Evaluation of obesity-related genes for association with RMR suggested a role for variants in PLA2G6, NEGR1, and NRXN3 (Table S2 (in Additional file 1)). Here, PLA2G6 is linked to obesity due to melanocortin 4 receptor deficiency.