Session: 618. Acute Myeloid Leukemias: Biomarkers and Molecular Markers in Diagnosis and Prognosis: Poster I
Hematology Disease Topics & Pathways:
Research, Acute Myeloid Malignancies, AML, Translational Research, Diseases, Myeloid Malignancies
Methods: We conducted an in-depth analysis of single-cell transcriptome data from nearly 260,000 derived from the bone marrow of patients with AML, T-cell acute lymphoblastic leukemia (T-ALL), or T/myeloid MPAL, comparing these data with healthy donors. We employed various analytical methods, including cell subpopulation analysis, pseudotime analysis, cell type mapping, stemness evaluation, and functional enrichment analysis, to identify novel molecular subtypes associated with T/My MPAL. The findings were subsequently validated through external bulk transcriptome data and immunohistochemistry (IHC) staining. Furthermore, we assessed survival prognosis and drug sensitivity differences among patients with these subtypes.
Results: Our study revealed that T/My MPAL malignant cells exhibited unique biphenotypic characteristics, significantly different from traditional AML or T-ALL. Although clinical differences between biphenotypic and bilineal T/My MPAL may exist, they were not significant at the whole transcriptome level. Using a topological manifold learning algorithm, we identified three subpopulations of MPAL malignant cells at the single-cell level, including AML-like, ALL-like, and a unique subpopulation that highly expressed the HOPX gene and exhibited higher stemness and quiescence. Notably, patients with a high prevalence of the unique subpopulation had significantly poorer prognosis. Additionally, we identified specific molecular markers for each subpopulation and validated these findings in multiple independent public datasets. Furthermore, we screened potential therapeutic drugs for each subtype, with venetoclax showing significant efficacy potential for the unique T/My MPAL subtype.
Conclusions: Our research provided new insights into the molecular heterogeneity of MPAL and offered personalized diagnostic and therapeutic targets for patients. By identifying and validating different molecular subtypes and their specific markers, we screened potential therapeutic drugs for each subtype, with venetoclax showing promising therapeutic potential, particularly for patients with the unique T/My MPAL subtype. These findings are expected to improve the prognosis of MPAL patients and advance the development of personalized treatment strategies.
Disclosures: No relevant conflicts of interest to declare.