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

Author

Listed:
  • Yuxuan Liu

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

  • Zhimin Gu

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

  • Hui Cao

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

  • Pranita Kaphle

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

  • Junhua Lyu

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

  • Yuannyu Zhang

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

  • Wenhuo Hu

    (Memorial Sloan Kettering Cancer Center)

  • Stephen S. Chung

    (University of Texas Southwestern Medical Center)

  • Kathryn E. Dickerson

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

  • Jian Xu

    (University of Texas Southwestern Medical Center
    University of Texas Southwestern Medical Center)

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.

Suggested Citation

  • Yuxuan Liu & Zhimin Gu & Hui Cao & Pranita Kaphle & Junhua Lyu & Yuannyu Zhang & Wenhuo Hu & Stephen S. Chung & Kathryn E. Dickerson & Jian Xu, 2021. "Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-26582-4
    DOI: 10.1038/s41467-021-26582-4
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    References listed on IDEAS

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    Cited by:

    1. Gao, Shiping & Li, Nan, 2023. "Preference reversal and the evolution of cooperation," Applied Mathematics and Computation, Elsevier, vol. 438(C).

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