In summary, we found that varying lipid profiles and T2DM risk effects were related to the pleiotropic effects of ABCB1 SNP rs4148727, and smokers and individuals with a BMI ≥ 24 are more vulnerable to the effects. The gene discussed is ABCB1; the disease is type 2 diabetes mellitus.