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<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.2023.1091432</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>Morpho-biochemical characterization of a RIL population for seed parameters and identification of candidate genes regulating seed size trait in lentil (<italic>Lens culinaris</italic> Medik.)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Dutta</surname>
<given-names>Haragopal</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1835718"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>K. M.</surname>
<given-names>Shivaprasad</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Aski</surname>
<given-names>Muraleedhar S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1000160"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mishra</surname>
<given-names>Gyan P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/310929"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sinha</surname>
<given-names>Subodh Kumar</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/473006"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vijay</surname>
<given-names>Dunna</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1821711"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>C. T.</surname>
<given-names>Manjunath Prasad</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1848364"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Das</surname>
<given-names>Shouvik</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/860894"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pawar</surname>
<given-names>Prashant Anupama-Mohan</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/879173"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mishra</surname>
<given-names>Dwijesh C.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/327961"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Singh</surname>
<given-names>Amit Kumar</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/559370"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kumar</surname>
<given-names>Atul</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1015129"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tripathi</surname>
<given-names>Kuldeep</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/918589"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kumar</surname>
<given-names>Ranjeet Ranjan</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/283405"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gupta</surname>
<given-names>Sanjeev</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/186008"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kumar</surname>
<given-names>Shiv</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/184730"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Dikshit</surname>
<given-names>Harsh Kumar</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/400499"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Division of Genetics, Indian Agricultural Research Institute</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Indian Council of Agricultural Research (ICAR)-National Institute for Plant Biotechnology</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Division of Seed Science and Technology, Indian Agricultural Research Institute</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Laboratory of Plant Cell Wall Biology, Regional Centre for Biotechnology</institution>, <addr-line>Faridabad</addr-line>, <country>India</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Agricultural Bioinformatics, Indian Agricultural Statistics Research Institute</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Division of Genomic Resources, National Bureau of Plant Genetic Resources</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Germplasm Evaluation Division, National Bureau of Plant Genetic Resources</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Division of Biochemistry, Indian Agricultural Research Institute</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Krishi Bhawan, Indian Council of Agricultural Research</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>South Asia and China Program, International Center for Agricultural Research in the Dry Areas, National Agriculture Science Complex (NASC) Complex</institution>, <addr-line>New Delhi</addr-line>, <country>India</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Kyuya Harada, Osaka University, Japan</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Xin Li, Nanjing Agricultural University, China; Mahendar Thudi, Dr. Rajendra Prasad Central Agricultural University, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Gyan P. Mishra, <email xlink:href="mailto:gyan.gene@gmail.com">gyan.gene@gmail.com</email>; Harsh Kumar Dikshit, <email xlink:href="mailto:harshgeneticsiari@gmail.com">harshgeneticsiari@gmail.com</email>; Shiv Kumar, <email xlink:href="mailto:SK.Agrawal@cgiar.org">SK.Agrawal@cgiar.org</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Functional and Applied Plant Genomics, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1091432</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Dutta, K. M., Aski, Mishra, Sinha, Vijay, C. T., Das, Pawar, Mishra, Singh, Kumar, Tripathi, Kumar, Gupta, Kumar and Dikshit</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Dutta, K. M., Aski, Mishra, Sinha, Vijay, C. T., Das, Pawar, Mishra, Singh, Kumar, Tripathi, Kumar, Gupta, Kumar and Dikshit</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The seed size and shape in lentil (<italic>Lens culinaris</italic> Medik.) are important quality traits as these influences the milled grain yield, cooking time, and market class of the grains. Linkage analysis was done for seed size in a RIL (F<sub>5:6</sub>) population derived by crossing L830 (20.9 g/1000 seeds) with L4602 (42.13 g/1000 seeds) which consisted of 188 lines (15.0 to 40.5 g/1000 seeds). Parental polymorphism survey using 394 SSRs identified 31 polymorphic primers, which were used for the bulked segregant analysis (BSA). Marker PBALC449 differentiated the parents and small seed size bulk only, whereas large seeded bulk or the individual plants constituting the large-seeded bulk could not be differentiated. Single plant analysis identified only six recombinant and 13 heterozygotes, of 93 small-seeded RILs (&lt;24.0 g/1000 seed). This clearly showed that the small seed size trait is very strongly regulated by the locus near PBLAC449; whereas, large seed size trait seems governed by more than one locus. The PCR amplified products from the PBLAC449 marker (149bp from L4602 and 131bp from L830) were cloned, sequenced and BLAST searched using the lentil reference genome and was found amplified from chromosome 03. Afterward, the nearby region on chromosome 3 was searched, and a few candidate genes like ubiquitin carboxyl-terminal hydrolase, E3 ubiquitin ligase, TIFY-like protein, and hexosyltransferase having a role in seed size determination were identified. Validation study in another RIL mapping population which is differing for seed size, showed a number of SNPs and InDels among these genes when studied using whole genome resequencing (WGRS) approach. Biochemical parameters like cellulose, lignin, and xylose content showed no significant differences between parents and the extreme RILs, at maturity. Various seed morphological traits like area, length, width, compactness, volume, perimeter, etc., when measured using VideometerLab 4.0 showed significant differences for the parents and RILs. The results have ultimately helped in better understanding the region regulating the seed size trait in genomically less explored crops like lentils.</p>
</abstract>
<kwd-group>
<kwd>BSA</kwd>
<kwd>cell membrane</kwd>
<kwd>cellulose</kwd>
<kwd>lignin</kwd>
<kwd>masur</kwd>
<kwd>videometer</kwd>
<kwd>xylose</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="70"/>
<page-count count="14"/>
<word-count count="7911"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Lentil (<italic>Lens culinaris</italic> ssp. <italic>culinaris</italic> Medik.) is a diploid (2n=14), self-pollinated, cool season legume crop having a genome size of nearly 4.2 Gb (<xref ref-type="bibr" rid="B3">Arumuganathan and Earle, 1991</xref>; <xref ref-type="bibr" rid="B9">Dikshit et&#xa0;al., 2022a</xref>; <xref ref-type="bibr" rid="B10">Dikshit et&#xa0;al., 2022b</xref>). This is not only rich in proteins but also in micronutrients (Fe and Zn) and &#x3b2;-carotene (<xref ref-type="bibr" rid="B38">Mishra et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B45">Priti et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B46">Priti et&#xa0;al., 2022</xref>). Lentil is being grown throughout the world in temperate to sub-tropical regions including regions of the Middle East, north-eastern Africa, Southern Europe, South and North America, Australia, and the Indian sub-continent (<xref ref-type="bibr" rid="B37">Mishra et&#xa0;al., 2022a</xref>). Globally, Canada is the largest producer and exporter of lentils. Lentil is an important crop for India having acreage of 1.35 m ha and production of 1.18 m tons. The world production of lentils is 6.54 m tons from an area of nearly 5.01 m ha. Lentil productivity in India (871.5 kg/ha) is well below world productivity (1304.9 kg/ha) (<xref ref-type="bibr" rid="B15">FAOSTAT, 2020</xref>).</p>
<p>Seed quality of lentil is an important objective for both industry and the consumer. Among various parameters, seed size is the key parameter defining the overall lentil quality (<xref ref-type="bibr" rid="B57">Singh et&#xa0;al., 2022</xref>). During domestication of lentils, several traits like pod dehiscence, dormancy, and seed size got modified which ultimately allowed easy collection of seeds by the farmers for next year sowing (<xref ref-type="bibr" rid="B58">Sonnante et&#xa0;al., 2009</xref>). Most of the domestication traits like pod dehiscence, dormancy, and growth habit are single gene governed traits while seed size is a quantitative trait. Depending upon the seed size lentil is classified into microsperma type (2 to 6 mm diameter, red and yellow cotyledons, and pigmented flowers) and macrosperma type (6 to 9 mm diameter, yellow cotyledon, and non-pigmented flowers) (<xref ref-type="bibr" rid="B4">Barulina, 1930</xref>; <xref ref-type="bibr" rid="B51">Sandhu and Singh, 2007</xref>). Generally, microsperma types are more common in southeast Asia, while macrosperma types in western Asia and Europe (<xref ref-type="bibr" rid="B4">Barulina, 1930</xref>). Previous genetic studies revealed large variations for seed weight and seed diameter in lentils (<xref ref-type="bibr" rid="B62">Tullu et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B13">Dutta et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B61">Tripathi et&#xa0;al., 2022</xref>).</p>
