Sik3, Apoa1, and Apoc3 have been shown to be associated with variations in total, HDL, LDL-cholesterol or triglyceride levels [6, 7, 39], and Cadm1 with obesity-related traits [40]. Here, SIK3 is linked to obesity due to melanocortin 4 receptor deficiency.