As a further validation of our classification model, we applied the classification algorithm to a separate ATAC-seq validation cohort comprising 24 B-ALL patient samples of known subtype covering ETV6::RUNX1, DUX4-rearranged and hyperdiploid subtypes from our previous work.29 The gene discussed is DUX4; the disease is acute lymphoblastic leukemia.