VRK1 and cancer: Furthermore, we observed that genetic alterations of VRK1 co-occurred with the frequency and pattern of these same genes, suggesting a functional partnership between VRK1 and these genes in the oncogenic processes across various cancer types (Figure 3B, 3C).