We found that adiposity was positively associated with several insulin resistance-related phenotypes including HOMA-IR, fasting insulin, and HbA1c compared with the normal weight (FDR<0.05; Additional file 1: Table S12). This evidence concerns the gene INS and Insulin resistance.