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.
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American Geophysical Union
2022
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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 |
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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 |
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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 |
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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. |
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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 |
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