Of the types of cancers, oesophageal cancer had the highest mutation frequency of CDK12 at 12.94%; this was followed by breast cancer, bladder cancer, endometrial cancer, and colorectal cancer (Fig.12B). Here, CDK12 is linked to breast cancer.