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Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer

Pancreatic ductal adenocarcinoma (PDAC) responds poorly to systemic treatment, including new immunotherapeutic approaches. Biomarkers are urgently needed for early disease detection, patient stratification for treatment, and response prediction. The role of soluble CD40 (sCD40) is unknown in PDAC. I...

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Autores principales: Digomann, David, Heiduk, Max, Reiche, Charlotte, Glück, Jessica, Kahlert, Christoph, Mirtschink, Peter, Klimova, Anna, Bösch, Florian, Tonn, Torsten, Gaedcke, Jochen, Ghadimi, Michael, Weitz, Jürgen, Seifert, Lena, Seifert, Adrian M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576756/
https://www.ncbi.nlm.nih.gov/pubmed/37838778
http://dx.doi.org/10.1038/s41698-023-00459-9
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author Digomann, David
Heiduk, Max
Reiche, Charlotte
Glück, Jessica
Kahlert, Christoph
Mirtschink, Peter
Klimova, Anna
Bösch, Florian
Tonn, Torsten
Gaedcke, Jochen
Ghadimi, Michael
Weitz, Jürgen
Seifert, Lena
Seifert, Adrian M.
author_facet Digomann, David
Heiduk, Max
Reiche, Charlotte
Glück, Jessica
Kahlert, Christoph
Mirtschink, Peter
Klimova, Anna
Bösch, Florian
Tonn, Torsten
Gaedcke, Jochen
Ghadimi, Michael
Weitz, Jürgen
Seifert, Lena
Seifert, Adrian M.
author_sort Digomann, David
collection PubMed
description Pancreatic ductal adenocarcinoma (PDAC) responds poorly to systemic treatment, including new immunotherapeutic approaches. Biomarkers are urgently needed for early disease detection, patient stratification for treatment, and response prediction. The role of soluble CD40 (sCD40) is unknown in PDAC. In this study, we performed a quantitative multiplex analysis of 17 immune checkpoint proteins in serum samples from patients with various stages of PDAC in a discovery study (n = 107) and analyzed sCD40 by ELISA in a validation study (n = 317). Youden’s J statistic was used for diagnostic cut-off optimization. A Cox proportional hazards regression model was applied in an empiric approach for prognostic threshold optimization. Kaplan–Meier estimator and multivariable Cox regression analyses were used for survival analysis. sCD40 was significantly increased in the serum of patients with PDAC compared to healthy cohorts and patients with IPMN. In the validation cohort, the area under the receiver operating characteristic (ROC) c-statistic was 0.8, and combining sCD40 with CA19-9 yielded a c-statistic of 0.95. sCD40 levels were independent of the tumor stage. However, patients who received neoadjuvant chemotherapy had significantly lower sCD40 levels than those who underwent upfront surgery. Patients with a sCD40 level above the empirical threshold of 0.83 ng/ml had a significantly reduced overall survival with a hazard ratio of 1.4. This observation was pronounced in patients after neoadjuvant chemotherapy. Collectively, soluble CD40 may be considered as both a diagnostic and prognostic non-invasive biomarker in PDAC.
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spelling pubmed-105767562023-10-16 Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer Digomann, David Heiduk, Max Reiche, Charlotte Glück, Jessica Kahlert, Christoph Mirtschink, Peter Klimova, Anna Bösch, Florian Tonn, Torsten Gaedcke, Jochen Ghadimi, Michael Weitz, Jürgen Seifert, Lena Seifert, Adrian M. NPJ Precis Oncol Article Pancreatic ductal adenocarcinoma (PDAC) responds poorly to systemic treatment, including new immunotherapeutic approaches. Biomarkers are urgently needed for early disease detection, patient stratification for treatment, and response prediction. The role of soluble CD40 (sCD40) is unknown in PDAC. In this study, we performed a quantitative multiplex analysis of 17 immune checkpoint proteins in serum samples from patients with various stages of PDAC in a discovery study (n = 107) and analyzed sCD40 by ELISA in a validation study (n = 317). Youden’s J statistic was used for diagnostic cut-off optimization. A Cox proportional hazards regression model was applied in an empiric approach for prognostic threshold optimization. Kaplan–Meier estimator and multivariable Cox regression analyses were used for survival analysis. sCD40 was significantly increased in the serum of patients with PDAC compared to healthy cohorts and patients with IPMN. In the validation cohort, the area under the receiver operating characteristic (ROC) c-statistic was 0.8, and combining sCD40 with CA19-9 yielded a c-statistic of 0.95. sCD40 levels were independent of the tumor stage. However, patients who received neoadjuvant chemotherapy had significantly lower sCD40 levels than those who underwent upfront surgery. Patients with a sCD40 level above the empirical threshold of 0.83 ng/ml had a significantly reduced overall survival with a hazard ratio of 1.4. This observation was pronounced in patients after neoadjuvant chemotherapy. Collectively, soluble CD40 may be considered as both a diagnostic and prognostic non-invasive biomarker in PDAC. Nature Publishing Group UK 2023-10-14 /pmc/articles/PMC10576756/ /pubmed/37838778 http://dx.doi.org/10.1038/s41698-023-00459-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Digomann, David
Heiduk, Max
Reiche, Charlotte
Glück, Jessica
Kahlert, Christoph
Mirtschink, Peter
Klimova, Anna
Bösch, Florian
Tonn, Torsten
Gaedcke, Jochen
Ghadimi, Michael
Weitz, Jürgen
Seifert, Lena
Seifert, Adrian M.
Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer
title Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer
title_full Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer
title_fullStr Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer
title_full_unstemmed Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer
title_short Serum immune checkpoint profiling identifies soluble CD40 as a biomarker for pancreatic cancer
title_sort serum immune checkpoint profiling identifies soluble cd40 as a biomarker for pancreatic cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576756/
https://www.ncbi.nlm.nih.gov/pubmed/37838778
http://dx.doi.org/10.1038/s41698-023-00459-9
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