Integrated protein-metabolite network analysis identified OSBPL10, CUL2, and PRTN3 as potential regulators of lipid metabolism and insulin resistance, offering insights into obesity-associated metabolic dysfunction. Here, CUL2 is linked to obesity due to melanocortin 4 receptor deficiency.