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Comparative SNP and haplotype analysis reveals a higher genetic diversity and rapider LD decay in tropical than temperate germplasm in maize
Understanding of genetic diversity and linkage disequilibrium (LD) decay in diverse maize germplasm is fundamentally important for maize improvement. A total of 287 tropical and 160 temperate inbred lines were genotyped with 1943 single nucleotide polymorphism (SNP) markers of high quality and compa...
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creator | Lu, Yanli Shah, Trushar Hao, Zhuanfang Taba, Suketoshi Zhang, Shihuang Gao, Shibin Liu, Jian Cao, Moju Wang, Jing Prakash, A Bhanu Rong, Tingzhao Xu, Yunbi |
description | Understanding of genetic diversity and linkage disequilibrium (LD) decay in diverse maize germplasm is fundamentally important for maize improvement. A total of 287 tropical and 160 temperate inbred lines were genotyped with 1943 single nucleotide polymorphism (SNP) markers of high quality and compared for genetic diversity and LD decay using the SNPs and their haplotypes developed from genic and intergenic regions. Intronic SNPs revealed a substantial higher variation than exonic SNPs. The big window size haplotypes (3-SNP slide-window covering 2160 kb on average) revealed much higher genetic diversity than the 10 kb-window and gene-window haplotypes. The polymorphic information content values revealed by the haplotypes (0.436-0.566) were generally much higher than individual SNPs (0.247-0.259). Cluster analysis classified the 447 maize lines into two major groups, corresponding to temperate and tropical types. The level of genetic diversity and subpopulation structure were associated with the germplasm origin and post-domestication selection. Compared to temperate lines, the tropical lines had a much higher level of genetic diversity with no significant subpopulation structure identified. Significant variation in LD decay distance (2-100 kb) was found across the genome, chromosomal regions and germplasm groups. The average of LD decay distance (10-100 kb) in the temperate germplasm was two to ten times larger than that in the tropical germplasm (5-10 kb). In conclusion, tropical maize not only host high genetic diversity that can be exploited for future plant breeding, but also show rapid LD decay that provides more opportunity for selection. |
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A total of 287 tropical and 160 temperate inbred lines were genotyped with 1943 single nucleotide polymorphism (SNP) markers of high quality and compared for genetic diversity and LD decay using the SNPs and their haplotypes developed from genic and intergenic regions. Intronic SNPs revealed a substantial higher variation than exonic SNPs. The big window size haplotypes (3-SNP slide-window covering 2160 kb on average) revealed much higher genetic diversity than the 10 kb-window and gene-window haplotypes. The polymorphic information content values revealed by the haplotypes (0.436-0.566) were generally much higher than individual SNPs (0.247-0.259). Cluster analysis classified the 447 maize lines into two major groups, corresponding to temperate and tropical types. The level of genetic diversity and subpopulation structure were associated with the germplasm origin and post-domestication selection. Compared to temperate lines, the tropical lines had a much higher level of genetic diversity with no significant subpopulation structure identified. Significant variation in LD decay distance (2-100 kb) was found across the genome, chromosomal regions and germplasm groups. The average of LD decay distance (10-100 kb) in the temperate germplasm was two to ten times larger than that in the tropical germplasm (5-10 kb). In conclusion, tropical maize not only host high genetic diversity that can be exploited for future plant breeding, but also show rapid LD decay that provides more opportunity for selection.