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Research Article | Open Access

Identifying candidate genes and patterns of heat-stress response in rice using a genome-wide association study and transcriptome analyses

Yingxue Yanga,1, Chao Zhanga,b,1, De Zhua,1, Huiying Hea, Zhaoran Weia, Qiaoling Yuana, Xiaoxia Lia, Xu Gaoa, Bin Zhanga, Hongsheng Gaoa,b, Bo Wanga, Shuaimin Caoa, Tianyi Wanga, Yuhua Lia, Xiaoman Yua, Longbiao Guoc, Guanjing Hua( ), Qian Qiana,c( ), Lianguang Shanga( )
Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518120, Guangdong, China
College of Agriculture, Ludong University, Yantai 264025, Shandong, China
China National Rice Research Institute (CNRRI), Chinese Academy of Agricultural Sciences, Hangzhou 311401, Zhejiang, China

1 These authors contributed equally to this work.

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Abstract

Because high temperatures impair rice production, it is desirable to elucidate the regulatory mechanisms involved in rice response to heat stress. The objectives of this study were to identify candidate genes and characterize their response patterns during rice adaptation to high temperatures at the seedling stage. Ten heat-associated quantitative-trait loci were identified in a genome-wide association study. Comparison of transcript abundances in heat-sensitive and heat-tolerant rice pools under heat stress revealed approximately 400 differentially expressed genes. The expression of genes from heat-sensitive accessions changed more than those from heat-tolerant accessions under heat stress. Alternative splicing (AS) events responded to heat stress in rice. The types of AS variants significant different between the heat-sensitive and heat-tolerant accessions. Expression patterns differing between the heat-sensitive and heat-tolerant accessions were identified for genes known to be involved in heat stress. We identified eleven genes associated with rice heat stress response. These genes could be pyramided to breed heat-tolerant rice accessions.

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The Crop Journal
Pages 1633-1643

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Cite this article:
Yang Y, Zhang C, Zhu D, et al. Identifying candidate genes and patterns of heat-stress response in rice using a genome-wide association study and transcriptome analyses. The Crop Journal, 2022, 10(6): 1633-1643. https://doi.org/10.1016/j.cj.2022.02.011

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Received: 13 November 2021
Revised: 17 January 2022
Accepted: 21 March 2022
Published: 26 March 2022
© 2022 Crop Science Society of China and Institute of Crop Science, CAAS.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).