Although a family history of cancer does not disqualify a life insurance applicant, it can impact premiums and coverage. Insurance companies often consider family medical history, including cancer, as part of their underwriting process. If you have a family history of cancer, it might lead to higher premiums or more stringent underwriting requirements.