Cargando…

Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment

Gastric cancer (GC) is the most common malignant tumor in the digestive system, traditional radiotherapy and chemotherapy are not effective for some patients. The research progress of immunotherapy seems to provide a new way for treatment. However, it is still urgent to predict immunotherapy biomark...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Huan, Rong, Jianfang, Zhao, Qiaoyun, Song, Conghua, Zhao, Rulin, Chen, Sihai, Xie, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005323/
https://www.ncbi.nlm.nih.gov/pubmed/35422890
http://dx.doi.org/10.1155/2022/8639323
_version_ 1784686433753104384
author Wang, Huan
Rong, Jianfang
Zhao, Qiaoyun
Song, Conghua
Zhao, Rulin
Chen, Sihai
Xie, Yong
author_facet Wang, Huan
Rong, Jianfang
Zhao, Qiaoyun
Song, Conghua
Zhao, Rulin
Chen, Sihai
Xie, Yong
author_sort Wang, Huan
collection PubMed
description Gastric cancer (GC) is the most common malignant tumor in the digestive system, traditional radiotherapy and chemotherapy are not effective for some patients. The research progress of immunotherapy seems to provide a new way for treatment. However, it is still urgent to predict immunotherapy biomarkers and determine novel therapeutic targets. In this study, the gene expression profiles and clinical data of 407 stomach adenocarcinoma (STAD) patients were downloaded from The Cancer Genome Atlas (TCGA) portal, and the abundance ratio of immune cells in each sample was obtained via the “Cell Type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT)” algorithm. Five immune cells were obtained as a result of abundance comparison, and 295 immune-related genes were obtained through differential gene analysis. Enrichment, protein interaction, and module analysis were performed on these genes. We identified five immune cells associated with infiltration and 20 hub genes, of which five genes were correlated with overall survival. Finally, we used Real-time PCR (RT-PCR) to detect the expression differences of the five hub genes in 18 pairs of GC and adjacent tissues. This research not only provides cellular and gene targets for immunotherapy of GC but also provides new ideas for researchers to explore immunotherapy for various tumors.
format Online
Article
Text
id pubmed-9005323
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-90053232022-04-13 Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment Wang, Huan Rong, Jianfang Zhao, Qiaoyun Song, Conghua Zhao, Rulin Chen, Sihai Xie, Yong Dis Markers Research Article Gastric cancer (GC) is the most common malignant tumor in the digestive system, traditional radiotherapy and chemotherapy are not effective for some patients. The research progress of immunotherapy seems to provide a new way for treatment. However, it is still urgent to predict immunotherapy biomarkers and determine novel therapeutic targets. In this study, the gene expression profiles and clinical data of 407 stomach adenocarcinoma (STAD) patients were downloaded from The Cancer Genome Atlas (TCGA) portal, and the abundance ratio of immune cells in each sample was obtained via the “Cell Type Identification by Estimating Relative Subsets of RNA Transcripts (CIBERSORT)” algorithm. Five immune cells were obtained as a result of abundance comparison, and 295 immune-related genes were obtained through differential gene analysis. Enrichment, protein interaction, and module analysis were performed on these genes. We identified five immune cells associated with infiltration and 20 hub genes, of which five genes were correlated with overall survival. Finally, we used Real-time PCR (RT-PCR) to detect the expression differences of the five hub genes in 18 pairs of GC and adjacent tissues. This research not only provides cellular and gene targets for immunotherapy of GC but also provides new ideas for researchers to explore immunotherapy for various tumors. Hindawi 2022-04-05 /pmc/articles/PMC9005323/ /pubmed/35422890 http://dx.doi.org/10.1155/2022/8639323 Text en Copyright © 2022 Huan Wang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wang, Huan
Rong, Jianfang
Zhao, Qiaoyun
Song, Conghua
Zhao, Rulin
Chen, Sihai
Xie, Yong
Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment
title Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment
title_full Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment
title_fullStr Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment
title_full_unstemmed Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment
title_short Identification and Validation of Immune Cells and Hub Genes in Gastric Cancer Microenvironment
title_sort identification and validation of immune cells and hub genes in gastric cancer microenvironment
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005323/
https://www.ncbi.nlm.nih.gov/pubmed/35422890
http://dx.doi.org/10.1155/2022/8639323
work_keys_str_mv AT wanghuan identificationandvalidationofimmunecellsandhubgenesingastriccancermicroenvironment
AT rongjianfang identificationandvalidationofimmunecellsandhubgenesingastriccancermicroenvironment
AT zhaoqiaoyun identificationandvalidationofimmunecellsandhubgenesingastriccancermicroenvironment
AT songconghua identificationandvalidationofimmunecellsandhubgenesingastriccancermicroenvironment
AT zhaorulin identificationandvalidationofimmunecellsandhubgenesingastriccancermicroenvironment
AT chensihai identificationandvalidationofimmunecellsandhubgenesingastriccancermicroenvironment
AT xieyong identificationandvalidationofimmunecellsandhubgenesingastriccancermicroenvironment