The association of ADIPOR2 was lost after adjusting for covariates, while associations of PLIN1 and COL1A1 were only significant after adjusting for age, sex, BMI, the type of surgery, and T2D. This evidence concerns the gene ADIPOR2 and type 2 diabetes mellitus.