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Identification of Genetic Loci for Rice Seedling Mesocotyl Elongation in Both Natural and Artificial Segregating Populations
Mesocotyl elongation of rice seedlings is a key trait for deep sowing tolerance and well seedling establishment in dry direct sowing rice (DDSR) production. Subsets of the Rice Diversity Panel 1 (RDP1, 294 accessions) and Hanyou 73 (HY73) recombinant inbred line (RIL) population (312 lines) were scr...
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Published in: | Plants (Basel) 2023-07, Vol.12 (14), p.2743 |
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creator | Feng, Fangjun Ma, Xiaosong Yan, Ming Zhang, Hong Mei, Daoliang Fan, Peiqing Xu, Xiaoyan Wei, Chunlong Lou, Qiaojun Li, Tianfei Liu, Hongyan Luo, Lijun Mei, Hanwei |
description | Mesocotyl elongation of rice seedlings is a key trait for deep sowing tolerance and well seedling establishment in dry direct sowing rice (DDSR) production. Subsets of the Rice Diversity Panel 1 (RDP1, 294 accessions) and Hanyou 73 (HY73) recombinant inbred line (RIL) population (312 lines) were screened for mesocotyl length (ML) via dark germination. Six RDP1 accessions (Phudugey, Kasalath, CA902B21, Surjamkuhi, Djimoron, and Goria) had an ML longer than 10 cm, with the other 19 accessions being over 4 cm. A GWAS in RDP1 detected 118 associated SNPs on all 12 chromosomes using a threshold of FDR-adjusted
< 0.05, including 11 SNPs on chromosomes 1, 4, 5, 7, 10, and 12 declared by -log
(
) > 5.868 as the Bonferroni-corrected threshold. Using phenotypic data of three successive trials and a high-density bin map from resequencing genotypic data, four to six QTLs were detected on chromosomes 1, 2, 5, 6, and 10, including three loci repeatedly mapped for ML from two or three replicated trials. Candidate genes were predicted from the chromosomal regions covered by the associated LD blocks and the confidence intervals (CIs) of QTLs and partially validated by the dynamic RNA-seq data in the mesocotyl along different periods of light exposure. Potential strategies of donor parent selection for seedling establishment in DDSR breeding were discussed. |
doi_str_mv | 10.3390/plants12142743 |
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< 0.05, including 11 SNPs on chromosomes 1, 4, 5, 7, 10, and 12 declared by -log
(
) > 5.868 as the Bonferroni-corrected threshold. Using phenotypic data of three successive trials and a high-density bin map from resequencing genotypic data, four to six QTLs were detected on chromosomes 1, 2, 5, 6, and 10, including three loci repeatedly mapped for ML from two or three replicated trials. Candidate genes were predicted from the chromosomal regions covered by the associated LD blocks and the confidence intervals (CIs) of QTLs and partially validated by the dynamic RNA-seq data in the mesocotyl along different periods of light exposure. Potential strategies of donor parent selection for seedling establishment in DDSR breeding were discussed.</description><identifier>ISSN: 2223-7747</identifier><identifier>EISSN: 2223-7747</identifier><identifier>DOI: 10.3390/plants12142743</identifier><identifier>PMID: 37514357</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Aquatic plants ; Chromosomes ; Confidence intervals ; Crop production ; Cultivars ; Drought ; dry direct sowing rice (DDSR) ; Elongation ; Gene loci ; Genetic aspects ; Genomes ; Germination ; Germplasm ; Growth ; GWAS ; Identification and classification ; Inbreeding ; linkage mapping ; mesocotyl elongation ; Oryza sativa L ; Quantitative trait loci ; Rice ; Seedlings ; Seeds ; Single-nucleotide polymorphism</subject><ispartof>Plants (Basel), 2023-07, Vol.12 (14), p.2743</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 by the authors. 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c586t-7f10738ea7350ad1ff258f8221b14f5f8bcce8bc87dced68ac9494ddeaf188253</citedby><cites>FETCH-LOGICAL-c586t-7f10738ea7350ad1ff258f8221b14f5f8bcce8bc87dced68ac9494ddeaf188253</cites><orcidid>0000-0001-6713-3623 ; 0000-0003-4167-5074</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2843102260/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2843102260?