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Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels
BACKGROUND: Fungus infection in staple grains affects the food storage and threatens food security. The Aspergillus flavus is known to infect multiple grains and produce mycotoxin Aflatoxin B1, which is mutagenic, teratogenic and causes immunosuppression in animals. However, the molecular mechanism...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216483/ https://www.ncbi.nlm.nih.gov/pubmed/32393173 http://dx.doi.org/10.1186/s12870-020-02404-5 |
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author | Han, Guomin Li, Cuiping Xiang, Fangzhi Zhao, Qianqian Zhao, Yang Cai, Ronghao Cheng, Beijiu Wang, Xuewen Tao, Fang |
author_facet | Han, Guomin Li, Cuiping Xiang, Fangzhi Zhao, Qianqian Zhao, Yang Cai, Ronghao Cheng, Beijiu Wang, Xuewen Tao, Fang |
author_sort | Han, Guomin |
collection | PubMed |
description | BACKGROUND: Fungus infection in staple grains affects the food storage and threatens food security. The Aspergillus flavus is known to infect multiple grains and produce mycotoxin Aflatoxin B1, which is mutagenic, teratogenic and causes immunosuppression in animals. However, the molecular mechanism of maize resistance to A. flavus is largely unknown. RESULTS: Here we used corn kernels to investigate resistance genes to A. flavus using genome-wide association study (GWAS) of 313 inbred lines. We characterized the resistance levels of kernels after inoculating with A. flavus. The GWAS with 558,529 SNPs identified four associated loci involving 29 candidate genes that were linked to seed development, resistance or infection, and involved in signal pathways, seed development, germination, dormancy, epigenetic modification, and antimicrobial activity. In addition, a few candidate genes were also associated with several G-protein signaling and phytohormones that might involve in synergistic work conferring different resistance during seed development. Expression of 16 genes out of 29 during kernel development was also associated with resistance levels. CONCLUSIONS: We characterized the resistance levels of 313 maize kernels after inoculating with A. flavus, and found four associated loci and 16 candidate maize genes. The expressed 16 genes involved in kernel structure and kernel composition most likely contribute to mature maize kernels’ resistance to A. flavus, and in particular, in the development of pericarp. The linked candidate genes could be experimentally transformed to validate and manipulate fungal resistance. Thus this result adds value to maize kernels in breeding programs. |
format | Online Article Text |
id | pubmed-7216483 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72164832020-05-18 Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels Han, Guomin Li, Cuiping Xiang, Fangzhi Zhao, Qianqian Zhao, Yang Cai, Ronghao Cheng, Beijiu Wang, Xuewen Tao, Fang BMC Plant Biol Research Article BACKGROUND: Fungus infection in staple grains affects the food storage and threatens food security. The Aspergillus flavus is known to infect multiple grains and produce mycotoxin Aflatoxin B1, which is mutagenic, teratogenic and causes immunosuppression in animals. However, the molecular mechanism of maize resistance to A. flavus is largely unknown. RESULTS: Here we used corn kernels to investigate resistance genes to A. flavus using genome-wide association study (GWAS) of 313 inbred lines. We characterized the resistance levels of kernels after inoculating with A. flavus. The GWAS with 558,529 SNPs identified four associated loci involving 29 candidate genes that were linked to seed development, resistance or infection, and involved in signal pathways, seed development, germination, dormancy, epigenetic modification, and antimicrobial activity. In addition, a few candidate genes were also associated with several G-protein signaling and phytohormones that might involve in synergistic work conferring different resistance during seed development. Expression of 16 genes out of 29 during kernel development was also associated with resistance levels. CONCLUSIONS: We characterized the resistance levels of 313 maize kernels after inoculating with A. flavus, and found four associated loci and 16 candidate maize genes. The expressed 16 genes involved in kernel structure and kernel composition most likely contribute to mature maize kernels’ resistance to A. flavus, and in particular, in the development of pericarp. The linked candidate genes could be experimentally transformed to validate and manipulate fungal resistance. Thus this result adds value to maize kernels in breeding programs. BioMed Central 2020-05-11 /pmc/articles/PMC7216483/ /pubmed/32393173 http://dx.doi.org/10.1186/s12870-020-02404-5 Text en © The Author(s) 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Han, Guomin Li, Cuiping Xiang, Fangzhi Zhao, Qianqian Zhao, Yang Cai, Ronghao Cheng, Beijiu Wang, Xuewen Tao, Fang Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels |
title | Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels |
title_full | Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels |
title_fullStr | Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels |
title_full_unstemmed | Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels |
title_short | Genome-wide association study leads to novel genetic insights into resistance to Aspergillus flavus in maize kernels |
title_sort | genome-wide association study leads to novel genetic insights into resistance to aspergillus flavus in maize kernels |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216483/ https://www.ncbi.nlm.nih.gov/pubmed/32393173 http://dx.doi.org/10.1186/s12870-020-02404-5 |
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