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A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma
BACKGROUND: Programmed cell death protein 1 (PD-1) is a key immune checkpoint that regulates peripheral tolerance and protects against autoimmunity. Programmed death ligand-2 (PD-L2) is a less studied ligand to PD-1 and has yet to be fully explored, especially in pancreatic ductal adenocarcinoma (PD...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6716876/ https://www.ncbi.nlm.nih.gov/pubmed/31464648 http://dx.doi.org/10.1186/s40425-019-0703-0 |
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author | Zhang, Yiyin Xu, Jin Hua, Jie Liu, Jiang Liang, Chen Meng, Qingcai Wei, Miaoyan Zhang, Bo Yu, Xianjun Shi, Si |
author_facet | Zhang, Yiyin Xu, Jin Hua, Jie Liu, Jiang Liang, Chen Meng, Qingcai Wei, Miaoyan Zhang, Bo Yu, Xianjun Shi, Si |
author_sort | Zhang, Yiyin |
collection | PubMed |
description | BACKGROUND: Programmed cell death protein 1 (PD-1) is a key immune checkpoint that regulates peripheral tolerance and protects against autoimmunity. Programmed death ligand-2 (PD-L2) is a less studied ligand to PD-1 and has yet to be fully explored, especially in pancreatic ductal adenocarcinoma (PDAC). METHODS: In this study, we performed immunohistochemistry to detect the PD-L2, CD3, CD8, transforming growth factor-β2 (TGF-β2) and FOXP3 levels in paraffin sections from 305 patients with resected PDAC as a training set. Expression levels of intratumoral and stromal immune markers were compared in relation to survival using Kaplan-Meier curves, random survival forest model and survival tree analysis. A multivariable Cox proportional-hazards model of associated markers was used to calculate the risk scores. RESULTS: PD-L2 was expressed in 71.5% of PDAC samples and showed strong correlations with CD3+, CD8+ T cells and FOXP3+ regulatory T cell densities. High levels of intratumoral PD-L2 and FOXP3 were related to poor survival; only stromal FOXP3 overexpression was associated with worse prognosis. Four patterns generated from survival tree analysis demonstrated that PD-L2(low)(stromal)FOXP3(low) patients had the longest survival, while PD-L2(high)(intratumoral)CD3(low) patients had the shortest survival (P < 0.001). The area under the curve was 0.631(95% confidence interval (CI): 0.447–0.826) for the immune marker-based signature and 0.549 (95% CI: 0.323–0.829; P < 0.001) for the clinical parameter-based signature, which was consistent with the results in the validation set including 150 patients (P < 0.001). A higher risk score indicated shorter survival and could serve as an independent prognostic factor. PD-L2 was also showed associated with TGF-β2 and other immune molecules based on bioinformatics analysis. CONCLUSIONS: Our work highlighted PD-L2 as a promising immunotherapeutic target with prognostic value combined with complex tumor infiltrating cells in PDAC. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-019-0703-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6716876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-67168762019-09-04 A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma Zhang, Yiyin Xu, Jin Hua, Jie Liu, Jiang Liang, Chen Meng, Qingcai Wei, Miaoyan Zhang, Bo Yu, Xianjun Shi, Si J Immunother Cancer Research Article BACKGROUND: Programmed cell death protein 1 (PD-1) is a key immune checkpoint that regulates peripheral tolerance and protects against autoimmunity. Programmed death ligand-2 (PD-L2) is a less studied ligand to PD-1 and has yet to be fully explored, especially in pancreatic ductal adenocarcinoma (PDAC). METHODS: In this study, we performed immunohistochemistry to detect the PD-L2, CD3, CD8, transforming growth factor-β2 (TGF-β2) and FOXP3 levels in paraffin sections from 305 patients with resected PDAC as a training set. Expression levels of intratumoral and stromal immune markers were compared in relation to survival using Kaplan-Meier curves, random survival forest model and survival tree analysis. A multivariable Cox proportional-hazards model of associated markers was used to calculate the risk scores. RESULTS: PD-L2 was expressed in 71.5% of PDAC samples and showed strong correlations with CD3+, CD8+ T cells and FOXP3+ regulatory T cell densities. High levels of intratumoral PD-L2 and FOXP3 were related to poor survival; only stromal FOXP3 overexpression was associated with worse prognosis. Four patterns generated from survival tree analysis demonstrated that PD-L2(low)(stromal)FOXP3(low) patients had the longest survival, while PD-L2(high)(intratumoral)CD3(low) patients had the shortest survival (P < 0.001). The area under the curve was 0.631(95% confidence interval (CI): 0.447–0.826) for the immune marker-based signature and 0.549 (95% CI: 0.323–0.829; P < 0.001) for the clinical parameter-based signature, which was consistent with the results in the validation set including 150 patients (P < 0.001). A higher risk score indicated shorter survival and could serve as an independent prognostic factor. PD-L2 was also showed associated with TGF-β2 and other immune molecules based on bioinformatics analysis. CONCLUSIONS: Our work highlighted PD-L2 as a promising immunotherapeutic target with prognostic value combined with complex tumor infiltrating cells in PDAC. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-019-0703-0) contains supplementary material, which is available to authorized users. BioMed Central 2019-08-29 /pmc/articles/PMC6716876/ /pubmed/31464648 http://dx.doi.org/10.1186/s40425-019-0703-0 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Zhang, Yiyin Xu, Jin Hua, Jie Liu, Jiang Liang, Chen Meng, Qingcai Wei, Miaoyan Zhang, Bo Yu, Xianjun Shi, Si A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma |
title | A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma |
title_full | A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma |
title_fullStr | A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma |
title_full_unstemmed | A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma |
title_short | A PD-L2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma |
title_sort | pd-l2-based immune marker signature helps to predict survival in resected pancreatic ductal adenocarcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6716876/ https://www.ncbi.nlm.nih.gov/pubmed/31464648 http://dx.doi.org/10.1186/s40425-019-0703-0 |
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