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Analysis of genetic diversity, population structure and linkage disequilibrium in Iranian wheat landraces using SSR markers
Population structure and linkage disequilibrium (LD) were investigated in a set of 395 bread wheat landraces including 154 spring, 193 winter, two facultative wheat and 46 unknown growth type collected from different geographical regions of Iran. A total of 53 microsatellite markers distributed in t...
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Published in: | Plant genetic resources: characterization and utilization 2017-08, Vol.15 (4), p.327-334 |
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creator | Zarei Abbasabad, Elham Mohammadi, Seyed Abolghasem Moghaddam, Mohammad Jalal Kamali, Mohammad Reza |
description | Population structure and linkage disequilibrium (LD) were investigated in a set of 395 bread wheat landraces including 154 spring, 193 winter, two facultative wheat and 46 unknown growth type collected from different geographical regions of Iran. A total of 53 microsatellite markers distributed in three genomes of wheat were assayed for polymorphism. The 312 polymorphic alleles were served to estimate population structure and analyse the genome-wide LD. The number of alleles ranged from 2 to 18 with an average of 5.89 alleles/locus. Mean of polymorphic information content was 0.6 with a range of 0.15–0.86 and gene diversity varied from 0.16 to 0.88 with an average of 0.64. The population of landraces was highly structured and based on distance-and model-based cluster analyses the 395 landraces were assigned into eight subpopulations: SG1–SG8. Population structure estimates based on simple sequence repeat (SSR) marker data were quantified in a Q matrix and used in calculation of LD between pair of markers. A low overall LD level found in 12–13% (166) of the SSR marker pairs showed significant pairwise LD in r
2 ≥ 0.01 and P ≤ 0.001 and six pair showed r
2 ≥ 0.05 with P ≤ 0.001. LD clearly decays within the genetic distance of 40–60 cM with r
2 ~ 0.05. The results of this study should provide valuable information for future association mapping using this wheat collection. |
doi_str_mv | 10.1017/S1479262115000684 |
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2 ≥ 0.01 and P ≤ 0.001 and six pair showed r
2 ≥ 0.05 with P ≤ 0.001. LD clearly decays within the genetic distance of 40–60 cM with r
2 ~ 0.05. The results of this study should provide valuable information for future association mapping using this wheat collection.</description><identifier>ISSN: 1479-2621</identifier><identifier>EISSN: 1479-263X</identifier><identifier>DOI: 10.1017/S1479262115000684</identifier><language>eng</language><publisher>Cambridge, UK: Cambridge University Press</publisher><subject>Alleles ; Assaying ; Biotechnology ; Bread ; Colleges & universities ; Corn ; Decay ; Deoxyribonucleic acid ; DNA ; Gene loci ; Gene mapping ; Genetic distance ; Genetic diversity ; Genetic markers ; Genomes ; Genomics ; Genotype & phenotype ; Germplasm ; Information dissemination ; Linkage disequilibrium ; Mapping ; Markers ; Microsatellites ; Polymorphism ; Population ; Population genetics ; Population structure ; Software ; Spring (season) ; Subpopulations ; Wheat ; Winter</subject><ispartof>Plant genetic resources: characterization and utilization, 2017-08, Vol.15 (4), p.327-334</ispartof><rights>Copyright © NIAB 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c317t-659ab55b5f252a77082258a222f6fb8f27894337e4227ceef0032febe9a868ef3</citedby><cites>FETCH-LOGICAL-c317t-659ab55b5f252a77082258a222f6fb8f27894337e4227ceef0032febe9a868ef3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.cambridge.org/core/product/identifier/S1479262115000684/type/journal_article$$EHTML$$P50$$Gcambridge$$H</linktohtml><link.rule.ids>314,777,781,27905,27906,72709</link.rule.ids></links><search><creatorcontrib>Zarei Abbasabad, Elham</creatorcontrib><creatorcontrib>Mohammadi, Seyed Abolghasem</creatorcontrib><creatorcontrib>Moghaddam, Mohammad</creatorcontrib><creatorcontrib>Jalal Kamali, Mohammad Reza</creatorcontrib><title>Analysis of genetic diversity, population structure and