Certain genetic changes, or mutations, can increase the chances of leukemia or blood cancer. Leukemia, which is generally not considered hereditary, has certain genetic predispositions that increase the risk of developing the disease. Doctors say a detailed understanding of the unique genetic mutations is crucial as it can help them tailor treatment plans that are specific to each patient.