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Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea
Identification of potential genes/alleles governing complex seed-protein content (SPC) is essential in marker-assisted breeding for quality trait improvement of chickpea. Henceforth, the present study utilized an integrated genomics-assisted breeding strategy encompassing trait association analysis,...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4803732/ https://www.ncbi.nlm.nih.gov/pubmed/27047499 http://dx.doi.org/10.3389/fpls.2016.00302 |
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author | Upadhyaya, Hari D. Bajaj, Deepak Narnoliya, Laxmi Das, Shouvik Kumar, Vinod Gowda, C. L. L. Sharma, Shivali Tyagi, Akhilesh K. Parida, Swarup K. |
author_facet | Upadhyaya, Hari D. Bajaj, Deepak Narnoliya, Laxmi Das, Shouvik Kumar, Vinod Gowda, C. L. L. Sharma, Shivali Tyagi, Akhilesh K. Parida, Swarup K. |
author_sort | Upadhyaya, Hari D. |
collection | PubMed |
description | Identification of potential genes/alleles governing complex seed-protein content (SPC) is essential in marker-assisted breeding for quality trait improvement of chickpea. Henceforth, the present study utilized an integrated genomics-assisted breeding strategy encompassing trait association analysis, selective genotyping in traditional bi-parental mapping population and differential expression profiling for the first-time to understand the complex genetic architecture of quantitative SPC trait in chickpea. For GWAS (genome-wide association study), high-throughput genotyping information of 16376 genome-based SNPs (single nucleotide polymorphism) discovered from a structured population of 336 sequenced desi and kabuli accessions [with 150–200 kb LD (linkage disequilibrium) decay] was utilized. This led to identification of seven most effective genomic loci (genes) associated [10–20% with 41% combined PVE (phenotypic variation explained)] with SPC trait in chickpea. Regardless of the diverse desi and kabuli genetic backgrounds, a comparable level of association potential of the identified seven genomic loci with SPC trait was observed. Five SPC-associated genes were validated successfully in parental accessions and homozygous individuals of an intra-specific desi RIL (recombinant inbred line) mapping population (ICC 12299 × ICC 4958) by selective genotyping. The seed-specific expression, including differential up-regulation (>four fold) of six SPC-associated genes particularly in accessions, parents and homozygous individuals of the aforementioned mapping population with a high level of contrasting SPC (21–22%) was evident. Collectively, the integrated genomic approach delineated diverse naturally occurring novel functional SNP allelic variants in six potential candidate genes regulating SPC trait in chickpea. Of these, a non-synonymous SNP allele-carrying zinc finger transcription factor gene exhibiting strong association with SPC trait was found to be the most promising in chickpea. The informative functionally relevant molecular tags scaled-down essentially have potential to accelerate marker-assisted genetic improvement by developing nutritionally rich chickpea cultivars with enhanced SPC. |
format | Online Article Text |
id | pubmed-4803732 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-48037322016-04-04 Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea Upadhyaya, Hari D. Bajaj, Deepak Narnoliya, Laxmi Das, Shouvik Kumar, Vinod Gowda, C. L. L. Sharma, Shivali Tyagi, Akhilesh K. Parida, Swarup K. Front Plant Sci Plant Science Identification of potential genes/alleles governing complex seed-protein content (SPC) is essential in marker-assisted breeding for quality trait improvement of chickpea. Henceforth, the present study utilized an integrated genomics-assisted breeding strategy encompassing trait association analysis, selective genotyping in traditional bi-parental mapping population and differential expression profiling for the first-time to understand the complex genetic architecture of quantitative SPC trait in chickpea. For GWAS (genome-wide association study), high-throughput genotyping information of 16376 genome-based SNPs (single nucleotide polymorphism) discovered from a structured population of 336 sequenced desi and kabuli accessions [with 150–200 kb LD (linkage disequilibrium) decay] was utilized. This led to identification of seven most effective genomic loci (genes) associated [10–20% with 41% combined PVE (phenotypic variation explained)] with SPC trait in chickpea. Regardless of the diverse desi and kabuli genetic backgrounds, a comparable level of association potential of the identified seven genomic loci with SPC trait was observed. Five SPC-associated genes were validated successfully in parental accessions and homozygous individuals of an intra-specific desi RIL (recombinant inbred line) mapping population (ICC 12299 × ICC 4958) by selective genotyping. The seed-specific expression, including differential up-regulation (>four fold) of six SPC-associated genes particularly in accessions, parents and homozygous individuals of the aforementioned mapping population with a high level of contrasting SPC (21–22%) was evident. Collectively, the integrated genomic approach delineated diverse naturally occurring novel functional SNP allelic variants in six potential candidate genes regulating SPC trait in chickpea. Of these, a non-synonymous SNP allele-carrying zinc finger transcription factor gene exhibiting strong association with SPC trait was found to be the most promising in chickpea. The informative functionally relevant molecular tags scaled-down essentially have potential to accelerate marker-assisted genetic improvement by developing nutritionally rich chickpea cultivars with enhanced SPC. Frontiers Media S.A. 2016-03-23 /pmc/articles/PMC4803732/ /pubmed/27047499 http://dx.doi.org/10.3389/fpls.2016.00302 Text en Copyright © 2016 Upadhyaya, Bajaj, Narnoliya, Das, Kumar, Gowda, Sharma, 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 Upadhyaya, Hari D. Bajaj, Deepak Narnoliya, Laxmi Das, Shouvik Kumar, Vinod Gowda, C. L. L. Sharma, Shivali Tyagi, Akhilesh K. Parida, Swarup K. Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea |
title | Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea |
title_full | Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea |
title_fullStr | Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea |
title_full_unstemmed | Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea |
title_short | Genome-Wide Scans for Delineation of Candidate Genes Regulating Seed-Protein Content in Chickpea |
title_sort | genome-wide scans for delineation of candidate genes regulating seed-protein content in chickpea |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4803732/ https://www.ncbi.nlm.nih.gov/pubmed/27047499 http://dx.doi.org/10.3389/fpls.2016.00302 |
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