NFKB1 and hematologic disorder: This study measures expression of nuclear factor kappa B (NF-κB)1 and related cytokine genes in bone marrow mononuclear cells in patients with hematological malignancies, analyzing the relationship between them with an integrated framework of statistical analyses, machine learning (ML), and explainable artificial intelligence (XAI).