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