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

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 NRas(G12D) and EZH2 mutations that recapitulates leukemic progression, we employ single-cell transcriptomic profiling to map c...

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Autores principales: Liu, Yuxuan, Gu, Zhimin, Cao, Hui, Kaphle, Pranita, Lyu, Junhua, Zhang, Yuannyu, Hu, Wenhuo, Chung, Stephen S., Dickerson, Kathryn E., Xu, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566485/
https://www.ncbi.nlm.nih.gov/pubmed/34732703
http://dx.doi.org/10.1038/s41467-021-26582-4
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author Liu, Yuxuan
Gu, Zhimin
Cao, Hui
Kaphle, Pranita
Lyu, Junhua
Zhang, Yuannyu
Hu, Wenhuo
Chung, Stephen S.
Dickerson, Kathryn E.
Xu, Jian
author_facet Liu, Yuxuan
Gu, Zhimin
Cao, Hui
Kaphle, Pranita
Lyu, Junhua
Zhang, Yuannyu
Hu, Wenhuo
Chung, Stephen S.
Dickerson, Kathryn E.
Xu, Jian
author_sort Liu, Yuxuan
collection PubMed
description 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 NRas(G12D) 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, NRas(G12D) 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, NRas(G12D) 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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spelling pubmed-85664852021-11-19 Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation Liu, Yuxuan Gu, Zhimin Cao, Hui Kaphle, Pranita Lyu, Junhua Zhang, Yuannyu Hu, Wenhuo Chung, Stephen S. Dickerson, Kathryn E. Xu, Jian Nat Commun Article 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 NRas(G12D) 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, NRas(G12D) 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, NRas(G12D) 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. Nature Publishing Group UK 2021-11-03 /pmc/articles/PMC8566485/ /pubmed/34732703 http://dx.doi.org/10.1038/s41467-021-26582-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Liu, Yuxuan
Gu, Zhimin
Cao, Hui
Kaphle, Pranita
Lyu, Junhua
Zhang, Yuannyu
Hu, Wenhuo
Chung, Stephen S.
Dickerson, Kathryn E.
Xu, Jian
Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
title Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
title_full Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
title_fullStr Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
title_full_unstemmed Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
title_short Convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
title_sort convergence of oncogenic cooperation at single-cell and single-gene levels drives leukemic transformation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566485/
https://www.ncbi.nlm.nih.gov/pubmed/34732703
http://dx.doi.org/10.1038/s41467-021-26582-4
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