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 448...

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Main Authors: Alice eKujur, Deepak eBajaj, Hari Deo eUpadhyaya, Shouvik eDas, Rajeev eRanjan, Tanima eShree, Maneesha S Saxena, Saurabh eBadoni, Vinod eKumar, Shailesh eTripathi, CL Laxmipathi Gowda, Shivali eSharma, Sube eSingh, Akhilesh eTyagi, SWARUP KUMAR PARIDA
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-03-01
Series:Frontiers in Plant Science
Subjects:
SNP
GBS
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpls.2015.00162/full
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spelling doaj-e289b47467874d45b0899d49144e68f02020-11-25T02:29:36ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2015-03-01610.3389/fpls.2015.00162126795Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpeaAlice eKujur0Deepak eBajaj1Hari Deo eUpadhyaya2Shouvik eDas3Rajeev eRanjan4Tanima eShree5Maneesha S Saxena6Saurabh eBadoni7Vinod eKumar8Shailesh eTripathi9CL Laxmipathi Gowda10Shivali eSharma11Sube eSingh12Akhilesh eTyagi13SWARUP KUMAR PARIDA14NIPGRNIPGRICRISATNIPGRNIPGRNIPGRNIPGRNIPGRNRCPBIARIICRISATICRISATICRISATNIPGRNIPGRThe 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 44844 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, 22546 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 23798 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 importanhttp://journal.frontiersin.org/Journal/10.3389/fpls.2015.00162/fullCicerLinkage DisequilibriumSNPGBSchickpeaDesi
collection DOAJ
language English
format Article
sources DOAJ
author Alice eKujur
Deepak eBajaj
Hari Deo eUpadhyaya
Shouvik eDas
Rajeev eRanjan
Tanima eShree
Maneesha S Saxena
Saurabh eBadoni
Vinod eKumar
Shailesh eTripathi
CL Laxmipathi Gowda
Shivali eSharma
Sube eSingh
Akhilesh eTyagi
SWARUP KUMAR PARIDA
spellingShingle Alice eKujur
Deepak eBajaj
Hari Deo eUpadhyaya
Shouvik eDas
Rajeev eRanjan
Tanima eShree
Maneesha S Saxena
Saurabh eBadoni
Vinod eKumar
Shailesh eTripathi
CL Laxmipathi Gowda
Shivali eSharma
Sube eSingh
Akhilesh eTyagi
SWARUP KUMAR PARIDA
Employing genome-wide SNP discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
Frontiers in Plant Science
Cicer
Linkage Disequilibrium
SNP
GBS
chickpea
Desi
author_facet Alice eKujur
Deepak eBajaj
Hari Deo eUpadhyaya
Shouvik eDas
Rajeev eRanjan
Tanima eShree
Maneesha S Saxena
Saurabh eBadoni
Vinod eKumar
Shailesh eTripathi
CL Laxmipathi Gowda
Shivali eSharma
Sube eSingh
Akhilesh eTyagi
SWARUP KUMAR PARIDA
author_sort Alice eKujur
title 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_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_sort employing genome-wide snp discovery and genotyping strategy to extrapolate the natural allelic diversity and domestication patterns in chickpea
publisher Frontiers Media S.A.
series Frontiers in Plant Science
issn 1664-462X
publishDate 2015-03-01
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 44844 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, 22546 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 23798 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 importan
topic Cicer
Linkage Disequilibrium
SNP
GBS
chickpea
Desi
url http://journal.frontiersin.org/Journal/10.3389/fpls.2015.00162/full
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