Through integrative analysis of bulk and single-cell RNA sequencing data, we identified a conserved set of seven ZNF genes, including ZNF184, that are upregulated in acute lymphoblastic leukemia (ALL) and exhibit dynamic expression patterns linked to disease progression. The gene discussed is ZNF184; the disease is acute lymphoblastic leukemia.