Hub genes including MYH9, FLNA, DCTN1, CLTC, ERBB2, TCF4, VIM, LRRK2, IFI16 and CAV1 were identified as potential novel biomarkers for diabetes and obesity. The gene discussed is CLTC; the disease is obesity due to melanocortin 4 receptor deficiency.