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mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea
The present study used a whole-genome, NGS resequencing-based mQTL-seq (multiple QTL-seq) strategy in two inter-specific mapping populations (Pusa 1103 × ILWC 46 and Pusa 256 × ILWC 46) to scan the major genomic region(s) underlying QTL(s) governing pod number trait in chickpea. Essentially, the who...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4755527/ https://www.ncbi.nlm.nih.gov/pubmed/26685680 http://dx.doi.org/10.1093/dnares/dsv036 |
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author | Das, Shouvik Singh, Mohar Srivastava, Rishi Bajaj, Deepak Saxena, Maneesha S. Rana, Jai C. Bansal, Kailash C. Tyagi, Akhilesh K. Parida, Swarup K. |
author_facet | Das, Shouvik Singh, Mohar Srivastava, Rishi Bajaj, Deepak Saxena, Maneesha S. Rana, Jai C. Bansal, Kailash C. Tyagi, Akhilesh K. Parida, Swarup K. |
author_sort | Das, Shouvik |
collection | PubMed |
description | The present study used a whole-genome, NGS resequencing-based mQTL-seq (multiple QTL-seq) strategy in two inter-specific mapping populations (Pusa 1103 × ILWC 46 and Pusa 256 × ILWC 46) to scan the major genomic region(s) underlying QTL(s) governing pod number trait in chickpea. Essentially, the whole-genome resequencing of low and high pod number-containing parental accessions and homozygous individuals (constituting bulks) from each of these two mapping populations discovered >8 million high-quality homozygous SNPs with respect to the reference kabuli chickpea. The functional significance of the physically mapped SNPs was apparent from the identified 2,264 non-synonymous and 23,550 regulatory SNPs, with 8–10% of these SNPs-carrying genes corresponding to transcription factors and disease resistance-related proteins. The utilization of these mined SNPs in Δ (SNP index)-led QTL-seq analysis and their correlation between two mapping populations based on mQTL-seq, narrowed down two (Caq(a)PN4.1: 867.8 kb and Caq(a)PN4.2: 1.8 Mb) major genomic regions harbouring robust pod number QTLs into the high-resolution short QTL intervals (Caq(b)PN4.1: 637.5 kb and Caq(b)PN4.2: 1.28 Mb) on chickpea chromosome 4. The integration of mQTL-seq-derived one novel robust QTL with QTL region-specific association analysis delineated the regulatory (C/T) and coding (C/A) SNPs-containing one pentatricopeptide repeat (PPR) gene at a major QTL region regulating pod number in chickpea. This target gene exhibited anther, mature pollen and pod-specific expression, including pronounced higher up-regulated (∼3.5-folds) transcript expression in high pod number-containing parental accessions and homozygous individuals of two mapping populations especially during pollen and pod development. The proposed mQTL-seq-driven combinatorial strategy has profound efficacy in rapid genome-wide scanning of potential candidate gene(s) underlying trait-associated high-resolution robust QTL(s), thereby expediting genomics-assisted breeding and genetic enhancement of crop plants, including chickpea. |
format | Online Article Text |
id | pubmed-4755527 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-47555272016-02-17 mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea Das, Shouvik Singh, Mohar Srivastava, Rishi Bajaj, Deepak Saxena, Maneesha S. Rana, Jai C. Bansal, Kailash C. Tyagi, Akhilesh K. Parida, Swarup K. DNA Res Full Papers The present study used a whole-genome, NGS resequencing-based mQTL-seq (multiple QTL-seq) strategy in two inter-specific mapping populations (Pusa 1103 × ILWC 46 and Pusa 256 × ILWC 46) to scan the major genomic region(s) underlying QTL(s) governing pod number trait in chickpea. Essentially, the whole-genome resequencing of low and high pod number-containing parental accessions and homozygous individuals (constituting bulks) from each of these two mapping populations discovered >8 million high-quality homozygous SNPs with respect to the reference kabuli chickpea. The functional significance of the physically mapped SNPs was apparent from the identified 2,264 non-synonymous and 23,550 regulatory SNPs, with 8–10% of these SNPs-carrying genes corresponding to transcription factors and disease resistance-related proteins. The utilization of these mined SNPs in Δ (SNP index)-led QTL-seq analysis and their correlation between two mapping populations based on mQTL-seq, narrowed down two (Caq(a)PN4.1: 867.8 kb and Caq(a)PN4.2: 1.8 Mb) major genomic regions harbouring robust pod number QTLs into the high-resolution short QTL intervals (Caq(b)PN4.1: 637.5 kb and Caq(b)PN4.2: 1.28 Mb) on chickpea chromosome 4. The integration of mQTL-seq-derived one novel robust QTL with QTL region-specific association analysis delineated the regulatory (C/T) and coding (C/A) SNPs-containing one pentatricopeptide repeat (PPR) gene at a major QTL region regulating pod number in chickpea. This target gene exhibited anther, mature pollen and pod-specific expression, including pronounced higher up-regulated (∼3.5-folds) transcript expression in high pod number-containing parental accessions and homozygous individuals of two mapping populations especially during pollen and pod development. The proposed mQTL-seq-driven combinatorial strategy has profound efficacy in rapid genome-wide scanning of potential candidate gene(s) underlying trait-associated high-resolution robust QTL(s), thereby expediting genomics-assisted breeding and genetic enhancement of crop plants, including chickpea. Oxford University Press 2016-02 2015-12-19 /pmc/articles/PMC4755527/ /pubmed/26685680 http://dx.doi.org/10.1093/dnares/dsv036 Text en © The Author 2015. Published by Oxford University Press on behalf of Kazusa DNA Research Institute. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Full Papers Das, Shouvik Singh, Mohar Srivastava, Rishi Bajaj, Deepak Saxena, Maneesha S. Rana, Jai C. Bansal, Kailash C. Tyagi, Akhilesh K. Parida, Swarup K. mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea |
title | mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea |
title_full | mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea |
title_fullStr | mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea |
title_full_unstemmed | mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea |
title_short | mQTL-seq delineates functionally relevant candidate gene harbouring a major QTL regulating pod number in chickpea |
title_sort | mqtl-seq delineates functionally relevant candidate gene harbouring a major qtl regulating pod number in chickpea |
topic | Full Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4755527/ https://www.ncbi.nlm.nih.gov/pubmed/26685680 http://dx.doi.org/10.1093/dnares/dsv036 |
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