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25731,27901,27902,36989,36990,44566,53766,53768,74869</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37514357$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Feng, Fangjun</creatorcontrib><creatorcontrib>Ma, Xiaosong</creatorcontrib><creatorcontrib>Yan, Ming</creatorcontrib><creatorcontrib>Zhang, Hong</creatorcontrib><creatorcontrib>Mei, Daoliang</creatorcontrib><creatorcontrib>Fan, Peiqing</creatorcontrib><creatorcontrib>Xu, Xiaoyan</creatorcontrib><creatorcontrib>Wei, Chunlong</creatorcontrib><creatorcontrib>Lou, Qiaojun</creatorcontrib><creatorcontrib>Li, Tianfei</creatorcontrib><creatorcontrib>Liu, Hongyan</creatorcontrib><creatorcontrib>Luo, Lijun</creatorcontrib><creatorcontrib>Mei, Hanwei</creatorcontrib><title>Identification of Genetic Loci for Rice Seedling Mesocotyl Elongation in Both Natural and Artificial Segregating Populations</title><title>Plants (Basel)</title><addtitle>Plants (Basel)</addtitle><description>Mesocotyl elongation of rice seedlings is a key trait for deep sowing tolerance and well seedling establishment in dry direct sowing rice (DDSR) production. Subsets of the Rice Diversity Panel 1 (RDP1, 294 accessions) and Hanyou 73 (HY73) recombinant inbred line (RIL) population (312 lines) were screened for mesocotyl length (ML) via dark germination. Six RDP1 accessions (Phudugey, Kasalath, CA902B21, Surjamkuhi, Djimoron, and Goria) had an ML longer than 10 cm, with the other 19 accessions being over 4 cm. A GWAS in RDP1 detected 118 associated SNPs on all 12 chromosomes using a threshold of FDR-adjusted
< 0.05, including 11 SNPs on chromosomes 1, 4, 5, 7, 10, and 12 declared by -log
(
) > 5.868 as the Bonferroni-corrected threshold. Using phenotypic data of three successive trials and a high-density bin map from resequencing genotypic data, four to six QTLs were detected on chromosomes 1, 2, 5, 6, and 10, including three loci repeatedly mapped for ML from two or three replicated trials. Candidate genes were predicted from the chromosomal regions covered by the associated LD blocks and the confidence intervals (CIs) of QTLs and partially validated by the dynamic RNA-seq data in the mesocotyl along different periods of light exposure. Potential strategies of donor parent selection for seedling establishment in DDSR breeding were discussed.</description><subject>Aquatic plants</subject><subject>Chromosomes</subject><subject>Confidence intervals</subject><subject>Crop production</subject><subject>Cultivars</subject><subject>Drought</subject><subject>dry direct sowing rice (DDSR)</subject><subject>Elongation</subject><subject>Gene loci</subject><subject>Genetic aspects</subject><subject>Genomes</subject><subject>Germination</subject><subject>Germplasm</subject><subject>Growth</subject><subject>GWAS</subject><subject>Identification and classification</subject><subject>Inbreeding</subject><subject>linkage mapping</subject><subject>mesocotyl elongation</subject><subject>Oryza sativa L</subject><subject>Quantitative trait loci</subject><subject>Rice</subject><subject>Seedlings</subject><subject>Seeds</subject><subject>Single-nucleotide polymorphism</subject><issn>2223-7747</issn><issn>2223-7747</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkl1v0zAUhiMEYtPYLZfIEjdw0eGPJHauUJnGqFQ-tMK15drHmavU7mwHMYkfj9uOsaLFke3Y7_s45_hU1UuCzxjr8LvNoHxOhJKa8po9qY4ppWzCec2fPpgfVacprXB5RHlJ-7w6YrwhNWv4cfV7ZsBnZ51W2QWPgkWX4CE7jeZBO2RDRFdOA1oAmMH5Hn2GFHTItwO6GILv9zbn0YeQr9EXlceoBqS8QdO447ryuYA-wlZa_N_CZhx2rvSiembVkOD0bjypfny8-H7-aTL_ejk7n84nuhFtnnBLMGcCFGcNVoZYSxthBaVkSWrbWLHUGkonuNFgWqF0V3e1MaAsEYI27KSa7bkmqJXcRLdW8VYG5eRuIcReqvKzegCJSd01HekMMazGuOtE2xgFnWqFFrQzhfV-z9qMyzWUA30uAR9AD3e8u5Z9-CkJZqJpRVsIb-4IMdyMkLJcu6RhKJcJYUySirrGghHCi_T1f9JVGKMvudqqGMGUtvifqlclAudtKAfrLVRO-TYYzHZJOHtEVZqBtdPBg3Vl_cDw9sBQNBl-5V6NKcnZ4upRuI4hpQj2PiEEy22tysNaLYZXD9N4L_9bmewPdiPkiA</recordid><startdate>20230701</startdate><enddate>20230701</enddate><creator>Feng, Fangjun</creator><creator>Ma, Xiaosong</creator><creator>Yan, Ming</creator><creator>Zhang, Hong</creator><creator>Mei, Daoliang</creator><creator>Fan, Peiqing</creator><creator>Xu, Xiaoyan</creator><creator>Wei, Chunlong</creator><creator>Lou, Qiaojun</creator><creator>Li, Tianfei</creator><creator>Liu, Hongyan</creator><creator>Luo, Lijun</creator><creator>Mei, Hanwei</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>3V.</scope><scope>7SN</scope><scope>7SS</scope><scope>7T7</scope><scope>7X2</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M0K</scope><scope>M7P</scope><scope>P64</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-6713-3623</orcidid><orcidid>https://orcid.org/0000-0003-4167-5074</orcidid></search><sort><creationdate>20230701</creationdate><title>Identification of Genetic Loci for Rice Seedling Mesocotyl Elongation in Both Natural and Artificial Segregating Populations</title><author>Feng, Fangjun ; Ma, Xiaosong ; Yan, Ming ; Zhang, Hong ; Mei, Daoliang ; Fan, Peiqing ; Xu, Xiaoyan ; Wei, Chunlong ; Lou, Qiaojun ; Li, Tianfei ; Liu, Hongyan ; Luo, Lijun ; Mei, Hanwei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c586t-7f10738ea7350ad1ff258f8221b14f5f8bcce8bc87dced68ac9494ddeaf188253</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Aquatic plants</topic><topic>Chromosomes</topic><topic>Confidence intervals</topic><topic>Crop production</topic><topic>Cultivars</topic><topic>Drought</topic><topic>dry direct sowing rice (DDSR)</topic><topic>Elongation</topic><topic>Gene loci</topic><topic>Genetic aspects</topic><topic>Genomes</topic><topic>Germination</topic><topic>Germplasm</topic><topic>Growth</topic><topic>GWAS</topic><topic>Identification and classification</topic><topic>Inbreeding</topic><topic>linkage mapping</topic><topic>mesocotyl elongation</topic><topic>Oryza sativa L</topic><topic>Quantitative trait loci</topic><topic>Rice</topic><topic>Seedlings</topic><topic>Seeds</topic><topic>Single-nucleotide polymorphism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Feng, Fangjun</creatorcontrib><creatorcontrib>Ma, Xiaosong</creatorcontrib><creatorcontrib>Yan, Ming</creatorcontrib><creatorcontrib>Zhang, Hong</creatorcontrib><creatorcontrib>Mei, Daoliang</creatorcontrib><creatorcontrib>Fan, Peiqing</creatorcontrib><creatorcontrib>Xu, Xiaoyan</creatorcontrib><creatorcontrib>Wei, Chunlong</creatorcontrib><creatorcontrib>Lou, Qiaojun</creatorcontrib><creatorcontrib>Li, Tianfei</creatorcontrib><creatorcontrib>Liu, Hongyan</creatorcontrib><creatorcontrib>Luo, Lijun</creatorcontrib><creatorcontrib>Mei, Hanwei</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Science (Gale in Context)</collection><collection>ProQuest Central (Corporate)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Agricultural Science Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Biological Sciences</collection><collection>Agriculture Science Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Plants (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Feng, Fangjun</au><au>Ma, Xiaosong</au><au>Yan, Ming</au><au>Zhang, Hong</au><au>Mei, Daoliang</au><au>Fan, Peiqing</au><au>Xu, Xiaoyan</au><au>Wei, Chunlong</au><au>Lou, Qiaojun</au><au>Li, Tianfei</au><au>Liu, Hongyan</au><au>Luo, Lijun</au><au>Mei, Hanwei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of Genetic Loci for Rice Seedling Mesocotyl Elongation in Both Natural and Artificial Segregating Populations</atitle><jtitle>Plants (Basel)</jtitle><addtitle>Plants (Basel)</addtitle><date>2023-07-01</date><risdate>2023</risdate><volume>12</volume><issue>14</issue><spage>2743</spage><pages>2743-</pages><issn>2223-7747</issn><eissn>2223-7747</eissn><abstract>Mesocotyl elongation of rice seedlings is a key trait for deep sowing tolerance and well seedling establishment in dry direct sowing rice (DDSR) production. Subsets of the Rice Diversity Panel 1 (RDP1, 294 accessions) and Hanyou 73 (HY73) recombinant inbred line (RIL) population (312 lines) were screened for mesocotyl length (ML) via dark germination. Six RDP1 accessions (Phudugey, Kasalath, CA902B21, Surjamkuhi, Djimoron, and Goria) had an ML longer than 10 cm, with the other 19 accessions being over 4 cm. A GWAS in RDP1 detected 118 associated SNPs on all 12 chromosomes using a threshold of FDR-adjusted
< 0.05, including 11 SNPs on chromosomes 1, 4, 5, 7, 10, and 12 declared by -log
(
) > 5.868 as the Bonferroni-corrected threshold. Using phenotypic data of three successive trials and a high-density bin map from resequencing genotypic data, four to six QTLs were detected on chromosomes 1, 2, 5, 6, and 10, including three loci repeatedly mapped for ML from two or three replicated trials. Candidate genes were predicted from the chromosomal regions covered by the associated LD blocks and the confidence intervals (CIs) of QTLs and partially validated by the dynamic RNA-seq data in the mesocotyl along different periods of light exposure. Potential strategies of donor parent selection for seedling establishment in DDSR breeding were discussed.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>37514357</pmid><doi>10.3390/plants12142743</doi><orcidid>https://orcid.org/0000-0001-6713-3623</orcidid><orcidid>https://orcid.org/0000-0003-4167-5074</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aquatic plants Chromosomes Confidence intervals Crop production Cultivars Drought dry direct sowing rice (DDSR) Elongation Gene loci Genetic aspects Genomes Germination Germplasm Growth GWAS Identification and classification Inbreeding linkage mapping mesocotyl elongation Oryza sativa L Quantitative trait loci Rice Seedlings Seeds Single-nucleotide polymorphism |
title | Identification of Genetic Loci for Rice Seedling Mesocotyl Elongation in Both Natural and Artificial Segregating Populations |
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