The result showed that papilloma carried higher mutation rate of genes, such as MPRIP, HRAS, and MAP3K1, while PUC carried a higher mutation rate of genes, such as FGFR3 and PPFIBP1 (Fig. 3a; Fisher’s exact test, p < 0.05). Here, PPFIBP1 is linked to papilloma.