Although CD14, CLU, CD99, and SAA2 have been reported to be protein markers for insulin resistance, obesity, and inflammation, our data showed that they only had a modest difference in expression level between healthy and pre-diabetic sera. The gene discussed is CLU; the disease is obesity due to melanocortin 4 receptor deficiency.