11-Oct-2026
That glass of wine? Your skin microbes remember
International Society for Health Data Science
In this study, researchers profiled the human skin microbiome through an integrated analysis of public datasets, revealing high diversity and distinct co‐occurrence patterns that enabled classification into several modules. Key host and environmental factors were assessed for associations with microbiome composition, with lifestyle habits such as alcohol intake and physical activity emerging as particularly impactful. These findings were subsequently validated in a local cohort, showing strong consistency. Using machine learning, the team further identified potential microbial biomarkers and demonstrated accurate bidirectional prediction between skin microbiome profiles and alcohol intake.
- Funder
- National Natural Science Foundation of China, National Key R&D Program of China, Natural Science Foundation of Zhejiang Province, Westlake University-Muyuan Joint Research Institute, Zhejiang Provincial Key Laboratory Construction Project, Platform Development for Novel Vaccines and Antibodies, Construction Fund of Key Medical Disciplines of Hangzhou Laboratory Diagnostics, Westlake Education Foundation