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. The gene discussed is SREBF1; the disease is lung carcinoma.