We found gender, regular exercise, and obesity significantly interacted with SNPs in the EDNRA gene, and gender interacted with SNPs in the EDN1 gene to influence carotid IMTs in the Han Chinese participants of the TCHS study. The gene discussed is EDNRA; the disease is obesity due to melanocortin 4 receptor deficiency.