Acute myeloid leukemia with mixed phenotype is characterized by stemness transcriptomic signatures and limited lineage plasticity
Galera, P.; Dilip, D.; Derkach, A.; Chan, A.; Zhang, Y.; Persuad, S.; Mishra, T.; Liu, Y.; Famulare, C.; Gao, Q.; Mata, D.; Arcila, M.; Geyer, M. B.; Stein, E.; Dogan, A.; Levine, R. L.; Roshal, M.; Glass, J.; Xiao, W.
Show abstract
Mixed phenotype (MP) in acute leukemias poses unique classification and management dilemmas and can be seen in entities other than de novo mixed phenotype acute leukemia (MPAL). Although WHO classification empirically recommends excluding AML with myelodysplasia related changes (AML-MRC) and therapy related AML (t-AML) with mixed phenotype (referred to as "AML-MP") from MPAL, there is lack of studies investigating the clinical, genetic, and biologic features of AML-MP. We report the first cohort of AML-MP integrating their clinical, immunophenotypic, genomic and transcriptomic features with comparison to MPAL and AML without MP. Patients with AML-MP share similar clinical and genetic features to its AML counterpart but differs from MPAL. AML-MP harbors more frequent RUNX1 mutations than AML without MP and MPAL. RUNX1 mutations or complex karyotypes did not impact the survival of MPAL patients. Unsupervised hierarchal clustering based on immunophenotype identified biologically distinct clusters with phenotype/genotype correlation and outcome differences. Furthermore, transcriptomic analysis showed an enrichment for stemness signature in AML-MP and AML without MP as compared to MPAL. Lastly, MPAL but not AML-MP often switched to lymphoid only immunophenotype after treatment. Expression of transcription factors critical for lymphoid differentiation were upregulated only in MPAL, but not in AML-MP. Our study for the first time demonstrates that AML- MP clinically and biologically resembles its AML counterpart without MP and differs from MPAL, supporting the recommendation to exclude these patients from the diagnosis of MPAL. Future studies are needed to elucidate the molecular mechanism of mixed phenotype in AML. Key pointsAML-MP clinically and biologically differs from MPAL but resembles AML. AML-MP shows RUNX1 mutations, stemness and limited lineage plasticity.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Combining LSD1 and JAK-STAT inhibition targets Down syndrome-associated myeloid leukemia at its core 97%
- Mapping AML heterogeneity – multi-cohort transcriptomic analysis identifies novel clusters and divergent ex-vivo drug responses 96%
- DEK::NUP214 acts as an XPO1-dependent transcriptional activator of essential leukemia genes 95%
Similar papers in this journal
- Quantification of measurable residual disease using duplex sequencing in adults with acute myeloid leukemia 96%
- First-born twin has a higher risk of acute leukemia in a population-based assessment of cancer in twins in California, and lower than anticipated rate of twin concordance 94%
- Inducing synthetic lethality for selective targeting of acute myeloid leukemia cells harboring STAG2 mutations 94%
Similar papers in this journal
- Monosomy 7/del(7q) Cause Sensitivity to Inhibitors of Nicotinamide Phosphoribosyltransferase in Acute Myeloid Leukemia 97%
- Serum Flt3 ligand is a biomarker of progenitor cell mass and prognosis in acute myeloid leukemia 95%
- Molecular mechanisms promoting long-term cytopenia after BCMA CAR-T therapy in Multiple Myeloma 95%
Similar papers in this journal
- Ex Vivo Drug Responses and Molecular Profiles of 597 Pediatric Acute Lymphoblastic Leukemia Patients 96%
- NOTCH1 fusions in pediatric T-cell lymphoblastic lymphoma: a high-risk subgroup with CCL17 (TARC) levels as diagnostic biomarker 95%
- Impact of clonal architecture on clinical course and prognosis in patients with myeloproliferative neoplasms 94%
Similar papers in this journal
- ARPP19 promotes MYC expression and associates with patient relapse in acute myeloid leukemia 97%
- Mutational Profile Enables The Identification Of A High Risk Subgroup In Myelodysplastic Syndromes With Isolated Trisomy 8 97%
- Acute myeloid leukemia expresses a specific group of olfactory receptors 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.