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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-8566485 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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