Genetic Diversity and Population Structure of Cowpea [ Vigna unguiculata (L.) Walp.] Germplasm Collected from Togo Based on DArT Markers
Crop genetic diversity is a sine qua non for continuous progress in the development of improved varieties, hence the need for germplasm collection, conservation and characterization. Over the years, cowpea has contributed immensely to the nutrition and economic life of the people in Togo. However, t...
Gespeichert in:
Veröffentlicht in: | Genes 2021-09, Vol.12 (9), p.1451 |
---|---|
Hauptverfasser: | , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | 9 |
container_start_page | 1451 |
container_title | Genes |
container_volume | 12 |
creator | Gbedevi, Kodjo M Boukar, Ousmane Ishikawa, Haruki Abe, Ayodeji Ongom, Patrick O Unachukwu, Nnanna Rabbi, Ismail Fatokun, Christian |
description | Crop genetic diversity is a sine qua non for continuous progress in the development of improved varieties, hence the need for germplasm collection, conservation and characterization. Over the years, cowpea has contributed immensely to the nutrition and economic life of the people in Togo. However, the bulk of varieties grown by farmers are landraces due to the absence of any serious genetic improvement activity on cowpea in the country. In this study, the genetic diversity and population structure of 255 cowpea accessions collected from five administrative regions and the agricultural research institute of Togo were assessed using 4600 informative diversity array technology (DArT) markers. Among the regions, the polymorphic information content (PIC) ranged from 0.19 to 0.27 with a mean value of 0.25. The expected heterozygosity (He) varied from 0.22 to 0.34 with a mean value of 0.31, while the observed heterozygosity (Ho) varied from 0.03 to 0.07 with an average of 0.05. The average inbreeding coefficient (F
) varied from 0.78 to 0.89 with a mean value of 0.83, suggesting that most of the accessions are inbred. Cluster analysis and population structure identified four groups with each comprising accessions from the six different sources. Weak to moderate differentiation was observed among the populations with a genetic differentiation index varying from 0.014 to 0.117. Variation was highest (78%) among accessions within populations and lowest between populations (7%). These results revealed a moderate level of diversity among the Togo cowpea germplasm. The findings of this study constitute a foundation for genetic improvement of cowpea in Togo. |
doi_str_mv | 10.3390/genes12091451 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8465771</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2576411727</sourcerecordid><originalsourceid>FETCH-LOGICAL-c382t-8fd0ab9c96f8cee15bf431fc71127f3748562805c929e948766b1fd9235639ce3</originalsourceid><addsrcrecordid>eNpVkU1PFTEUhhsiAQIs3ZombnQxl35OpxsTuOiV5BpNvMqCmKa3047FmenYdjD8A3-2JSCBbtqT8_Q5J3kBeInRglKJTjo72oQJkphxvAMOCBK0YozwF0_e--A4pWtUDkMEIb4H9injgjJKD8DfVVFkb-C5v7Ex-XwL9djCL2Gae519GOHXHGeT52hhcHAZ_kxWwyv43XejhvPYzd7ckRq-WS_ewkvdT4sfcGXjMPU6DeVD31uTbQtdDAPchC7AM51KXdTnp3EDP-n4q0w-ArtO98keP9yH4NuH95vlx2r9eXWxPF1XhjYkV41rkd5KI2vXGGsx3zpGsTMCYyIcFazhNWkQN5JIK1kj6nqLXSsJ5TWVxtJD8O7eO83bwbbGjjnqXk3RDzreqqC9et4Z_U_VhRvVsJoLgYvg9YMght-zTVldhzmOZWdFuKgZxoKIQlX3lIkhpWjd4wSM1F126ll2hX_1dK1H-n9S9B_G1pXt</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2576411727</pqid></control><display><type>article</type><title>Genetic Diversity and Population Structure of Cowpea [ Vigna unguiculata (L.) Walp.] Germplasm Collected from Togo Based on DArT Markers</title><source>MEDLINE</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central Open Access</source><source>MDPI - Multidisciplinary Digital Publishing Institute</source><source>PubMed Central</source><creator>Gbedevi, Kodjo M ; Boukar, Ousmane ; Ishikawa, Haruki ; Abe, Ayodeji ; Ongom, Patrick O ; Unachukwu, Nnanna ; Rabbi, Ismail ; Fatokun, Christian</creator><creatorcontrib>Gbedevi, Kodjo M ; Boukar, Ousmane ; Ishikawa, Haruki ; Abe, Ayodeji ; Ongom, Patrick O ; Unachukwu, Nnanna ; Rabbi, Ismail ; Fatokun, Christian</creatorcontrib><description>Crop genetic diversity is a sine qua non for continuous progress in the development of improved varieties, hence the need for germplasm collection, conservation and characterization. Over the years, cowpea has contributed immensely to the nutrition and economic life of the people in Togo. However, the bulk of varieties grown by farmers are landraces due to the absence of any serious genetic improvement activity on cowpea in the country. In this study, the genetic diversity and population structure of 255 cowpea accessions collected from five administrative regions and the agricultural research institute of Togo were assessed using 4600 informative diversity array technology (DArT) markers. Among the regions, the polymorphic information content (PIC) ranged from 0.19 to 0.27 with a mean value of 0.25. The expected heterozygosity (He) varied from 0.22 to 0.34 with a mean value of 0.31, while the observed heterozygosity (Ho) varied from 0.03 to 0.07 with an average of 0.05. The average inbreeding coefficient (F
