Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation

Nat Commun. 2021 Nov 3;12(1):6323. doi: 10.1038/s41467-021-26582-4.

Abstract

Cancers develop from the accumulation of somatic mutations, yet it remains unclear how oncogenic lesions cooperate to drive cancer progression. Using a mouse model harboring NRasG12D and EZH2 mutations that recapitulates leukemic progression, we employ single-cell transcriptomic profiling to map cellular composition and gene expression alterations in healthy or diseased bone marrows during leukemogenesis. At cellular level, NRasG12D induces myeloid lineage-biased differentiation and EZH2-deficiency impairs myeloid cell maturation, whereas they cooperate to promote myeloid neoplasms with dysregulated transcriptional programs. At gene level, NRasG12D and EZH2-deficiency independently and synergistically deregulate gene expression. We integrate results from histopathology, leukemia repopulation, and leukemia-initiating cell assays to validate transcriptome-based cellular profiles. We use this resource to relate developmental hierarchies to leukemia phenotypes, evaluate oncogenic cooperation at single-cell and single-gene levels, and identify GEM as a regulator of leukemia-initiating cells. Our studies establish an integrative approach to deconvolute cancer evolution at single-cell resolution in vivo.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Apoptosis
  • Carcinogenesis / genetics*
  • Carcinogenesis / metabolism*
  • Cell Cycle
  • Enhancer of Zeste Homolog 2 Protein / deficiency
  • Enhancer of Zeste Homolog 2 Protein / genetics
  • Epigenomics
  • GTP Phosphohydrolases
  • Gene Expression Regulation, Neoplastic
  • Genetic Heterogeneity
  • Humans
  • Leukemia / genetics*
  • Leukemia / metabolism*
  • Leukemia, Myeloid, Acute
  • Membrane Proteins
  • Mice
  • Mice, Knockout
  • Mutation
  • Myeloid Cells
  • Oncogenes
  • Phenotype
  • Single-Cell Analysis*
  • Transcriptome

Substances

  • Membrane Proteins
  • EZH2 protein, human
  • Enhancer of Zeste Homolog 2 Protein
  • GTP Phosphohydrolases
  • NRAS protein, human