Our analysis of cancer cell line data identified associations of drug sensitivity with expression levels of APOBEC3A, APOBEC3B, REV1, and UNG genes and with abundance of sequence motifs and kataegis clusters attributed to APOBEC activity. Here, UNG is linked to cancer.