Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma Patients

Chaojun Liu,1,* Zhen Zhang,1,* Yu Ping,1 Guohui Qin,1– 3 Kai Zhang,1 Nomathamsanqa Resegofetse Maimela,1 Lan Huang,1 Shengli Yang,1 Yi Zhang1– 3 1Biotherapy Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, People’s Republic of Chin...

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Main Authors: Liu C, Zhang Z, Ping Y, Qin G, Zhang K, Maimela NR, Huang L, Yang S, Zhang Y
Format: Article
Language:English
Published: Dove Medical Press 2020-06-01
Series:Cancer Management and Research
Subjects:
Online Access:https://www.dovepress.com/comprehensive-analysis-of-pd-1-gene-expression-immune-characteristics--peer-reviewed-article-CMAR
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spelling doaj-fcc33f9051b14616bdbdc62926f4b0a52020-11-25T02:26:47ZengDove Medical PressCancer Management and Research1179-13222020-06-01Volume 124399441054413Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma PatientsLiu CZhang ZPing YQin GZhang KMaimela NRHuang LYang SZhang YChaojun Liu,1,* Zhen Zhang,1,* Yu Ping,1 Guohui Qin,1– 3 Kai Zhang,1 Nomathamsanqa Resegofetse Maimela,1 Lan Huang,1 Shengli Yang,1 Yi Zhang1– 3 1Biotherapy Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, People’s Republic of China; 2Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, People’s Republic of China; 3Henan Key Laboratory for Tumor Immunology and Biotherapy, Zhengzhou, Henan 450052, People’s Republic of China*These authors contributed equally to this workCorrespondence: Yi Zhang; Shengli YangBiotherapy Center, The First Affiliated Hospital of Zhengzhou University, 1th Jianshe Road, Zhengzhou, Henan 450052, People’s Republic of China+86-371-6691-5320; +86-371-6691-2993Email yizhang@zzu.edu.cn; slyang@sibs.ac.cnBackground: Programmed cell death protein-1 (PD-1) blockade therapy is one of the most remarkable immunotherapy strategies in many solid tumors, excluding glioma. The PD-1 expression, immune characteristics, and prognosis relevance in glioma remain poorly understood.Patients and Methods: RNA sequencing (RNA-seq) and mRNA microarray data were obtained for 325 and 301 glioma patients, respectively, from the Chinese Glioma Genome Atlas (CGGA) database. We analyzed the expression profile of PDCD1 (encoding PD-1) according to the different grade, isocitrate dehydrogenase (IDH) mutation status, and molecular subtype of glioblastoma. Gene ontology (GO) analyses were performed to explore biological processes of PD-1-related genes. Survival analysis was conducted using the Kaplan–Meier method. The findings were validated using The Cancer Genome Atlas (TCGA) RNA-seq data from 697 glioma samples. We also confirmed the PDCD1 gene expression feature and survival relevance in our own cohort of 73 glioma patients. R language was used for statistical analysis and generating figures.Results: PDCD1 was enriched in glioblastoma (WHO, grade IV), IDH wild-type glioma and mesenchymal glioblastoma in CGGA and TCGA datasets; similar results were validated in our own patient cohort. GO analysis revealed that PDCD1-related genes were involved in inflammation immune responses and T cell-mediated immune responses in glioma. Circos plots indicated that PDCD1 was positively associated with CD28, ICOS, and the inhibitory checkpoint molecules CTLA4, HAVCR2, TIGIT, and LAG3. Patients with PDCD1 upregulation had much shorter overall survival.Conclusion: PDCD1 upregulation was found in more malignant phenotypes of glioma and indicated a worse prognosis. Immunotherapy of targeting PD-1 or combined with other checkpoint molecules (eg, TIM-3, LAG-3, or TIGIT) blockade may represent a promising treatment strategy for glioma.Keywords: programmed cell death 1, glioma, The Cancer Genome Atlas, survival analysis, immunotherapy, costimulatory, inhibitory T-cell receptorshttps://www.dovepress.com/comprehensive-analysis-of-pd-1-gene-expression-immune-characteristics--peer-reviewed-article-CMARprogrammed cell death 1gliomathe cancer genome atlassurvival analysisimmunotherapycostimulatory and inhibitory t-cell receptors
collection DOAJ
language English
format Article
sources DOAJ
author Liu C
Zhang Z
Ping Y
Qin G
Zhang K
Maimela NR
Huang L
Yang S
Zhang Y