) varied from 0.78 to 0.89 with a mean value of 0.83, suggesting that most of the accessions are inbred. Cluster analysis and population structure identified four groups with each comprising accessions from the six different sources. Weak to moderate differentiation was observed among the populations with a genetic differentiation index varying from 0.014 to 0.117. Variation was highest (78%) among accessions within populations and lowest between populations (7%). These results revealed a moderate level of diversity among the Togo cowpea germplasm. The findings of this study constitute a foundation for genetic improvement of cowpea in Togo.</description><identifier>ISSN: 2073-4425</identifier><identifier>EISSN: 2073-4425</identifier><identifier>DOI: 10.3390/genes12091451</identifier><identifier>PMID: 34573433</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Agricultural production ; DNA methylation ; Domestication ; Food security ; Genetic diversity ; Genetic Variation ; Genetics, Population ; Genomes ; Germplasm ; Heterozygosity ; Inbreeding ; Morphology ; Phylogeny ; Polymorphism ; Polymorphism, Single Nucleotide ; Population ; Population genetics ; Population structure ; Seed Bank ; Seeds ; Togo ; Vigna - genetics ; Vigna unguiculata</subject><ispartof>Genes, 2021-09, Vol.12 (9), p.1451</ispartof><rights>2021 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>2021 by the authors. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c382t-8fd0ab9c96f8cee15bf431fc71127f3748562805c929e948766b1fd9235639ce3</citedby><cites>FETCH-LOGICAL-c382t-8fd0ab9c96f8cee15bf431fc71127f3748562805c929e948766b1fd9235639ce3</cites><orcidid>0000-0002-5303-3602 ; 0000-0001-9966-2941 ; 0000-0002-2141-8524 ; 0000-0003-0234-4264 ; 0000-0001-6215-2622 ; 0000-0002-6173-8311 ; 0000-0003-2701-2477 ; 0000-0002-8428-7939</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465771/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465771/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34573433$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gbedevi, Kodjo M</creatorcontrib><creatorcontrib>Boukar, Ousmane</creatorcontrib><creatorcontrib>Ishikawa, Haruki</creatorcontrib><creatorcontrib>Abe, Ayodeji</creatorcontrib><creatorcontrib>Ongom, Patrick O</creatorcontrib><creatorcontrib>Unachukwu, Nnanna</creatorcontrib><creatorcontrib>Rabbi, Ismail</creatorcontrib><creatorcontrib>Fatokun, Christian</creatorcontrib><title>Genetic Diversity and Population Structure of Cowpea [ Vigna unguiculata (L.) Walp.] Germplasm Collected from Togo Based on DArT Markers</title><title>Genes</title><addtitle>Genes (Basel)</addtitle><description>Crop genetic diversity is a sine qua non for continuous progress in the development of improved varieties, hence the need for germplasm collection, conservation and characterization. Over the years, cowpea has contributed immensely to the nutrition and economic life of the people in Togo. However, the bulk of varieties grown by farmers are landraces due to the absence of any serious genetic improvement activity on cowpea in the country. In this study, the genetic diversity and population structure of 255 cowpea accessions collected from five administrative regions and the agricultural research institute of Togo were assessed using 4600 informative diversity array technology (DArT) markers. Among the regions, the polymorphic information content (PIC) ranged from 0.19 to 0.27 with a mean value of 0.25. The expected heterozygosity (He) varied from 0.22 to 0.34 with a mean value of 0.31, while the observed heterozygosity (Ho) varied from 0.03 to 0.07 with an average of 0.05. The average inbreeding coefficient (F
