In this study, we found that cg11024682 (in SREBF1) and cg06500161 (in ABCG1) could mediate 45.3% and 19.5% of the association between BMI and decreased lung cancer risk, respectively. This evidence concerns the gene ABCG1 and lung carcinoma.