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p></sec>
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<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
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<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.2026.1733586/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2026.1733586/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM2" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet2.pdf" id="SM3" mimetype="application/pdf"/></sec>
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<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/488859">Weihua Qiao</ext-link>, Chinese Academy of Agricultural Sciences, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1710130">Pingbo Li</ext-link>, Shandong Academy of Agricultural Sciences, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2766750">Santosh Kumar</ext-link>, Indian Agricultural Research Institute, India</p></fn>
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