qRT-PCR was performed to access the mRNA expressions of the feature genes.<h4>Results</h4>Five mitochondria-related feature genes (SLC2A2, ENTPD3, ARG2, CHL1, and RASGRP1) were identified for type 2 diabetes mellitus prediction. Here, SLC2A2 is linked to diabetes mellitus.