A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement

Genomic tools are increasingly being deployed to unlock factors affecting genetic gain. Here, we report the utility of a mid-density marker panel for genetic studies and other applications in cowpea breeding. The 2,602-marker panel was used to genotype 376 cowpea materials pooled from four different genetic backgrounds. The panel was informative with over 78% SNPs exceeding minor allele frequency of 0.20. The panel correctly deciphered co-ancestry among lines, identifying 0.04 % of all pairwise relationships as identical lines, 0.01% as parent-offspring, 0.12% as half-sibs, 39.19% as unrelated, and 60.64% with distant relationships. STRUCTURE, principal component analysis (PCA), and discriminant analysis of principal components (DAPC) inferred two major groups, with all the bi-parental RILs placed in a single gene pool. Excluding bi-parental RILs exposed sub-structure within the remaining diverse lines. Variance within populations was higher (16.64%) than that between populations (8.38%). Linkage disequilibrium (LD) decay was correctly depicted as being slower in bi-parental RILs than in other populations. Overall, LD dissipated to r2 = 0.1 at 1.25Mb. In addition, we mapped a region on chromosome VU07 known to be associated with both seed and flower colors in cowpea. This region harbors several genes including Vigun07g110700, a basic helix-loop-helix (bHLH) DNA-binding superfamily protein that regulates plant pigmentation. The panel revealed unexpected heterozygosity within some lines and authenticated the hybridity of F1 progenies. This study demonstrated the panel’s effectiveness for molecular applications in cowpea, and that the accessions that were used are genetically diverse and suitable for trait discovery and breeding.

Saved in:
Bibliographic Details
Main Authors: Ongom, P.O., Fatokun, C., Togola, A., Garcia Oliveira, A.L., Eng Hwa Ng, Kilian, A., Lonardi, S., Close, T.J., Boukar, O.
Format: Article biblioteca
Language:English
Published: American Geophysical Union 2022
Subjects:AGRICULTURAL SCIENCES AND BIOTECHNOLOGY, Discriminant Analysis of Principal Components, Plant Pigmentation, F1 Progenies, Trait Discovery, COWPEAS, BREEDING, GENETICS, GENOMICS, SINGLE NUCLEOTIDE POLYMORPHISM, LINKAGE DISEQUILIBRIUM, ALLELE FREQUENCY, COANCESTRY, PRINCIPAL COMPONENT ANALYSIS,
Online Access:https://hdl.handle.net/10883/22192
Tags: Add Tag
No Tags, Be the first to tag this record!
id dig-cimmyt-10883-22192
record_format koha
spelling dig-cimmyt-10883-221922023-08-30T17:16:13Z A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement Ongom, P.O. Fatokun, C. Togola, A. Garcia Oliveira, A.L. Eng Hwa Ng Kilian, A. Lonardi, S. Close, T.J. Boukar, O. AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Discriminant Analysis of Principal Components Plant Pigmentation F1 Progenies Trait Discovery COWPEAS BREEDING GENETICS GENOMICS SINGLE NUCLEOTIDE POLYMORPHISM LINKAGE DISEQUILIBRIUM ALLELE FREQUENCY COANCESTRY PRINCIPAL COMPONENT ANALYSIS Genomic tools are increasingly being deployed to unlock factors affecting genetic gain. Here, we report the utility of a mid-density marker panel for genetic studies and other applications in cowpea breeding. The 2,602-marker panel was used to genotype 376 cowpea materials pooled from four different genetic backgrounds. The panel was informative with over 78% SNPs exceeding minor allele frequency of 0.20. The panel correctly deciphered co-ancestry among lines, identifying 0.04 % of all pairwise relationships as identical lines, 0.01% as parent-offspring, 0.12% as half-sibs, 39.19% as unrelated, and 60.64% with distant relationships. STRUCTURE, principal component analysis (PCA), and discriminant analysis of principal components (DAPC) inferred two major groups, with all the bi-parental RILs placed in a single gene pool. Excluding bi-parental RILs exposed sub-structure within the remaining diverse lines. Variance within populations was higher (16.64%) than that between populations (8.38%). Linkage disequilibrium (LD) decay was correctly depicted as being slower in bi-parental RILs than in other populations. Overall, LD dissipated to r2 = 0.1 at 1.25Mb. In addition, we mapped a region on chromosome VU07 known to be associated with both seed and flower colors in cowpea. This region harbors several genes including Vigun07g110700, a basic helix-loop-helix (bHLH) DNA-binding superfamily protein that regulates plant pigmentation. The panel revealed unexpected heterozygosity within some lines and authenticated the hybridity of F1 progenies. This study demonstrated the panel’s effectiveness for molecular applications in cowpea, and that the accessions that were used are genetically diverse and suitable for trait discovery and breeding. 2022-09-24T00:00:13Z 2022-09-24T00:00:13Z 2022 Article Published Version https://hdl.handle.net/10883/22192 10.1002/essoar.10512138.1 English CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose Open Access Washington, D.C. (USA) American Geophysical Union In press Earth and Space Science Open Archive
institution CIMMYT
collection DSpace
country México
countrycode MX
component Bibliográfico
access En linea
databasecode dig-cimmyt
tag biblioteca
region America del Norte
libraryname CIMMYT Library
language English
topic AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Discriminant Analysis of Principal Components
Plant Pigmentation
F1 Progenies
Trait Discovery
