Moreover, our etiology-associated mutational signatures analysis further demonstrated that the Clock-like signature and the AID/APOBEC activity signature are the major contributors of risk scores in many types of cancer, with additional mutational signatures contributing to some specific cancer types, such as dMMR in CRC and HRD in BRCA. This evidence concerns the gene AICDA and colorectal carcinoma.