Genome-Wide Association Study for Flowering Time in Korean Cowpea Germplasm
Cowpea is an annual legume crop; although it is an essential food in developing countries, cowpea is now grownworldwide. For the genetic improvement of plants, flowering time is one of the major selection criteria. In general, flowering isregulated by photoperiod and temperature, along with the inte...
Saved in:
Published in | Plant breeding and biotechnology Vol. 8; no. 4; pp. 413 - 425 |
---|---|
Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
한국육종학회
01.12.2020
|
Subjects | |
Online Access | Get full text |
ISSN | 2287-9358 2287-9366 |
DOI | 10.9787/PBB.2020.8.4.413 |
Cover
Abstract | Cowpea is an annual legume crop; although it is an essential food in developing countries, cowpea is now grownworldwide. For the genetic improvement of plants, flowering time is one of the major selection criteria. In general, flowering isregulated by photoperiod and temperature, along with the interaction between environmental factors. In this study, we aimed toinvestigate the candidate genes associated with flowering time using genome-wide association study (GWAS). To investigate theflowering time-related genes, 384 cowpea germplasms were genotyped with 51,128 single nucleotide polymorphisms (SNPs). Themain genetic component of days to flowering (DTF) was analyzed using genome association and prediction integrated tool (GAPIT)and elastic-net analyses. From the GAPIT and elastic-net analyses, a total of 23 SNPs were significantly associated with DTF amongfive (chr. 2, 3, 7, 9, and 11) and seven different chromosomes (chr. 1, 2, 3, 4, 5, 8, and 9), respectively. Based on our analysis,Vigun01g084000, Vigun01g227200, Vigun02g062600, and Vigun03g296800 were considered the major candidate genes that weresignificantly associated with DTF in cowpea. These results confirmed that DTF might be controlled by multiple genes affecting earlyflowering, delaying flowering time, repressing the transition to flowering, etc. This study will potentially contribute to effective DTFgenomic selection in plant breeding to better understand the genetic basis and explore the mechanism of flowering time. KCI Citation Count: 0 |
---|---|
AbstractList | Cowpea is an annual legume crop; although it is an essential food in developing countries, cowpea is now grownworldwide. For the genetic improvement of plants, flowering time is one of the major selection criteria. In general, flowering isregulated by photoperiod and temperature, along with the interaction between environmental factors. In this study, we aimed toinvestigate the candidate genes associated with flowering time using genome-wide association study (GWAS). To investigate theflowering time-related genes, 384 cowpea germplasms were genotyped with 51,128 single nucleotide polymorphisms (SNPs). Themain genetic component of days to flowering (DTF) was analyzed using genome association and prediction integrated tool (GAPIT)and elastic-net analyses. From the GAPIT and elastic-net analyses, a total of 23 SNPs were significantly associated with DTF amongfive (chr. 2, 3, 7, 9, and 11) and seven different chromosomes (chr. 1, 2, 3, 4, 5, 8, and 9), respectively. Based on our analysis,Vigun01g084000, Vigun01g227200, Vigun02g062600, and Vigun03g296800 were considered the major candidate genes that weresignificantly associated with DTF in cowpea. These results confirmed that DTF might be controlled by multiple genes affecting earlyflowering, delaying flowering time, repressing the transition to flowering, etc. This study will potentially contribute to effective DTFgenomic selection in plant breeding to better understand the genetic basis and explore the mechanism of flowering time. KCI Citation Count: 0 |