<p>Seed size and shape are known to influence both cooking time and dehulling efficiency and are considered important market-associated trait (<xref ref-type="bibr" rid="B14">Erskine et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B66">Wang, 2008</xref>). A strong positive correlation (r=0.96) was recorded between seed size and cooking time (<xref ref-type="bibr" rid="B23">Hamdi et&#xa0;al., 1991</xref>). <xref ref-type="bibr" rid="B17">Ford et&#xa0;al. (2007)</xref> noted reduced damage during handling in the rounder seed-shaped lentil cultivars over thin, sharp-edged types. Thus, the development of genotypes with improved seed parameters including seed weight is an important breeding objective of lentil breeders across the globe (<xref ref-type="bibr" rid="B36">Mishra et&#xa0;al., 2022b</xref>). Generally, seed parameters are measured using crude phenotypic evaluation methods like measurement of 100-grain weight or seed diameter measurement using Vernier caliper or graded sieve (<xref ref-type="bibr" rid="B26">Hossain et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B69">Xu et&#xa0;al., 2011</xref>). In lentils, seed diameter was also measured using computer-assisted 2-dimensional imaging (<xref ref-type="bibr" rid="B52">Shahin and Symons, 2001</xref>) and seed plumpness was determined using 3-dimensional imaging using a camera (<xref ref-type="bibr" rid="B53">Shahin et&#xa0;al., 2006</xref>). However, these are laborious methods, especially when a large number of genotypes are involved in screening. Recently, <xref ref-type="bibr" rid="B13">Dutta et&#xa0;al. (2022)</xref> used a very easy method involving VideometerLab 4.0 instrument for the measurement of various seed parameters in lentils.</p>
<p>Linked molecular markers with the trait of interest will help in efficient breeding for that trait (<xref ref-type="bibr" rid="B40">Mishra et&#xa0;al., 2003</xref>). Seed weight is known to be governed by several genes and thus identification of linked markers with the seed weight QTLs will help in the better selection for this trait. This will also help in speeding up of new variety development having desired seed parameters (<xref ref-type="bibr" rid="B61">Tripathi et&#xa0;al., 2022</xref>). Also, for the implementation of molecular breeding approach for seed size trait, there is a need for the development of an experimental population involving contrasting parents, so that the linkage can be established between marker and the trait. Evaluation of a RIL population with SSRs markers using BSA approach can help in the identification of linked markers with the seed size trait in lentil (<xref ref-type="bibr" rid="B39">Mishra et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B40">Mishra et&#xa0;al., 2003</xref>). This study hypothesizes that the genomic region controlling the seed size can be identified using molecular markers in a mapping population differing for the seed size trait. Against this backdrop, the objective of this study was to perform the morpho-biochemical characterization of a RIL population for seed parameters and identification of candidate genes regulating seed size trait in lentil.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant materials</title>
<p>Two lentil genotypes differing significantly in seed size, L830 (small-seeded; mean 1000 seed weight = 20.9 g) and L4602 (large-seeded; mean 1000 seed weight = 42.13g) were used as the parent for the development of a RIL population (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Cross was attempted between the L4602 and L830 and the F<sub>1</sub> was confirmed for its hybridity using polymorphic SSR markers. The parents and the RIL population (F<sub>5:6</sub>) having 188 lines were grown during rabi-2021 at the fields of Indian Agricultural Research Institute, New Delhi, India (Latitude: 28.6412&#xb0;N, Longitude: 77.1627&#xb0;E, and Altitude: 228.61 m AMSL) with the spacing of 30&#xd7;5 cm (row to row &#xd7; plant to plant) in a 5.0 m row length using standard cultivation practices. Each row was harvested at maturity and 1000 seed weight was measured for parents and the RILs (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF1">
<bold>S1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Seeds of the small-seeded (L830, mean 1000 seed weight=20.9g) and large-seeded (L4602, mean 1000 seed weight=42.13g) parents were used for the seed size analysis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1091432-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>A representative figure showing variations for the seed parameters in a set of 50 RILs (F<sub>5:6</sub>), derived from the cross L4602&#xd7;L830 (mean 1000 seed weight range=15.0 to 40.5g).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1091432-g002.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>DNA extraction and constitution of bulks for bulked segregant analysis</title>
<p>Nearly 15-20 seeds each from 188 RILs along with the parents (L830 and L4602) were kept on the germination paper and was wrapped in a butter paper. This was then kept in a germination chamber for 8-10 days at 20-25&#xb0;C. The tender seedlings were used for DNA isolation using CTAB method (<xref ref-type="bibr" rid="B42">Murray and Thompson, 1980</xref>) and quality was checked on 0.8% Agarose gel, while quantity was measured using Nanodrop (<xref ref-type="bibr" rid="B20">Garc&#xed;a-Alegr&#xed;a et&#xa0;al., 2020</xref>). A total of 10 extreme genotypes each from small-seeded RILs (line No. 05, 14, 16, 64, 88, 111, 117, 155, 160, 169) and large-seeded RILs (line No. 03, 86, 87, 97, 102, 107, 108, 115, 133, 190) were used for the BSA (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). An equal quantity of DNA (20 ng/&#xb5;L) was taken from each of the 10 extreme RILs and mixed to constitute the two contrasting bulks (B1 and B2). A total of 394 SSRs were used for the parental polymorphism survey (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>) and polymorphic primers were used for BSA (<xref ref-type="bibr" rid="B35">Michelmore et&#xa0;al., 1991</xref>) and band were separated on 3.0% Metaphor agarose gel and scored. The SSRs differentiating the bulks and the parents were used for the individual RIL analysis. The RILs were arranged in the increasing order of their seed size, PCR was performed and amplification was visualized on the gel using gel documentation system.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The 10 extreme RIL genotypes for seed size which was used for the formation of two extreme bulks for the BSA. Where, upper panel represents 10 RILs with maximum seed size (in descending order of their seed weight) and lower panel represents 10 RILs with minimum seed size (in ascending order of their seed weight).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1091432-g003.tif"/>
</fig>
</sec>
<sec id="s2_3">
<title>Cloning and sequencing of a PCR amplified product</title>
<p>The DNA fragment amplified by an SSR marker (PBALC449) in L4602 and L830 was used for the cloning and sequencing. The amplified bands containing the DNA were first precisely excised from the gel with a clean, sharp scalpel and then DNA was extracted using QIAquick Gel Extraction Kit (QIAGEN, Valencia, USA) by following the manufacturer&#x2019;s instructions (<xref ref-type="bibr" rid="B50">Sambrook et&#xa0;al., 1989</xref>). The amplified product was ligated with pJET1.2/blunt vector using CloneJET PCR Cloning Kit (Thermo Fisher Scientific&#x2122;) as per the mentioned protocol (<uri xlink:href="https://www.thermofisher.com/document-connect/document-connect.html">https://www.thermofisher.com/document-connect/document-connect.html</uri>). Then the recombinant vector was transformed into <italic>E. coli</italic> DH5&#x3b1; strain competent cells for cloning using the standard protocol. Afterward, plasmid was isolated using FavorPrep Plasmid Extraction Mini Kit as per the manufacturer&#x2019;s instructions and extracted plasmid DNA was stored at -20&#xb0;C for further analysis. The cloning was confirmed by restriction digestion using <italic>Bgl</italic> II. The positive clones were sequenced using Sanger sequencing platform using universal primer. The raw sequence data was processed by trimming the vector sequence and aligned to the reference genome (CDC Redberry Genome Assembly v2.0; <xref ref-type="bibr" rid="B47">Ramsay et&#xa0;al., 2021</xref>) using NCBI BLAST browser.</p>
</sec>
<sec id="s2_4">
<title>Biochemical analysis of lentil genotypes and the extreme RILs differing for seed size</title>
<p>Various cell wall related biochemical analyses were performed on the 10 extreme RILs each for seed size (large and small seeded RILs), and the parents.</p>
</sec>
<sec id="s2_5">
<title>Preparation of alcohol insoluble residue sample</title>
<p>Briefly, 600 mg of lentil seeds were crushed, flash frozen (in liquid N<sub>2</sub>), and ground in Qiagen TissueLyser II (at 30 Hz for 2-3 min) to a fine powder. Then 100 mg powder was taken for incubation (at 70&#xb0;C for 30 min) in 5.0 mL ethanol (80%) having 4.0 mm HEPES buffer (pH 7.5). This was then cooled on ice and centrifuged (1000 rpm for 15.0 min), supernatant was discarded, residue was washed (5.0 mL 70% ethanol) and then suspended in chloroform: methanol (1:1) solution (5.0 mL) for 3.0 min at room temperature and centrifuged (14000 rpm for 15.0 min). The residue was again washed with acetone (5.0 mL), pellet was dried in a desiccator and used as an AIR sample for further analysis (<xref ref-type="bibr" rid="B44">Pawar et&#xa0;al., 2017</xref>).</p>
</sec>
<sec id="s2_6">
<title>Estimation of cellulose by Updegraff method</title>
<p>To the AIR sample (2.0 mg), Updegraff reagent (acetic acid: nitric acid: water = 8:1:2 v/v) was added and incubated (at 100&#xb0;C for 30 min). The mixture was then centrifuged (10,000 rpm; 15 min), and pellet was washed four times with acetone and dried overnight. The dried residue was hydrolyzed in 72% H<sub>2</sub>SO<sub>4</sub>, glucose was analyzed by anthrone assay (<xref ref-type="bibr" rid="B63">Updegraff, 1969</xref>) and a standard curve was used to estimate the cellulose content.</p>
</sec>
<sec id="s2_7">
<title>Estimation of xylose and O-acetyl content</title>
<p>AIR sample (2.0 g) was incubated for neutralization with HCl and NaOH for xylose and acetyl content estimation, respectively. The xylose and O-acetyl content were analyzed using Megazyme K-ACET and K-XYLOSE kits, respectively (<xref ref-type="bibr" rid="B48">Rastogi et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s2_8">
<title>Acetyl bromide soluble lignin content</title>
<p>The 25% acetyl bromide solution was diluted using acetic acid and incubated at 50&#xb0;C for 2.0h. The solubilized powder was mixed with NaOH and hydroxylamine hydrochloride and then absorbance was recorded at 280 nm and lignin content was measured (<xref ref-type="bibr" rid="B18">Foster et&#xa0;al., 2010</xref>).</p>
</sec>
<sec id="s2_9">
<title>Lignin and cellulose estimation through fourier transform-infrared spectroscopy</title>
<p>Lignin and cellulose contents were estimated using FTIR spectroscopy in the lentil seed powder (<xref ref-type="bibr" rid="B44">Pawar et&#xa0;al., 2017</xref>). A Tensor FTIR spectrometer (Bruker Optics) equipped with a single-reflectance horizontal ATR cell (ZnSe Optical Crystal, Bruker Optics) was used for the analysis. The spectrum range selected was from 600 cm<sup>-1</sup> to 4000 cm<sup>-1</sup> having a resolution of 4 cm<sup>-1</sup>. KBr powder was used for the preparation of standard and each sample was measured twice (by removing and adding different aliquots of powder for heterogeneity evaluation) and each spectrum was the average of 16 scans (<xref ref-type="bibr" rid="B33">Labbe et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B7">Canteri et&#xa0;al., 2019</xref>).</p>
</sec>
<sec id="s2_10">
<title>Estimation of seed morphological parameters using VideometerLab 4.0 instrument</title>
