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Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum
The soilborne oomycete plant pathogen Pythium ultimum causes seed rot and pre-emergence damping-off of chickpea (Cicer arietinum L.). The pathogen has been controlled for several decades using the fungicide metalaxyl as seed treatment but has re-emerged as a severe problem with the detection of meta...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420999/ https://www.ncbi.nlm.nih.gov/pubmed/36046237 http://dx.doi.org/10.3389/fgene.2022.945787 |
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author | Agarwal, Chiti Chen, Weidong Varshney, Rajeev Kumar Vandemark, George |
author_facet | Agarwal, Chiti Chen, Weidong Varshney, Rajeev Kumar Vandemark, George |
author_sort | Agarwal, Chiti |
collection | PubMed |
description | The soilborne oomycete plant pathogen Pythium ultimum causes seed rot and pre-emergence damping-off of chickpea (Cicer arietinum L.). The pathogen has been controlled for several decades using the fungicide metalaxyl as seed treatment but has re-emerged as a severe problem with the detection of metalaxyl-resistant isolates of the pathogen from infested fields in the United States Pacific Northwest. The objective of this study was to identify genetic markers and candidate genes associated with resistance to P. ultimum in an interspecific recombinant inbred line population (CRIL-7) derived from a cross between C. reticulatum (PI 599072) x C. arietinum (FLIP 84-92C) and conduct genome-wide association studies (GWAS) for disease resistance using a chickpea diversity panel consisting of 184 accessions. CRIL-7 was examined using 1029 SNP markers spanning eight linkage groups. A major QTL, “qpsd4-1,” was detected on LG 4 that explained 41.8% of phenotypic variance, and a minor QTL, “qpsd8-1,” was detected on LG8 that explained 4.5% of phenotypic variance. Seven candidate genes were also detected using composite interval mapping including several genes previously associated with disease resistance in other crop species. A total of 302,902 single nucleotide polymorphic (SNP) markers were used to determine population structure and kinship of the diversity panel. Marker–trait associations were established by employing different combinations of principal components (PC) and kinships (K) in the FarmCPU model. Genome-wide association studies detected 11 significant SNPs and seven candidate genes associated with disease resistance. SNP Ca4_1765418, detected by GWAS on chromosome 4, was located within QTL qpsd4-1 that was revealed in the interspecific CRIL-7 population. The present study provides tools to enable MAS for resistance to P. ultimum and identified genomic domains and candidate genes involved in the resistance of chickpea to soilborne diseases. |
format | Online Article Text |
id | pubmed-9420999 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94209992022-08-30 Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum Agarwal, Chiti Chen, Weidong Varshney, Rajeev Kumar Vandemark, George Front Genet Genetics The soilborne oomycete plant pathogen Pythium ultimum causes seed rot and pre-emergence damping-off of chickpea (Cicer arietinum L.). The pathogen has been controlled for several decades using the fungicide metalaxyl as seed treatment but has re-emerged as a severe problem with the detection of metalaxyl-resistant isolates of the pathogen from infested fields in the United States Pacific Northwest. The objective of this study was to identify genetic markers and candidate genes associated with resistance to P. ultimum in an interspecific recombinant inbred line population (CRIL-7) derived from a cross between C. reticulatum (PI 599072) x C. arietinum (FLIP 84-92C) and conduct genome-wide association studies (GWAS) for disease resistance using a chickpea diversity panel consisting of 184 accessions. CRIL-7 was examined using 1029 SNP markers spanning eight linkage groups. A major QTL, “qpsd4-1,” was detected on LG 4 that explained 41.8% of phenotypic variance, and a minor QTL, “qpsd8-1,” was detected on LG8 that explained 4.5% of phenotypic variance. Seven candidate genes were also detected using composite interval mapping including several genes previously associated with disease resistance in other crop species. A total of 302,902 single nucleotide polymorphic (SNP) markers were used to determine population structure and kinship of the diversity panel. Marker–trait associations were established by employing different combinations of principal components (PC) and kinships (K) in the FarmCPU model. Genome-wide association studies detected 11 significant SNPs and seven candidate genes associated with disease resistance. SNP Ca4_1765418, detected by GWAS on chromosome 4, was located within QTL qpsd4-1 that was revealed in the interspecific CRIL-7 population. The present study provides tools to enable MAS for resistance to P. ultimum and identified genomic domains and candidate genes involved in the resistance of chickpea to soilborne diseases. Frontiers Media S.A. 2022-08-15 /pmc/articles/PMC9420999/ /pubmed/36046237 http://dx.doi.org/10.3389/fgene.2022.945787 Text en Copyright © 2022 Agarwal, Chen, Varshney and Vandemark. https://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) and the copyright owner(s) 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 | Genetics Agarwal, Chiti Chen, Weidong Varshney, Rajeev Kumar Vandemark, George Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum |
title | Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum
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title_full | Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum
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title_fullStr | Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum
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title_full_unstemmed | Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum
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title_short | Linkage QTL Mapping and Genome-Wide Association Study on Resistance in Chickpea to Pythium ultimum
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title_sort | linkage qtl mapping and genome-wide association study on resistance in chickpea to pythium ultimum |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9420999/ https://www.ncbi.nlm.nih.gov/pubmed/36046237 http://dx.doi.org/10.3389/fgene.2022.945787 |
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