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Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.)
With progressive climate change and the associated increase in mean temperature, heat stress tolerance has emerged as one of the key traits in the product profile of the maize breeding pipeline for lowland tropics. The present study aims to identify the genomic regions associated with heat stress to...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253795/ https://www.ncbi.nlm.nih.gov/pubmed/34215789 http://dx.doi.org/10.1038/s41598-021-93061-7 |
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author | Seetharam, Kaliyamoorthy Kuchanur, Prakash H. Koirala, K. B. Tripathi, Mahendra Prasad Patil, Ayyanagouda Sudarsanam, Viswanadh Das, Reshmi Rani Chaurasia, Ramesh Pandey, Kamal Vemuri, Hindu Vinayan, Madhumal Thayil Nair, Sudha K. Babu, Raman Zaidi, P. H. |
author_facet | Seetharam, Kaliyamoorthy Kuchanur, Prakash H. Koirala, K. B. Tripathi, Mahendra Prasad Patil, Ayyanagouda Sudarsanam, Viswanadh Das, Reshmi Rani Chaurasia, Ramesh Pandey, Kamal Vemuri, Hindu Vinayan, Madhumal Thayil Nair, Sudha K. Babu, Raman Zaidi, P. H. |
author_sort | Seetharam, Kaliyamoorthy |
collection | PubMed |
description | With progressive climate change and the associated increase in mean temperature, heat stress tolerance has emerged as one of the key traits in the product profile of the maize breeding pipeline for lowland tropics. The present study aims to identify the genomic regions associated with heat stress tolerance in tropical maize. An association mapping panel, called the heat tolerant association mapping (HTAM) panel, was constituted by involving a total of 543 tropical maize inbred lines from diverse genetic backgrounds, test-crossed and phenotyped across nine locations in South Asia under natural heat stress. The panel was genotyped using a genotyping-by-sequencing (GBS) platform. Considering the large variations in vapor pressure deficit (VPD) at high temperature (Tmax) across different phenotyping locations, genome-wide association study (GWAS) was conducted separately for each location. The individual location GWAS identified a total of 269 novel significant single nucleotide polymorphisms (SNPs) for grain yield under heat stress at a p value of < 10(–5). A total of 175 SNPs were found in 140 unique gene models implicated in various biological pathway responses to different abiotic stresses. Haplotype trend regression (HTR) analysis of the significant SNPs identified 26 haplotype blocks and 96 single SNP variants significant across one to five locations. The genomic regions identified based on GWAS and HTR analysis considering genomic region x environment interactions are useful for breeding efforts aimed at developing heat stress resilient maize cultivars for current and future climatic conditions through marker-assisted introgression into elite genetic backgrounds and/or genome-wide selection. |
format | Online Article Text |
id | pubmed-8253795 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82537952021-07-06 Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.) Seetharam, Kaliyamoorthy Kuchanur, Prakash H. Koirala, K. B. Tripathi, Mahendra Prasad Patil, Ayyanagouda Sudarsanam, Viswanadh Das, Reshmi Rani Chaurasia, Ramesh Pandey, Kamal Vemuri, Hindu Vinayan, Madhumal Thayil Nair, Sudha K. Babu, Raman Zaidi, P. H. Sci Rep Article With progressive climate change and the associated increase in mean temperature, heat stress tolerance has emerged as one of the key traits in the product profile of the maize breeding pipeline for lowland tropics. The present study aims to identify the genomic regions associated with heat stress tolerance in tropical maize. An association mapping panel, called the heat tolerant association mapping (HTAM) panel, was constituted by involving a total of 543 tropical maize inbred lines from diverse genetic backgrounds, test-crossed and phenotyped across nine locations in South Asia under natural heat stress. The panel was genotyped using a genotyping-by-sequencing (GBS) platform. Considering the large variations in vapor pressure deficit (VPD) at high temperature (Tmax) across different phenotyping locations, genome-wide association study (GWAS) was conducted separately for each location. The individual location GWAS identified a total of 269 novel significant single nucleotide polymorphisms (SNPs) for grain yield under heat stress at a p value of < 10(–5). A total of 175 SNPs were found in 140 unique gene models implicated in various biological pathway responses to different abiotic stresses. Haplotype trend regression (HTR) analysis of the significant SNPs identified 26 haplotype blocks and 96 single SNP variants significant across one to five locations. The genomic regions identified based on GWAS and HTR analysis considering genomic region x environment interactions are useful for breeding efforts aimed at developing heat stress resilient maize cultivars for current and future climatic conditions through marker-assisted introgression into elite genetic backgrounds and/or genome-wide selection. Nature Publishing Group UK 2021-07-02 /pmc/articles/PMC8253795/ /pubmed/34215789 http://dx.doi.org/10.1038/s41598-021-93061-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Seetharam, Kaliyamoorthy Kuchanur, Prakash H. Koirala, K. B. Tripathi, Mahendra Prasad Patil, Ayyanagouda Sudarsanam, Viswanadh Das, Reshmi Rani Chaurasia, Ramesh Pandey, Kamal Vemuri, Hindu Vinayan, Madhumal Thayil Nair, Sudha K. Babu, Raman Zaidi, P. H. Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.) |
title | Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.) |
title_full | Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.) |
title_fullStr | Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.) |
title_full_unstemmed | Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.) |
title_short | Genomic regions associated with heat stress tolerance in tropical maize (Zea mays L.) |
title_sort | genomic regions associated with heat stress tolerance in tropical maize (zea mays l.) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253795/ https://www.ncbi.nlm.nih.gov/pubmed/34215789 http://dx.doi.org/10.1038/s41598-021-93061-7 |
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