Moreover, although increased leptin levels and reduced adiponectin levels also predicted follow-up MS (all P < 0.05), further adjustment for baseline leptin and adiponectin didn’t modify the associations between baseline RBP4 and follow-up MS (P = 0.003; Model 4). This evidence concerns the gene LEP and myeloid sarcoma.