<p>Detailed seed phenotyping was done for eight RILs (four large and small-seeded each) and the parents using VideometerLab 4.0 instrument (Videometer A/S, Denmark) which captured the images of 30 seeds placed in a customized 3D printed plate. Videometer acquires morphological and spectral information using 19 high power LED sources (375, 405, 435, 450, 470, 505, 525, 570, 590, 630, 645, 660, 700, 780, 850, 870, 890, 940, 970 nm). The data were quantified using custom-designed software (VideometerLab software ver. 2.13.83) as seed area, length, width, etc. (<xref ref-type="bibr" rid="B55">Shrestha et&#xa0;al., 2015</xref>).</p>
</sec>
<sec id="s2_11">
<title>Statistical analysis</title>
<p>ANOVA was performed to determine the genotypic variance among parents and the 188 RIL genotypes (for various seed parameters like seed weight, area, length, width, width/length, compactness, width/area, volume, and perimeter) and also among the parents and the 10 extreme RIL genotypes (for biochemical parameters like lignin, cellulose, and xylose contents) using DSAASTAT ver.1.514 software. Afterward, multiple comparison test was performed using Tukey HSD method (p &#x2264; 0.05).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Identification of linked marker(s) with seed size in RIL population using BSA</title>
<p>For parental polymorphism, 394 SSR primer pairs of different series like PBALC (<xref ref-type="bibr" rid="B29">Kaur et&#xa0;al., 2011</xref>), PLC (<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>), LC (<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>), and GLLC (<xref ref-type="bibr" rid="B49">Saha et&#xa0;al., 2010</xref>) have been used, and 31 were found polymorphic (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF2">
<bold>Figure S2</bold>
</xref>). The bulked segregant analysis (BSA) was performed on the parents and the two bulks made by mixing equal quantity of DNA from the 10 extreme RIL genotypes for seed size using polymorphic markers (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Of 31 polymorphic SSRs, only one PBLAC449, clearly differentiated the small seed size bulk and the parent, whereas large seed size bulk showed two bands. However, other polymorphic markers could not differentiate the bulk (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The PBLAC449 primer amplified 131bp band for L830 and 149bp band for L4602 genotype. To understand this unique type of banding pattern, the individual plants constituting the bulk was amplified. As observed for the bulked samples, all the 10 plants of small seed size samples showed a band similar to the small seed parent i.e. L830 (131 bp). However, the individual plants constituting the large seed size bulk, a mix of amplification patterns with 03 recombinants (having L830 band size) and 02 heterozygotes were recorded (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Details of the SSRs found polymorphic between the parents L4602 and L830.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">S. No</th>
<th valign="top" align="center">Primer name</th>
<th valign="top" align="center">Forward sequence<break/>(5&#x2019;-3&#x2019;)</th>
<th valign="top" align="center">Reverse Sequence<break/>(5&#x2019;-3&#x2019;)</th>
<th valign="top" align="center">Product size (bp)</th>
<th valign="top" align="center">Motif</th>
<th valign="top" align="center">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1.&#x2003;</td>
<td valign="top" align="left">PBALC 114</td>
<td valign="top" align="left">CACCATAGTGACTACCACCAC</td>
<td valign="top" align="left">GACAGTGAGGTTGTTGAAAAG</td>
<td valign="top" align="center">151</td>
<td valign="top" align="left">(ACC)4</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B29">Kaur et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">2.&#x2003;</td>
<td valign="top" align="left">PBALC 209</td>
<td valign="top" align="left">GGAGTTGGTTAGAAGGAAAGA</td>
<td valign="top" align="left">CTAGATATCATCGATCCATCC</td>
<td valign="top" align="center">152</td>
<td valign="top" align="left">(GTC)4</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B29">Kaur et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">3.&#x2003;</td>
<td valign="top" align="left">PBALC 449</td>
<td valign="top" align="left">CAGCAATGGTTTTACACTCTC</td>
<td valign="top" align="left">GGATTTGTTTTGGTTAAGGAT</td>
<td valign="top" align="center">149</td>
<td valign="top" align="left">AAC</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B29">Kaur et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">4.&#x2003;</td>
<td valign="top" align="left">PBALC 761</td>
<td valign="top" align="left">GTTTGTTATCGTTGGAAGGTT</td>
<td valign="top" align="left">GAAGCTTAGTGAGAGCAAAAGT</td>
<td valign="top" align="center">156</td>
<td valign="top" align="left">CTT</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B29">Kaur et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">5.&#x2003;</td>
<td valign="top" align="left">PLC 34</td>
<td valign="top" align="left">TACTGGATGAGACGAAGATGGA</td>
<td valign="top" align="left">CGAAACCTGGCCTATACAAAAG</td>
<td valign="top" align="center">190</td>
<td valign="top" align="left">(T)10</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">6.&#x2003;</td>
<td valign="top" align="left">PLC 36</td>
<td valign="top" align="left">ACTCAAGTCAACCTCAGAAGGC</td>
<td valign="top" align="left">CTTAGGAGCCGGAGAAGAAGAT</td>
<td valign="top" align="center">500</td>
<td valign="top" align="left">(CTTCA)3</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">7.&#x2003;</td>
<td valign="top" align="left">PLC 37</td>
<td valign="top" align="left">CTCTCCAGTCCTTGCTTGATG</td>
<td valign="top" align="left">ACCAACAAACTTGCCAGACTTC</td>
<td valign="top" align="center">100</td>
<td valign="top" align="left">(T)13</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">8.&#x2003;</td>
<td valign="top" align="left">PLC 42</td>
<td valign="top" align="left">AACCAATCATGGCTTCTGCT</td>
<td valign="top" align="left">TTTCACCGTCTTTATGAACCA</td>
<td valign="top" align="center">220</td>
<td valign="top" align="left">(GA)8</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">9.&#x2003;</td>
<td valign="top" align="left">PLC 44</td>
<td valign="top" align="left">AAATGGTGCATGTGTACGGT</td>
<td valign="top" align="left">GGAGAACGCGATCAGTAAGG</td>
<td valign="top" align="center">110</td>
<td valign="top" align="left">(GCC)5</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">10.&#x2003;</td>
<td valign="top" align="left">PLC 45</td>
<td valign="top" align="left">CCTTAGTCACTGTGGTCTGATGA</td>
<td valign="top" align="left">ACAATGAGAGGCCAGTGCTT</td>
<td valign="top" align="center">390</td>
<td valign="top" align="left">(A)12</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">11.&#x2003;</td>
<td valign="top" align="left">PLC 51</td>
<td valign="top" align="left">CCATGATGAGCCTTGAATGA</td>
<td valign="top" align="left">TCTTCAATCTCCAGGAACACTTT</td>
<td valign="top" align="center">120</td>
<td valign="top" align="left">(GAA)10</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">12.&#x2003;</td>
<td valign="top" align="left">PLC 60</td>
<td valign="top" align="left">TGCTTGGACCCTAAATTTGC</td>
<td valign="top" align="left">AAGAAAAGGGCAACCACTGA</td>
<td valign="top" align="center">190</td>
<td valign="top" align="left">(TA)6</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">13.&#x2003;</td>
<td valign="top" align="left">PLC 66</td>
<td valign="top" align="left">ATTTGGAGCAAAGATGCAGG</td>
<td valign="top" align="left">GGATCGACCTCCAATCAAGA</td>
<td valign="top" align="center">340</td>
<td valign="top" align="left">(A)10</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">14.&#x2003;</td>
<td valign="top" align="left">PLC 69</td>
<td valign="top" align="left">CGCTCTACCAACAGCATAA</td>
<td valign="top" align="left">GAGGTCTCTTTTGTTCTTCACT</td>
<td valign="top" align="center">210</td>
<td valign="top" align="left">(CT)19</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">15.&#x2003;</td>
<td valign="top" align="left">PLC 70</td>
<td valign="top" align="left">CATCTCTTCGTGGCGTAAT</td>
<td valign="top" align="left">AGCAAACAACAGCACACATA</td>
<td valign="top" align="center">250</td>
<td valign="top" align="left">(GTT)9</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">16.&#x2003;</td>
<td valign="top" align="left">PLC 77</td>
<td valign="top" align="left">GGAAAGAGCCAAGAAGTTG</td>
<td valign="top" align="left">ACCCATCCTCATCCTTAAAT</td>
<td valign="top" align="center">230</td>
<td valign="top" align="left">(CAATGG)5</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">17.&#x2003;</td>
<td valign="top" align="left">PLC 80</td>
<td valign="top" align="left">GCTAACAAACAACACCATGA</td>
<td valign="top" align="left">GCATCTAAGTTCTTCAATCTCC</td>
<td valign="top" align="center">185</td>
<td valign="top" align="left">(GAA)10</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">18.&#x2003;</td>
<td valign="top" align="left">PLC 105</td>
<td valign="top" align="left">CTCCCTCAAAATGCGTTGAT</td>
<td valign="top" align="left">TCCATTACAAGATACTCTCCATGC</td>
<td valign="top" align="center">320</td>
<td valign="top" align="left">(TTTTA)6</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">19.&#x2003;</td>
<td valign="top" align="left">LC 272</td>
<td valign="top" align="left">CAAGATTCCGCACCAATACG</td>
<td valign="top" align="left">GTTCGGGGGTAATCCAAACT</td>
<td valign="top" align="center">250</td>
<td valign="top" align="left">(CT)4</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">20.&#x2003;</td>
<td valign="top" align="left">LC 301</td>
<td valign="top" align="left">GCCCTAAGTCACCAGAAAACA</td>
<td valign="top" align="left">CCCTTCGAACCATAATCGTG</td>
<td valign="top" align="center">300</td>
<td valign="top" align="left">(GA)4&#x2026;(GA)5</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">21.&#x2003;</td>
<td valign="top" align="left">LC 305</td>
<td valign="top" align="left">ACTATTAGCGAAGCCCAGCA</td>
<td valign="top" align="left">TGAATCCAGAGCCTTTCTTTG</td>
<td valign="top" align="center">400</td>
<td valign="top" align="left">CT</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">22.&#x2003;</td>
<td valign="top" align="left">LC 307</td>
<td valign="top" align="left">AAGTCGACCTTATGAATGAGCA</td>
<td valign="top" align="left">CAGAACACTGCGAGGTATGA</td>
<td valign="top" align="center">471</td>
<td valign="top" align="left">(GA)8&#x2026;(GA)9</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">23.&#x2003;</td>
<td valign="top" align="left">LC 385</td>
<td valign="top" align="left">GCCTTTTCAACAGCTACTTTGTT</td>
<td valign="top" align="left">TGCTTGAGAAATCTGACACACA</td>
<td valign="top" align="center">392</td>
<td valign="top" align="left">(CT)7&#x2026;.(GAA)4</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">24.&#x2003;</td>
<td valign="top" align="left">LC 389</td>
<td valign="top" align="left">TGTCAGCGTAAGATTGGACA</td>
<td valign="top" align="left">GCAAAGATTTGCTTCAACAAG</td>
<td valign="top" align="center">384</td>
<td valign="top" align="left">(CAA)3&#x2026;(CT)8</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">25.&#x2003;</td>
<td valign="top" align="left">LC 396</td>
<td valign="top" align="left">GGTCTCTCAAGACTATTGCAAGAAA</td>
<td valign="top" align="left">TGGATCAAGTGGTATATTTGGACA</td>
<td valign="top" align="center">292</td>
<td valign="top" align="left">(AA)3&#x2026;(GA)10.(CTTT)2</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">26.&#x2003;</td>
<td valign="top" align="left">LC 398</td>
<td valign="top" align="left">TTGTGGTCACTCAAGACTATTGC</td>
