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.

Frontiers in Oncology
|August 25, 2022
PubMed

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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