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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2015
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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. |
format | Online Article Text |
id | pubmed-4379880 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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