To further explore how these 10 key genes were propagated in the biological behavior of the tumor, we looked at the mutation rate of the 10 genes in pan-cancer and found out that: in 718 samples, MAP1B showed the highest mutation frequency. The gene discussed is MAP1B; the disease is cancer.