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0024861</identifier><identifier>PMID: 21949770</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Analysis ; Asthma ; Biodiversity ; Bioinformatics ; Biology ; Chromosomes, Plant - genetics ; Cluster analysis ; Corn ; Crop science ; Decay ; Domestication ; Gene polymorphism ; Genes ; Genetic aspects ; Genetic diversity ; Genome, Plant - genetics ; Genomes ; Genomics ; Germplasm ; Haplotypes ; Haplotypes - genetics ; Host plants ; Inbreeding ; Laboratories ; Linkage disequilibrium ; Linkage Disequilibrium - genetics ; Phylogenetics ; Plant breeding ; Polymorphism ; Polymorphism, Single Nucleotide - genetics ; Population ; Population Dynamics ; Seeds - genetics ; Single nucleotide polymorphisms ; Single-nucleotide polymorphism ; Tropical Climate ; Wheat ; Zea mays - genetics</subject><ispartof>PloS one, 2011-09, Vol.6 (9), p.e24861-e24861</ispartof><rights>COPYRIGHT 2011 Public Library of Science</rights><rights>2011 Lu et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Lu et al. 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c691t-91e529368a24e0a7e039387fe7de77fff1876c2f6b95fece0aae03dc401e90023</citedby><cites>FETCH-LOGICAL-c691t-91e529368a24e0a7e039387fe7de77fff1876c2f6b95fece0aae03dc401e90023</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1308525979/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1308525979?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21949770$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Ingvarsson, Pär K.</contributor><creatorcontrib>Lu, Yanli</creatorcontrib><creatorcontrib>Shah, Trushar</creatorcontrib><creatorcontrib>Hao, Zhuanfang</creatorcontrib><creatorcontrib>Taba, Suketoshi</creatorcontrib><creatorcontrib>Zhang, Shihuang</creatorcontrib><creatorcontrib>Gao, Shibin</creatorcontrib><creatorcontrib>Liu, Jian</creatorcontrib><creatorcontrib>Cao, Moju</creatorcontrib><creatorcontrib>Wang, Jing</creatorcontrib><creatorcontrib>Prakash, A Bhanu</creatorcontrib><creatorcontrib>Rong, Tingzhao</creatorcontrib><creatorcontrib>Xu, Yunbi</creatorcontrib><title>Comparative SNP and haplotype analysis reveals a higher genetic diversity and rapider LD decay in tropical than temperate germplasm in maize</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Understanding of genetic diversity and linkage disequilibrium (LD) decay in diverse maize germplasm is fundamentally important for maize improvement. A total of 287 tropical and 160 temperate inbred lines were genotyped with 1943 single nucleotide polymorphism (SNP) markers of high quality and compared for genetic diversity and LD decay using the SNPs and their haplotypes developed from genic and intergenic regions. Intronic SNPs revealed a substantial higher variation than exonic SNPs. The big window size haplotypes (3-SNP slide-window covering 2160 kb on average) revealed much higher genetic diversity than the 10 kb-window and gene-window haplotypes. The polymorphic information content values revealed by the haplotypes (0.436-0.566) were generally much higher than individual SNPs (0.247-0.259). Cluster analysis classified the 447 maize lines into two major groups, corresponding to temperate and tropical types. The level of genetic diversity and subpopulation structure were associated with the germplasm origin and post-domestication selection. Compared to temperate lines, the tropical lines had a much higher level of genetic diversity with no significant subpopulation structure identified. Significant variation in LD decay distance (2-100 kb) was found across the genome, chromosomal regions and germplasm groups. The average of LD decay distance (10-100 kb) in the temperate germplasm was two to ten times larger than that in the tropical germplasm (5-10 kb). In conclusion, tropical maize not only host high genetic diversity that can be exploited for future plant breeding, but also show rapid LD decay that provides more opportunity for selection.