Cargando…
A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer
Background: Gastric cancer is a major global public health burden worldwide. Although treatment strategies are continuously improving, the overall prognosis remains poor. Necroptosis is a newly discovered form of cell death associated with anti-tumor immunity. Methods: Gastric cancer (GC) data from...
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/PMC9452725/ https://www.ncbi.nlm.nih.gov/pubmed/36092932 http://dx.doi.org/10.3389/fgene.2022.953997 |
_version_ | 1784784974426144768 |
---|---|
author | Xin, Dao Man, Yuxin Yang, Yalan Wang, Feng |
author_facet | Xin, Dao Man, Yuxin Yang, Yalan Wang, Feng |
author_sort | Xin, Dao |
collection | PubMed |
description | Background: Gastric cancer is a major global public health burden worldwide. Although treatment strategies are continuously improving, the overall prognosis remains poor. Necroptosis is a newly discovered form of cell death associated with anti-tumor immunity. Methods: Gastric cancer (GC) data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) were downloaded. Bioinformatics analysis was performed to construct a necroptosis-related risk model and to establish cancer subtypes. Potential associations of the tumor immune microenvironment and immunotherapy response with necroptosis-related prognostic risk score (NRG risk score) were comprehensively explored. 16 GC and paired normal tissues were collected and RT-PCR was performed to examine expression of NRG related genes. Results: GC samples were stratified into three subtypes according to prognostic necroptosis gene expression. A necroptosis risk model based on 12 genes (NPC1L1, GAL, RNASE1, PCDH7, NOX4, GJA4, SLC39A4, BASP1, BLVRA, NCF1, PNOC, and CCR5) was constructed and validated. The model was significantly associated with the OS and PFS of GC patients and the tumor immune microenvironment including immune cell infiltration, microsatellite instability (MSI) status, tumor mutational burden (TMB) score, immune checkpoint, and human leukocyte antigen (HLA) gene expression. A prognostic nomogram based on the NRG_score was additionally constructed. A low NRG risk score was correlated with high tumor immunogenicity and might benefit from immunotherapy. Conclusion: We have identified a useful prognostic model based on necroptosis-related genes in GC and comprehensively the relationship between necroptosis and tumor immunity. Predicting value to immunotherapy response is promising, and further research to validate the model in clinical practice is needed. |
format | Online Article Text |
id | pubmed-9452725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94527252022-09-09 A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer Xin, Dao Man, Yuxin Yang, Yalan Wang, Feng Front Genet Genetics Background: Gastric cancer is a major global public health burden worldwide. Although treatment strategies are continuously improving, the overall prognosis remains poor. Necroptosis is a newly discovered form of cell death associated with anti-tumor immunity. Methods: Gastric cancer (GC) data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) were downloaded. Bioinformatics analysis was performed to construct a necroptosis-related risk model and to establish cancer subtypes. Potential associations of the tumor immune microenvironment and immunotherapy response with necroptosis-related prognostic risk score (NRG risk score) were comprehensively explored. 16 GC and paired normal tissues were collected and RT-PCR was performed to examine expression of NRG related genes. Results: GC samples were stratified into three subtypes according to prognostic necroptosis gene expression. A necroptosis risk model based on 12 genes (NPC1L1, GAL, RNASE1, PCDH7, NOX4, GJA4, SLC39A4, BASP1, BLVRA, NCF1, PNOC, and CCR5) was constructed and validated. The model was significantly associated with the OS and PFS of GC patients and the tumor immune microenvironment including immune cell infiltration, microsatellite instability (MSI) status, tumor mutational burden (TMB) score, immune checkpoint, and human leukocyte antigen (HLA) gene expression. A prognostic nomogram based on the NRG_score was additionally constructed. A low NRG risk score was correlated with high tumor immunogenicity and might benefit from immunotherapy. Conclusion: We have identified a useful prognostic model based on necroptosis-related genes in GC and comprehensively the relationship between necroptosis and tumor immunity. Predicting value to immunotherapy response is promising, and further research to validate the model in clinical practice is needed. Frontiers Media S.A. 2022-08-25 /pmc/articles/PMC9452725/ /pubmed/36092932 http://dx.doi.org/10.3389/fgene.2022.953997 Text en Copyright © 2022 Xin, Man, Yang and Wang. 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 | Genetics Xin, Dao Man, Yuxin Yang, Yalan Wang, Feng A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer |
title | A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer |
title_full | A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer |
title_fullStr | A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer |
title_full_unstemmed | A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer |
title_short | A novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer |
title_sort | novel prognostic and therapeutic target biomarker based on necroptosis-related gene signature and immune microenvironment infiltration in gastric cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9452725/ https://www.ncbi.nlm.nih.gov/pubmed/36092932 http://dx.doi.org/10.3389/fgene.2022.953997 |
work_keys_str_mv | AT xindao anovelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer AT manyuxin anovelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer AT yangyalan anovelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer AT wangfeng anovelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer AT xindao novelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer AT manyuxin novelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer AT yangyalan novelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer AT wangfeng novelprognosticandtherapeutictargetbiomarkerbasedonnecroptosisrelatedgenesignatureandimmunemicroenvironmentinfiltrationingastriccancer |