Finally, in the tumor evolution analysis, four driver genes had a significantly lower fraction of subclonal mutations, including TP53, KEAP1, STK11 and EGFR, thus suggesting a tumor initiation role for these genes [9]. Here, KEAP1 is linked to neoplasm.