The genes with many correlated links to other diabetes-related genes included NCK1, HIGD1A, VRK3, KBTBD8, ZBTB33, TMTC4, MRPS28, DYNLT3, and SMARCAD1 (Figure 8). Here, TMTC4 is linked to diabetes mellitus.