Author | Kang, Ryulyi Park, Aron Ha, Bo-Keun Kim, Woon Ji Seo, Eunju Kim, Kipoong Kim, Gyutae Sun, Hokeun |
Author_xml | – sequence: 1 givenname: Eunju surname: Seo fullname: Seo, Eunju organization: Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea – sequence: 2 givenname: Kipoong surname: Kim fullname: Kim, Kipoong organization: Department of Statistics, Pusan National University, Busan 46241, Korea – sequence: 3 givenname: Ryulyi surname: Kang fullname: Kang, Ryulyi organization: Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea – sequence: 4 givenname: Gyutae surname: Kim fullname: Kim, Gyutae organization: Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea – sequence: 5 givenname: Aron surname: Park fullname: Park, Aron organization: Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea – sequence: 6 givenname: Woon Ji surname: Kim fullname: Kim, Woon Ji organization: Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea – sequence: 7 givenname: Hokeun surname: Sun fullname: Sun, Hokeun organization: Department of Statistics, Pusan National University, Busan 46241, Korea – sequence: 8 givenname: Bo-Keun surname: Ha fullname: Ha, Bo-Keun organization: Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea |
BackLink | https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002649739$$DAccess content in National Research Foundation of Korea (NRF) |
BookMark | eNp1kE1Lw0AQhhepYK29e9yrh8T9SLLJsS32gxYUrXhcNsmkrE12y26k9N-btOJB8PTOwPsMzHOLBsYaQOiekjATqXh8mU5DRhgJ0zAKI8qv0JCxVAQZT5LB7xynN2js_SchhFISkywaovUCjG0g-NAl4In3ttCq1dbgt_arPOHKOjyv7RGcNju81Q1gbfDaOlAGz-zxAAovwDWHWvnmDl1XqvYw_skRep8_bWfLYPO8WM0mm6CgGWuDMgIuVNkvMQAnrGIE8lRRVWUiF5Sx7qcoz6nKGeQxj0SWKk6JKJKSMxXzEXq43DWukvtCS6v0OXdW7p2cvG5XMks6gPTd5NItnPXeQSUL3Z4_bJ3StaRE9gZlZ1D2BmUqI9kZ7EDyBzw43Sh3-h_5BoQwdDc |
CitedBy_id | crossref_primary_10_1186_s12859_023_05505_8 crossref_primary_10_3390_plants12061339 crossref_primary_10_1016_j_stress_2024_100440 crossref_primary_10_3390_plants11040532 crossref_primary_10_3390_plants13060758 crossref_primary_10_1093_g3journal_jkaf024 |
Cites_doi | 10.1016/0378-4290(87)90012-8 10.1016/j.tibtech.2009.05.006 10.1080/00949655.2020.1739286 10.1007/s12298-013-0179-1 10.1104/pp.103.030007 10.1093/jxb/erw142 10.1104/pp.110.161653 10.1093/aob/mcs048 10.1038/sj.ejhg.5202007 10.1093/nar/30.3.623 10.3389/fgene.2013.00270 10.1093/nar/gkp290 10.1111/j.1469-1809.2010.00597.x 10.1186/1471-2156-14-4 10.1016/S0378-4290(97)00031-2 10.3389/fmicb.2013.00248 10.3168/jds.2007-0980 10.1093/bioinformatics/bts444 10.1186/1753-6561-3-s7-s25 10.1038/ng1702 10.1111/j.1467-9868.2005.00503.x 10.1038/sj.embor.7401111 10.1111/j.1467-9868.2010.00740.x 10.1038/s41598-018-24349-4 10.1093/bioinformatics/bts335 10.1093/pcp/pci097 10.1371/journal.pone.0211730 10.1007/s10681-005-2435-0 10.1007/s12038-012-9252-0 10.1371/journal.pgen.1004573 10.1002/jsfa.8250 10.1016/j.plaphy.2007.03.026 10.1007/s001220100740 10.1371/journal.pone.0071775 10.1105/tpc.150730 10.1534/genetics.113.150078 10.1016/j.molp.2015.01.007 10.1016/j.ajhg.2017.06.005 10.1007/s11103-005-0257-z 10.1007/BF00051116 10.1038/ng.546 10.1104/pp.15.00788 10.3835/plantgenome2015.11.0120 10.1177/003072709302200207 10.1111/nph.14066 10.2135/cropsci2012.03.0160 10.1104/pp.109.148908 10.1073/pnas.0812043106 10.1371/journal.pone.0150458 10.1039/C5RA01875G 10.1093/dnares/dsr001 10.1186/s12864-017-3843-y 10.1139/gen-2013-0028 10.1016/j.jare.2019.10.013 10.1038/s41598-019-41602-6 10.1146/annurev.arplant.54.031902.134907 10.3390/plants9091190 10.1111/tpj.14349 10.1146/annurev-arplant-043014-115555 10.1093/jxb/erp304 10.1155/2012/728398 10.1016/j.scienta.2006.04.006 10.1038/hdy.2012.8 |