<td valign="top" align="left">CAAGACTACTCTAGCCTTTTCAACG</td>
<td valign="top" align="center">392</td>
<td valign="top" align="left">(CTT)4&#x2026;(GA)13</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">27.&#x2003;</td>
<td valign="top" align="left">LC 421</td>
<td valign="top" align="left">CTTTCTTTGAATATGAACGTGAGAG</td>
<td valign="top" align="left">GCCTTTTCAACGGCTCCT</td>
<td valign="top" align="center">250</td>
<td valign="top" align="left">(GA)8</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">28.&#x2003;</td>
<td valign="top" align="left">GLLC 541</td>
<td valign="top" align="left">TGGGCTCATTGAACCAAAAG</td>
<td valign="top" align="left">CCCCCTTTTAAGTGATTTTCC</td>
<td valign="top" align="center">450</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B49">Saha et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">29.&#x2003;</td>
<td valign="top" align="left">GLLC 562</td>
<td valign="top" align="left">TGTGTAGGCACATCAACAAAA</td>
<td valign="top" align="left">GGTGGGCATGAGAGGTGTTA</td>
<td valign="top" align="center">420</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B49">Saha et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">30.&#x2003;</td>
<td valign="top" align="left">GLLC 563</td>
<td valign="top" align="left">ATGGGCTCATTGAACAAAAG</td>
<td valign="top" align="left">CCCCCTCTAAGAGATTTTCCTC</td>
<td valign="top" align="center">300</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B49">Saha et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">31.&#x2003;</td>
<td valign="top" align="left">GLLC 614</td>
<td valign="top" align="left">AACCCCAGCCAGATCTTACA</td>
<td valign="top" align="left">AAGGGTGGTTTTGGTCCTATG</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B49">Saha et&#xa0;al., 2010</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Gel picture showing BSA for seed size with PBALC449 marker. Where, P1: L4602, P2: L830, B1: large seeded bulk, B2: small-seeded bulk, M: DNA ladder.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1091432-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Gel picture showing individual plant analysis (constituting the bulks) for seed size with PBALC449 marker. Where, P1: L4602, P2: L830, B1: Large seeded bulk, B2: Small seeded bulk, 1-10: Individual plants constituting the large-seeded bulk; 11-20: Individual plants constituting the small seeded bulk, M: DNA ladder.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1091432-g005.tif"/>
</fig>
<p>Afterward, DNA of RILs were rearranged in the order of increasing seed weight, and then PCR (and gel electrophoresis) was done using PBALC449 primer. Of 188 RILs, 39 lines showed 149 bp amplification (as L4602 type), 43 lines showed heterozygous (both 149 and 131 bp bands), and 106 lines showed 131 bp amplification (as L830 type) (<xref ref-type="supplementary-material" rid="SF3">
<bold>Figure S3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM2">
<bold>Table S2</bold>
</xref>). Based on the seed size, the RILs were broadly grouped into two categories (i) &gt;24.0 g/1000 seeds (large seeded; 95 Numbers) and (ii) &lt;24.0g/1000 seeds (small seeded; 93 Numbers), expecting that the major locus must have been fixed in a 1:1 ratio in the RILs. Of 188 RILs, the first 73 RILs (15.0 to 21.4 g/1000 seed) which were arranged in the increasing order of seed weight, showed only 03 recombinants (and 07 heterozygotes), while the first 93 lines showed only six recombinants (and 13 heterozygotes). This kind of unique banding pattern has clearly suggested the presence of very tight linkage between small seed size trait and PBLAC449 marker and also indicated that there is no marker distortion in the studied population (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>The details of the seed size and the amplification pattern of the PBALC449 marker in the 188 RILs.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Band type</th>
<th valign="top" align="center">Band size (bp)</th>
<th valign="top" align="center">&#x2264;19.7g/1000 seed</th>
<th valign="top" align="center">&gt;19.7-21g/1000 seed</th>
<th valign="top" align="center">21-23g/1000 seed</th>
<th valign="top" align="center">24-30g/1000 seed</th>
<th valign="top" align="center">&gt;30g/1000 seed</th>
<th valign="top" align="center">Total</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">P1 (L4602, Large Seeded)</td>
<td valign="top" align="center">149</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">11</td>
<td valign="top" align="center">39</td>
</tr>
<tr>
<td valign="top" align="center">H (Heterozygous)</td>
<td valign="top" align="center">149 and 131</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">15</td>
<td valign="top" align="center">43</td>
</tr>
<tr>
<td valign="top" align="center">P2 (L830; Small Seeded)</td>
<td valign="top" align="center">131</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">106</td>
</tr>
<tr>
<td valign="top" align="center">Total</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">37</td>
<td valign="top" align="center">29</td>
<td valign="top" align="center">27</td>
<td valign="top" align="center">62</td>
<td valign="top" align="center">33</td>
<td valign="top" align="center">188</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" colspan="3" align="center">93 (Small Seeded; 06 recombinant and 13 heterozygous)</td>
<td valign="top" colspan="2" align="center">95 (Large seeded; 32 recombinants and 30 heterozygous)</td>
<td valign="top" align="center"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>Interestingly, this marker showed independent segregation for the large-seeded trait. Thus, it seems that the large seed size expression is being governed by two or more major loci. Since the banding pattern was so unique that we were unable to use any standard marker linkage analysis. To decipher such a unique type of banding pattern, we decided to find the chromosomal location of the amplified product (tightly linked with the small seed size trait only) by cloning, sequencing, and the comparative genomics approach.</p>
</sec>
<sec id="s3_2">
<title>Cloning, sequencing and chromosomal location of PCR amplified products from PBALC449 marker</title>
<p>The pJET1.2 vector was used for cloning of the PCR amplified products (149bp from L4602 and 131bp from L830) from a putatively linked marker viz., PBALC449 for small seed size trait in lentil. The cloned fragment was then sequenced which was further aligned to the reference genome (CDC Redberry Genome Assembly v2.0) using NCBI BLAST browser. The difference in the total length of the amplified product between both parents was due to the presence of 18bp deletion at two places (<xref ref-type="supplementary-material" rid="SM3">
<bold>Table S3</bold>
</xref>). The alignment details of the amplified product with the reference genome is presented in <xref ref-type="supplementary-material" rid="SF4">
<bold>Figures S4</bold>
</xref>-<xref ref-type="supplementary-material" rid="SF5">
<bold>S5</bold>
</xref>. The position of PBALC449 amplification was at Luc.2RBY.Chr3:398437705.398441563 (+strand) which is a PsbP domain protein-encoding gene (3859 bp) and is present on chromosome number 3 of lentil (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="supplementary-material" rid="SF6">
<bold>S6</bold>
</xref>). The related species sequence similarity showed maximum similarity with <italic>Medicago truncatula</italic> and was followed by <italic>Cicer arietinum</italic> (<xref ref-type="supplementary-material" rid="SF7">
<bold>Figure S7</bold>
</xref>). To identify the candidate genes regulating small seed size trait near this marker, we checked RNA Seq data generated by us using the same parental combinations (<xref ref-type="bibr" rid="B13">Dutta et&#xa0;al., 2022</xref>) and the physical chromosomal details available at CDC Redberry Genome Assembly v2.0 (<xref ref-type="bibr" rid="B47">Ramsay et&#xa0;al., 2021</xref>). Using KnowPulse browser, on the left side (0.6 Mb region) of the PBALC449 amplified region, three candidate genes namely, E3 Ubiquitin ligase (log2FC -1.582), TIFY-like protein, and hexosyltransferase gene (log2FC -2.474); while on the right side (in 0.7 Mb region), a ubiquitin carboxyl-terminal hydrolase gene was found (<xref ref-type="bibr" rid="B47">Ramsay et&#xa0;al., 2021</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Putative genes identified regulating seed size on both sides (1.2 Mb region) of the PBALC449 in the lentil genome. (Derived from <xref ref-type="bibr" rid="B41">Mortimer et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B59">Stoppel et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B34">Li and Li, 2014</xref>; <xref ref-type="bibr" rid="B21">Ge et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B68">Wang et&#xa0;al., 2018</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1091432-g006.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Estimation of lignin, cellulose, xylose, and acetyl content in the parents and the 10 extreme RILs differing for the seed size</title>
<p>Cell wall composition is known to determine the size and shape of some seeds. To validate this, we analyzed and compared the cell wall composition in the mature seeds of parents (L4602, and L830), 10 extreme large-seeded RILs (No. 39, 86, 87, 97, 102, 107, 108, 115, 133, 190) and 10 extreme small-seeded RILs (No. 5, 14, 16, 64, 88, 117, 155, 160, 168, 169) (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Nearly similar FT-IR cellulose content was recorded in the parental genotypes viz., L4602 (24.07%) and L830 (25.96%), while in large-seeded RILs, FT-IR cellulose content was recorded relatively less (21.25 to 28.63%) than that of the small-seeded RILs (22.42 to 39.16%). Lignin is a phenolic polymer that gives rigidity to cell wall, and FT-IR lignin content was recorded more in the small-seeded parental genotype L830 (12.80%) than the large-seeded parental genotype L4602 (11.16%). Similar observations were also recorded for the small-seeded RILs which showed relatively more lignin content (10.73 to 26.85%) than the large-seeded RILs (11.16 to 15.4%). Acetyl bromide soluble lignin (ABSL) content was recorded more in the small-seeded parental genotype L830 (25.07%) than the large-seeded parental genotype L4602 (21.98%). Similarly, small-seeded RILs showed more ABSL content (1.256 to 4.546%) than the large-seeded RILs (1.082 to 2.07%).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Estimation of cellulose, lignin, acetyl bromide soluble lignin content (ABSL), D- xylose, and acetylated xylose in the mature lentil seeds of 20 RILs (including both parents) and multiple comparison test using Tukey HSD method.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="center">Parameters<break/>(Mean &#xb1; SD)</th>
<th valign="top" align="center">FT-IR cellulose<break/>(%)</th>
<th valign="top" align="center">FT-IR lignin<break/>(%)</th>
<th valign="top" align="center">Xylose content<break/>(mg/g)</th>
<th valign="top" align="center">O-Acetyl content<break/>(mg/g)</th>
<th valign="top" align="center">ABSL lignin content<break/>(%)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="6" align="left">Large seeded</th>
</tr>
<tr>
<td valign="middle" align="center">L4602</td>
<td valign="middle" align="center">24.07 &#xb1; 0.714bcdef</td>
<td valign="middle" align="center">11.16 &#xb1; 0.049hi</td>
<td valign="top" align="center">4.163 &#xb1; 0.089efghi</td>
<td valign="top" align="center">
<bold>2.013 &#xb1; 0.166e</bold>
