LEP and ulcerative colitis: The sixth strongest predictor for children’s BMI was the polygenic score based on the GWAS of mean caudate nucleus volume that plays a role in various non-motor functions including procedural and associative learning and inhibitory action control.33, 34, 35, 36 Other predictors included ulcerative colitis, leptin and neuroticism.