Our study demonstrate for the first time that the SNP rs17782313 near MC4R and the SNP rs6265 near BDNF are associated with adiponectin in Chinese children, but this study may not provide direct evidence that the expression of MC4R and BDNF influences obesity because of the lack of gene expression data. Here, MC4R is linked to obesity disorder.