</td>
<td valign="middle" align="center">2.197 &#xb1; 0.579cde</td>
</tr>
<tr>
<td valign="top" align="center">RIL 102</td>
<td valign="top" align="center">21.7 &#xb1; 2.263ef</td>
<td valign="top" align="center">12.99 &#xb1; 0.332defgi</td>
<td valign="top" align="center">
<bold>2.219 &#xb1; 0.170i</bold>
</td>
<td valign="top" align="center">5.425 &#xb1; 0.149bcd</td>
<td valign="top" align="center">2.070 &#xb1; 0.061de</td>
</tr>
<tr>
<td valign="top" align="center">RIL 097</td>
<td valign="top" align="center">26.1 &#xb1; 1.336bcdef</td>
<td valign="top" align="center">14.63&#xb1; 0.183def</td>
<td valign="top" align="center">3.703 &#xb1; 0.578fghi</td>
<td valign="top" align="center">3.696 &#xb1; 0.513cde</td>
<td valign="top" align="center">1.898 &#xb1; 0.265de</td>
</tr>
<tr>
<td valign="top" align="center">RIL 039</td>
<td valign="top" align="center">28.23 &#xb1; 0.834bcd</td>
<td valign="top" align="center">15.15 &#xb1; 0.071de</td>
<td valign="top" align="center">5.401 &#xb1; 0.415efghi</td>
<td valign="top" align="center">3.912 &#xb1; 0.273bcde</td>
<td valign="top" align="center">1.873 &#xb1; 0.237de</td>
</tr>
<tr>
<td valign="top" align="center">RIL 107</td>
<td valign="top" align="center">23.19 &#xb1; 0.77cdef</td>
<td valign="top" align="center">12.15 &#xb1; 0.071fghi</td>
<td valign="top" align="center">3.518 &#xb1; 0.108ghi</td>
<td valign="top" align="center">3.292 &#xb1; 0.649de</td>
<td valign="top" align="center">1.082 &#xb1; 0.269e</td>
</tr>
<tr>
<td valign="top" align="center">RIL 190</td>
<td valign="top" align="center">28.2 &#xb1; 0.134bcd</td>
<td valign="top" align="center">14.63 &#xb1; 0.148def</td>
<td valign="top" align="center">6.492 &#xb1; 0.617defgh</td>
<td valign="top" align="center">5.074 &#xb1; 0.363bcd</td>
<td valign="top" align="center">1.423 &#xb1; 0.060e</td>
</tr>
<tr>
<td valign="top" align="center">RIL 133</td>
<td valign="top" align="center">28.5 &#xb1; 1.499bc</td>
<td valign="top" align="center">14.79 &#xb1; 0.82def</td>
<td valign="top" align="center">6.301 &#xb1; 0.634defghi</td>
<td valign="top" align="center">5.205 &#xb1; 0.108bcd</td>
<td valign="top" align="center">1.425 &#xb1; 0.018e</td>
</tr>
<tr>
<td valign="top" align="center">RIL 087</td>
<td valign="top" align="center">24.8 &#xb1; 0.424bcdef</td>
<td valign="top" align="center">13.75 &#xb1; 0.212defgh</td>
<td valign="top" align="center">6.622 &#xb1; 0.362cdefgh</td>
<td valign="top" align="center">4.290 &#xb1; 0.150bcde</td>
<td valign="top" align="center">1.516 &#xb1; 0.639e</td>
</tr>
<tr>
<td valign="top" align="center">RIL 108</td>
<td valign="top" align="center">28.63 &#xb1; 0.395bc</td>
<td valign="top" align="center">14.37 &#xb1; 0.198defg</td>
<td valign="top" align="center">6.618 &#xb1; 0.059cdefgh</td>
<td valign="top" align="center">5.055 &#xb1; 0.431bcd</td>
<td valign="top" align="center">1.461 &#xb1; 0.050e</td>
</tr>
<tr>
<td valign="top" align="center">RIL 086</td>
<td valign="top" align="center">26.81 &#xb1; 0.692bcdef</td>
<td valign="top" align="center">14.27 &#xb1; 0.099defg</td>
<td valign="top" align="center">7.152 &#xb1; 0.267cdefgh</td>
<td valign="top" align="center">6.138 &#xb1; 0.366bc</td>
<td valign="top" align="center">1.492 &#xb1; 0.171e</td>
</tr>
<tr>
<td valign="top" align="center">RIL 115</td>
<td valign="top" align="center">
<bold>21.25 &#xb1; 1.018bcd</bold>
</td>
<td valign="top" align="center">15.4 &#xb1; 0.989d</td>
<td valign="top" align="center">4.442 &#xb1; 0.053efghi</td>
<td valign="top" align="center">4.235 &#xb1; 0.389bcde</td>
<td valign="top" align="center">1.879 &#xb1; 0.308de</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Small seeded</th>
</tr>
<tr>
<td valign="middle" align="center">L830</td>
<td valign="middle" align="center">25.96 &#xb1; 0.064bcdef</td>
<td valign="middle" align="center">12.8 &#xb1; 0.141defghi</td>
<td valign="top" align="center">6.86 &#xb1; 1.59cdefgh</td>
<td valign="top" align="center">4.02 &#xb1; 1.77bcde</td>
<td valign="middle" align="center">2.506 &#xb1; 0.599bcde</td>
</tr>
<tr>
<td valign="top" align="center">RIL 014</td>
<td valign="top" align="center">29.93 &#xb1; 5.487b</td>
<td valign="top" align="center">13.28 &#xb1; 2.347defghi</td>
<td valign="top" align="center">7.70 &#xb1; 2.09bcdef</td>
<td valign="top" align="center">5.631 &#xb1; 0.0158 bcd</td>
<td valign="top" align="center">1.749 &#xb1; 0.300de</td>
</tr>
<tr>
<td valign="top" align="center">RIL 005</td>
<td valign="top" align="center">25.54 &#xb1; 0.346bcdef</td>
<td valign="top" align="center">11.35 &#xb1; 0.1767hi</td>
<td valign="top" align="center">9.598 &#xb1; 0.511abcd</td>
<td valign="top" align="center">6.514 &#xb1; 0.336b</td>
<td valign="top" align="center">1.456 &#xb1; 0.014e</td>
</tr>
<tr>
<td valign="top" align="center">RIL 064</td>
<td valign="top" align="center">27.68 &#xb1; 0.169bcde</td>
<td valign="top" align="center">12.28 &#xb1; 0.1697efghi</td>
<td valign="top" align="center">3.755 &#xb1; 0.376fghi</td>
<td valign="top" align="center">4.242 &#xb1; 0.190bcde</td>
<td valign="top" align="center">
<bold>1.256 &#xb1; 0.170e</bold>
</td>
</tr>
<tr>
<td valign="top" align="center">RIL 155</td>
<td valign="top" align="center">28.28 &#xb1; 0.049bcd</td>
<td valign="top" align="center">12.73 &#xb1; 0.587defghi</td>
<td valign="top" align="center">3.084 &#xb1; 0.273hi</td>
<td valign="top" align="center">4.067 &#xb1; 0.513bcde</td>
<td valign="top" align="center">2.475 &#xb1; 0.098bcde</td>
</tr>
<tr>
<td valign="top" align="center">RIL 160</td>
<td valign="top" align="center">25.59 &#xb1; 0.078bcdef</td>
<td valign="top" align="center">11.64 &#xb1; 0.318ghi</td>
<td valign="top" align="center">8.08 &#xb1; 1.52abcde</td>
<td valign="top" align="center">5.402 &#xb1; 0.359bcd</td>
<td valign="top" align="center">1.603 &#xb1; 0.250de</td>
</tr>
<tr>
<td valign="top" align="center">RIL 016</td>
<td valign="top" align="center">22.42 &#xb1; 1.407def</td>
<td valign="top" align="center">
<bold>10.73 &#xb1; 0.191i</bold>
</td>
<td valign="top" align="center">6.694 &#xb1; 0.980cdefgh</td>
<td valign="top" align="center">5.773 &#xb1; 0.344bcd</td>
<td valign="top" align="center">1.685 &#xb1; 0.066de</td>
</tr>
<tr>
<td valign="top" align="center">RIL 088</td>
<td valign="top" align="center">36.08 &#xb1; 0.898a</td>
<td valign="top" align="center">18.29 &#xb1; 0.035c</td>
<td valign="top" align="center">
<bold>12.180 &#xb1; 0.120a</bold>
</td>
<td valign="top" align="center">
<bold>10.232 &#xb1; 0.176a</bold>
</td>
<td valign="top" align="center">3.261 &#xb1; 0.692abcd</td>
</tr>
<tr>
<td valign="top" align="center">RIL 168</td>
<td valign="top" align="center">29.92 &#xb1; 0.7b</td>
<td valign="top" align="center">22.82 &#xb1; 0.863b</td>
<td valign="top" align="center">10.63 &#xb1; 2.13abc</td>
<td valign="top" align="center">6.324 &#xb1; 0.872bc</td>
<td valign="top" align="center">3.948 &#xb1; 0.904ab</td>
</tr>
<tr>
<td valign="top" align="center">RIL 169</td>
<td valign="top" align="center">29.44 &#xb1; 1.598b</td>
<td valign="top" align="center">
<bold>26.85 &#xb1; 0.629a</bold>
</td>
<td valign="top" align="center">7.19 &#xb1; 2.33cdefg</td>
<td valign="top" align="center">4.831 &#xb1; 0.367bcd</td>
<td valign="top" align="center">
<bold>4.546 &#xb1; 0.441a</bold>
</td>
</tr>
<tr>
<td valign="top" align="center">RIL 117</td>
<td valign="top" align="center">
<bold>39.16 &#xb1; 0.382a</bold>
</td>
<td valign="top" align="center">22.27 &#xb1; 1.421b</td>
<td valign="top" align="center">11.568 &#xb1; 0.544ab</td>
<td valign="top" align="center">9.80 &#xb1; 1.920a</td>
<td valign="top" align="center">3.835 &#xb1; 0.767abc</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Values represent mean &#xb1; SD at P &#x2264; 0.05 and the same lower-case letters within a column are not significantly different. The values in bold represent the higher and lower values.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The xylan was recorded less than the cellulose or lignin in the seeds of parental genotypes and was found more in the small-seeded genotype L830 (6.86 mg/g) than the large-seeded genotype L4602 (4.16 mg/g). Similarly, in large-seeded RILs, xylan content ranged from 2.219 to 7.152 mg/g while in small-seeded RILs, it varied from 3.08 to 12.18 mg/g. Acetyl content was recorded more in small seeded genotype L830 (4.02 mg/g) than that of the large seeded genotype L4602 (2.013 mg/g). Similarly, in large-seeded RILs, acetyl content ranged from 2.013 to 6.138 mg/g; while in small-seeded RILs, it varied from 4.02 to 10.232 mg/g (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). In general, cellulose was recorded as the most abundant cell wall component in lentil seeds. Overall, a higher value for almost all the studied cell wall components was recorded for the small-seeded genotype L830 over the large-seeded genotype L4602.</p>
</sec>
<sec id="s3_4">
<title>Characterization of parental genotypes and the RILs using VideometerLab 4.0 for various seed parameters</title>
<p>The lentil parental genotypes L4602 (42.13 g/1000 seeds), L830 (20.90 g/1000 seeds) and the 10 extreme RILs (large seeded RILs: 34.7&#x2013;39.2 g/1000 seed, and small-seeded RILs: 16.16&#x2013;20.1 g/1000 seeds) differed significantly for the mean 1000 seed weight, were used for the study. Various other seed parameters like area, length, width, width/length, compactness, width/area, volume, and perimeter were also measured using VideometerLab 4.0 instrument, which showed significant variations for the studied genotypes (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). Image of the lentil genotypes (L830 and L4602) as captured by VideometerLab 4.0 at 19 different wavelengths (375 to 970 nm) for further seed parameter analysis is given in <xref ref-type="supplementary-material" rid="SF8">
<bold>Figure S8</bold>
</xref>. Interestingly, the mean seed area (mm<sup>2</sup>), length (mm), width (mm), and perimeter (mm) of the parental genotypes L4602 (22.59, 5.57, 5.24, 15.47 respectively) and L830 (11.02, 3.82, 3.71, 10.66 respectively) were found significantly different between these genotypes (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>). In addition, the 10 RILs (each extreme for seed size) were also compared through one-way ANOVA and were grouped using the Tukey HSD method (p &#x2264; 0.05). For large seeded RILs, the studied seed parameters (like area: 17.36&#x2013;20.82 mm<sup>2</sup>, length: 4.9&#x2013;5.3 mm, width: 4.56&#x2013;5.05 mm, perimeter: 13.47&#x2013;14.75 mm) were found significantly higher than the small seeded RILs (area: 8.88&#x2013;11.03 mm<sup>2</sup>, length: 3.51&#x2013;3.83 mm, width: 3.28&#x2013;3.71 mm, perimeter: 9.78&#x2013;10.7 mm). ANOVA was also performed for all the 188 RILs (including parents) and details are presented in <xref ref-type="supplementary-material" rid="SM4">
<bold>Table S4</bold>
</xref>. A representative image (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure&#xa0;S7</bold>
</xref>) shows the details of four large and four small-seeded lentil RIL genotypes as captured by VideometerLab 4.0 at two wavelengths (590 and 850 nm).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>List of seed parameters studied using VideometerLab 4.0 for parents (L4602 and L830) and the 10 extreme RILs. .</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="10" align="center">Parameters (Mean &#xb1; SD)</th>
</tr>
<tr>
<th valign="top" align="center">Genotypes</th>
