In addition, pan-cancer studies provide evidence for factors affecting predisposition to different cancer types, highlighting rare germline cancer susceptibility variants that affect tumour suppressor genes including ATM, BRCA1, BRCA2, BRIP1, and PALB24. This evidence concerns the gene BRCA1 and cancer.