The largest network (Supplementary Fig. 1a) included 20 proteins and was predicted to be involved in tissue morphology, inflammatory response and cardiovascular diseases including proteins encoded by genes already associated with obesity (INS, LEP, SERPINE1, IL1RAP, and RARRES2). Here, IL1RAP is linked to obesity due to melanocortin 4 receptor deficiency.