The top predictors, rs10521308 (FTO), rs2206135 (CTNNBL1), cg13438334 (DGAT1), and cg22390041 (ALDH4A1) are located in genes known to be associated with obesity risk. Here, ALDH4A1 is linked to obesity due to melanocortin 4 receptor deficiency.