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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8232232 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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