We conducted two-step MR analysis to explore whether the effect of TG, LDL-C and ApoB on TL was mediated via obesity-related phenotypes, i.e., BMI, BFP, WHR, HC and WC. Here, APOB is linked to obesity due to melanocortin 4 receptor deficiency.