To identify the subtype-specific mutations in melanoma, the “maftools” package (23) was first employed to produce oncoPrint plots which illustrated the top 20 popular mutant genes including TTN (72%), MUC16 (67%), BRAF (50%), DNAH5 (49%), PCLO (45%) ... (Figure 1D). Here, DNAH5 is linked to melanoma.