We identified the effect of MC4R rs12970134 on overweight/obesity and BMI, and we also found physical activity and sedentary behaviors modified the association between the rs12970134 and BMI in Chinese children and adolescents. Here, MC4R is linked to obesity due to melanocortin 4 receptor deficiency.