In cancer, acute means rapidly progressing, or having a sudden onset. In the description of acute leukemia, "acute" signifies the sudden appearance of the disease in a person who was previously healthy. Catching acute leukemia in a routine blood test is a matter of chance; very different results can occur between two routine blood counts.