</description><subject>Analysis</subject><subject>Asthma</subject><subject>Biodiversity</subject><subject>Bioinformatics</subject><subject>Biology</subject><subject>Chromosomes, Plant - genetics</subject><subject>Cluster analysis</subject><subject>Corn</subject><subject>Crop science</subject><subject>Decay</subject><subject>Domestication</subject><subject>Gene polymorphism</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genetic diversity</subject><subject>Genome, Plant - genetics</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Germplasm</subject><subject>Haplotypes</subject><subject>Haplotypes - genetics</subject><subject>Host plants</subject><subject>Inbreeding</subject><subject>Laboratories</subject><subject>Linkage disequilibrium</subject><subject>Linkage Disequilibrium - genetics</subject><subject>Phylogenetics</subject><subject>Plant breeding</subject><subject>Polymorphism</subject><subject>Polymorphism, Single Nucleotide - genetics</subject><subject>Population</subject><subject>Population Dynamics</subject><subject>Seeds - genetics</subject><subject>Single nucleotide polymorphisms</subject><subject>Single-nucleotide polymorphism</subject><subject>Tropical Climate</subject><subject>Wheat</subject><subject>Zea mays - genetics</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNk8-O0zAQxiMEYpeFN0AQCQnEoSW20zi-IK3Kv0oVi1jgak2dSeNVEgfbrSjPwEMz3XZXLdoDysGx_fu-8Yw9SfKUZWMmJHtz5Va-h3Y8uB7HWcbzsmD3klOmBB8VPBP3D_5PkkchXGXZRJRF8TA54UzlSsrsNPkzdd0AHqJdY3r5-UsKfZU2MLQubgakGbSbYEPqcY3QhhTSxi4b9OkSe4zWpBUJfbBxc630MNiKdufv0goNbFLbp9G7wRpo09gAzbAbkOIhOfhuaCF0W6gD-xsfJw9qCoJP9uNZ8v3D-2_TT6P5xcfZ9Hw-MoVicaQYTrgSRQk8xwwkZkKJUtYoK5SyrmtWysLwulioSY2GECCkMnnGUFGlxFnyfOdLaQa9L2TQTGTlhE-UVETMdkTl4EoP3nbgN9qB1dcLzi81eEq_Ra0UW9QMDJMccoWgGJWd5byGyhiRI3m93UdbLTqsDPbRQ3tkerzT20Yv3VoLJnMuJBm82ht493OFIerOBoNtCz26VdClyksmOGdEvviHvDu5PbUEOr_ta0dhzdZTn-eyKKVS5YSo8R0UfRV21tCjqy2tHwleHwmIifgrLmEVgp5dfv1_9uLHMfvygG3oGcYmuHYVrevDMZjvQONdCB7r2xqzTG975qYaetszet8zJHt2eD-3opsmEX8Bvr4T3w</recordid><startdate>20110915</startdate><enddate>20110915</enddate><creator>Lu, Yanli</creator><creator>Shah, Trushar</creator><creator>Hao, Zhuanfang</creator><creator>Taba, Suketoshi</creator><creator>Zhang, Shihuang</creator><creator>Gao, Shibin</creator><creator>Liu, Jian</creator><creator>Cao, Moju</creator><creator>Wang, Jing</creator><creator>Prakash, A Bhanu</creator><creator>Rong, Tingzhao</creator><creator>Xu, Yunbi</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20110915</creationdate><title>Comparative SNP and haplotype analysis reveals a higher genetic diversity and rapider LD decay in tropical than temperate germplasm in maize</title><author>Lu, Yanli ; Shah, Trushar ; Hao, Zhuanfang ; Taba, Suketoshi ; Zhang, Shihuang ; Gao, Shibin ; Liu, Jian ; Cao, Moju ; Wang, Jing ; Prakash, A Bhanu ; Rong, Tingzhao ; Xu, Yunbi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c691t-91e529368a24e0a7e039387fe7de77fff1876c2f6b95fece0aae03dc401e90023</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Analysis</topic><topic>Asthma</topic><topic>Biodiversity</topic><topic>Bioinformatics</topic><topic>Biology</topic><topic>Chromosomes, Plant - genetics</topic><topic>Cluster analysis</topic><topic>Corn</topic><topic>Crop science</topic><topic>Decay</topic><topic>Domestication</topic><topic>Gene polymorphism</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Genetic diversity</topic><topic>Genome, Plant - genetics</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Germplasm</topic><topic>Haplotypes</topic><topic>Haplotypes - genetics</topic><topic>Host plants</topic><topic>Inbreeding</topic><topic>Laboratories</topic><topic>Linkage disequilibrium</topic><topic>Linkage Disequilibrium - genetics</topic><topic>Phylogenetics</topic><topic>Plant breeding</topic><topic>Polymorphism</topic><topic>Polymorphism, Single Nucleotide - genetics</topic><topic>Population</topic><topic>Population Dynamics</topic><topic>Seeds - genetics</topic><topic>Single nucleotide polymorphisms</topic><topic>Single-nucleotide polymorphism</topic><topic>Tropical Climate</topic><topic>Wheat</topic><topic>Zea mays - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lu, Yanli</creatorcontrib><creatorcontrib>Shah, Trushar</creatorcontrib><creatorcontrib>Hao, Zhuanfang</creatorcontrib><creatorcontrib>Taba, Suketoshi</creatorcontrib><creatorcontrib>Zhang, Shihuang</creatorcontrib><creatorcontrib>Gao, Shibin</creatorcontrib><creatorcontrib>Liu, Jian</creatorcontrib><creatorcontrib>Cao, Moju</creatorcontrib><creatorcontrib>Wang, Jing</creatorcontrib><creatorcontrib>Prakash, A Bhanu</creatorcontrib><creatorcontrib>Rong, Tingzhao</creatorcontrib><creatorcontrib>Xu, Yunbi</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>ProQuest Nursing and Allied Health Journals</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - 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A total of 287 tropical and 160 temperate inbred lines were genotyped with 1943 single nucleotide polymorphism (SNP) markers of high quality and compared for genetic diversity and LD decay using the SNPs and their haplotypes developed from genic and intergenic regions. Intronic SNPs revealed a substantial higher variation than exonic SNPs. The big window size haplotypes (3-SNP slide-window covering 2160 kb on average) revealed much higher genetic diversity than the 10 kb-window and gene-window haplotypes. The polymorphic information content values revealed by the haplotypes (0.436-0.566) were generally much higher than individual SNPs (0.247-0.259). Cluster analysis classified the 447 maize lines into two major groups, corresponding to temperate and tropical types. The level of genetic diversity and subpopulation structure were associated with the germplasm origin and post-domestication selection. Compared to temperate lines, the tropical lines had a much higher level of genetic diversity with no significant subpopulation structure identified. Significant variation in LD decay distance (2-100 kb) was found across the genome, chromosomal regions and germplasm groups. The average of LD decay distance (10-100 kb) in the temperate germplasm was two to ten times larger than that in the tropical germplasm (5-10 kb). In conclusion, tropical maize not only host high genetic diversity that can be exploited for future plant breeding, but also show rapid LD decay that provides more opportunity for selection.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>21949770</pmid><doi>10.1371/journal.pone.0024861</doi><tpages>e24861</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Asthma Biodiversity Bioinformatics Biology Chromosomes, Plant - genetics Cluster analysis Corn Crop science Decay Domestication Gene polymorphism Genes Genetic aspects Genetic diversity Genome, Plant - genetics Genomes Genomics Germplasm Haplotypes Haplotypes - genetics Host plants Inbreeding Laboratories Linkage disequilibrium Linkage Disequilibrium - genetics Phylogenetics Plant breeding Polymorphism Polymorphism, Single Nucleotide - genetics Population Population Dynamics Seeds - genetics Single nucleotide polymorphisms Single-nucleotide polymorphism Tropical Climate Wheat Zea mays - genetics |
title | Comparative SNP and haplotype analysis reveals a higher genetic diversity and rapider LD decay in tropical than temperate germplasm in maize |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T19%3A42%3A03IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_plos_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Comparative%20SNP%20and%20haplotype%20analysis%20reveals%20a%20higher%20genetic%20diversity%20and%20rapider%20LD%20decay%20in%20tropical%20than%20temperate%20germplasm%20in%20maize&rft.jtitle=PloS%20one&rft.au=Lu,%20Yanli&rft.date=2011-09-15&rft.volume=6&rft.issue=9&rft.spage=e24861&rft.epage=e24861&rft.pages=e24861-e24861&rft.issn=1932-6203&rft.eissn=1932-6203&rft_id=info:doi/10.1371/journal.pone.0024861&rft_dat=%3Cgale_plos_%3EA476879985%3C/gale_plos_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c691t-91e529368a24e0a7e039387fe7de77fff1876c2f6b95fece0aae03dc401e90023%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1308525979&rft_id=info:pmid/21949770&rft_galeid=A476879985&rfr_iscdi=true |