We detected genetic correlations between FI and 22 other traits (P < 0.00012, corrected for multiple testing), including obesity-related phenotypes, leptin levels without adjustment for BMI, T2D, high-density lipoprotein cholesterol and triglycerides. This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.