ContentType | Journal Article |
DBID | AAYXX CITATION ACYCR |
DOI | 10.9787/PBB.2020.8.4.413 |
DatabaseName | CrossRef Korean Citation Index |
DatabaseTitle | CrossRef |
DatabaseTitleList | |
DeliveryMethod | fulltext_linktorsrc |
EISSN | 2287-9366 |
EndPage | 425 |
ExternalDocumentID | oai_kci_go_kr_ARTI_9610705 10_9787_PBB_2020_8_4_413 |
GroupedDBID | AAYXX ALMA_UNASSIGNED_HOLDINGS CITATION DYU OK1 OZF P5Y ACYCR |
ID | FETCH-LOGICAL-c192t-d4e37adc1925ee302f20eb8a1af97b71229784bb1ab2eb534798a3107c6d32a53 |
ISSN | 2287-9358 |
IngestDate | Fri May 09 03:29:03 EDT 2025 Tue Jul 01 01:15:39 EDT 2025 Thu Apr 24 22:57:53 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 4 |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c192t-d4e37adc1925ee302f20eb8a1af97b71229784bb1ab2eb534798a3107c6d32a53 |
Notes | https://doi.org/10.9787/PBB.2020.8.4.413 |
PageCount | 13 |
ParticipantIDs | nrf_kci_oai_kci_go_kr_ARTI_9610705 crossref_citationtrail_10_9787_PBB_2020_8_4_413 crossref_primary_10_9787_PBB_2020_8_4_413 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2020-12-01 2020-12 |
PublicationDateYYYYMMDD | 2020-12-01 |
PublicationDate_xml | – month: 12 year: 2020 text: 2020-12-01 day: 01 |
PublicationDecade | 2020 |
PublicationTitle | Plant breeding and biotechnology |
PublicationYear | 2020 |
Publisher | 한국육종학회 |
Publisher_xml | – name: 한국육종학회 |
References | ref13 ref57 ref12 ref56 ref15 ref59 ref14 ref58 ref53 ref52 ref11 ref55 ref10 ref54 ref17 ref16 ref19 ref18 ref51 ref50 ref46 ref45 ref48 ref47 ref42 ref41 ref44 ref43 ref49 ref8 ref7 ref9 ref4 ref3 ref6 ref5 ref40 ref35 ref34 ref37 ref36 ref31 ref30 ref33 ref32 ref2 ref1 ref39 ref38 ref24 ref23 ref26 ref25 ref20 ref64 ref63 ref22 ref21 ref28 ref27 ref29 ref60 ref62 ref61 |
References_xml | – ident: ref11 doi: 10.1016/0378-4290(87)90012-8 – ident: ref49 doi: 10.1016/j.tibtech.2009.05.006 – ident: ref25 doi: 10.1080/00949655.2020.1739286 – ident: ref3 doi: 10.1007/s12298-013-0179-1 – ident: ref23 doi: 10.1104/pp.103.030007 – ident: ref52 doi: 10.1093/jxb/erw142 – ident: ref24 – ident: ref2 doi: 10.1104/pp.110.161653 – ident: ref27 doi: 10.1093/aob/mcs048 – ident: ref28 doi: 10.1038/sj.ejhg.5202007 – ident: ref33 doi: 10.1093/nar/30.3.623 – ident: ref51 doi: 10.3389/fgene.2013.00270 – ident: ref59 doi: 10.1093/nar/gkp290 – ident: ref6 doi: 10.1111/j.1469-1809.2010.00597.x – ident: ref57 doi: 10.1186/1471-2156-14-4 – ident: ref10 doi: 10.1016/S0378-4290(97)00031-2 – ident: ref37 doi: 10.3389/fmicb.2013.00248 – ident: ref48 doi: 10.3168/jds.2007-0980 – ident: ref29 doi: 10.1093/bioinformatics/bts444 – ident: ref7 doi: 10.1186/1753-6561-3-s7-s25 – ident: ref61 doi: 10.1038/ng1702 – ident: ref64 doi: 10.1111/j.1467-9868.2005.00503.x – ident: ref36 doi: 10.1038/sj.embor.7401111 – ident: ref35 doi: 10.1111/j.1467-9868.2010.00740.x – ident: ref31 doi: 10.1038/s41598-018-24349-4 – ident: ref54 doi: 10.1093/bioinformatics/bts335 – ident: ref13 doi: 10.1093/pcp/pci097 – ident: ref15 doi: 10.1371/journal.pone.0211730 – ident: ref20 doi: 10.1007/s10681-005-2435-0 – ident: ref26 doi: 10.1007/s12038-012-9252-0 – ident: ref60 doi: 10.1371/journal.pgen.1004573 – ident: ref5 doi: 10.1002/jsfa.8250 – ident: ref41 doi: 10.1016/j.plaphy.2007.03.026 – ident: ref8 doi: 10.1007/s001220100740 – ident: ref19 doi: 10.1371/journal.pone.0071775 – ident: ref16 doi: 10.1105/tpc.150730 – ident: ref55 doi: 10.1534/genetics.113.150078 – ident: ref53 doi: 10.1016/j.molp.2015.01.007 – ident: ref50 doi: 10.1016/j.ajhg.2017.06.005 – ident: