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Unveiling the genetic architecture for lodging resistance in rice (Oryza sativa. L) by genome-wide association analyses

文献类型： 外文期刊

作者： Rashid, Muhammad Abdul Rehman 1 ; Zhao, Yong 1 ; Azeem, Farrukh 2 ; Zhao, Yan 1 ; Ahmed, Hafiz Ghulam Muhu-Din 4 ; Atif, Rana Muhammad 5 ; Pan, Yinghua 1 ; Zhu, Xiaoyang 1 ; Liang, Yuntao 7 ; Zhang, Hongliang 1 ; Li, Danting 7 ; Zhang, Zhanying 1 ; Li, Zichao 1 ;

作者机构： 1.China Agr Univ, Coll Agron & Biotechnol, State Key Lab Agrobiotechnol, Beijing Key Lab Crop Genet Improvement, Beijing, Peoples R China

2.Govt Coll Univ Faisalabad, Dept Bioinformat & Biotechnol, Faisalabad, Pakistan

3.Shandong Agr Univ, Coll Agron, Tai An, Peoples R China

4.Islamia Univ Bahawalpur, Dept Plant Breeding & Genet, Bahawalpur, Pakistan

5.Univ Agr Faisalabad, Dept Plant Breeding & Genet, Faisalabad, Pakistan

6.Univ Agr Faisalabad, Natl Ctr Big Data & Cloud Comp, Ctr Adv Studies Agr & Food Secur, Precis Agr & Analyt Lab, Faisalabad, Pakistan

7.Guangxi Acad Agr Sci, Rice Res Inst, Guangxi Key Lab Rice Genet & Breeding, Nanning, Peoples R China

关键词： GWAS; association mapping; rice (Oryza sativa L.); lodging resistance; culm strength; genetic architecture

期刊名称：FRONTIERS IN GENETICS （ 影响因子：4.772； 五年影响因子：4.933 ）

ISSN：

年卷期： 2022 年 13 卷

页码：

收录情况： SCI

摘要： Lodging is one of the major abiotic stresses, affecting the total crop yield and quality. The improved lodging resistance and its component traits potentially reduce the yield losses. The section modulus (SM), bending moment at breaking (M), pushing resistance (PR), and coefficient of lodging resistance (cLr) are the key elements to estimate the lodging resistance. Understanding the genetic architecture of lodging resistance-related traits will help to improve the culm strength and overall yield potential. In this study, a natural population of 795 globally diverse genotypes was further divided into two (indica and japonica) subpopulations and was used to evaluate the lodging resistance and culm strength-related traits. Significant diversity was observed among the studied traits. We carried out the genome-wide association evaluation of four lodging resistance traits with 3.3 million deep resolution single-nucleotide polymorphic (SNP) markers. The general linear model (GLM) and compressed mixed linear model (MLM) were used for the whole population and two subpopulation genome-wide association studies (GWAS), and a 1000-time permutation test was performed to remove the false positives. A total of 375 nonredundant QTLs were observed for four culm strength traits on 12 chromosomes of the rice genome. Then, 33 pleiotropic loci governing more than one trait were mined. A total of 4031 annotated genes were detected within the candidate genomic region of 33 pleiotropic loci. The functional annotations and metabolic pathway enrichment analysis showed cellular localization and transmembrane transport as the top gene ontological terms. The in silico and in vitro expression analyses were conducted to validate the three candidate genes in a pleiotropic QTL on chromosome 7. It validated OsFBA2 as a candidate gene to contribute to lodging resistance in rice. The haplotype analysis for the candidate gene revealed a significant functional variation in the promoter region. Validation and introgression of alleles that are beneficial to induce culm strength may be used in rice breeding for lodging resistance.

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