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Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia

Acute myeloid leukemia (AML) is a heterogeneous blood cancer. Effective immunotherapies for AML are hindered by a lack of understanding of the tumor microenvironment (TME). Here, we retrieved published single‐cell RNA sequencing data for 128,688 cells derived from 29 bone marrow aspirates, including...

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Autores principales: Zhang, Zhiyong, Deng, Cong, Zhu, Pei, Yao, Danlin, Shi, Jinlong, Zeng, Tiansheng, Huang, Wenhui, Huang, Zeyong, Wu, Zhihua, Li, Junyi, Xiao, Min, Fu, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551605/
https://www.ncbi.nlm.nih.gov/pubmed/37591615
http://dx.doi.org/10.1111/cas.15932
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author Zhang, Zhiyong
Deng, Cong
Zhu, Pei
Yao, Danlin
Shi, Jinlong
Zeng, Tiansheng
Huang, Wenhui
Huang, Zeyong
Wu, Zhihua
Li, Junyi
Xiao, Min
Fu, Lin
author_facet Zhang, Zhiyong
Deng, Cong
Zhu, Pei
Yao, Danlin
Shi, Jinlong
Zeng, Tiansheng
Huang, Wenhui
Huang, Zeyong
Wu, Zhihua
Li, Junyi
Xiao, Min
Fu, Lin
author_sort Zhang, Zhiyong
collection PubMed
description Acute myeloid leukemia (AML) is a heterogeneous blood cancer. Effective immunotherapies for AML are hindered by a lack of understanding of the tumor microenvironment (TME). Here, we retrieved published single‐cell RNA sequencing data for 128,688 cells derived from 29 bone marrow aspirates, including 21 AML patients and eight healthy donors. We established a global tumor ecosystem including nine main cell types. Myeloid, T, and NK cells were further re‐clustered and annotated. Developmental trajectory analysis indicated that exhausted CD8(+) T cells might develop via tissue residual memory T cells (TRM) in the AML TME. Significantly higher expression levels of exhaustion molecules in AML TRM cells suggested that these cells were influenced by the TME and entered an exhausted state. Meanwhile, the upregulation of checkpoint molecules and downregulation of granzyme were also observed in AML NK cells, suggesting an exhaustion state. In conclusion, our comprehensive profiling of T/NK subpopulations provides deeper insights into the AML immunosuppressive ecosystem, which is critical for immunotherapies.
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spelling pubmed-105516052023-10-06 Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia Zhang, Zhiyong Deng, Cong Zhu, Pei Yao, Danlin Shi, Jinlong Zeng, Tiansheng Huang, Wenhui Huang, Zeyong Wu, Zhihua Li, Junyi Xiao, Min Fu, Lin Cancer Sci ORIGINAL ARTICLES Acute myeloid leukemia (AML) is a heterogeneous blood cancer. Effective immunotherapies for AML are hindered by a lack of understanding of the tumor microenvironment (TME). Here, we retrieved published single‐cell RNA sequencing data for 128,688 cells derived from 29 bone marrow aspirates, including 21 AML patients and eight healthy donors. We established a global tumor ecosystem including nine main cell types. Myeloid, T, and NK cells were further re‐clustered and annotated. Developmental trajectory analysis indicated that exhausted CD8(+) T cells might develop via tissue residual memory T cells (TRM) in the AML TME. Significantly higher expression levels of exhaustion molecules in AML TRM cells suggested that these cells were influenced by the TME and entered an exhausted state. Meanwhile, the upregulation of checkpoint molecules and downregulation of granzyme were also observed in AML NK cells, suggesting an exhaustion state. In conclusion, our comprehensive profiling of T/NK subpopulations provides deeper insights into the AML immunosuppressive ecosystem, which is critical for immunotherapies. John Wiley and Sons Inc. 2023-08-17 /pmc/articles/PMC10551605/ /pubmed/37591615 http://dx.doi.org/10.1111/cas.15932 Text en © 2023 The Authors. Cancer Science published by John Wiley & Sons Australia, Ltd on behalf of Japanese Cancer Association. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle ORIGINAL ARTICLES
Zhang, Zhiyong
Deng, Cong
Zhu, Pei
Yao, Danlin
Shi, Jinlong
Zeng, Tiansheng
Huang, Wenhui
Huang, Zeyong
Wu, Zhihua
Li, Junyi
Xiao, Min
Fu, Lin
Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia
title Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia
title_full Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia
title_fullStr Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia
title_full_unstemmed Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia
title_short Single‐cell RNA‐seq reveals a microenvironment and an exhaustion state of T/NK cells in acute myeloid leukemia
title_sort single‐cell rna‐seq reveals a microenvironment and an exhaustion state of t/nk cells in acute myeloid leukemia
topic ORIGINAL ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551605/
https://www.ncbi.nlm.nih.gov/pubmed/37591615
http://dx.doi.org/10.1111/cas.15932
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