Given the well-established relationship between single nucleotide polymorphisms of the PEMT gene and susceptibility to low-choline diet-induced fatty liver, the authors further evaluated the predictive capability of fatty liver development among individuals with an abundance of Gammaproteobacteria and Erysipelotrichi bacteria, and the PEMT gene polymorphism. The gene discussed is PEMT; the disease is medical procedure.