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Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study
BACKGROUND AND OBJECTIVES: Glioblastoma multiforme (GBM) is the most aggressive, malignant, and therapy-resistant tumor of the brain. Blockade therapy targeting the programmed cell death protein 1 (PD-1)/programmed death ligand (PD-L1) axis is currently under investigation for the clinical managemen...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10387524/ https://www.ncbi.nlm.nih.gov/pubmed/37529045 http://dx.doi.org/10.3389/fimmu.2023.1202098 |
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author | Masood, Aetsam Bin Batool, Sajida Bhatti, Sajid Nazir Ali, Asad Valko, Marian Jomova, Klaudia Kuca, Kamil |
author_facet | Masood, Aetsam Bin Batool, Sajida Bhatti, Sajid Nazir Ali, Asad Valko, Marian Jomova, Klaudia Kuca, Kamil |
author_sort | Masood, Aetsam Bin |
collection | PubMed |
description | BACKGROUND AND OBJECTIVES: Glioblastoma multiforme (GBM) is the most aggressive, malignant, and therapy-resistant tumor of the brain. Blockade therapy targeting the programmed cell death protein 1 (PD-1)/programmed death ligand (PD-L1) axis is currently under investigation for the clinical management of the GBM. This study has quantified the plasma levels of PD-L1 as a biomarker for the clinical management of GBM. METHODS: A cohort (n = 128) of Pakistani adult glioblastoma patients together with age- and sex-matched healthy controls was used for quantification of pre-surgery levels of plasma PD-L1. PD-L1 protein and mRNA were measured by PD-L1 platinum enzyme-linked immunosorbent assay and quantitative real-time PCR, respectively. Receiver operating characteristic (ROC) curve analysis was used to compute area under the curve (AUC) for specificity and sensitivity analyses. The Kaplan–Meier survival analysis was employed to compute overall survival. RESULTS: PD-L1 protein and mRNA were significantly higher in GBM compared to the healthy controls (p < 0.0001). Mean PD-L1 concentration for the GBM was found to be 48.98 ± 2.290 pg/ml compared to 27.63 ± 1.281 pg/ml for controls. Gene expression analysis showed statistically significant upregulation (p < 0.0001) of PD-L1 in blood of GBM compared to healthy controls. Plasma PD-L1 showed an AUC of 0.840 (p < 0.0001; 95% CI = 0.7716 to 0.9090) where a cutoff value higher than 46 pg/ml demonstrated 100% specificity and 57.81% sensitivity. Higher pre-surgery levels of PD-L1 were found to be associated with overall poor survival [p < 0.0001; HR (log-rank) = 0.08; 95% CI = 0.04 to 0.15]. Age, gender, and ethnic background were not found to be associated with plasma PD-L1 levels. CONCLUSION: The study concludes that blood-based measurements of PD-L1 in GBM can be a promising prognostic marker and therapeutic target besides a rapid and relatively non-invasive screening tool for routine clinical management. Future work extending the analysis to larger cohorts through multi-center collaborations involving pre-treatment and post-treatment groups is required to fully explore the usefulness of circulating PD-L1 for effective clinical applications. |
format | Online Article Text |
id | pubmed-10387524 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103875242023-08-01 Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study Masood, Aetsam Bin Batool, Sajida Bhatti, Sajid Nazir Ali, Asad Valko, Marian Jomova, Klaudia Kuca, Kamil Front Immunol Immunology BACKGROUND AND OBJECTIVES: Glioblastoma multiforme (GBM) is the most aggressive, malignant, and therapy-resistant tumor of the brain. Blockade therapy targeting the programmed cell death protein 1 (PD-1)/programmed death ligand (PD-L1) axis is currently under investigation for the clinical management of the GBM. This study has quantified the plasma levels of PD-L1 as a biomarker for the clinical management of GBM. METHODS: A cohort (n = 128) of Pakistani adult glioblastoma patients together with age- and sex-matched healthy controls was used for quantification of pre-surgery levels of plasma PD-L1. PD-L1 protein and mRNA were measured by PD-L1 platinum enzyme-linked immunosorbent assay and quantitative real-time PCR, respectively. Receiver operating characteristic (ROC) curve analysis was used to compute area under the curve (AUC) for specificity and sensitivity analyses. The Kaplan–Meier survival analysis was employed to compute overall survival. RESULTS: PD-L1 protein and mRNA were significantly higher in GBM compared to the healthy controls (p < 0.0001). Mean PD-L1 concentration for the GBM was found to be 48.98 ± 2.290 pg/ml compared to 27.63 ± 1.281 pg/ml for controls. Gene expression analysis showed statistically significant upregulation (p < 0.0001) of PD-L1 in blood of GBM compared to healthy controls. Plasma PD-L1 showed an AUC of 0.840 (p < 0.0001; 95% CI = 0.7716 to 0.9090) where a cutoff value higher than 46 pg/ml demonstrated 100% specificity and 57.81% sensitivity. Higher pre-surgery levels of PD-L1 were found to be associated with overall poor survival [p < 0.0001; HR (log-rank) = 0.08; 95% CI = 0.04 to 0.15]. Age, gender, and ethnic background were not found to be associated with plasma PD-L1 levels. CONCLUSION: The study concludes that blood-based measurements of PD-L1 in GBM can be a promising prognostic marker and therapeutic target besides a rapid and relatively non-invasive screening tool for routine clinical management. Future work extending the analysis to larger cohorts through multi-center collaborations involving pre-treatment and post-treatment groups is required to fully explore the usefulness of circulating PD-L1 for effective clinical applications. Frontiers Media S.A. 2023-07-17 /pmc/articles/PMC10387524/ /pubmed/37529045 http://dx.doi.org/10.3389/fimmu.2023.1202098 Text en Copyright © 2023 Masood, Batool, Bhatti, Ali, Valko, Jomova and Kuca https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Masood, Aetsam Bin Batool, Sajida Bhatti, Sajid Nazir Ali, Asad Valko, Marian Jomova, Klaudia Kuca, Kamil Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study |
title | Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study |
title_full | Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study |
title_fullStr | Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study |
title_full_unstemmed | Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study |
title_short | Plasma PD-L1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study |
title_sort | plasma pd-l1 as a biomarker in the clinical management of glioblastoma multiforme—a retrospective cohort study |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10387524/ https://www.ncbi.nlm.nih.gov/pubmed/37529045 http://dx.doi.org/10.3389/fimmu.2023.1202098 |
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