COWPEAS
BREEDING
GENETICS
GENOMICS
SINGLE NUCLEOTIDE POLYMORPHISM
LINKAGE DISEQUILIBRIUM
ALLELE FREQUENCY
COANCESTRY
PRINCIPAL COMPONENT ANALYSIS
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Discriminant Analysis of Principal Components
Plant Pigmentation
F1 Progenies
Trait Discovery
COWPEAS
BREEDING
GENETICS
GENOMICS
SINGLE NUCLEOTIDE POLYMORPHISM
LINKAGE DISEQUILIBRIUM
ALLELE FREQUENCY
COANCESTRY
PRINCIPAL COMPONENT ANALYSIS
spellingShingle AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Discriminant Analysis of Principal Components
Plant Pigmentation
F1 Progenies
Trait Discovery
COWPEAS
BREEDING
GENETICS
GENOMICS
SINGLE NUCLEOTIDE POLYMORPHISM
LINKAGE DISEQUILIBRIUM
ALLELE FREQUENCY
COANCESTRY
PRINCIPAL COMPONENT ANALYSIS
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Discriminant Analysis of Principal Components
Plant Pigmentation
F1 Progenies
Trait Discovery
COWPEAS
BREEDING
GENETICS
GENOMICS
SINGLE NUCLEOTIDE POLYMORPHISM
LINKAGE DISEQUILIBRIUM
ALLELE FREQUENCY
COANCESTRY
PRINCIPAL COMPONENT ANALYSIS
Ongom, P.O.
Fatokun, C.
Togola, A.
Garcia Oliveira, A.L.
Eng Hwa Ng
Kilian, A.
Lonardi, S.
Close, T.J.
Boukar, O.
A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement
description Genomic tools are increasingly being deployed to unlock factors affecting genetic gain. Here, we report the utility of a mid-density marker panel for genetic studies and other applications in cowpea breeding. The 2,602-marker panel was used to genotype 376 cowpea materials pooled from four different genetic backgrounds. The panel was informative with over 78% SNPs exceeding minor allele frequency of 0.20. The panel correctly deciphered co-ancestry among lines, identifying 0.04 % of all pairwise relationships as identical lines, 0.01% as parent-offspring, 0.12% as half-sibs, 39.19% as unrelated, and 60.64% with distant relationships. STRUCTURE, principal component analysis (PCA), and discriminant analysis of principal components (DAPC) inferred two major groups, with all the bi-parental RILs placed in a single gene pool. Excluding bi-parental RILs exposed sub-structure within the remaining diverse lines. Variance within populations was higher (16.64%) than that between populations (8.38%). Linkage disequilibrium (LD) decay was correctly depicted as being slower in bi-parental RILs than in other populations. Overall, LD dissipated to r2 = 0.1 at 1.25Mb. In addition, we mapped a region on chromosome VU07 known to be associated with both seed and flower colors in cowpea. This region harbors several genes including Vigun07g110700, a basic helix-loop-helix (bHLH) DNA-binding superfamily protein that regulates plant pigmentation. The panel revealed unexpected heterozygosity within some lines and authenticated the hybridity of F1 progenies. This study demonstrated the panel’s effectiveness for molecular applications in cowpea, and that the accessions that were used are genetically diverse and suitable for trait discovery and breeding.
format Article
topic_facet AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
Discriminant Analysis of Principal Components
Plant Pigmentation
F1 Progenies
Trait Discovery
COWPEAS
BREEDING
GENETICS
GENOMICS
SINGLE NUCLEOTIDE POLYMORPHISM
LINKAGE DISEQUILIBRIUM
ALLELE FREQUENCY
COANCESTRY
PRINCIPAL COMPONENT ANALYSIS
author Ongom, P.O.
Fatokun, C.
Togola, A.
Garcia Oliveira, A.L.
Eng Hwa Ng
Kilian, A.
Lonardi, S.
Close, T.J.
Boukar, O.
author_facet Ongom, P.O.
Fatokun, C.
Togola, A.
Garcia Oliveira, A.L.
Eng Hwa Ng
Kilian, A.
Lonardi, S.
Close, T.J.
Boukar, O.
author_sort Ongom, P.O.
title A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement
title_short A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement
title_full A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement
title_fullStr A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement
title_full_unstemmed A medium density DArTag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement
title_sort medium density dartag single nucleotide polymorphism panel for genetic dissections and deployment in cowpea improvement
publisher American Geophysical Union
publishDate 2022
url https://hdl.handle.net/10883/22192
work_keys_str_mv AT ongompo amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT fatokunc amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT togolaa amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT garciaoliveiraal amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT enghwang amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT kiliana amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT lonardis amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT closetj amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT boukaro amediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT ongompo mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT fatokunc mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT togolaa mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT garciaoliveiraal mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT enghwang mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT kiliana mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT lonardis mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT closetj mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
AT boukaro mediumdensitydartagsinglenucleotidepolymorphismpanelforgeneticdissectionsanddeploymentincowpeaimprovement
_version_ 1775949598367416320