Nature Communications (Oct 2022)
GWAS, MWAS and mGWAS provide insights into precision agriculture based on genotype-dependent microbial effects in foxtail millet
- Yayu Wang,
- Xiaolin Wang,
- Shuai Sun,
- Canzhi Jin,
- Jianmu Su,
- Jinpu Wei,
- Xinyue Luo,
- Jiawen Wen,
- Tong Wei,
- Sunil Kumar Sahu,
- Hongfeng Zou,
- Hongyun Chen,
- Zhixin Mu,
- Gengyun Zhang,
- Xin Liu,
- Xun Xu,
- Lone Gram,
- Huanming Yang,
- Ertao Wang,
- Huan Liu
Affiliations
- Yayu Wang
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Xiaolin Wang
- National Key Laboratory of Plant Molecular Genetics, Chinese Academy of Sciences Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences
- Shuai Sun
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Canzhi Jin
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Jianmu Su
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Jinpu Wei
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Xinyue Luo
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Jiawen Wen
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Tong Wei
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Sunil Kumar Sahu
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Hongfeng Zou
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Hongyun Chen
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Zhixin Mu
- Center for Agricultural Genetic Resources Research, Shanxi Agricultural University
- Gengyun Zhang
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Xin Liu
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Xun Xu
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Lone Gram
- Department of Biotechnology and Biomedicine, Technical University of Denmark
- Huanming Yang
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- Ertao Wang
- National Key Laboratory of Plant Molecular Genetics, Chinese Academy of Sciences Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences
- Huan Liu
- State Key Laboratory of Agricultural Genomics, BGI-Shenzhen
- DOI
- https://doi.org/10.1038/s41467-022-33238-4
- Journal volume & issue
-
Vol. 13,
no. 1
pp. 1 – 17
Abstract
Plant genotype alone appears to be insufficient to explain trait variations. This study integrates GWAS, MWAS and mGWAS in 827 foxtail millet cultivars, revealing that root-associated microbiota affect plant phenotypes in a host genotype-dependent manner.
