PubMed and Embase were searched using predefined inclusion criteria to conduct meta-analyses on the association between serum levels of TG, TC, HDL, ApoA-I, and risk of 11 obesity-related cancers. The gene discussed is APOA1; the disease is obesity due to melanocortin 4 receptor deficiency.