Open access
Aug 2026
Integrated gut microbiome and serum lipidomics reveals microbial–lipid interactions for predicting incident metabolic syndrome: a nested case–control study
A multi-omics model improved prediction of incident MetS over single-omics models, supporting the potential of microbiota–metabolite panels for early risk detection.
Peimeng Zhu, Jing-Feng Chen, Hang Yan et al.
· Frontiers in Microbiology · 0 citations