Identification of immune cells and mRNA associated with prognosis of gastric cancer

Abstract Background The clinical success demonstrates the enormous potential of immunotherapy in cancer treatment. Methods This article presented research linking gastric cancer to immune cells, based on RNA-seq data of Stomach adenocarcinoma (STAD) and gene expression profile of GSE84437, 24 kinds...

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Main Authors: Mingming Wang, Zedong Li, Yu Peng, Jianyu Fang, Tao Fang, Jiajia Wu, Jun Zhou
Format: Article
Language:English
Published: BMC 2020-03-01
Series:BMC Cancer
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12885-020-6702-1
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spelling doaj-a691a0db0f8a46e594aad2e40cf8a2842020-11-25T01:53:31ZengBMCBMC Cancer1471-24072020-03-0120111010.1186/s12885-020-6702-1Identification of immune cells and mRNA associated with prognosis of gastric cancerMingming Wang0Zedong Li1Yu Peng2Jianyu Fang3Tao Fang4Jiajia Wu5Jun Zhou6Department of Minimally Invasive Surgery, The Second Xiangya Hospital, Central South UniversityDepartment of Minimally Invasive Surgery, The Second Xiangya Hospital, Central South UniversityDepartment of Minimally Invasive Surgery, The Second Xiangya Hospital, Central South UniversityDepartment of Nursing, The Second Xiangya Hospital, Central South UniversityDepartment of General Surgery, The First Affiliated Hospital of Gannan Medical UniversityDepartment of General Surgery, The Second Affiliated Hospital of Nanjing Medical UniversityDepartment of Minimally Invasive Surgery, The Second Xiangya Hospital, Central South UniversityAbstract Background The clinical success demonstrates the enormous potential of immunotherapy in cancer treatment. Methods This article presented research linking gastric cancer to immune cells, based on RNA-seq data of Stomach adenocarcinoma (STAD) and gene expression profile of GSE84437, 24 kinds of tumor-infiltrating immune cells were quantified by single-sample gene set enrichment analysis. Results Th2 cells, T helper cells, and Mast cells were identified as prognostic immune cells in both TCGA and GEO groups. Then SUPV3L1 and SLC22A17 were identified as hub genes which may affect immune cell infiltration by correlation analysis. Survival analysis further proved that hub genes and prognostic immune cells are associated with the prognosis of gastric cancer. In gastrointestinal tumors, hub genes and prognostic immune cells also found differences in non-tumor and tumor tissues. Conclusions We found that three immune cells infiltration are associated with the prognosis of gastric cancer and further identify two hub genes. These two key genes may affect immune cell infiltration, result in the different prognosis of patients.http://link.springer.com/article/10.1186/s12885-020-6702-1Gastric cancerImmune infiltrationSUPV3L1SLC22A17
collection DOAJ
language English
format Article
sources DOAJ
author Mingming Wang
Zedong Li
Yu Peng
Jianyu Fang
Tao Fang
Jiajia Wu
Jun Zhou
spellingShingle Mingming Wang
Zedong Li
Yu Peng
Jianyu Fang
Tao Fang
Jiajia Wu
Jun Zhou
Identification of immune cells and mRNA associated with prognosis of gastric cancer
BMC Cancer
Gastric cancer
Immune infiltration
SUPV3L1
SLC22A17
author_facet Mingming Wang
Zedong Li
Yu Peng
Jianyu Fang
Tao Fang
Jiajia Wu
Jun Zhou
author_sort Mingming Wang
title Identification of immune cells and mRNA associated with prognosis of gastric cancer
title_short Identification of immune cells and mRNA associated with prognosis of gastric cancer
title_full Identification of immune cells and mRNA associated with prognosis of gastric cancer
title_fullStr Identification of immune cells and mRNA associated with prognosis of gastric cancer
title_full_unstemmed Identification of immune cells and mRNA associated with prognosis of gastric cancer
title_sort identification of immune cells and mrna associated with prognosis of gastric cancer
publisher BMC
series BMC Cancer
issn 1471-2407
publishDate 2020-03-01
description Abstract Background The clinical success demonstrates the enormous potential of immunotherapy in cancer treatment. Methods This article presented research linking gastric cancer to immune cells, based on RNA-seq data of Stomach adenocarcinoma (STAD) and gene expression profile of GSE84437, 24 kinds of tumor-infiltrating immune cells were quantified by single-sample gene set enrichment analysis. Results Th2 cells, T helper cells, and Mast cells were identified as prognostic immune cells in both TCGA and GEO groups. Then SUPV3L1 and SLC22A17 were identified as hub genes which may affect immune cell infiltration by correlation analysis. Survival analysis further proved that hub genes and prognostic immune cells are associated with the prognosis of gastric cancer. In gastrointestinal tumors, hub genes and prognostic immune cells also found differences in non-tumor and tumor tissues. Conclusions We found that three immune cells infiltration are associated with the prognosis of gastric cancer and further identify two hub genes. These two key genes may affect immune cell infiltration, result in the different prognosis of patients.
topic Gastric cancer
Immune infiltration
SUPV3L1
SLC22A17
url http://link.springer.com/article/10.1186/s12885-020-6702-1
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