<th valign="top" align="center">1000 seed<break/>wt (g)</th>
<th valign="top" align="center">Area<break/>(mm<sup>2</sup>)</th>
<th valign="top" align="center">Length<break/>(mm)</th>
<th valign="top" align="center">Width<break/>(mm)</th>
<th valign="top" align="center">Width/<break/>length</th>
<th valign="top" align="center">Compactness<break/>(Circle)</th>
<th valign="top" align="center">Width/<break/>area</th>
<th valign="top" align="center">Volume<break/>(mm<sup>3</sup>)</th>
<th valign="top" align="center">Perimeter<break/>(mm)</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="10" align="center">Parents</th>
</tr>
<tr>
<td valign="top" align="center">
<bold>L4602</bold>
</td>
<td valign="top" align="center">42.13<break/>&#xb1; 1.21a</td>
<td valign="top" align="center">22.59<break/>&#xb1; 1.17a</td>
<td valign="top" align="center">5.57<break/>&#xb1; 0.169a</td>
<td valign="top" align="center">5.24<break/>&#xb1; 0.179a</td>
<td valign="top" align="center">0.939<break/>&#xb1; 0.027cde</td>
<td valign="top" align="center">0.938<break/>&#xb1; 0.025bcd</td>
<td valign="top" align="center">0.232<break/>&#xb1; 0.006j</td>
<td valign="top" align="center">0.007<break/>&#xb1; 0.0002a</td>
<td valign="top" align="center">15.47<break/>&#xb1; 0.452a</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>L830</bold>
</td>
<td valign="top" align="center">20.90<break/>&#xb1; 1.82d</td>
<td valign="top" align="center">11.02<break/>&#xb1; 0.68g</td>
<td valign="top" align="center">3.82<break/>&#xb1; 0.121gh</td>
<td valign="top" align="center">3.71<break/>&#xb1; 0.117g</td>
<td valign="top" align="center">0.972<break/>&#xb1; 0.015a</td>
<td valign="top" align="center">0.969<break/>&#xb1; 0.014a</td>
<td valign="top" align="center">0.338<break/>&#xb1; 0.011e</td>
<td valign="top" align="center">0.005<break/>&#xb1; 0.0001gh</td>
<td valign="top" align="center">10.66<break/>&#xb1; 0.369h</td>
</tr>
<tr>
<th valign="top" colspan="10" align="center">Large seeded RILs (10 No)</th>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL039</bold>
</td>
<td valign="top" align="center">
<bold>39.20</bold>
<break/>
<bold>&#xb1; 1.368ab</bold>
</td>
<td valign="top" align="center">20.24<break/>&#xb1; 0.633bc</td>
<td valign="top" align="center">5.24<break/>&#xb1; 0.08b</td>
<td valign="top" align="center">4.94<break/>&#xb1; 0.123bcd</td>
<td valign="top" align="center">
<bold>0.942</bold>
<break/>
<bold>&#xb1; 0.019bcde</bold>
</td>
<td valign="top" align="center">0.941<break/>&#xb1; 0.016bcd</td>
<td valign="top" align="center">0.244<break/>&#xb1; 0.003i</td>
<td valign="top" align="center">0.0065<break/>&#xb1; 0.0001b</td>
<td valign="top" align="center">14.60<break/>&#xb1; 0.23bc</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL086</bold>
</td>
<td valign="top" align="center">37.43<break/>&#xb1; 2.71bc</td>
<td valign="top" align="center">
<bold>17.36</bold>
<break/>
<bold>&#xb1; 1.396f</bold>
</td>
<td valign="top" align="center">
<bold>4.90</bold>
<break/>
<bold>&#xb1; 0.156f</bold>
</td>
<td valign="top" align="center">
<bold>4.56</bold>
<break/>
<bold>&#xb1; 0.199f</bold>
</td>
<td valign="top" align="center">0.961<break/>&#xb1; 0.022e</td>
<td valign="top" align="center">
<bold>0.927</bold>
<break/>
<bold>&#xb1; 0.037d</bold>
</td>
<td valign="top" align="center">
<bold>0.340</bold>
<break/>
<bold>&#xb1; 0.009f</bold>
</td>
<td valign="top" align="center">
<bold>0.00616</bold>
<break/>
<bold>&#xb1; 0.00019f</bold>
</td>
<td valign="top" align="center">
<bold>13.47</bold>
<break/>
<bold>&#xb1; 0.463g</bold>
</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL087</bold>
</td>
<td valign="top" align="center">
<bold>34.70</bold>
<break/>
<bold>&#xb1; 0.608c</bold>
</td>
<td valign="top" align="center">18.30<break/>&#xb1; 0.889e</td>
<td valign="top" align="center">4.95<break/>&#xb1; 0.119ef</td>
<td valign="top" align="center">4.77<break/>&#xb1; 0.148e</td>
<td valign="top" align="center">0.964<break/>&#xb1; 0.019abc</td>
<td valign="top" align="center">0.961<break/>&#xb1; 0.017ab</td>
<td valign="top" align="center">0.261<break/>&#xb1; 0.006fg</td>
<td valign="top" align="center">0.006223<break/>&#xb1; 0.00015ef</td>
<td valign="top" align="center">13.77<break/>&#xb1; 0.332fg</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL097</bold>
</td>
<td valign="top" align="center">37.70<break/>&#xb1; 0.608bc</td>
<td valign="top" align="center">
<bold>20.82</bold>
<break/>
<bold>&#xb1; 0.737b</bold>
</td>
<td valign="top" align="center">
<bold>5.30</bold>
<break/>
<bold>&#xb1; 0.114b</bold>
</td>
<td valign="top" align="center">
<bold>5.05</bold>
<break/>
<bold>&#xb1; 0.117b</bold>
</td>
<td valign="top" align="center">0.952<break/>&#xb1; 0.025abcde</td>
<td valign="top" align="center">0.952<break/>&#xb1; 0.022abcd</td>
<td valign="top" align="center">
<bold>0.242</bold>
<break/>
<bold>&#xb1; 0.006i</bold>
</td>
<td valign="top" align="center">
<bold>0.006668</bold>
<break/>
<bold>&#xb1; 0.00014b</bold>
</td>
<td valign="top" align="center">
<bold>14.75</bold>
<break/>
<bold>&#xb1; 0.266b</bold>
</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL102</bold>
</td>
<td valign="top" align="center">39.16<break/>&#xb1; 1.607ab</td>
<td valign="top" align="center">18.73<break/>&#xb1; 0.614e</td>
<td valign="top" align="center">5.06<break/>&#xb1; 0.113cde</td>
<td valign="top" align="center">4.85<break/>&#xb1; 0.147de</td>
<td valign="top" align="center">0.958<break/>&#xb1; 0.035abcd</td>
<td valign="top" align="center">0.955<break/>&#xb1; 0.028abc</td>
<td valign="top" align="center">0.259<break/>&#xb1; 0.007fgh</td>
<td valign="top" align="center">0.006366<break/>&#xb1; 0.00014cde</td>
<td valign="top" align="center">14.27<break/>&#xb1; 0.391cde</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL107</bold>
</td>
<td valign="top" align="center">38.46<break/>&#xb1; 0.924abc</td>
<td valign="top" align="center">19.57<break/>&#xb1; 0.74cd</td>
<td valign="top" align="center">5.17<break/>&#xb1; 0.124bc</td>
<td valign="top" align="center">4.9<break/>&#xb1; 0.116cde</td>
<td valign="top" align="center">0.948<break/>&#xb1; 0.022abcde</td>
<td valign="top" align="center">0.946<break/>&#xb1; 0.023abcd</td>
<td valign="top" align="center">0.250<break/>&#xb1; 0.005ghi</td>
<td valign="top" align="center">0.006507<break/>&#xb1; 0.00016bc</td>
<td valign="top" align="center">14.27<break/>&#xb1; 0.25cde</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL108</bold>
</td>
<td valign="top" align="center">35.93<break/>&#xb1; 1.102bc</td>
<td valign="top" align="center">20.09<break/>&#xb1; 0.658bc</td>
<td valign="top" align="center">5.19<break/>&#xb1; 0.123bc</td>
<td valign="top" align="center">5.03<break/>&#xb1; 0.096bc</td>
<td valign="top" align="center">
<bold>0.968</bold>
<break/>
<bold>&#xb1; 0.016ab</bold>
</td>
<td valign="top" align="center">
<bold>0.968</bold>
<break/>
<bold>&#xb1; 0.014a</bold>
</td>
<td valign="top" align="center">0.250<break/>&#xb1; 0.005hi</td>
<td valign="top" align="center">0.006527<break/>&#xb1; 0.00015bc</td>
<td valign="top" align="center">14.43<break/>&#xb1; 0.272bcd</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL115</bold>
</td>
<td valign="top" align="center">35.73<break/>&#xb1; 1.419bc</td>
<td valign="top" align="center">18.92<break/>&#xb1; 0.902de</td>
<td valign="top" align="center">5.09<break/>&#xb1; 0.117cd</td>
<td valign="top" align="center">4.83<break/>&#xb1; 0.169de</td>
<td valign="top" align="center">0.949<break/>&#xb1; 0.029abcde</td>
<td valign="top" align="center">0.947<break/>&#xb1; 0.028abcd</td>
<td valign="top" align="center">0.255<break/>&#xb1; 0.006fgh</td>
<td valign="top" align="center">0.006396<break/>&#xb1; 0.00015cd</td>
<td valign="top" align="center">14.21<break/>&#xb1; 0.299de</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL133</bold>
</td>
<td valign="top" align="center">35.56<break/>&#xb1; 0.513bc</td>
<td valign="top" align="center">20.63<break/>&#xb1; 0.608b</td>
<td valign="top" align="center">5.28<break/>&#xb1; 0.086b</td>
<td valign="top" align="center">5.04<break/>&#xb1; 0.088bc</td>
<td valign="top" align="center">0.954<break/>&#xb1; 0.018abcde</td>
<td valign="top" align="center">0.953<break/>&#xb1; 0.018abcd</td>
<td valign="top" align="center">0.244<break/>&#xb1; 0.004i</td>
<td valign="top" align="center">0.006643<break/>&#xb1; 0.00011bde</td>
<td valign="top" align="center">14.67<break/>&#xb1; 0.269b</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL190</bold>
</td>
<td valign="top" align="center">36.43<break/>&#xb1; 0.512bc</td>
<td valign="top" align="center">18.83<break/>&#xb1; 0.794de</td>
<td valign="top" align="center">5.05<break/>&#xb1; 0.121de</td>
<td valign="top" align="center">4.83<break/>&#xb1; 0.104de</td>
<td valign="top" align="center">0.957<break/>&#xb1; 0.015abcde</td>
<td valign="top" align="center">0.959<break/>&#xb1; 0.016ab</td>
<td valign="top" align="center">0.256<break/>&#xb1; 0.006fgh</td>
<td valign="top" align="center">0.006344<break/>&#xb1; 0.00015de</td>
<td valign="top" align="center">13.98<break/>&#xb1; 0.349ef</td>
</tr>
<tr>
<th valign="top" colspan="10" align="center">Small seeded RILs (10 No)</th>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL005</bold>
</td>
<td valign="top" align="center">
<bold>20.1</bold>
<break/>
<bold>&#xb1; 1.85de</bold>
</td>
<td valign="top" align="center">
<bold>11.03</bold>
<break/>
<bold>&#xb1; 0.462 g</bold>
</td>
<td valign="top" align="center">
<bold>3.83</bold>
<break/>
<bold>&#xb1; 0.076g</bold>
</td>
<td valign="top" align="center">
<bold>3.71</bold>
<break/>
<bold>&#xb1; 0.112g</bold>
</td>
<td valign="top" align="center">
<bold>0.967</bold>
<break/>
<bold>&#xb1; 0.016abc</bold>
</td>
<td valign="top" align="center">0.968<break/>&#xb1; 0.014a</td>
<td valign="top" align="center">
<bold>0.336</bold>
<break/>
<bold>&#xb1; 0.0062e</bold>
</td>
<td valign="top" align="center">
<bold>0.00482</bold>
<break/>
<bold>&#xb1; 0.000096g</bold>
</td>
<td valign="top" align="center">
<bold>10.7</bold>
<break/>
<bold>&#xb1; 0.23h</bold>
</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL014</bold>
</td>
<td valign="top" align="center">18.13<break/>&#xb1; 1.026de</td>
<td valign="top" align="center">10.57<break/>&#xb1; 0.466gh</td>
<td valign="top" align="center">3.79<break/>&#xb1; 0.09ghi</td>
<td valign="top" align="center">3.60<break/>&#xb1; 0.089gh</td>
<td valign="top" align="center">0.947<break/>&#xb1; 0.026abcde</td>
<td valign="top" align="center">0.948<break/>&#xb1; 0.027abcd</td>
<td valign="top" align="center">0.341<break/>&#xb1; 0.0113de</td>
<td valign="top" align="center">0.004768<break/>&#xb1; 0.000113ghi</td>
<td valign="top" align="center">10.4<break/>&#xb1; 0.224hi</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL016</bold>
</td>
<td valign="top" align="center">17.03<break/>&#xb1; 1.002de</td>
<td valign="top" align="center">10.67<break/>&#xb1; 0.438gh</td>
<td valign="top" align="center">3.79<break/>&#xb1; 0.088ghi</td>
<td valign="top" align="center">3.64<break/>&#xb1; 0.098gh</td>
<td valign="top" align="center">0.960<break/>&#xb1; 0.023abcd</td>
<td valign="top" align="center">0.960<break/>&#xb1; 0.023ab</td>
<td valign="top" align="center">0.341<break/>&#xb1; 0.0085de</td>
<td valign="top" align="center">0.004763<break/>&#xb1; 0.000112ghi</td>
<td valign="top" align="center">10.52<break/>&#xb1; 0.222hi</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL064</bold>
</td>
<td valign="top" align="center">17.83<break/>&#xb1; 1.041de</td>
