In summary, our study constructed a lncRNA–miRNA–mRNA network associated with CN-AML, and explored novel lncRNAs (especially GABPB1-AS1) as potential diagnostic and prognostic biomarkers. The gene discussed is GABPB1; the disease is acute myeloid leukemia.