Genomic investigation of 18,421 lines reveals the genetic architecture of rice

Author:

Wei Xin1ORCID,Chen Mengjiao1ORCID,Zhang Qi1ORCID,Gong Junyi2ORCID,Liu Jie1ORCID,Yong Kaicheng1ORCID,Wang Qin1ORCID,Fan Jiongjiong2,Chen Suhui1ORCID,Hua Hua1,Luo Zhaowei1,Zhao Xiaoyan1,Wang Xuan1ORCID,Li Wei1,Cong Jia1,Yu Xiting1,Wang Zhihan1,Huang Ruipeng1,Chen Jiaxin1,Zhou Xiaoyi1ORCID,Qiu Jie1ORCID,Xu Ping1ORCID,Murray Jeremy3ORCID,Wang Hai4ORCID,Xu Yang5ORCID,Xu Chenwu5ORCID,Xu Gen6ORCID,Yang Jinliang6ORCID,Han Bin3ORCID,Huang Xuehui1ORCID

Affiliation:

1. Shanghai Key Laboratory of Plant Molecular Sciences, Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai 200234, China.

2. State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 310006, China.

3. CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200233, China.

4. State Key Laboratory of Plant Physiology and Biochemistry, College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China.

5. Key Laboratory of Plant Functional Genomics of Ministry of Education, College of Agriculture, Yangzhou University, Yangzhou 225009, China.

6. Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE 68583, USA.

Abstract

Understanding how numerous quantitative trait loci (QTL) shape phenotypic variation is an important question in genetics. To address this, we established a permanent population of 18,421 (18K) rice lines with reduced population structure. We generated reference-level genome assemblies of the founders and genotyped all 18K-rice lines through whole-genome sequencing. Through high-resolution mapping, 96 high-quality candidate genes contributing to variation in 16 traits were identified, including OsMADS22 and OsFTL1 verified as causal genes for panicle number and heading date, respectively. We identified epistatic QTL pairs and constructed a genetic interaction network with 19 genes serving as hubs. Overall, 170 masking epistasis pairs were characterized, serving as an important factor contributing to genetic background effects across diverse varieties. The work provides a basis to guide grain yield and quality improvements in rice.

Publisher

American Association for the Advancement of Science (AAAS)

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