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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2016
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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. |
format | Online Article Text |
id | pubmed-5139638 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
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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