The meta-analysis demonstrates that the C allele of the MC4R rs17782313 polymorphism confers a higher risk of obesity and hyperglycemia, and the PGC1α rs8192678 polymorphism is weakly correlated with glucometabolic disorder. The gene discussed is PPARGC1A; the disease is obesity due to melanocortin 4 receptor deficiency.