In this study, we identified three CML diagnostic ARGs, FOXO1, TUSC1, and ATG4A, by three machine learning algorithms, all of which were downregulated in CML samples. The gene discussed is SERPINA2; the disease is chronic myelogenous leukemia, BCR-ABL1 positive.