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Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea

The genome-wide discovery and high-throughput genotyping of SNPs in chickpea natural germplasm lines is indispensable to extrapolate their natural allelic diversity, domestication, and linkage disequilibrium (LD) patterns leading to the genetic enhancement of this vital legume crop. We discovered 44...

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Autores principales: Kujur, Alice, Bajaj, Deepak, Upadhyaya, Hari D., Das, Shouvik, Ranjan, Rajeev, Shree, Tanima, Saxena, Maneesha S., Badoni, Saurabh, Kumar, Vinod, Tripathi, Shailesh, Gowda, C. L. L., Sharma, Shivali, Singh, Sube, Tyagi, Akhilesh K., Parida, Swarup K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4379880/
https://www.ncbi.nlm.nih.gov/pubmed/25873920
http://dx.doi.org/10.3389/fpls.2015.00162
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author Kujur, Alice
Bajaj, Deepak
Upadhyaya, Hari D.
Das, Shouvik
Ranjan, Rajeev
Shree, Tanima
Saxena, Maneesha S.
Badoni, Saurabh
Kumar, Vinod
Tripathi, Shailesh
Gowda, C. L. L.
Sharma, Shivali
Singh, Sube
Tyagi, Akhilesh K.
Parida, Swarup K.
author_facet Kujur, Alice
Bajaj, Deepak
Upadhyaya, Hari D.
Das, Shouvik
Ranjan, Rajeev
Shree, Tanima
Saxena, Maneesha S.
Badoni, Saurabh
Kumar, Vinod
Tripathi, Shailesh
Gowda, C. L. L.
Sharma, Shivali
Singh, Sube
Tyagi, Akhilesh K.
Parida, Swarup K.
author_sort Kujur, Alice
collection PubMed
description The genome-wide discovery and high-throughput genotyping of SNPs in chickpea natural germplasm lines is indispensable to extrapolate their natural allelic diversity, domestication, and linkage disequilibrium (LD) patterns leading to the genetic enhancement of this vital legume crop. We discovered 44,844 high-quality SNPs by sequencing of 93 diverse cultivated desi, kabuli, and wild chickpea accessions using reference genome- and de novo-based GBS (genotyping-by-sequencing) assays that were physically mapped across eight chromosomes of desi and kabuli. Of these, 22,542 SNPs were structurally annotated in different coding and non-coding sequence components of genes. Genes with 3296 non-synonymous and 269 regulatory SNPs could functionally differentiate accessions based on their contrasting agronomic traits. A high experimental validation success rate (92%) and reproducibility (100%) along with strong sensitivity (93–96%) and specificity (99%) of GBS-based SNPs was observed. This infers the robustness of GBS as a high-throughput assay for rapid large-scale mining and genotyping of genome-wide SNPs in chickpea with sub-optimal use of resources. With 23,798 genome-wide SNPs, a relatively high intra-specific polymorphic potential (49.5%) and broader molecular diversity (13–89%)/functional allelic diversity (18–77%) was apparent among 93 chickpea accessions, suggesting their tremendous applicability in rapid selection of desirable diverse accessions/inter-specific hybrids in chickpea crossbred varietal improvement program. The genome-wide SNPs revealed complex admixed domestication pattern, extensive LD estimates (0.54–0.68) and extended LD decay (400–500 kb) in a structured population inclusive of 93 accessions. These findings reflect the utility of our identified SNPs for subsequent genome-wide association study (GWAS) and selective sweep-based domestication trait dissection analysis to identify potential genomic loci (gene-associated targets) specifically regulating important complex quantitative agronomic traits in chickpea. The numerous informative genome-wide SNPs, natural allelic diversity-led domestication pattern, and LD-based information generated in our study have got multidimensional applicability with respect to chickpea genomics-assisted breeding.
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spelling pubmed-43798802015-04-13 Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea Kujur, Alice Bajaj, Deepak Upadhyaya, Hari D. Das, Shouvik Ranjan, Rajeev Shree, Tanima Saxena, Maneesha S. Badoni, Saurabh Kumar, Vinod Tripathi, Shailesh Gowda, C. L. L. Sharma, Shivali Singh, Sube Tyagi, Akhilesh K. Parida, Swarup K. Front Plant Sci Plant Science The genome-wide discovery and high-throughput genotyping of SNPs in chickpea natural germplasm lines is indispensable to extrapolate their natural allelic diversity, domestication, and linkage disequilibrium (LD) patterns leading to the genetic enhancement of this vital legume crop. We discovered 44,844 high-quality SNPs by sequencing of 93 diverse cultivated desi, kabuli, and wild chickpea accessions using reference genome- and de novo-based GBS (genotyping-by-sequencing) assays that were physically mapped across eight chromosomes of desi and kabuli. Of these, 22,542 SNPs were structurally annotated in different coding and non-coding sequence components of genes. Genes with 3296 non-synonymous and 269 regulatory SNPs could functionally differentiate accessions based on their contrasting agronomic traits. A high experimental validation success rate (92%) and reproducibility (100%) along with strong sensitivity (93–96%) and specificity (99%) of GBS-based SNPs was observed. This infers the robustness of GBS as a high-throughput assay for rapid large-scale mining and genotyping of genome-wide SNPs in chickpea with sub-optimal use of resources. With 23,798 genome-wide SNPs, a relatively high intra-specific polymorphic potential (49.5%) and broader molecular diversity (13–89%)/functional allelic diversity (18–77%) was apparent among 93 chickpea accessions, suggesting their tremendous applicability in rapid selection of desirable diverse accessions/inter-specific hybrids in chickpea crossbred varietal improvement program. The genome-wide SNPs revealed complex admixed domestication pattern, extensive LD estimates (0.54–0.68) and extended LD decay (400–500 kb) in a structured population inclusive of 93 accessions. These findings reflect the utility of our identified SNPs for subsequent genome-wide association study (GWAS) and selective sweep-based domestication trait dissection analysis to identify potential genomic loci (gene-associated targets) specifically regulating important complex quantitative agronomic traits in chickpea. The numerous informative genome-wide SNPs, natural allelic diversity-led domestication pattern, and LD-based information generated in our study have got multidimensional applicability with respect to chickpea genomics-assisted breeding. Frontiers Media S.A. 2015-03-31 /pmc/articles/PMC4379880/ /pubmed/25873920 http://dx.doi.org/10.3389/fpls.2015.00162 Text en Copyright © 2015 Kujur, Bajaj, Upadhyaya, Das, Ranjan, Shree, Saxena, Badoni, Kumar, Tripathi, Gowda, Sharma, Singh, Tyagi and Parida. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Kujur, Alice
Bajaj, Deepak
Upadhyaya, Hari D.
Das, Shouvik
Ranjan, Rajeev
Shree, Tanima
Saxena, Maneesha S.
Badoni, Saurabh
Kumar, Vinod
Tripathi, Shailesh
Gowda, C. L. L.
Sharma, Shivali
Singh, Sube
Tyagi, Akhilesh K.
Parida, Swarup K.
Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
title Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
title_full Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
title_fullStr Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
title_full_unstemmed Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
title_short Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
title_sort employing genome-wide snp discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4379880/
https://www.ncbi.nlm.nih.gov/pubmed/25873920
http://dx.doi.org/10.3389/fpls.2015.00162
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