Notably, bariatric surgery was also associated with a lower rate of non-obesity-related cancers in the subgroup with the highest insulin levels (HRadj = 0.68; 95% CI [0.47, 0.99]; p = 0.045) (Fig F in S1 Appendix). Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.