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Revealing the intratumoral heterogeneity of non-DS acute megakaryoblastic leukemia in single-cell resolution
Narun Su1, Zifeng Li1, Jiapeng Yang1
1Department of Hematology and Oncology, National Children's Medical Center, Children's Hospital of Fudan University, Shanghai, China.
Abstract:
Pediatric acute megakaryoblastic leukemia (AMKL) is a subtype of acute myeloid leukemia (AML) characterized by abnormal megakaryoblasts, and it is divided into the AMKL patients with Down syndrome (DS-AMKL) and AMKL patients without DS (non-DS-AMKL). Pediatric non-DS-AMKL is a heterogeneous disease with extremely poor outcome. We performed single-cell RNA sequencing (scRNA-seq) of the bone marrow from two CBFA2T3-GLIS2 fusion-positive and one RBM15-MKL1 fusion-positive non-DS-AMKL children. Meanwhile, we downloaded the scRNA-seq data of normal megakaryocyte (MK) cells of the fetal liver and bone marrow from healthy donors as normal controls. We conducted cell clustering, cell-type identification, inferCNV analysis, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment, and Monocle2 analysis to investigate the intratumoral heterogeneity of AMKL. Using canonical markers, we identified and characterized the abnormal blasts and other normal immune cells from three AMKL samples. We found intratumoral heterogeneity of AMKL in various cell-type proportions, malignant cells' diverse copy number variations (CNVs), maturities, significant genes expressions, and enriched pathways. We also identified potential markers for pediatric AMKL, namely, RACK1, ELOB, TRIR, NOP53, SELENOH, and CD81. Our work offered insight into the heterogeneity of pediatric acute megakaryoblastic leukemia and established the single-cell transcriptomic landscape of AMKL for the first time.
Insights
Pediatric acute megakaryoblastic leukemia (AMKL) without Down syndrome is heterogeneous. Single-cell RNA sequencing revealed intratumoral variations in cell types, copy number variations, and gene expression, offering new insights into this aggressive leukemia.
Area of Science:
- Hematology
- Oncology
- Genomics
Background:
- Pediatric acute megakaryoblastic leukemia (AMKL) is a subtype of acute myeloid leukemia (AML).
- Pediatric non-DS-AMKL is a heterogeneous disease with a poor prognosis.
- Understanding the heterogeneity of non-DS-AMKL is crucial for improving patient outcomes.
Purpose of the Study:
- To investigate the intratumoral heterogeneity of pediatric non-DS-AMKL using single-cell RNA sequencing.
- To establish the single-cell transcriptomic landscape of AMKL.
- To identify potential diagnostic markers for pediatric AMKL.
Main Methods:
- Single-cell RNA sequencing (scRNA-seq) of bone marrow from three pediatric non-DS-AMKL patients.
- Analysis of scRNA-seq data from normal megakaryocyte (MK) cells as controls.
- Cell clustering, cell-type identification, inferCNV analysis, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment, and Monocle2 analysis.
Main Results:
- Identified and characterized abnormal blasts and other immune cells in AMKL samples.
- Revealed intratumoral heterogeneity in cell-type proportions, copy number variations (CNVs), maturity, gene expression, and enriched pathways.
- Identified potential novel markers for pediatric AMKL: RACK1, ELOB, TRIR, NOP53, SELENOH, and CD81.
Conclusions:
- Pediatric non-DS-AMKL exhibits significant intratumoral heterogeneity.
- Single-cell transcriptomics provides a detailed landscape of AMKL.
- Identified potential biomarkers may aid in the diagnosis and understanding of pediatric AMKL.
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