Metabolomics navigates natural variation in pathogen-induced secondary metabolism across soybean cultivar populations

M Mengjun Tian (State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University) Y Yaru Sun (State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University) G Guodong Zhang Y Yufei Xu (Key Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University) J Jiang Zhu W Wenwen Huang (State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University) Y Yizhan Wang (State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University) B Bingcui Zhang (State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University) Z Zhiyuan Li S Shaoyan Lin (State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University) F Fang Zhang (Key Laboratory of Evolution and Marine Biodiversity (Ministry of Education) and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China.) Z Zhenchuan Ma (State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University) X Xiangchao Gan (Zhongshan Biological Breeding Laboratory, No. 50 Zhongling Street) J Junjie Tan (Zhongshan Biological Breeding Laboratory, No. 50 Zhongling Street) Y Yu Chen S Suhua Li (School of Chemistry, IGCME) J Junyi Gai (Key Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University) G Guangnan Xing (Key Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University) M Ming Wang Y Yuanchao Wang (State Key Laboratory of Agricultural and Forestry Biosecurity, Sanya Institute of Nanjing Agricultural University, The Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), College of Plant Protection, Nanjing Agricultural University, Nanjing, China.)

Abstract

Phytophthora soja e-induced root rot poses a major threat to soybean production. While the molecular mechanisms underlying soybean– P. sojae interactions have been extensively studied, their biochemical basis remains largely unexplored. Previous research has identified key metabolic modules involved in pathogen defense, but structural diversity has largely been constrained by studies on single soybean accessions. Here, we broadened the chemical search space to a diverse soybean germplasm collection using high-throughput metabolomics as a powerful tool for comprehensive metabolic profiling. Chemical classes of lipids and phenylpropanoids again retrieved the most pronounced responses upon P. sojae infection in general. A two-layer analytical strategy further finely resolved metabolites into pathogenesis-, resistance-, and tolerance-type accumulation patterns, leading to the identification of cinnamaldehyde and coumestrol as potent defense metabolites. Bioassays validated cinnamaldehyde directly and strongly inhibited cyst germination and mycelial growth, and coumestrol, a benzofuran-type metabolite, exhibited broad-spectrum activity against spore germination as an identified phytoalexin. Multiomics analyses nailed down the candidate of coumestrol biosynthesis genes, and genetically overexpression of regulatory genes ( Dir2a/4a/4b ) in hairy root systems increased coumestrol accumulation thus positively correlating with improved host resistance. Interestingly, tolerance-type compounds may serve distinct ecological roles, as exemplified by daidzein, which, despite being classified as a tolerance-type metabolite, recruits more zoospores facilitating secondary infection in fact. This study highlights a systematic approach for population-level investigations and emphasizes the necessity of integrating bioinformatics with experimental validation to accurately predict metabolite or gene ecological functions.

Article Details

Volume / Issue Vol. 122, Issue 34
Published August 26, 2025
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (20)

M

Mengjun Tian

State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University

Y

Yaru Sun

State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University

G

Guodong Zhang

Y

Yufei Xu

Key Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University

J

Jiang Zhu

W

Wenwen Huang

State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University

Y

Yizhan Wang

State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University

B

Bingcui Zhang

State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University

Z

Zhiyuan Li

S

Shaoyan Lin

State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University

F

Fang Zhang

Key Laboratory of Evolution and Marine Biodiversity (Ministry of Education) and Institute of Evolution and Marine Biodiversity, Ocean University of China, Qingdao, China.

Z

Zhenchuan Ma

State Key Laboratory of Agricultural and Forestry Biosecurity, Nanjing Agricultural University

X

Xiangchao Gan

Zhongshan Biological Breeding Laboratory, No. 50 Zhongling Street

J

Junjie Tan

Zhongshan Biological Breeding Laboratory, No. 50 Zhongling Street

Y

Yu Chen

S

Suhua Li

School of Chemistry, IGCME

J

Junyi Gai

Key Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University

G

Guangnan Xing

Key Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture and Rural Affairs, Nanjing Agricultural University

M

Ming Wang

Y

Yuanchao Wang

State Key Laboratory of Agricultural and Forestry Biosecurity, Sanya Institute of Nanjing Agricultural University, The Key Laboratory of Integrated Management of Crop Diseases and Pests (Ministry of Education), College of Plant Protection, Nanjing Agricultural University, Nanjing, China.