TY - JOUR
T1 - Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
AU - Liu, Yuxuan
AU - Gu, Zhimin
AU - Cao, Hui
AU - Kaphle, Pranita
AU - Lyu, Junhua
AU - Zhang, Yuannyu
AU - Hu, Wenhuo
AU - Chung, Stephen S.
AU - Dickerson, Kathryn E.
AU - Xu, Jian
N1 - Funding Information:
We are grateful to Samuel Wolock and Allon Klein at Harvard Medical School, Murat Can Çobanoğlu at UT Southwestern, and Thao Nguyen Bach and Michael Q. Zhang at UT-Dallas for help with the development of scRNA-seq pipelines, Josée Hébert and Draoui Muriel at University of Montreal for help with the survival analysis in Leucegene AML cohorts, Jing Zhang at University of Wisconsin-Madison for discussions, and other Xu laboratory members for technical support. Y.L. was supported by the Cancer Prevention and Research Institute of Texas (CPRIT) training grant (RP160157). Z.G. was supported by the Moody Medical Research Institute. J.X. is a Scholar of The Leukemia & Lymphoma Society (LLS) and an American Society of Hematology (ASH) Scholar. This work was supported by the NIH grants R01CA230631, R01DK111430 and R21AI158240, by the Leukemia Texas Foundation research award, by the CPRIT grants (RR140025, RP180504, RP180826, and RP190417), and by the Welch Foundation grant I-1942 (to J.X.).
Publisher Copyright:
© 2021, The Author(s).
PY - 2021/12/1
Y1 - 2021/12/1
N2 - 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.
AB - 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.
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U2 - 10.1038/s41467-021-26582-4
DO - 10.1038/s41467-021-26582-4
M3 - Article
C2 - 34732703
AN - SCOPUS:85118508810
SN - 2041-1723
VL - 12
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 6323
ER -