SH2B1 and obesity due to melanocortin 4 receptor deficiency: However, by controlling for these additional obesity-related covariates for intelligence in the GWAS using the UKBB cohort, we found that the genetic association between the identified SH2B1 polymorphisms and FI remained significant, strengthening the independence of SH2B1 as a genetic factor associated with FI.