) varied from 0.78 to 0.89 with a mean value of 0.83, suggesting that most of the accessions are inbred. Cluster analysis and population structure identified four groups with each comprising accessions from the six different sources. Weak to moderate differentiation was observed among the populations with a genetic differentiation index varying from 0.014 to 0.117. Variation was highest (78%) among accessions within populations and lowest between populations (7%). These results revealed a moderate level of diversity among the Togo cowpea germplasm. The findings of this study constitute a foundation for genetic improvement of cowpea in Togo.</description><subject>Agricultural production</subject><subject>DNA methylation</subject><subject>Domestication</subject><subject>Food security</subject><subject>Genetic diversity</subject><subject>Genetic Variation</subject><subject>Genetics, Population</subject><subject>Genomes</subject><subject>Germplasm</subject><subject>Heterozygosity</subject><subject>Inbreeding</subject><subject>Morphology</subject><subject>Phylogeny</subject><subject>Polymorphism</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Population</subject><subject>Population genetics</subject><subject>Population structure</subject><subject>Seed Bank</subject><subject>Seeds</subject><subject>Togo</subject><subject>Vigna - genetics</subject><subject>Vigna unguiculata</subject><issn>2073-4425</issn><issn>2073-4425</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNpVkU1PFTEUhhsiAQIs3ZombnQxl35OpxsTuOiV5BpNvMqCmKa3047FmenYdjD8A3-2JSCBbtqT8_Q5J3kBeInRglKJTjo72oQJkphxvAMOCBK0YozwF0_e--A4pWtUDkMEIb4H9injgjJKD8DfVVFkb-C5v7Ex-XwL9djCL2Gae519GOHXHGeT52hhcHAZ_kxWwyv43XejhvPYzd7ckRq-WS_ewkvdT4sfcGXjMPU6DeVD31uTbQtdDAPchC7AM51KXdTnp3EDP-n4q0w-ArtO98keP9yH4NuH95vlx2r9eXWxPF1XhjYkV41rkd5KI2vXGGsx3zpGsTMCYyIcFazhNWkQN5JIK1kj6nqLXSsJ5TWVxtJD8O7eO83bwbbGjjnqXk3RDzreqqC9et4Z_U_VhRvVsJoLgYvg9YMght-zTVldhzmOZWdFuKgZxoKIQlX3lIkhpWjd4wSM1F126ll2hX_1dK1H-n9S9B_G1pXt</recordid><startdate>20210920</startdate><enddate>20210920</enddate><creator>Gbedevi, Kodjo M</creator><creator>Boukar, Ousmane</creator><creator>Ishikawa, Haruki</creator><creator>Abe, Ayodeji</creator><creator>Ongom, Patrick O</creator><creator>Unachukwu, Nnanna</creator><creator>Rabbi, Ismail</creator><creator>Fatokun, Christian</creator><general>MDPI AG</general><general>MDPI</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>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</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>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-5303-3602</orcidid><orcidid>https://orcid.org/0000-0001-9966-2941</orcidid><orcidid>https://orcid.org/0000-0002-2141-8524</orcidid><orcidid>https://orcid.org/0000-0003-0234-4264</orcidid><orcidid>https://orcid.org/0000-0001-6215-2622</orcidid><orcidid>https://orcid.org/0000-0002-6173-8311</orcidid><orcidid>https://orcid.org/0000-0003-2701-2477</orcidid><orcidid>https://orcid.org/0000-0002-8428-7939</orcidid></search><sort><creationdate>20210920</creationdate><title>Genetic Diversity and Population Structure of Cowpea [ Vigna unguiculata (L.) Walp.] Germplasm Collected from Togo Based on DArT Markers</title><author>Gbedevi, Kodjo M ; Boukar, Ousmane ; Ishikawa, Haruki ; Abe, Ayodeji ; Ongom, Patrick O ; Unachukwu, Nnanna ; Rabbi, Ismail ; Fatokun, Christian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c382t-8fd0ab9c96f8cee15bf431fc71127f3748562805c929e948766b1fd9235639ce3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Agricultural production</topic><topic>DNA methylation</topic><topic>Domestication</topic><topic>Food security</topic><topic>Genetic diversity</topic><topic>Genetic Variation</topic><topic>Genetics, Population</topic><topic>Genomes</topic><topic>Germplasm</topic><topic>Heterozygosity</topic><topic>Inbreeding</topic><topic>Morphology</topic><topic>Phylogeny</topic><topic>Polymorphism</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Population</topic><topic>Population genetics</topic><topic>Population structure</topic><topic>Seed Bank</topic><topic>Seeds</topic><topic>Togo</topic><topic>Vigna - genetics</topic><topic>Vigna unguiculata</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gbedevi, Kodjo M</creatorcontrib><creatorcontrib>Boukar, Ousmane</creatorcontrib><creatorcontrib>Ishikawa, Haruki</creatorcontrib><creatorcontrib>Abe, Ayodeji</creatorcontrib><creatorcontrib>Ongom, Patrick O</creatorcontrib><creatorcontrib>Unachukwu, Nnanna</creatorcontrib><creatorcontrib>Rabbi, Ismail</creatorcontrib><creatorcontrib>Fatokun, Christian</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</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>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</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>ProQuest