In addition to the common diabetes markers reported, we found that YWHAZ, YWHAB, YWHAG, YWHAE, CALM3, CRP, SAA2, PARK 7, IGFBP1 and VNN1 can be used as potential biomarkers for predicting abnormal blood glucose levels. This evidence concerns the gene VNN1 and diabetes mellitus.