Cargando…
A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma
BACKGROUND: Gastric cancer (GC) represents a major global clinical problem with very limited therapeutic options and poor prognosis. Necroptosis, a recently discovered inflammatory form of cell death, has been implicated in carcinogenesis and inducing necroptosis has also been considered as a therap...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646549/ https://www.ncbi.nlm.nih.gov/pubmed/36389725 http://dx.doi.org/10.3389/fimmu.2022.968165 |
_version_ | 1784827191017603072 |
---|---|
author | Khan, Muhammad Lin, Jie Wang, Baiyao Chen, Chengcong Huang, Zhong Tian, Yunhong Yuan, Yawei Bu, Junguo |
author_facet | Khan, Muhammad Lin, Jie Wang, Baiyao Chen, Chengcong Huang, Zhong Tian, Yunhong Yuan, Yawei Bu, Junguo |
author_sort | Khan, Muhammad |
collection | PubMed |
description | BACKGROUND: Gastric cancer (GC) represents a major global clinical problem with very limited therapeutic options and poor prognosis. Necroptosis, a recently discovered inflammatory form of cell death, has been implicated in carcinogenesis and inducing necroptosis has also been considered as a therapeutic strategy. OBJECTIVE: We aim to evaluate the role of this pathway in gastric cancer development, prognosis and immune aspects of its tumor microenvironment. METHODS AND RESULTS: In this study, we evaluated the gene expression of 55 necroptosis-related genes (NRGs) that were identified via carrying out a comprehensive review of the medical literature. Necroptosis pathway was deregulated in gastric cancer samples (n=375) as compared to adjacent normal tissues (n=32) obtained from the “The Cancer Genome Atlas (TCGA)”. Based on the expression of these NRGs, two molecular subtypes were obtained through consensus clustering that also showed significant prognostic difference. Differentially expressed genes between these two clusters were retrieved and subjected to prognostic evaluation via univariate cox regression analysis and LASSO cox regression analysis. A 13-gene risk signature, termed as necroptosis-related genes prognostic index (NRGPI), was constructed that comprehensively differentiated the gastric cancer patients into high- and low-risk subgroups. The prognostic significance of NRGPI was validated in the GEO cohort (GSE84437: n=408). The NRGPI-high subgroup was characterized by upregulation of 10 genes (CYTL1, PLCL1, CGB5, CNTN1, GRP, APOD, CST6, GPX3, FCN1, SERPINE1) and downregulation of 3 genes (EFNA3, E2F2, SOX14). Further dissection of these two risk groups by differential gene expression analysis indicated involvement of signaling pathways associated with cancer cell progression and immune suppression such as WNT and TGF-β signaling pathway. Para-inflammation and type-II interferon pathways were activated in NRGPI-high patients with an increased infiltration of Tregs and M2 macrophage indicating an exhausted immune phenotype of the tumor microenvironment. These molecular characteristics were mainly driven by the eight NRGPI oncogenes (CYTL1, PLCL1, CNTN1, GRP, APOD, GPX3, FCN1, SERPINE1) as validated in the gastric cancer cell lines and clinical samples. NRGPI-high patients showed sensitivity to a number of targeted agents, in particular, the tyrosine kinase inhibitors. CONCLUSIONS: Necroptosis appears to play a critical role in the development of gastric cancer, prognosis and shaping of its tumor immune microenvironment. NRGPI can be used as a promising prognostic biomarker to identify gastric cancer patients with a cold tumor immune microenvironment and poor prognosis who may response to selected molecular targeted therapy. |
format | Online Article Text |
id | pubmed-9646549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96465492022-11-15 A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma Khan, Muhammad Lin, Jie Wang, Baiyao Chen, Chengcong Huang, Zhong Tian, Yunhong Yuan, Yawei Bu, Junguo Front Immunol Immunology BACKGROUND: Gastric cancer (GC) represents a major global clinical problem with very limited therapeutic options and poor prognosis. Necroptosis, a recently discovered inflammatory form of cell death, has been implicated in carcinogenesis and inducing necroptosis has also been considered as a therapeutic strategy. OBJECTIVE: We aim to evaluate the role of this pathway in gastric cancer development, prognosis and immune aspects of its tumor microenvironment. METHODS AND RESULTS: In this study, we evaluated the gene expression of 55 