AUG 6, 2026 · JOURNAL ARTICLE
Integrated gut microbiome and serum lipidomics reveals microbial–lipid interactions for predicting incident metabolic syndrome: a nested case–control study
Frontiers in Microbiology
A sound exploratory nested case–control study with multi-omics integration demonstrating microbial–lipid associations and predictive discrimination; limited by modest sample size, single cohort, and validation-set AUC that falls short of clinical utility.
Reported
Training set AUC0.995
Training set AUC 95% CI0.987–0.999
Validation set AUC0.722