linkage disequilibrium in Iranian wheat landraces using SSR markers</title><title>Plant genetic resources: characterization and utilization</title><addtitle>Plant Genet. Resour</addtitle><description>Population structure and linkage disequilibrium (LD) were investigated in a set of 395 bread wheat landraces including 154 spring, 193 winter, two facultative wheat and 46 unknown growth type collected from different geographical regions of Iran. A total of 53 microsatellite markers distributed in three genomes of wheat were assayed for polymorphism. The 312 polymorphic alleles were served to estimate population structure and analyse the genome-wide LD. The number of alleles ranged from 2 to 18 with an average of 5.89 alleles/locus. Mean of polymorphic information content was 0.6 with a range of 0.15–0.86 and gene diversity varied from 0.16 to 0.88 with an average of 0.64. The population of landraces was highly structured and based on distance-and model-based cluster analyses the 395 landraces were assigned into eight subpopulations: SG1–SG8. Population structure estimates based on simple sequence repeat (SSR) marker data were quantified in a Q matrix and used in calculation of LD between pair of markers. A low overall LD level found in 12–13% (166) of the SSR marker pairs showed significant pairwise LD in r
2 ≥ 0.01 and P ≤ 0.001 and six pair showed r
2 ≥ 0.05 with P ≤ 0.001. LD clearly decays within the genetic distance of 40–60 cM with r
2 ~ 0.05. The results of this study should provide valuable information for future association mapping using this wheat collection.</description><subject>Alleles</subject><subject>Assaying</subject><subject>Biotechnology</subject><subject>Bread</subject><subject>Colleges & universities</subject><subject>Corn</subject><subject>Decay</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>Gene loci</subject><subject>Gene mapping</subject><subject>Genetic distance</subject><subject>Genetic diversity</subject><subject>Genetic markers</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genotype & phenotype</subject><subject>Germplasm</subject><subject>Information dissemination</subject><subject>Linkage disequilibrium</subject><subject>Mapping</subject><subject>Markers</subject><subject>Microsatellites</subject><subject>Polymorphism</subject><subject>Population</subject><subject>Population genetics</subject><subject>Population structure</subject><subject>Software</subject><subject>Spring (season)</subject><subject>Subpopulations</subject><subject>Wheat</subject><subject>Winter</subject><issn>1479-2621</issn><issn>1479-263X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp1kN9LwzAQx4soOKd_gG8BX50m16ZJH8fwx2AgOAXfStpdarYu7ZJUGf7zdmyIID7dcXy-d_f9RtElozeMMnE7Z4nIIAXGOKU0lclRNNiNRpDGb8c_PbDT6Mz7JaXAheCD6GtsVb31xpNGkwotBlOShflA503YXpO2abtaBdNY4oPrytA5JMouSG3sSlXYsx43nalN4Uy3JsaSqVPWKEs-31EFUvewUyV60nljKzKfP5O1cqv-wHl0olXt8eJQh9Hr_d3L5HE0e3qYTsazURkzEUYpz1TBecE1cFBCUAnApQIAnepCahAyS-JYYAIgSkRNaQwaC8yUTCXqeBhd7fe2rtl06EO-bDrX-_Y5y1iWABMy7Sm2p0rXeO9Q560z_afbnNF8l3H-J-NeEx80at37X1T4a_W_qm8Es3_l</recordid><startdate>201708</startdate><enddate>201708</enddate><creator>Zarei Abbasabad, Elham</creator><creator>Mohammadi, Seyed Abolghasem</creator><creator>Moghaddam, Mohammad</creator><creator>Jalal Kamali, Mohammad Reza</creator><general>Cambridge University Press</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X2</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</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>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>RC3</scope></search><sort><creationdate>201708</creationdate><title>Analysis of genetic diversity, population structure and linkage disequilibrium in Iranian wheat landraces using SSR markers</title><author>Zarei Abbasabad, Elham ; Mohammadi, Seyed Abolghasem ; Moghaddam, Mohammad ; Jalal Kamali, Mohammad Reza</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c317t-659ab55b5f252a77082258a222f6fb8f27894337e4227ceef0032febe9a868ef3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Alleles</topic><topic>Assaying</topic><topic>Biotechnology</topic><topic>Bread</topic><topic>Colleges & universities</topic><topic>Corn</topic><topic>Decay</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>Gene loci</topic><topic>Gene mapping</topic><topic>Genetic distance</topic><topic>Genetic diversity</topic><topic>Genetic markers</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genotype & phenotype</topic><topic>Germplasm</topic><topic>Information dissemination</topic><topic>Linkage disequilibrium</topic><topic>Mapping</topic><topic>Markers</topic><topic>Microsatellites</topic><topic>Polymorphism</topic><topic>Population</topic><topic>Population genetics</topic><topic>Population structure</topic><topic>Software</topic><topic>Spring (season)</topic><topic>Subpopulations</topic><topic>Wheat</topic><topic>Winter</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zarei Abbasabad, Elham</creatorcontrib><creatorcontrib>Mohammadi, Seyed Abolghasem</creatorcontrib><creatorcontrib>Moghaddam, Mohammad</creatorcontrib><creatorcontrib>Jalal Kamali, Mohammad Reza</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</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 One Sustainability</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>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Agriculture Science Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Genetics Abstracts</collection><jtitle>Plant genetic resources: characterization and utilization</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zarei Abbasabad, Elham</au><au>Mohammadi, Seyed Abolghasem</au><au>Moghaddam, Mohammad</au><au>Jalal Kamali, Mohammad Reza</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of genetic diversity, population structure and linkage disequilibrium in Iranian wheat landraces using SSR markers</atitle><jtitle>Plant genetic resources: characterization and utilization</jtitle><addtitle>Plant Genet. Resour</addtitle><date>2017-08</date><risdate>2017</risdate><volume>15</volume><issue>4</issue><spage>327</spage><epage>334</epage><pages>327-334</pages><issn>1479-2621</issn><eissn>1479-263X</eissn><abstract>Population structure and linkage disequilibrium (LD) were investigated in a set of 395 bread wheat landraces including 154 spring, 193 winter, two facultative wheat and 46 unknown growth type collected from different geographical regions of Iran. A total of 53 microsatellite markers distributed in three genomes of wheat were assayed for polymorphism. The 312 polymorphic alleles were served to estimate population structure and analyse the genome-wide LD. The number of alleles ranged from 2 to 18 with an average of 5.89 alleles/locus. Mean of polymorphic information content was 0.6 with a range of 0.15–0.86 and gene diversity varied from 0.16 to 0.88 with an average of 0.64. The population of landraces was highly structured and based on distance-and model-based cluster analyses the 395 landraces were assigned into eight subpopulations: SG1–SG8. Population structure estimates based on simple sequence repeat (SSR) marker data were quantified in a Q matrix and used in calculation of LD between pair of markers. A low overall LD level found in 12–13% (166) of the SSR marker pairs showed significant pairwise LD in r
2 ≥ 0.01 and P ≤ 0.001 and six pair showed r
2 ≥ 0.05 with P ≤ 0.001. LD clearly decays within the genetic distance of 40–60 cM with r
2 ~ 0.05. The results of this study should provide valuable information for future association mapping using this wheat collection.</abstract><cop>Cambridge, UK</cop><pub>Cambridge University Press</pub><doi>10.1017/S1479262115000684</doi><tpages>8</tpages></addata></record> |
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subjects | Alleles Assaying Biotechnology Bread Colleges & universities Corn Decay Deoxyribonucleic acid DNA Gene loci Gene mapping Genetic distance Genetic diversity Genetic markers Genomes Genomics Genotype & phenotype Germplasm Information dissemination Linkage disequilibrium Mapping Markers Microsatellites Polymorphism Population Population genetics Population structure Software Spring (season) Subpopulations Wheat Winter |
title | Analysis of genetic diversity, population structure and linkage disequilibrium in Iranian wheat landraces using SSR markers |
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