Specific genotype combinations of MC4R rs17782313 and SH2B1 rs7359397 (TC-CC and TC-CT) confer a substantially elevated obesity risk−15.58-fold higher than other genotypes—through synergistic regulation of the leptin–melanocortin pathway (49). Here, SH2B1 is linked to obesity due to melanocortin 4 receptor deficiency.