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BiomarkersHumans100 participants·Case-control study

Integrated gut microbiome and serum lipidomics reveals microbial-lipid interactions for predicting incident metabolic syndrome: a nested case-control study

Frontiers in Microbiology

  • Machine learning
  • Lipid and ceramide metabolism
  • Microbiome composition
  • Metabolic syndrome
  • Sphingomyelin
  • Humans

The paper

Zhu P, Chen J, Yan H et al.

Frontiers in Microbiology · 6 Aug 2026

doi.org/10.3389/fmicb.2026.1862738PubMed 42625869

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