spellingShingle Liu C
Zhang Z
Ping Y
Qin G
Zhang K
Maimela NR
Huang L
Yang S
Zhang Y
Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma Patients
Cancer Management and Research
programmed cell death 1
glioma
the cancer genome atlas
survival analysis
immunotherapy
costimulatory and inhibitory t-cell receptors
author_facet Liu C
Zhang Z
Ping Y
Qin G
Zhang K
Maimela NR
Huang L
Yang S
Zhang Y
author_sort Liu C
title Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma Patients
title_short Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma Patients
title_full Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma Patients
title_fullStr Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma Patients
title_full_unstemmed Comprehensive Analysis of PD-1 Gene Expression, Immune Characteristics and Prognostic Significance in 1396 Glioma Patients
title_sort comprehensive analysis of pd-1 gene expression, immune characteristics and prognostic significance in 1396 glioma patients
publisher Dove Medical Press
series Cancer Management and Research
issn 1179-1322
publishDate 2020-06-01
description Chaojun Liu,1,* Zhen Zhang,1,* Yu Ping,1 Guohui Qin,1– 3 Kai Zhang,1 Nomathamsanqa Resegofetse Maimela,1 Lan Huang,1 Shengli Yang,1 Yi Zhang1– 3 1Biotherapy Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, People’s Republic of China; 2Cancer Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan 450052, People’s Republic of China; 3Henan Key Laboratory for Tumor Immunology and Biotherapy, Zhengzhou, Henan 450052, People’s Republic of China*These authors contributed equally to this workCorrespondence: Yi Zhang; Shengli YangBiotherapy Center, The First Affiliated Hospital of Zhengzhou University, 1th Jianshe Road, Zhengzhou, Henan 450052, People’s Republic of China+86-371-6691-5320; +86-371-6691-2993Email yizhang@zzu.edu.cn; slyang@sibs.ac.cnBackground: Programmed cell death protein-1 (PD-1) blockade therapy is one of the most remarkable immunotherapy strategies in many solid tumors, excluding glioma. The PD-1 expression, immune characteristics, and prognosis relevance in glioma remain poorly understood.Patients and Methods: RNA sequencing (RNA-seq) and mRNA microarray data were obtained for 325 and 301 glioma patients, respectively, from the Chinese Glioma Genome Atlas (CGGA) database. We analyzed the expression profile of PDCD1 (encoding PD-1) according to the different grade, isocitrate dehydrogenase (IDH) mutation status, and molecular subtype of glioblastoma. Gene ontology (GO) analyses were performed to explore biological processes of PD-1-related genes. Survival analysis was conducted using the Kaplan–Meier method. The findings were validated using The Cancer Genome Atlas (TCGA) RNA-seq data from 697 glioma samples. We also confirmed the PDCD1 gene expression feature and survival relevance in our own cohort of 73 glioma patients. R language was used for statistical analysis and generating figures.Results: PDCD1 was enriched in glioblastoma (WHO, grade IV), IDH wild-type glioma and mesenchymal glioblastoma in CGGA and TCGA datasets; similar results were validated in our own patient cohort. GO analysis revealed that PDCD1-related genes were involved in inflammation immune responses and T cell-mediated immune responses in glioma. Circos plots indicated that PDCD1 was positively associated with CD28, ICOS, and the inhibitory checkpoint molecules CTLA4, HAVCR2, TIGIT, and LAG3. Patients with PDCD1 upregulation had much shorter overall survival.Conclusion: PDCD1 upregulation was found in more malignant phenotypes of glioma and indicated a worse prognosis. Immunotherapy of targeting PD-1 or combined with other checkpoint molecules (eg, TIM-3, LAG-3, or TIGIT) blockade may represent a promising treatment strategy for glioma.Keywords: programmed cell death 1, glioma, The Cancer Genome Atlas, survival analysis, immunotherapy, costimulatory, inhibitory T-cell receptors
topic programmed cell death 1
glioma
the cancer genome atlas
survival analysis
immunotherapy
costimulatory and inhibitory t-cell receptors
url https://www.dovepress.com/comprehensive-analysis-of-pd-1-gene-expression-immune-characteristics--peer-reviewed-article-CMAR
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