These synergistic shifts in the gut microbial composition and function indicated that excessive Escherichia, Klebsiella, Kluyvera and Citrobacter colonized in AF patients might participate in the formation of TMAO via TMA-synthesis enzymes, such as CntA and TorA and metabolic functions targeting potential TMA producers. This evidence concerns the gene TOR1A and atrial fibrillation.