Genes with a large number of correlated links to other diabetes-related genes in all study data included NCK1, HIGD1A, VRK3, KBTBD8, ZBTB33, TMTC4, MRPS28, DYNLT3, and SMARCAD1 (Figure 8). This evidence concerns the gene ZBTB33 and diabetes mellitus.