GIP (R = −0.01, p-value = 0.87) and C-peptide (R = −0.54, p-value <0.001) markers associated with insulin resistance were significantly elevated in men (Fig. 4c,d and Supplementary Table S5). This evidence concerns the gene GIP and Insulin resistance.