Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight

Northern Corn Leaf Blight (NCLB) caused by Setosphaeria turcica, is one of the most important diseases of maize world-wide, and one of the major reasons behind yield losses in maize crop in Asia. In the present investigation, a high-resolution genome wide association study (GWAS) was conducted for NCLB resistance in three association mapping panels, predominantly consisting of tropical lines adapted to different agro-ecologies. These panels were phenotyped for disease severity across three locations with high disease prevalence in India. High density SNPs from Genotyping-by-sequencing were used in GWAS, after controlling for population structure and kinship matrices, based on single locus mixed linear model (MLM). Twenty-two SNPs were identified, that revealed a significant association with NCLB in the three mapping panels. Haplotype regression analysis revealed association of 17 significant haplotypes at FDR ≤ 0.05, with two common haplotypes across three maize panels. Several of the significantly associated SNPs/haplotypes were found to be co-located in chromosomal bins previously reported for major genes like Ht2, Ht3 and Htn1 and QTL for NCLB resistance and multiple foliar disease resistance. Phenotypic variance explained by these significant SNPs/haplotypes ranged from low to moderate, suggesting a breeding strategy of combining multiple resistance alleles towards resistance for NCLB.

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Main Authors: Rashid, Z., Sofi, M., Harlapur, S.I., Kachapur, R.M., Dar, Z.A., Singh, P.K., Zaidi, P.H., Vivek, B., Nair, S.K.
Format: Article biblioteca
Language:English
Published: Nature Publishing Group 2020
Subjects:AGRICULTURAL SCIENCES AND BIOTECHNOLOGY, MAIZE, DISEASE RESISTANCE, GENETICS, BLIGHT,
Online Access:https://hdl.handle.net/10883/21137
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spelling dig-cimmyt-10883-211372021-03-25T17:17:00Z Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight Rashid, Z. Sofi, M. Harlapur, S.I. Kachapur, R.M. Dar, Z.A. Singh, P.K. Zaidi, P.H. Vivek, B. Nair, S.K. AGRICULTURAL SCIENCES AND BIOTECHNOLOGY MAIZE DISEASE RESISTANCE GENETICS BLIGHT Northern Corn Leaf Blight (NCLB) caused by Setosphaeria turcica, is one of the most important diseases of maize world-wide, and one of the major reasons behind yield losses in maize crop in Asia. In the present investigation, a high-resolution genome wide association study (GWAS) was conducted for NCLB resistance in three association mapping panels, predominantly consisting of tropical lines adapted to different agro-ecologies. These panels were phenotyped for disease severity across three locations with high disease prevalence in India. High density SNPs from Genotyping-by-sequencing were used in GWAS, after controlling for population structure and kinship matrices, based on single locus mixed linear model (MLM). Twenty-two SNPs were identified, that revealed a significant association with NCLB in the three mapping panels. Haplotype regression analysis revealed association of 17 significant haplotypes at FDR ≤ 0.05, with two common haplotypes across three maize panels. Several of the significantly associated SNPs/haplotypes were found to be co-located in chromosomal bins previously reported for major genes like Ht2, Ht3 and Htn1 and QTL for NCLB resistance and multiple foliar disease resistance. Phenotypic variance explained by these significant SNPs/haplotypes ranged from low to moderate, suggesting a breeding strategy of combining multiple resistance alleles towards resistance for NCLB. 2021-01-23T01:05:13Z 2021-01-23T01:05:13Z 2020 Article Published Version https://hdl.handle.net/10883/21137 10.1038/s41598-020-78928-5 English https://www.nature.com/articles/s41598-020-78928-5#Sec26 CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose Open Access London (United Kingdom) Nature Publishing Group 10 2045-2322 Nature Scientific Reports 21949
institution CIMMYT
collection DSpace
country México
countrycode MX
component Bibliográfico
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databasecode dig-cimmyt
tag biblioteca
region America del Norte
libraryname CIMMYT Library
language English
topic AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
MAIZE
DISEASE RESISTANCE
GENETICS
BLIGHT
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
MAIZE
DISEASE RESISTANCE
GENETICS
BLIGHT
spellingShingle AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
MAIZE
DISEASE RESISTANCE
GENETICS
BLIGHT
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
MAIZE
DISEASE RESISTANCE
GENETICS
BLIGHT
Rashid, Z.
Sofi, M.
Harlapur, S.I.
Kachapur, R.M.
Dar, Z.A.
Singh, P.K.
Zaidi, P.H.
Vivek, B.
Nair, S.K.
Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
description Northern Corn Leaf Blight (NCLB) caused by Setosphaeria turcica, is one of the most important diseases of maize world-wide, and one of the major reasons behind yield losses in maize crop in Asia. In the present investigation, a high-resolution genome wide association study (GWAS) was conducted for NCLB resistance in three association mapping panels, predominantly consisting of tropical lines adapted to different agro-ecologies. These panels were phenotyped for disease severity across three locations with high disease prevalence in India. High density SNPs from Genotyping-by-sequencing were used in GWAS, after controlling for population structure and kinship matrices, based on single locus mixed linear model (MLM). Twenty-two SNPs were identified, that revealed a significant association with NCLB in the three mapping panels. Haplotype regression analysis revealed association of 17 significant haplotypes at FDR ≤ 0.05, with two common haplotypes across three maize panels. Several of the significantly associated SNPs/haplotypes were found to be co-located in chromosomal bins previously reported for major genes like Ht2, Ht3 and Htn1 and QTL for NCLB resistance and multiple foliar disease resistance. Phenotypic variance explained by these significant SNPs/haplotypes ranged from low to moderate, suggesting a breeding strategy of combining multiple resistance alleles towards resistance for NCLB.
format Article
topic_facet AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
MAIZE
DISEASE RESISTANCE
GENETICS
BLIGHT
author Rashid, Z.
Sofi, M.
Harlapur, S.I.
Kachapur, R.M.
Dar, Z.A.
Singh, P.K.
Zaidi, P.H.
Vivek, B.
Nair, S.K.
author_facet Rashid, Z.
Sofi, M.
Harlapur, S.I.
Kachapur, R.M.
Dar, Z.A.
Singh, P.K.
Zaidi, P.H.
Vivek, B.
Nair, S.K.
author_sort Rashid, Z.
title Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
title_short Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
title_full Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
title_fullStr Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
title_full_unstemmed Genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to Northern corn leaf blight
title_sort genome-wide association studies in tropical maize germplasm reveal novel and known genomic regions for resistance to northern corn leaf blight
publisher Nature Publishing Group
publishDate 2020
url https://hdl.handle.net/10883/21137
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