Central China</collection><collection>Genetics Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Genes</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gbedevi, Kodjo M</au><au>Boukar, Ousmane</au><au>Ishikawa, Haruki</au><au>Abe, Ayodeji</au><au>Ongom, Patrick O</au><au>Unachukwu, Nnanna</au><au>Rabbi, Ismail</au><au>Fatokun, Christian</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genetic Diversity and Population Structure of Cowpea [ Vigna unguiculata (L.) Walp.] Germplasm Collected from Togo Based on DArT Markers</atitle><jtitle>Genes</jtitle><addtitle>Genes (Basel)</addtitle><date>2021-09-20</date><risdate>2021</risdate><volume>12</volume><issue>9</issue><spage>1451</spage><pages>1451-</pages><issn>2073-4425</issn><eissn>2073-4425</eissn><abstract>Crop genetic diversity is a sine qua non for continuous progress in the development of improved varieties, hence the need for germplasm collection, conservation and characterization. Over the years, cowpea has contributed immensely to the nutrition and economic life of the people in Togo. However, the bulk of varieties grown by farmers are landraces due to the absence of any serious genetic improvement activity on cowpea in the country. In this study, the genetic diversity and population structure of 255 cowpea accessions collected from five administrative regions and the agricultural research institute of Togo were assessed using 4600 informative diversity array technology (DArT) markers. Among the regions, the polymorphic information content (PIC) ranged from 0.19 to 0.27 with a mean value of 0.25. The expected heterozygosity (He) varied from 0.22 to 0.34 with a mean value of 0.31, while the observed heterozygosity (Ho) varied from 0.03 to 0.07 with an average of 0.05. The average inbreeding coefficient (F
) varied from 0.78 to 0.89 with a mean value of 0.83, suggesting that most of the accessions are inbred. Cluster analysis and population structure identified four groups with each comprising accessions from the six different sources. Weak to moderate differentiation was observed among the populations with a genetic differentiation index varying from 0.014 to 0.117. Variation was highest (78%) among accessions within populations and lowest between populations (7%). These results revealed a moderate level of diversity among the Togo cowpea germplasm. The findings of this study constitute a foundation for genetic improvement of cowpea in Togo.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>34573433</pmid><doi>10.3390/genes12091451</doi><orcidid>https://orcid.org/0000-0002-5303-3602</orcidid><orcidid>https://orcid.org/0000-0001-9966-2941</orcidid><orcidid>https://orcid.org/0000-0002-2141-8524</orcidid><orcidid>https://orcid.org/0000-0003-0234-4264</orcidid><orcidid>https://orcid.org/0000-0001-6215-2622</orcidid><orcidid>https://orcid.org/0000-0002-6173-8311</orcidid><orcidid>https://orcid.org/0000-0003-2701-2477</orcidid><orcidid>https://orcid.org/0000-0002-8428-7939</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2073-4425 |
ispartof | Genes, 2021-09, Vol.12 (9), p.1451 |
issn | 2073-4425 2073-4425 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8465771 |
source | MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; MDPI - Multidisciplinary Digital Publishing Institute; PubMed Central |
subjects | Agricultural production DNA methylation Domestication Food security Genetic diversity Genetic Variation Genetics, Population Genomes Germplasm Heterozygosity Inbreeding Morphology Phylogeny Polymorphism Polymorphism, Single Nucleotide Population Population genetics Population structure Seed Bank Seeds Togo Vigna - genetics Vigna unguiculata |
title | Genetic Diversity and Population Structure of Cowpea [ Vigna unguiculata (L.) Walp.] Germplasm Collected from Togo Based on DArT Markers |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T21%3A05%3A29IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Genetic%20Diversity%20and%20Population%20Structure%20of%20Cowpea%20%5B%20Vigna%20unguiculata%20(L.)%20Walp.%5D%20Germplasm%20Collected%20from%20Togo%20Based%20on%20DArT%20Markers&rft.jtitle=Genes&rft.au=Gbedevi,%20Kodjo%20M&rft.date=2021-09-20&rft.volume=12&rft.issue=9&rft.spage=1451&rft.pages=1451-&rft.issn=2073-4425&rft.eissn=2073-4425&rft_id=info:doi/10.3390/genes12091451&rft_dat=%3Cproquest_pubme%3E2576411727%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2576411727&rft_id=info:pmid/34573433&rfr_iscdi=true |