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Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy
Background?PD-1 ablation or PD-L1 specific monoclonal antibody against PD-1 can recruit the accumulation of functional T cells, leading to tumor rejection in the microenvironment and significantly improving the prognosis of various cancers. Despite these unprecedented clinical successes, interventio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964969/ https://www.ncbi.nlm.nih.gov/pubmed/35368852 http://dx.doi.org/10.3389/fcell.2021.758479 |
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author | Li, Zhenqing Mao, Kai Ding, Bo Xue, Qun |
author_facet | Li, Zhenqing Mao, Kai Ding, Bo Xue, Qun |
author_sort | Li, Zhenqing |
collection | PubMed |
description | Background?PD-1 ablation or PD-L1 specific monoclonal antibody against PD-1 can recruit the accumulation of functional T cells, leading to tumor rejection in the microenvironment and significantly improving the prognosis of various cancers. Despite these unprecedented clinical successes, intervention remission rates remain low after treatment, rarely exceeding 40%. The observation of PD-1/L1 blocking in patients is undoubtedly multifactorial, but the infiltrating degree of CD8+T cell may be an important factor for immunotherapeutic resistance. Methods:We proposed two computational algorithms to reveal the immune cell infiltration (ICI) landscape of 1646 lung adenocarcinoma patients. Three immune cell infiltration patterns were defined and the relative ICI scoring depended on principal-component analysis. Results:A high ICI score was associated with the increased tumor mutation burden and cell proliferation-related signaling pathways. Different cellular signaling pathways were observed in low ICI score subtypes, indicating active cell proliferation, and may be associated with poor prognosis. Conclusion:Our research identified that the ICI scores worked as an effective immunotherapy index, which may provide promising therapeutic strategies on immune therapeutics for lung adenocarcinoma. |
format | Online Article Text |
id | pubmed-8964969 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89649692022-03-31 Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy Li, Zhenqing Mao, Kai Ding, Bo Xue, Qun Front Cell Dev Biol Cell and Developmental Biology Background?PD-1 ablation or PD-L1 specific monoclonal antibody against PD-1 can recruit the accumulation of functional T cells, leading to tumor rejection in the microenvironment and significantly improving the prognosis of various cancers. Despite these unprecedented clinical successes, intervention remission rates remain low after treatment, rarely exceeding 40%. The observation of PD-1/L1 blocking in patients is undoubtedly multifactorial, but the infiltrating degree of CD8+T cell may be an important factor for immunotherapeutic resistance. Methods:We proposed two computational algorithms to reveal the immune cell infiltration (ICI) landscape of 1646 lung adenocarcinoma patients. Three immune cell infiltration patterns were defined and the relative ICI scoring depended on principal-component analysis. Results:A high ICI score was associated with the increased tumor mutation burden and cell proliferation-related signaling pathways. Different cellular signaling pathways were observed in low ICI score subtypes, indicating active cell proliferation, and may be associated with poor prognosis. Conclusion:Our research identified that the ICI scores worked as an effective immunotherapy index, which may provide promising therapeutic strategies on immune therapeutics for lung adenocarcinoma. Frontiers Media S.A. 2022-03-15 /pmc/articles/PMC8964969/ /pubmed/35368852 http://dx.doi.org/10.3389/fcell.2021.758479 Text en Copyright © 2022 Li, Mao, Ding and Xue. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Li, Zhenqing Mao, Kai Ding, Bo Xue, Qun Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy |
title | Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy |
title_full | Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy |
title_fullStr | Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy |
title_full_unstemmed | Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy |
title_short | Characterization of the Different Subtypes of Immune Cell Infiltration to Aid Immunotherapy |
title_sort | characterization of the different subtypes of immune cell infiltration to aid immunotherapy |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964969/ https://www.ncbi.nlm.nih.gov/pubmed/35368852 http://dx.doi.org/10.3389/fcell.2021.758479 |
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