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A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors

Gastric cancer is a leading cause of cancer-related deaths with considerable heterogeneity among patients. Appropriate classifications are essential for prognosis prediction and individualized treatment. Although immunotherapy showed potential efficacy in a portion of patients with gastric cancer, f...

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Autores principales: Li, Song, Gao, Jing, Xu, Qian, Zhang, Xue, Huang, Miao, Dai, Xin, Huang, Kai, Liu, Lian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8232232/
https://www.ncbi.nlm.nih.gov/pubmed/34177954
http://dx.doi.org/10.3389/fimmu.2021.693314
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author Li, Song
Gao, Jing
Xu, Qian
Zhang, Xue
Huang, Miao
Dai, Xin
Huang, Kai
Liu, Lian
author_facet Li, Song
Gao, Jing
Xu, Qian
Zhang, Xue
Huang, Miao
Dai, Xin
Huang, Kai
Liu, Lian
author_sort Li, Song
collection PubMed
description Gastric cancer is a leading cause of cancer-related deaths with considerable heterogeneity among patients. Appropriate classifications are essential for prognosis prediction and individualized treatment. Although immunotherapy showed potential efficacy in a portion of patients with gastric cancer, few studies have tried to classify gastric cancer specifically based on immune signatures. In this study, we established a 3-subtype cluster with low (C(LIM)), medium (C(MIM)), and high (C(HIM)) enrichment of immune signatures based on immunogenomic profiling. We validated the classification in multiple independent datasets. The C(HIM) subtype exhibited a relatively better prognosis and showed features of “hot tumors”, including low tumor purity, high stromal components, overexpression of immune checkpoint molecules, and enriched tumor-infiltrated immune cells (activated T cells and macrophages). In addition, C(HIM) tumors were also characterized by frequent ARID1A mutation, rare TP53 mutation, hypermethylation status, and altered protein expression (HER2, β-catenin, Cyclin E1, PREX1, LCK, PD-L1, Transglutaminase, and cleaved Caspase 7). By Gene Set Variation Analysis, “TGFβ signaling pathway” and “GAP junction” were enriched in C(LIM) tumors and inversely correlated with CD8(+) and CD4(+) T cell infiltration. Of note, the C(HIM) patients showed a higher response rate to immunotherapy (44.4% vs. 11.1% and 16.7%) and a more prolonged progression-free survival (4.83 vs. 1.86 and 2.75 months) than C(MIM) and C(LIM) patients in a microsatellite-independent manner. In conclusion, the new immune signature-based subtypes have potential therapeutic and prognostic implications for gastric cancer management, especially immunotherapy.
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spelling pubmed-82322322021-06-26 A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors Li, Song Gao, Jing Xu, Qian Zhang, Xue Huang, Miao Dai, Xin Huang, Kai Liu, Lian Front Immunol Immunology Gastric cancer is a leading cause of cancer-related deaths with considerable heterogeneity among patients. Appropriate classifications are essential for prognosis prediction and individualized treatment. Although immunotherapy showed potential efficacy in a portion of patients with gastric cancer, few studies have tried to classify gastric cancer specifically based on immune signatures. In this study, we established a 3-subtype cluster with low (C(LIM)), medium (C(MIM)), and high (C(HIM)) enrichment of immune signatures based on immunogenomic profiling. We validated the classification in multiple independent datasets. The C(HIM) subtype exhibited a relatively better prognosis and showed features of “hot tumors”, including low tumor purity, high stromal components, overexpression of immune checkpoint molecules, and enriched tumor-infiltrated immune cells (activated T cells and macrophages). In addition, C(HIM) tumors were also characterized by frequent ARID1A mutation, rare TP53 mutation, hypermethylation status, and altered protein expression (HER2, β-catenin, Cyclin E1, PREX1, LCK, PD-L1, Transglutaminase, and cleaved Caspase 7). By Gene Set Variation Analysis, “TGFβ signaling pathway” and “GAP junction” were enriched in C(LIM) tumors and inversely correlated with CD8(+) and CD4(+) T cell infiltration. Of note, the C(HIM) patients showed a higher response rate to immunotherapy (44.4% vs. 11.1% and 16.7%) and a more prolonged progression-free survival (4.83 vs. 1.86 and 2.75 months) than C(MIM) and C(LIM) patients in a microsatellite-independent manner. In conclusion, the new immune signature-based subtypes have potential therapeutic and prognostic implications for gastric cancer management, especially immunotherapy. Frontiers Media S.A. 2021-06-11 /pmc/articles/PMC8232232/ /pubmed/34177954 http://dx.doi.org/10.3389/fimmu.2021.693314 Text en Copyright © 2021 Li, Gao, Xu, Zhang, Huang, Dai, Huang and Liu 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 Immunology
Li, Song
Gao, Jing
Xu, Qian
Zhang, Xue
Huang, Miao
Dai, Xin
Huang, Kai
Liu, Lian
A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors
title A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors
title_full A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors
title_fullStr A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors
title_full_unstemmed A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors
title_short A Signature-Based Classification of Gastric Cancer That Stratifies Tumor Immunity and Predicts Responses to PD-1 Inhibitors
title_sort signature-based classification of gastric cancer that stratifies tumor immunity and predicts responses to pd-1 inhibitors
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8232232/
https://www.ncbi.nlm.nih.gov/pubmed/34177954
http://dx.doi.org/10.3389/fimmu.2021.693314
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