ATM and cancer: Across our multiple cancer phenotypes, we also recapitulated previously known gene-based associations in ATM, BRCA1/2, and CHEK2 and found potentially novel associations in SAMHD1 and SLC6A2. These genes remained associated with multiple cancer diagnoses when comparing to individuals with a single cancer.