Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.)
Being a widely cultivated crop globally under diverse climatic conditions and soil types, maize is often exposed to an array of biotic and abiotic stresses. Soil salinity is one of the challenges for maize cultivation in many parts of lowland tropics that significantly affects crop growth and reduces economic yields. Breeding strategies integrated with molecular approach might accelerate the process of identifying and developing salinity-tolerant maize cultivars. In this study, an association mapping panel consisting of 305 diverse maize inbred lines was phenotyped in a managed salinity stress phenotyping facility at International Center for Biosaline Agriculture (ICBA), Dubai, United Arab Emirates (UAE). Wide genotypic variability was observed in the panel under salinity stress for key phenotypic traits viz., grain yield, days to anthesis, anthesis-silking interval, plant height, cob length, cob girth, and kernel number. The panel was genotyped following the genome-based sequencing approach to generate 955,690 SNPs. Total SNPs were filtered to 213,043 at a call rate of 0.85 and minor allele frequency of 0.05 for association analysis. A total of 259 highly significant (P ≤ 1 × 10–5) marker-trait associations (MTAs) were identified for seven phenotypic traits. The phenotypic variance for MTAs ranged between 5.2 and 9%. A total of 64 associations were found in 19 unique putative gene expression regions. Among them, 12 associations were found in gene models with stress-related biological functions.
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Language: | English |
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Frontiers Media S.A.
2022
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Subjects: | AGRICULTURAL SCIENCES AND BIOTECHNOLOGY, Association Analysis, MAIZE, ABIOTIC STRESS, SALINITY, SINGLE NUCLEOTIDE POLYMORPHISM, |
Online Access: | https://hdl.handle.net/10883/22182 |
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dig-cimmyt-10883-221822023-11-01T14:18:53Z Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.) Zaidi, P.H. Shahid, M. Seetharam, K. Vinayan, M.T. AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Association Analysis MAIZE ABIOTIC STRESS SALINITY SINGLE NUCLEOTIDE POLYMORPHISM Being a widely cultivated crop globally under diverse climatic conditions and soil types, maize is often exposed to an array of biotic and abiotic stresses. Soil salinity is one of the challenges for maize cultivation in many parts of lowland tropics that significantly affects crop growth and reduces economic yields. Breeding strategies integrated with molecular approach might accelerate the process of identifying and developing salinity-tolerant maize cultivars. In this study, an association mapping panel consisting of 305 diverse maize inbred lines was phenotyped in a managed salinity stress phenotyping facility at International Center for Biosaline Agriculture (ICBA), Dubai, United Arab Emirates (UAE). Wide genotypic variability was observed in the panel under salinity stress for key phenotypic traits viz., grain yield, days to anthesis, anthesis-silking interval, plant height, cob length, cob girth, and kernel number. The panel was genotyped following the genome-based sequencing approach to generate 955,690 SNPs. Total SNPs were filtered to 213,043 at a call rate of 0.85 and minor allele frequency of 0.05 for association analysis. A total of 259 highly significant (P ≤ 1 × 10–5) marker-trait associations (MTAs) were identified for seven phenotypic traits. The phenotypic variance for MTAs ranged between 5.2 and 9%. A total of 64 associations were found in 19 unique putative gene expression regions. Among them, 12 associations were found in gene models with stress-related biological functions. 2022-09-23T00:05:14Z 2022-09-23T00:05:14Z 2022 Article Published Version https://hdl.handle.net/10883/22182 10.3389/fpls.2022.869270 English https://figshare.com/collections/Genomic_Regions_Associated_With_Salinity_Stress_Tolerance_in_Tropical_Maize_Zea_Mays_L_/6020948 Nutrition, health & food security Accelerated Breeding Genetic Innovation CGIAR Research Program on Maize https://hdl.handle.net/10568/126231 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 Switzerland Frontiers Media S.A. 13 1664-462X Frontiers in Plant Science 869270 |
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AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Association Analysis MAIZE ABIOTIC STRESS SALINITY SINGLE NUCLEOTIDE POLYMORPHISM AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Association Analysis MAIZE ABIOTIC STRESS SALINITY SINGLE NUCLEOTIDE POLYMORPHISM |
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AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Association Analysis MAIZE ABIOTIC STRESS SALINITY SINGLE NUCLEOTIDE POLYMORPHISM AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Association Analysis MAIZE ABIOTIC STRESS SALINITY SINGLE NUCLEOTIDE POLYMORPHISM Zaidi, P.H. Shahid, M. Seetharam, K. Vinayan, M.T. Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.) |
description |
Being a widely cultivated crop globally under diverse climatic conditions and soil types, maize is often exposed to an array of biotic and abiotic stresses. Soil salinity is one of the challenges for maize cultivation in many parts of lowland tropics that significantly affects crop growth and reduces economic yields. Breeding strategies integrated with molecular approach might accelerate the process of identifying and developing salinity-tolerant maize cultivars. In this study, an association mapping panel consisting of 305 diverse maize inbred lines was phenotyped in a managed salinity stress phenotyping facility at International Center for Biosaline Agriculture (ICBA), Dubai, United Arab Emirates (UAE). Wide genotypic variability was observed in the panel under salinity stress for key phenotypic traits viz., grain yield, days to anthesis, anthesis-silking interval, plant height, cob length, cob girth, and kernel number. The panel was genotyped following the genome-based sequencing approach to generate 955,690 SNPs. Total SNPs were filtered to 213,043 at a call rate of 0.85 and minor allele frequency of 0.05 for association analysis. A total of 259 highly significant (P ≤ 1 × 10–5) marker-trait associations (MTAs) were identified for seven phenotypic traits. The phenotypic variance for MTAs ranged between 5.2 and 9%. A total of 64 associations were found in 19 unique putative gene expression regions. Among them, 12 associations were found in gene models with stress-related biological functions. |
format |
Article |
topic_facet |
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY Association Analysis MAIZE ABIOTIC STRESS SALINITY SINGLE NUCLEOTIDE POLYMORPHISM |
author |
Zaidi, P.H. Shahid, M. Seetharam, K. Vinayan, M.T. |
author_facet |
Zaidi, P.H. Shahid, M. Seetharam, K. Vinayan, M.T. |
author_sort |
Zaidi, P.H. |
title |
Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.) |
title_short |
Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.) |
title_full |
Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.) |
title_fullStr |
Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.) |
title_full_unstemmed |
Genomic regions associated with salinity stress tolerance in tropical maize (Zea Mays L.) |
title_sort |
genomic regions associated with salinity stress tolerance in tropical maize (zea mays l.) |
publisher |
Frontiers Media S.A. |
publishDate |
2022 |
url |
https://hdl.handle.net/10883/22182 |
work_keys_str_mv |
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1781883767352197120 |