By intersecting the results obtained from these three methods, we ultimately identified five candidate biomarkers for DM, including ALDH1A3, MIOS-DT, MELTF-AS1, LRRK2, and IER3 (Figure 3F). This evidence concerns the gene MIOS and diabetes mellitus.