necroptosis-related genes (NRGs) that were identified via carrying out a comprehensive review of the medical literature. Necroptosis pathway was deregulated in gastric cancer samples (n=375) as compared to adjacent normal tissues (n=32) obtained from the “The Cancer Genome Atlas (TCGA)”. Based on the expression of these NRGs, two molecular subtypes were obtained through consensus clustering that also showed significant prognostic difference. Differentially expressed genes between these two clusters were retrieved and subjected to prognostic evaluation via univariate cox regression analysis and LASSO cox regression analysis. A 13-gene risk signature, termed as necroptosis-related genes prognostic index (NRGPI), was constructed that comprehensively differentiated the gastric cancer patients into high- and low-risk subgroups. The prognostic significance of NRGPI was validated in the GEO cohort (GSE84437: n=408). The NRGPI-high subgroup was characterized by upregulation of 10 genes (CYTL1, PLCL1, CGB5, CNTN1, GRP, APOD, CST6, GPX3, FCN1, SERPINE1) and downregulation of 3 genes (EFNA3, E2F2, SOX14). Further dissection of these two risk groups by differential gene expression analysis indicated involvement of signaling pathways associated with cancer cell progression and immune suppression such as WNT and TGF-β signaling pathway. Para-inflammation and type-II interferon pathways were activated in NRGPI-high patients with an increased infiltration of Tregs and M2 macrophage indicating an exhausted immune phenotype of the tumor microenvironment. These molecular characteristics were mainly driven by the eight NRGPI oncogenes (CYTL1, PLCL1, CNTN1, GRP, APOD, GPX3, FCN1, SERPINE1) as validated in the gastric cancer cell lines and clinical samples. NRGPI-high patients showed sensitivity to a number of targeted agents, in particular, the tyrosine kinase inhibitors. CONCLUSIONS: Necroptosis appears to play a critical role in the development of gastric cancer, prognosis and shaping of its tumor immune microenvironment. NRGPI can be used as a promising prognostic biomarker to identify gastric cancer patients with a cold tumor immune microenvironment and poor prognosis who may response to selected molecular targeted therapy. Frontiers Media S.A. 2022-10-27 /pmc/articles/PMC9646549/ /pubmed/36389725 http://dx.doi.org/10.3389/fimmu.2022.968165 Text en Copyright © 2022 Khan, Lin, Wang, Chen, Huang, Tian, Yuan and Bu 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 Khan, Muhammad Lin, Jie Wang, Baiyao Chen, Chengcong Huang, Zhong Tian, Yunhong Yuan, Yawei Bu, Junguo A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma |
title | A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma |
title_full | A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma |
title_fullStr | A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma |
title_full_unstemmed | A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma |
title_short | A novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma |
title_sort | novel necroptosis-related gene index for predicting prognosis and a cold tumor immune microenvironment in stomach adenocarcinoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646549/ https://www.ncbi.nlm.nih.gov/pubmed/36389725 http://dx.doi.org/10.3389/fimmu.2022.968165 |
work_keys_str_mv | AT khanmuhammad anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT linjie anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT wangbaiyao anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT chenchengcong anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT huangzhong anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT tianyunhong anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT yuanyawei anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT bujunguo anovelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT khanmuhammad novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT linjie novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT wangbaiyao novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT chenchengcong novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT huangzhong novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT tianyunhong novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT yuanyawei novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma AT bujunguo novelnecroptosisrelatedgeneindexforpredictingprognosisandacoldtumorimmunemicroenvironmentinstomachadenocarcinoma |