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Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma

Background: PD-L1 has been widely reported as immune check points in a range of malignancies as well as some immune-originated diseases. In glioma, the role of PD-L1 remains unclear. We aimed at investigating its role at transcriptome level and relationship with clinical practice. Method and patient...

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Autores principales: Wang, Zheng, Zhang, Chuanbao, Liu, Xing, Wang, Zhiliang, Sun, Lihua, Li, Guanzhang, Liang, Jingshan, Hu, Huimin, Liu, Yanwei, Zhang, Wei, Jiang, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5139638/
https://www.ncbi.nlm.nih.gov/pubmed/27999734
http://dx.doi.org/10.1080/2162402X.2016.1196310
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author Wang, Zheng
Zhang, Chuanbao
Liu, Xing
Wang, Zhiliang
Sun, Lihua
Li, Guanzhang
Liang, Jingshan
Hu, Huimin
Liu, Yanwei
Zhang, Wei
Jiang, Tao
author_facet Wang, Zheng
Zhang, Chuanbao
Liu, Xing
Wang, Zhiliang
Sun, Lihua
Li, Guanzhang
Liang, Jingshan
Hu, Huimin
Liu, Yanwei
Zhang, Wei
Jiang, Tao
author_sort Wang, Zheng
collection PubMed
description Background: PD-L1 has been widely reported as immune check points in a range of malignancies as well as some immune-originated diseases. In glioma, the role of PD-L1 remains unclear. We aimed at investigating its role at transcriptome level and relationship with clinical practice. Method and patients: In total, 976 glioma samples with transcriptome data, including 301 microarray data from Chinese Glioma Genome Atlas (CGGA project) and 675 RNAseq data from TCGA project, were enrolled into our study. Clinical and IDH mutation data were also available. R language was used as the main tool for statistical analysis and graphical work. Results: PD-L1 expression was found to be positively correlated with WHO grade of glioma. PD-L1 seemed to express more in mesenchymal subtype according to TCGA transcriptional classification scheme and may contribute as a potential marker for mesenchymal subtype in glioblastoma. Pearson correlation test indicated that PD-L1 showed robust correlation with PD1, PD-L2, and CD80 in CGGA dataset. Subsequent gene ontology analysis based on significantly correlated genes of PD-L1 revealed that PD-L1 seemed to be profoundly associated with T cell activation. To further investigate the relationship between PD-L1 expression and immune response, we selected a series of immune signatures, which were then transformed into metagenes, and found that PD-L1 expression was particularly paralleled with T-cells and macrophages-related immune response instead of B cell linage-related immune response. In line with the corresponding biological process, PD-L1 exhibited predictive value for glioma patients: Higher PD-L1 indicated significantly shorter survival, especially in glioblastoma. Conclusion: PD-L1 is upregulated in glioblastoma, and is synergistic with other check point members. Moreover, PD-L1 is significantly associated with T-cell activation and macrophage-related immune response and predicts much worse survival for patients, warranting clinical trials of PD1/PD-L1 checkpoint inhibitors for potential glioma treatment.
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spelling pubmed-51396382016-12-20 Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma Wang, Zheng Zhang, Chuanbao Liu, Xing Wang, Zhiliang Sun, Lihua Li, Guanzhang Liang, Jingshan Hu, Huimin Liu, Yanwei Zhang, Wei Jiang, Tao Oncoimmunology Original Research Background: PD-L1 has been widely reported as immune check points in a range of malignancies as well as some immune-originated diseases. In glioma, the role of PD-L1 remains unclear. We aimed at investigating its role at transcriptome level and relationship with clinical practice. Method and patients: In total, 976 glioma samples with transcriptome data, including 301 microarray data from Chinese Glioma Genome Atlas (CGGA project) and 675 RNAseq data from TCGA project, were enrolled into our study. Clinical and IDH mutation data were also available. R language was used as the main tool for statistical analysis and graphical work. Results: PD-L1 expression was found to be positively correlated with WHO grade of glioma. PD-L1 seemed to express more in mesenchymal subtype according to TCGA transcriptional classification scheme and may contribute as a potential marker for mesenchymal subtype in glioblastoma. Pearson correlation test indicated that PD-L1 showed robust correlation with PD1, PD-L2, and CD80 in CGGA dataset. Subsequent gene ontology analysis based on significantly correlated genes of PD-L1 revealed that PD-L1 seemed to be profoundly associated with T cell activation. To further investigate the relationship between PD-L1 expression and immune response, we selected a series of immune signatures, which were then transformed into metagenes, and found that PD-L1 expression was particularly paralleled with T-cells and macrophages-related immune response instead of B cell linage-related immune response. In line with the corresponding biological process, PD-L1 exhibited predictive value for glioma patients: Higher PD-L1 indicated significantly shorter survival, especially in glioblastoma. Conclusion: PD-L1 is upregulated in glioblastoma, and is synergistic with other check point members. Moreover, PD-L1 is significantly associated with T-cell activation and macrophage-related immune response and predicts much worse survival for patients, warranting clinical trials of PD1/PD-L1 checkpoint inhibitors for potential glioma treatment. Taylor & Francis 2016-06-16 /pmc/articles/PMC5139638/ /pubmed/27999734 http://dx.doi.org/10.1080/2162402X.2016.1196310 Text en © 2016 The Author(s). Published with license by Taylor & Francis Group, LLC http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The moral rights of the named author(s) have been asserted.
spellingShingle Original Research
Wang, Zheng
Zhang, Chuanbao
Liu, Xing
Wang, Zhiliang
Sun, Lihua
Li, Guanzhang
Liang, Jingshan
Hu, Huimin
Liu, Yanwei
Zhang, Wei
Jiang, Tao
Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma
title Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma
title_full Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma
title_fullStr Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma
title_full_unstemmed Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma
title_short Molecular and clinical characterization of PD-L1 expression at transcriptional level via 976 samples of brain glioma
title_sort molecular and clinical characterization of pd-l1 expression at transcriptional level via 976 samples of brain glioma
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5139638/
https://www.ncbi.nlm.nih.gov/pubmed/27999734
http://dx.doi.org/10.1080/2162402X.2016.1196310
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