ref18 doi: 10.1007/s11103-005-0257-z – ident: ref39 doi: 10.1007/BF00051116 – ident: ref62 doi: 10.1038/ng.546 – ident: ref22 doi: 10.1104/pp.15.00788 – ident: ref45 doi: 10.3835/plantgenome2015.11.0120 – ident: ref40 doi: 10.1177/003072709302200207 – ident: ref30 doi: 10.1111/nph.14066 – ident: ref42 doi: 10.2135/cropsci2012.03.0160 – ident: ref38 doi: 10.1104/pp.109.148908 – ident: ref56 doi: 10.1073/pnas.0812043106 – ident: ref9 doi: 10.1371/journal.pone.0150458 – ident: ref46 doi: 10.1039/C5RA01875G – ident: ref17 doi: 10.1093/dnares/dsr001 – ident: ref63 doi: 10.1186/s12864-017-3843-y – ident: ref4 doi: 10.1139/gen-2013-0028 – ident: ref1 doi: 10.1016/j.jare.2019.10.013 – ident: ref21 doi: 10.1038/s41598-019-41602-6 – ident: ref12 doi: 10.1146/annurev.arplant.54.031902.134907 – ident: ref43 doi: 10.3390/plants9091190 – ident: ref32 doi: 10.1111/tpj.14349 – ident: ref44 doi: 10.1146/annurev-arplant-043014-115555 – ident: ref14 doi: 10.1093/jxb/erp304 – ident: ref34 doi: 10.1155/2012/728398 – ident: ref47 doi: 10.1016/j.scienta.2006.04.006 – ident: ref58 doi: 10.1038/hdy.2012.8 |
SSID | ssj0001105094 |
Score | 2.1307402 |
Snippet | Cowpea is an annual legume crop; although it is an essential food in developing countries, cowpea is now grownworldwide. For the genetic improvement of plants,... |
SourceID | nrf crossref |
SourceType | Open Website Enrichment Source Index Database |
StartPage | 413 |
SubjectTerms | 농학 |
Title | Genome-Wide Association Study for Flowering Time in Korean Cowpea Germplasm |
URI | https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002649739 |
Volume | 8 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
ispartofPNX | Plant Breeding and Biotechnology, 2020, 8(4), , pp.413-425 |
journalDatabaseRights | – providerCode: PRVCAB databaseName: Nutrition and Food Sciences Database customDbUrl: eissn: 2287-9366 dateEnd: 99991231 omitProxy: true ssIdentifier: ssj0001105094 issn: 2287-9358 databaseCode: DYU dateStart: 20130101 isFulltext: true titleUrlDefault: https://www.cabidigitallibrary.org/product/zd providerName: CAB International |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1bb9MwFLbKeOEFgQAxbrIQL2hK1jpOnDyysXVQgRCsYjxZduygsC6pqkRQfj3nxFlqykWMlzS1kqPE54vPxedCyDOjWCSYAduk0EnATWaCTIk8EAXoClhvLYswwfnN2-Rkzl-fxWej0TcvaqltdJh__21eyf9wFcaAr5glewXODkRhAM6Bv3AEDsPxn3g8tVV9YYOPpbH-PHfBgS4Q83iBXdDQHYC5HujcmNUrdL4f1l-XVu1NYWFeggJ94Sup2Mio2QNbuRNs3faCLuvmFyf8B-dnPWqrL-1mL78D2Kxc1nUvFHG090q_X7eLdbl17XTdNsr67gfmh3J0qxQDkyvAzVQnUPwx107lcplNPTRxb8nkLhe1l77cpUFvL-xg6-LW8ruDgxAfIkxDHg43-jW0t2TbEHEItg7SkEBBIgWZSi45tju-zkSSYO-Ll5_mG-_cBOviYEjC8H5ujxuJ7G8_xk86zbVqVXgqyuktcrO3LegLB5TbZGSrO2TmgYR6IKEdSCiAhA4goQgSWlbUgYQ6kNABJHfJ_Pjo9PAk6DtoBDlo7k1guI2EMvgntjYas4KNrU7VRBWZ0GLCGLwP13qiNLM6xqziVIHCL_LEREzF0T2yU9WVvU9oEkXKJkWUZ4bxPBFYegw-f2MTUejxJN0l-5dzIPO-vDx2OVnIP039Lnk-3LF0pVX-cu1TmFZ5npcS66Hj7-danq8kWH2vZAY2gBjHD65A8CG5sUHzI7LTrFr7GNTLRj_pkPADsVp2JA |
linkProvider | CAB International |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Genome-Wide+Association+Study+for+Flowering+Time+in+Korean+Cowpea+Germplasm&rft.jtitle=Plant+breeding+and+biotechnology&rft.au=Seo%2C+Eunju&rft.au=Kim%2C+Kipoong&rft.au=Kang%2C+Ryulyi&rft.au=Kim%2C+Gyutae&rft.date=2020-12-01&rft.issn=2287-9358&rft.eissn=2287-9366&rft.volume=8&rft.issue=4&rft.spage=413&rft.epage=425&rft_id=info:doi/10.9787%2FPBB.2020.8.4.413&rft.externalDBID=n%2Fa&rft.externalDocID=10_9787_PBB_2020_8_4_413 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2287-9358&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2287-9358&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2287-9358&client=summon |