<td valign="top" align="center">9.57<break/>&#xb1; 0.309ij</td>
<td valign="top" align="center">3.60<break/>&#xb1; 0.079Jkl</td>
<td valign="top" align="center">3.42<break/>&#xb1; 0.076ij</td>
<td valign="top" align="center">0.950<break/>&#xb1; 0.027abcde</td>
<td valign="top" align="center">0.952<break/>&#xb1; 0.022abcd</td>
<td valign="top" align="center">0.357<break/>&#xb1; 0.0097bc</td>
<td valign="top" align="center">0.004526<break/>&#xb1; 0.0001jkl</td>
<td valign="top" align="center">10.01<break/>&#xb1; 0.184jkl</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL088</bold>
</td>
<td valign="top" align="center">17.3<break/>&#xb1; 0.608de</td>
<td valign="top" align="center">
<bold>8.88</bold>
<break/>
<bold>&#xb1; 0.481j</bold>
</td>
<td valign="top" align="center">
<bold>3.51</bold>
<break/>
<bold>&#xb1; 0.095l</bold>
</td>
<td valign="top" align="center">
<bold>3.28</bold>
<break/>
<bold>&#xb1; 0.113k</bold>
</td>
<td valign="top" align="center">
<bold>0.934</bold>
<break/>
<bold>&#xb1; 0.031de</bold>
</td>
<td valign="top" align="center">
<bold>0.93</bold>
<break/>
<bold>&#xb1; 0.033cd</bold>
</td>
<td valign="top" align="center">
<bold>0.369</bold>
<break/>
<bold>&#xb1; 0.0128a</bold>
</td>
<td valign="top" align="center">
<bold>0.004413</bold>
<break/>
<bold>&#xb1; 0.000121l</bold>
</td>
<td valign="top" align="center">9.79<break/>&#xb1; 0.319l</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL111</bold>
</td>
<td valign="top" align="center">18.6<break/>&#xb1; 1.637de</td>
<td valign="top" align="center">9.16<break/>&#xb1; 0.355j</td>
<td valign="top" align="center">3.55<break/>&#xb1; 0.085kl</td>
<td valign="top" align="center">3.36<break/>&#xb1; 0.079jk</td>
<td valign="top" align="center">0.940<break/>&#xb1; 0.029abcde</td>
<td valign="top" align="center">0.938<break/>&#xb1; 0.028bcd</td>
<td valign="top" align="center">0.367<break/>&#xb1; 0.011ab</td>
<td valign="top" align="center">0.004469<break/>&#xb1; 0.000107kl</td>
<td valign="top" align="center">9.89<break/>&#xb1; 0.263kl</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL117</bold>
</td>
<td valign="top" align="center">16.66<break/>&#xb1; 1.528e</td>
<td valign="top" align="center">9.23<break/>&#xb1; 0.483j</td>
<td valign="top" align="center">3.54<break/>&#xb1; 0.124kl</td>
<td valign="top" align="center">3.37<break/>&#xb1; 0.073jk</td>
<td valign="top" align="center">0.951<break/>&#xb1; 0.028abcde</td>
<td valign="top" align="center">0.951<break/>&#xb1; 0.023abcd</td>
<td valign="top" align="center">0.365<break/>&#xb1; 0.0137ab</td>
<td valign="top" align="center">0.004456<break/>&#xb1; 0.000156kl</td>
<td valign="top" align="center">
<bold>9.78</bold>
<break/>
<bold>&#xb1; 0.292l</bold>
</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL155</bold>
</td>
<td valign="top" align="center">17.13<break/>&#xb1; 1.026de</td>
<td valign="top" align="center">10.09<break/>&#xb1; 0.768hi</td>
<td valign="top" align="center">3.66<break/>&#xb1; 0.129ijk</td>
<td valign="top" align="center">3.55<break/>&#xb1; 0.146hi</td>
<td valign="top" align="center">0.9672<break/>&#xb1; 0.021ab</td>
<td valign="top" align="center">
<bold>0.97</bold>
<break/>
<bold>&#xb1; 0.017a</bold>
</td>
<td valign="top" align="center">0.352<break/>&#xb1; 0.0146c</td>
<td valign="top" align="center">0.004609<break/>&#xb1; 0.000162ijk</td>
<td valign="top" align="center">10.23<break/>&#xb1; 0.405ijk</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL160</bold>
</td>
<td valign="top" align="center">18.8<break/>&#xb1; 1.311de</td>
<td valign="top" align="center">10.13<break/>&#xb1; 0.449hi</td>
<td valign="top" align="center">3.69<break/>&#xb1; 0.085hij</td>
<td valign="top" align="center">3.56<break/>&#xb1; 0.083hi</td>
<td valign="top" align="center">0.963<break/>&#xb1; 0.015abc</td>
<td valign="top" align="center">0.962<break/>&#xb1; 0.015ab</td>
<td valign="top" align="center">0.351<break/>&#xb1; 0.008c</td>
<td valign="top" align="center">0.004647<break/>&#xb1; 0.000108hij</td>
<td valign="top" align="center">10.23<break/>&#xb1; 0.259ijk</td>
</tr>
<tr>
<td valign="top" align="center">
<bold>RIL169</bold>
</td>
<td valign="top" align="center">
<bold>16.16</bold>
<break/>
<bold>&#xb1; 0.289e</bold>
</td>
<td valign="top" align="center">10.3<break/>&#xb1; 0.431ghi</td>
<td valign="top" align="center">3.73<break/>&#xb1; 0.079ghi</td>
<td valign="top" align="center">3.58<break/>&#xb1; 0.072gh</td>
<td valign="top" align="center">0.960<break/>&#xb1; 0.014abcd</td>
<td valign="top" align="center">0.962<break/>&#xb1; 0.015ab</td>
<td valign="top" align="center">0.348<break/>&#xb1; 0.0091cd</td>
<td valign="top" align="center">0.004692<break/>&#xb1; 0.0001ghi</td>
<td valign="top" align="center">10.35<break/>&#xb1; 0.225hij</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_5">
<title>Values represent mean &#xb1; SD at P &#x2264; 0.05. Same lower-case letters within a column are not significantly different. The values in bold represent the higher and lower values.Validation of identified candidate genes in a RIL mapping population</title>
<p>Another mapping population (RIL; F<sub>3:4</sub>) which was derived from the cross between Globe mutant (1000 seed weight=13.6g) and L4775 (1000 seed weight=28.47g) was used for the validation. Two contrasting bulks using 20 extreme plants each for the seed weight (small seed bulk: 1000 seed weight=18.57g; bold seed bulk: 1000 seed weight=24.46g) along with a parent (Globe Mutant) was used for the whole genome resequencing (WGRS). Detailed sequence analysis could identify 90 SNPs/InDels for the four candidate genes as identified by the BLAC449 marker (<xref ref-type="supplementary-material" rid="SM5">
<bold>Table S5</bold>
</xref>).</p>
<p>For <italic>E3 ubiqutin ligase</italic> gene 03 SNPs was identified; whereas for <italic>TIFY-like protein</italic> gene, 34 SNPs and 01 InDel was identified and most of these showed modifier effect. Among the 20 SNPs and 02 InDels of <italic>Hexosyltransferase</italic> gene, one InDel showed disruptive inframe deletion with moderate effect while other SNPs showed mostly missense variant with moderate effect. Similarly, for the <italic>Ubiquitin carboxyl-terminal hydrolase</italic> gene we have identified 30 SNPs and most of these showed modifier effect (<xref ref-type="supplementary-material" rid="SM5">
<bold>Table S5</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<sec id="s4_1">
<title>BSA and identification of candidate genes regulating seed size trait in lentil</title>
<p>A total of 394 SSR diverse SSR primer pairs (<xref ref-type="bibr" rid="B49">Saha et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B29">Kaur et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B28">Jain et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B65">Verma et&#xa0;al., 2014</xref>) were used and 31 were found polymorphic, which is 7.9% of the total primers used. A similar level of polymorphism was also reported by previous workers (<xref ref-type="bibr" rid="B32">Kumar et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B56">Singh et&#xa0;al., 2019</xref>). Of all the polymorphic SSRs, only one (PBLAC449) could differentiate the small seed size bulk and the parent, while the large seed size bulk showed two bands. This kind of unique polymorphism pattern was not yet reported in the lentil. Detailed RIL analysis (188 No) using PBLAC449 marker showed that the region near the PBLAC449 marker, seems to regulate the small seed size trail while large seed size is being governed by more than one locus. Moreover, quantitative regulation of seed size trait is reported by a number of workers (<xref ref-type="bibr" rid="B16">Fedoruk et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B64">Verma et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B30">Khazaei et&#xa0;al., 2018</xref>).</p>
<p>To understand this unique type of banding pattern, and to find the chromosomal location of amplified product (tightly linked with the small seed size trait only); cloning, sequencing, and the comparative genomics approaches were used. The PCR amplified fragment was cloned, sequenced, and aligned to the recently released lentil reference genome (CDC Redberry Genome Assembly v2.0) (<xref ref-type="bibr" rid="B47">Ramsay et&#xa0;al., 2021</xref>). The PCR amplified product from PBALC449 got aligned at Luc.2RBY.Chr3:398437705.398441563 (+strand) on chromosome number 3 and is a PsbP domain protein-encoding gene (3859 bp) (<xref ref-type="supplementary-material" rid="SF5">
<bold>Figure S5</bold>
</xref>). Similarly, <xref ref-type="bibr" rid="B64">Verma et&#xa0;al. (2015)</xref> have identified three major QTLs for seed weight and seed size traits in lentils on LG4; while, <xref ref-type="bibr" rid="B16">Fedoruk et&#xa0;al. (2013)</xref> have identified three QTLs for seed diameter on LG1, 2, and 7 which together explained &gt;60% of the PVE and <xref ref-type="bibr" rid="B30">Khazaei et&#xa0;al. (2018)</xref> have identified two associated SNPs with seed diameter (<italic>viz</italic>. LcC09638p190 and LcC08798p992) on chromosomes 1 and 7, respectively. In addition, QTLs for seed weight (<xref ref-type="bibr" rid="B1">Abbo et&#xa0;al., 1991</xref>) and seed diameter (<xref ref-type="bibr" rid="B19">Fratini et&#xa0;al., 2007</xref>) are identified in lentils.</p>
<p>Further, to identify the candidate genes regulating small seed size trait near this marker (1.4 Mb region), we analyzed our RNA Seq data (<xref ref-type="bibr" rid="B13">Dutta et&#xa0;al., 2022</xref>). On the left side of the PBALC449 amplified region (0.6 Mb), three genes namely, E3 ubiquitin ligase (log2FC -1.582), hexosyltransferase (log2FC -2.474), and TIFY-like protein gene were found, while on the right side (0.7 Mb) a ubiquitin carboxyl-terminal hydrolase gene was found (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The E3 Ubiquitin ligase gene is known to have a role in controlling cell division (<xref ref-type="bibr" rid="B34">Li and Li, 2014</xref>); while the TIFY-like protein gene is having a role in regulating the process of plant development (<xref ref-type="bibr" rid="B21">Ge et&#xa0;al., 2016</xref>). Similarly, the hexosyltransferase gene is known to have a role in the regulation of xylan synthesis (<xref ref-type="bibr" rid="B41">Mortimer et&#xa0;al., 2010</xref>); while ubiquitin carboxyl-terminal hydrolase gene is required for periodic maintenance of the circadian clock (<xref ref-type="bibr" rid="B24">Hayama et&#xa0;al., 2019</xref>) and inflorescence architecture (<xref ref-type="bibr" rid="B70">Yang et&#xa0;al., 2007</xref>) in <italic>Arabidopsis</italic>.</p>
<p>
