Molecular Mapping of QTLs for Heat Tolerance in Chickpea

Chickpea (Cicer arietinum L.), a cool-season legume, is increasingly affected by heat-stress at reproductive stage due to changes in global climatic conditions and cropping systems. Identifying quantitative trait loci (QTLs) for heat tolerance may facilitate breeding for heat tolerant varieties. The...

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Main Authors: Pronob J. Paul, Srinivasan Samineni, Mahendar Thudi, Sobhan B. Sajja, Abhishek Rathore, Roma R. Das, Aamir W. Khan, Sushil K. Chaturvedi, Gera Roopa Lavanya, Rajeev. K. Varshney, Pooran M. Gaur
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:International Journal of Molecular Sciences
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Online Access:http://www.mdpi.com/1422-0067/19/8/2166
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spelling doaj-21a93097d45b43adae9806a6bb1926de2020-11-24T21:08:05ZengMDPI AGInternational Journal of Molecular Sciences1422-00672018-07-01198216610.3390/ijms19082166ijms19082166Molecular Mapping of QTLs for Heat Tolerance in ChickpeaPronob J. Paul0Srinivasan Samineni1Mahendar Thudi2Sobhan B. Sajja3Abhishek Rathore4Roma R. Das5Aamir W. Khan6Sushil K. Chaturvedi7Gera Roopa Lavanya8Rajeev. K. Varshney9Pooran M. Gaur10International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaICAR-Indian Institute of Pulses Research (ICAR-IIPR), Kanpur 208024, IndiaDepartment of Genetics and Plant Breeding, Sam Higginbottom University of Agriculture, Technology and Sciences (SHUATS), Allahabad 211007, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaInternational Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru Hyderabad 502324, IndiaChickpea (Cicer arietinum L.), a cool-season legume, is increasingly affected by heat-stress at reproductive stage due to changes in global climatic conditions and cropping systems. Identifying quantitative trait loci (QTLs) for heat tolerance may facilitate breeding for heat tolerant varieties. The present study was aimed at identifying QTLs associated with heat tolerance in chickpea using 292 F8-9 recombinant inbred lines (RILs) developed from the cross ICC 4567 (heat sensitive) × ICC 15614 (heat tolerant). Phenotyping of RILs was undertaken for two heat-stress (late sown) and one non-stress (normal sown) environments. A genetic map spanning 529.11 cM and comprising 271 genotyping by sequencing (GBS) based single nucleotide polymorphism (SNP) markers was constructed. Composite interval mapping (CIM) analysis revealed two consistent genomic regions harbouring four QTLs each on CaLG05 and CaLG06. Four major QTLs for number of filled pods per plot (FPod), total number of seeds per plot (TS), grain yield per plot (GY) and % pod setting (%PodSet), located in the CaLG05 genomic region, were found to have cumulative phenotypic variation of above 50%. Nineteen pairs of epistatic QTLs showed significant epistatic effect, and non-significant QTL × environment interaction effect, except for harvest index (HI) and biomass (BM). A total of 25 putative candidate genes for heat-stress were identified in the two major genomic regions. This is the first report on QTLs for heat-stress response in chickpea. The markers linked to the above mentioned four major QTLs can facilitate marker-assisted breeding for heat tolerance in chickpea.http://www.mdpi.com/1422-0067/19/8/2166abiotic stressCicer arietinumcandidate genesgeneticsheat-stressmolecular breeding
collection DOAJ
language English
format Article
sources DOAJ
author Pronob J. Paul
Srinivasan Samineni
Mahendar Thudi
Sobhan B. Sajja
Abhishek Rathore
Roma R. Das
Aamir W. Khan
Sushil K. Chaturvedi
Gera Roopa Lavanya
Rajeev. K. Varshney
Pooran M. Gaur
spellingShingle Pronob J. Paul
Srinivasan Samineni
Mahendar Thudi
Sobhan B. Sajja
Abhishek Rathore
Roma R. Das
Aamir W. Khan
Sushil K. Chaturvedi
Gera Roopa Lavanya
Rajeev. K. Varshney
Pooran M. Gaur
Molecular Mapping of QTLs for Heat Tolerance in Chickpea
International Journal of Molecular Sciences
abiotic stress
Cicer arietinum
candidate genes
genetics
heat-stress
molecular breeding
author_facet Pronob J. Paul
Srinivasan Samineni
Mahendar Thudi
Sobhan B. Sajja
Abhishek Rathore
Roma R. Das
Aamir W. Khan
Sushil K. Chaturvedi
Gera Roopa Lavanya
Rajeev. K. Varshney
Pooran M. Gaur
author_sort Pronob J. Paul
title Molecular Mapping of QTLs for Heat Tolerance in Chickpea
title_short Molecular Mapping of QTLs for Heat Tolerance in Chickpea
title_full Molecular Mapping of QTLs for Heat Tolerance in Chickpea
title_fullStr Molecular Mapping of QTLs for Heat Tolerance in Chickpea
title_full_unstemmed Molecular Mapping of QTLs for Heat Tolerance in Chickpea
title_sort molecular mapping of qtls for heat tolerance in chickpea
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2018-07-01
description Chickpea (Cicer arietinum L.), a cool-season legume, is increasingly affected by heat-stress at reproductive stage due to changes in global climatic conditions and cropping systems. Identifying quantitative trait loci (QTLs) for heat tolerance may facilitate breeding for heat tolerant varieties. The present study was aimed at identifying QTLs associated with heat tolerance in chickpea using 292 F8-9 recombinant inbred lines (RILs) developed from the cross ICC 4567 (heat sensitive) × ICC 15614 (heat tolerant). Phenotyping of RILs was undertaken for two heat-stress (late sown) and one non-stress (normal sown) environments. A genetic map spanning 529.11 cM and comprising 271 genotyping by sequencing (GBS) based single nucleotide polymorphism (SNP) markers was constructed. Composite interval mapping (CIM) analysis revealed two consistent genomic regions harbouring four QTLs each on CaLG05 and CaLG06. Four major QTLs for number of filled pods per plot (FPod), total number of seeds per plot (TS), grain yield per plot (GY) and % pod setting (%PodSet), located in the CaLG05 genomic region, were found to have cumulative phenotypic variation of above 50%. Nineteen pairs of epistatic QTLs showed significant epistatic effect, and non-significant QTL × environment interaction effect, except for harvest index (HI) and biomass (BM). A total of 25 putative candidate genes for heat-stress were identified in the two major genomic regions. This is the first report on QTLs for heat-stress response in chickpea. The markers linked to the above mentioned four major QTLs can facilitate marker-assisted breeding for heat tolerance in chickpea.
topic abiotic stress
Cicer arietinum
candidate genes
genetics
heat-stress
molecular breeding
url http://www.mdpi.com/1422-0067/19/8/2166
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