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Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer

Tumor mutation burden (TMB) was a promising marker for immunotherapy. We aimed to investigate the prognostic role of TMB and its relationship with immune cells infiltration in gastric cancer (GC). We analyzed the mutation landscape of all GC cases and TMB of each GC patient was calculated and patien...

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Autores principales: Yu, Jie, Zhang, QianYun, Wang, MengChuan, Liang, SiJia, Huang, HongYun, Xie, Lang, Cui, ChunHui, Yu, JinLong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Portland Press Ltd. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921293/
https://www.ncbi.nlm.nih.gov/pubmed/33492335
http://dx.doi.org/10.1042/BSR20203336
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author Yu, Jie
Zhang, QianYun
Wang, MengChuan
Liang, SiJia
Huang, HongYun
Xie, Lang
Cui, ChunHui
Yu, JinLong
author_facet Yu, Jie
Zhang, QianYun
Wang, MengChuan
Liang, SiJia
Huang, HongYun
Xie, Lang
Cui, ChunHui
Yu, JinLong
author_sort Yu, Jie
collection PubMed
description Tumor mutation burden (TMB) was a promising marker for immunotherapy. We aimed to investigate the prognostic role of TMB and its relationship with immune cells infiltration in gastric cancer (GC). We analyzed the mutation landscape of all GC cases and TMB of each GC patient was calculated and patients were divided into TMB-high and TMB-low group. Differentially expressed genes (DEGs) between the two groups were identified and pathway analysis was performed. The immune cells infiltration in each GC patient was evaluated and Kaplan–Meier analysis was performed to investigate the prognostic role of immune cells infiltration. At last, hub immune genes were identified and a TMB prognostic risk score (TMBPRS) was constructed to predict the survival outcome of GC patients. The relationships between mutants of hub immune genes and immune infiltration level in GC was investigated. We found higher TMB was correlated with better survival outcome and female patients, patients with T1-2 and N0 had higher TMB score. Altogether 816 DEGs were harvested and pathway analysis demonstrated that patients in TMB-high group were associated with neuroactive ligand–receptor interaction, cAMP signaling pathway, calcium signaling pathway. The infiltration of activated CD4(+) memory T cells, follicular helper T cells, resting NK cells, M0 and M1 macrophages and neutrophils in TMB-high group were higher compared than that in TMB-low group and high macrophage infiltration was correlated with inferior survival outcome of GC patients. Lastly, the TMBPRS was constructed and GC patients with high TMBPRS had poor prognosis.
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spelling pubmed-79212932021-03-09 Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer Yu, Jie Zhang, QianYun Wang, MengChuan Liang, SiJia Huang, HongYun Xie, Lang Cui, ChunHui Yu, JinLong Biosci Rep Bioinformatics Tumor mutation burden (TMB) was a promising marker for immunotherapy. We aimed to investigate the prognostic role of TMB and its relationship with immune cells infiltration in gastric cancer (GC). We analyzed the mutation landscape of all GC cases and TMB of each GC patient was calculated and patients were divided into TMB-high and TMB-low group. Differentially expressed genes (DEGs) between the two groups were identified and pathway analysis was performed. The immune cells infiltration in each GC patient was evaluated and Kaplan–Meier analysis was performed to investigate the prognostic role of immune cells infiltration. At last, hub immune genes were identified and a TMB prognostic risk score (TMBPRS) was constructed to predict the survival outcome of GC patients. The relationships between mutants of hub immune genes and immune infiltration level in GC was investigated. We found higher TMB was correlated with better survival outcome and female patients, patients with T1-2 and N0 had higher TMB score. Altogether 816 DEGs were harvested and pathway analysis demonstrated that patients in TMB-high group were associated with neuroactive ligand–receptor interaction, cAMP signaling pathway, calcium signaling pathway. The infiltration of activated CD4(+) memory T cells, follicular helper T cells, resting NK cells, M0 and M1 macrophages and neutrophils in TMB-high group were higher compared than that in TMB-low group and high macrophage infiltration was correlated with inferior survival outcome of GC patients. Lastly, the TMBPRS was constructed and GC patients with high TMBPRS had poor prognosis. Portland Press Ltd. 2021-02-26 /pmc/articles/PMC7921293/ /pubmed/33492335 http://dx.doi.org/10.1042/BSR20203336 Text en © 2021 The Author(s). https://creativecommons.org/licenses/by/4.0/ This is an open access article published by Portland Press Limited on behalf of the Biochemical Society and distributed under the Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Bioinformatics
Yu, Jie
Zhang, QianYun
Wang, MengChuan
Liang, SiJia
Huang, HongYun
Xie, Lang
Cui, ChunHui
Yu, JinLong
Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer
title Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer
title_full Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer
title_fullStr Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer
title_full_unstemmed Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer
title_short Comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer
title_sort comprehensive analysis of tumor mutation burden and immune microenvironment in gastric cancer
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7921293/
https://www.ncbi.nlm.nih.gov/pubmed/33492335
http://dx.doi.org/10.1042/BSR20203336
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