<xref ref-type="bibr" rid="B11">Domoney et&#xa0;al. (2006)</xref> reported two distinct phases during seed development in the legumes. In the first phase, cell division (in seeds) is dependent on embryo genotype having certain loci controlling the cotyledon cell number and is largely insensitive to environmental cues. Thus, this phase mainly controls the seed diameter and seed plumpness. The second phase regulates seed thickness <italic>via</italic> cell expansion, which is highly influenced by the environment and is mainly regulated by photosynthate partitioning loci. The seed size is reportedly influenced by both pre-anthesis and post-anthesis periods (<xref ref-type="bibr" rid="B22">Gupta et&#xa0;al., 2006</xref>) as these affect the amount of assimilates partitioned to the developing seeds (Pre-anthesis) and also the time for seed maturation (post-anthesis) which could alter the seed size. Flowering time and other flower morphology-related loci were also known to control the seed size in model legume crops (<xref ref-type="bibr" rid="B43">Ohto et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B25">He et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B67">Wang et&#xa0;al., 2012</xref>). In chickpea, a major flowering time gene, PPD, is reported to affect the seed weight, and early flowering results in reduced seed weight (<xref ref-type="bibr" rid="B27">Hovav et&#xa0;al., 2003</xref>). Validation results in another mapping population (Globe mutant &#xd7; L4775) using WGRS also confirmed the presence of SNPs and InDels in the four candidate genes. However, there is still a need to validate these candidate genes having a role in the seed size regulation, in different lentil genotypes for its ultimate application in the breeding program aiming for seed size improvement.</p>
</sec>
<sec id="s4_2">
<title>Seed biochemical parameters</title>
<p>Seed size and shape are regulated by the cell wall composition in lentils (<xref ref-type="bibr" rid="B13">Dutta et&#xa0;al., 2022</xref>). However, no other detailed report mentioning the relationship between the seed size and cell wall composition including cellulose, lignin, and xylose in lentils is known. The data of parents and the 10 extreme RILs for the cell wall composition in the mature seeds showed significant variations for parameters like FT-IR cellulose, FT-IR lignin, ABSL, xylan, and acetyl content (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). In small seeded RILs, in general, more of FT-IR cellulose (22.4 to 39.16%), FT-IR lignin (10.73 to 26.85%), ABSL (1.26 to 4.55%), xylose content (3.083 to 12.18 mg/g), acetyl content (4.02 to 10.23 mg/g) was recorded than the large-seeded RILs (FT-IR cellulose: 21.25 to 28.6%; FT-IR lignin: 11.16 to 15.4%; ABSL: 1.08 to 2.19%; xylose content: 2.22 to 7.15 mg/g; acetyl content: 2.01 to 6.14 mg/g). Overall, cellulose was recorded as the most abundant cell wall component in lentil seeds. Similarly, cellulose and hemicellulose such as galactomannan, mannan, and xyloglucan were found to play a crucial function in determining the shape and size of both developing and mature seeds (<xref ref-type="bibr" rid="B5">Buckeridge, 2010</xref>).</p>
<p>This study recorded up to 39.16% cellulose (FT-IR) in lentil seeds, whereas in different plant species nearly 40&#x2013;60% cellulose was reported (<xref ref-type="bibr" rid="B8">Costa and Plazanet, 2016</xref>). In the RILs, 10.73 to 26.85% lignin (FT-IR) was recorded whereas 5.13% mean lignin content was recorded in soybean seeds (<xref ref-type="bibr" rid="B31">Krzyzanowski et&#xa0;al., 2008</xref>), and genotypes having &gt;5% lignin in the seed coat were less prone to mechanical damage (<xref ref-type="bibr" rid="B2">Alvarez et&#xa0;al., 1997</xref>). The presence of more lignin in lentil seeds over soybean may be due to the presence of more colored compounds in the lentil seed coat (<xref ref-type="bibr" rid="B13">Dutta et&#xa0;al., 2022</xref>). Xylose and xyloglucan are considered important seed storage polysaccharides, especially in developing seeds (<xref ref-type="bibr" rid="B5">Buckeridge, 2010</xref>). The studied lentil genotypes showed 2.22 to 12.18 mg/g xylose content, whereas 3.5&#x2013;4.5% (dry weight basis) acetyl&#x2013;xylose content was recorded in the hardwoods (<xref ref-type="bibr" rid="B60">Teleman et&#xa0;al., 2002</xref>). Acetyl content in the range of 2.01 to 10.23 mg/g was recorded in the studied RILs. Differential seed sizes in different genotypes might be due to the different levels of polysaccharides acetylation which seems to affect their water solubility, interactions with cellulose, and various other physicochemical properties (<xref ref-type="bibr" rid="B6">Busse-Wicher et&#xa0;al., 2014</xref>).</p>
<p>RNA-seq results of <xref ref-type="bibr" rid="B13">Dutta et&#xa0;al. (2022)</xref> identified various cell wall-associated GO terms and also the differential expression of xyloglucan endotransglucosylase encoding gene, suggesting their involvement in the cell wall synthesis during seed development in lentils, and similar results were also recorded in soybean (<xref ref-type="bibr" rid="B12">Du et&#xa0;al., 2017</xref>). Overall, a higher value for almost all the studied cell wall components for small-seeded lentil genotype (L830) over large-seeded (L4602) genotype needs further detailed stage-specific investigations.</p>
</sec>
<sec id="s4_3">
<title>Characterization of lentil genotypes using VideometerLab 4.0 for various seed parameters</title>
<p>In general, seed size in lentils is mostly determined using a very crude method of measuring 100 or 1000 seed weight (<xref ref-type="bibr" rid="B62">Tullu et&#xa0;al., 2001</xref>). Even in soybean, seed shape parameters are measured using a caliper (<xref ref-type="bibr" rid="B69">Xu et&#xa0;al., 2011</xref>), while in chickpeas <xref ref-type="bibr" rid="B26">Hossain et&#xa0;al. (2010)</xref> used seed sizing using graded sieves for determining the seed size and shape. By this, it is impossible to determine the seed thickness or seed plumpness (<xref ref-type="bibr" rid="B13">Dutta et&#xa0;al., 2022</xref>). However, in this study, VideometerLab 4.0 instrument was used to measure various seed parameters like area, length, width, width/length, compactness, width/area, volume, and perimeter of all the RILs (188 No) and its parents. Most of the studied parameters showed significant variations for the studied genotypes (<xref ref-type="supplementary-material" rid="SM4">
<bold>Table S4</bold>
</xref>). For large seeded RILs and parents, 1000 seed weight (34.7 to 42.13 g), area (17.36 to 22.59 mm<sup>2</sup>), seed length (4.9 to 5.57 mm), seed width (4.56 to 5.24 mm), and seed perimeter (13.47 to 15.47 mm) were found significantly more than the small seeded RILs including parent (1000 seed weight: 16.16 to 20.90 g, area: 8.88 to 11.03 mm<sup>2</sup>, seed length: 3.51 to 3.83 mm, seed width: 3.28 to 3.71 mm, and seed perimeter: 9.78 to 10.7 mm). Similarly, <xref ref-type="bibr" rid="B54">Shahin et&#xa0;al. (2012)</xref> used cameras and captured the 3-dimensional lentil seed images and measured the seed plumpness; while <xref ref-type="bibr" rid="B52">Shahin and Symons (2001)</xref> deployed computer-aided two-dimensional imaging to measure the diameter of lentil seeds. Similarly, previous studies also demonstrated huge variations for various seed parameters in lentils (<xref ref-type="bibr" rid="B62">Tullu et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B61">Tripathi et&#xa0;al., 2022</xref>). Thus, the use of VideometerLab was found very precise, quick, and easy method for the determination of several seed parameters.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusions</title>
<p>Results of the study have conclusively shown the importance of the maker PBLAC449 in the identification of genotypes having small seed size in lentils. In addition, the region identified on chromosome 03, needs more critical attention for the validation of genes regulating the seed size trait in lentils. The cell wall composition including cellulose, xylan, etc. was extensively analyzed, using wet chemistry methods and FT-IR to understand the association between cell extensibility and the seed size in lentils. Compared to any other method, the use of VideometerLab 4.0 was found very effective, easy, and quick, and should be used for the measurement of various essential seed parameters in lentils. Thus, the information generated in this study has paved the way for further in-depth analysis of the factors governing seed size in lentils including the development of genotypes having customized seed sizes.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>
<bold>Conceptualization</bold>: GM, HKD, SG, and SK; <bold>methodology</bold>: HD, SM, SS, MA, MT, SD, PP, AK, KT, and RK; <bold>formal analysis:</bold> HD, SM, DV, DM, and AS; <bold>resources</bold>: GM, SK, and HKD; <bold>data curation</bold>: HKD and GM; <bold>writing&#x2014;original draft preparation</bold>: HD, GM, and HKD; <bold>writing&#x2014;review and editing</bold>: HKD, GM, SG, and SK; <bold>supervision</bold>: GM and HKD. 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>The work was supported and funded by the Indian Council of Agricultural Research (ICAR) and the International Center for Agricultural Research in the Dry Areas (ICARDA).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>Technical support received from Mr. Dilip Kumar and the access to VideometerLab 4.0 instrument given by Mr. Bharatkumar Mathuradas Davda, Founder, Tara International (Vadodara, Gujarat) at ICAR-IARI, New Delhi is duly acknowledged.</p>
</ack>
<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.2023.1091432/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1091432/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.jpeg" id="SF1" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;1</label>
<caption>
<p>Seed size variation among parents (L4602 and L830) and the 10 extreme RILs for large and small seed size.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_2.jpeg" id="SF2" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;2</label>
<caption>
<p>A representative gel pictures showing results of parental polymorphism between L4602 and L830 for various SSR markers. Where 1. is L4602 and 2. is L830</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_3.jpeg" id="SF3" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;3</label>
<caption>
<p>BLAST for sequence from large seeded parent (L4602) (149 bp).</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_4.jpeg" id="SF4" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;4</label>
<caption>
<p>BLAST for sequence from small seeded parent (L830) (131 bp; due to 18 bp deletion at two places).</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_5.jpeg" id="SF5" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;5</label>
<caption>
<p>Identified position of the SSR (PBALC 449) in the lentil genome (Chromosome 3).</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_6.jpeg" id="SF6" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;6</label>
<caption>
<p>Sequnce similarity of the marker (PBALC449) with the relative sp. It is showing most similarity to <italic>Medicago truncatula</italic>, followed by <italic>Cicer arietinum</italic>.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_7.jpeg" id="SF7" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;7</label>
<caption>
<p>Representative image of eight lentil RIL genotypes, captured by VideometerLab 4.0 at two wavelengths (590 and 850 nm) for further seed parameter analysis.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Image_8.jpeg" id="SF8" mimetype="image/jpeg">
<label>Supplementary Figure&#xa0;8</label>
<caption>
<p>Image of the lentil genotypes (L830 and L4602) captured by VideometerLab 4.0 at 19 wavelengths (375 to 970 nm) for further seed parameter analysis.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_2.docx" id="SM2" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_3.docx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_4.docx" id="SM4" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_5.docx" id="SM5" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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