Germline variants in the ATM gene were found more consistently across multiple primary tumor types and demonstrated a more consistent fraction of the overall germline variant burden than hereditary breast cancer (BRCA1/2) or Lynch syndrome genes in different tumors. Here, BRCA1 is linked to neoplasm.