To examine whether these metabolite concentrations and the choline-to-betaine ratio could be mediators of the association between PEMT rs7946 and risk of digestive system cancer, we conducted a mediation analysis using the nonparametric bootstrapping method and utilized the mediate function in the mediation package (package version: 4.5.0). Here, PEMT is linked to digestive system cancer.