b) Gene mutations: ALL is also characterized by mutations in genes that regulate cell growth, differentiation, and survival, such as TP53, KRAS, IKZF1 and NOTCH1. This evidence concerns the gene NOTCH1 and acute lymphoblastic leukemia.