Second, we identified a group of new biomarkers like MTND4P24 and THRAP3P1. Although such genes have been shown to be functionally correlated with T2D, previous studies have not identified such genes as potential biomarkers of T2D. The gene discussed is MTND4P24; the disease is type 2 diabetes mellitus.