APEX1 and liver cancer: On top of the associations with dHR- and dMMR-related mutation components, we also identified an association of APEX1 with APOBEC mutagenesis (as well as dHR), and additionally several genes associating with a mutational component enriched in brain and liver cancers with an unknown underlying mechanism (Supplementary Note 1.2 and Supplementary Fig. 37).