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Alterations of the gut microbiome are associated with epigenetic age acceleration and physical fitness.

Ferenc TormaCsaba KerepesiMátyás JókaiGergely BabszkiErika KoltaiBalázs LigetiRegina KalcsevszkiKristen M McGreevySteve HorvathZsolt Radak
Published in: Aging cell (2024)
Epigenetic clocks can measure aging and predict the incidence of diseases and mortality. Higher levels of physical fitness are associated with a slower aging process and a healthier lifespan. Microbiome alterations occur in various diseases and during the aging process, yet their relation to epigenetic clocks is not explored. To fill this gap, we collected metagenomic (from stool), epigenetic (from blood), and exercise-related data from physically active individuals and, by applying epigenetic clocks, we examined the relationship between gut flora, blood-based epigenetic age acceleration, and physical fitness. We revealed that an increased entropy in the gut microbiome of physically active middle-aged/old individuals is associated with accelerated epigenetic aging, decreased fitness, or impaired health status. We also observed that a slower epigenetic aging and higher fitness level can be linked to altered abundance of some bacterial species often linked to anti-inflammatory effects. Overall our data suggest that alterations in the microbiome can be associated with epigenetic age acceleration and physical fitness.
Keyphrases
  • dna methylation
  • gene expression
  • body composition
  • middle aged
  • risk factors
  • machine learning
  • coronary artery disease
  • big data
  • artificial intelligence
  • high intensity
  • deep learning
  • microbial community