A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer

Pancreatic ductal adenocarcinoma (PDAC) is a major cause of cancer death that typically presents at an advanced stage. No reliable markers for early detection presently exist. The prominent tumor stroma represents a source of circulating biomarkers for use together with cancer cell-derived biomarker...

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Published in:International Journal of Molecular Sciences
Main Authors: James Mason, Erik Lundberg, Pär Jonsson, Hanna Nyström, Oskar Franklin, Christina Lundin, Peter Naredi, Henrik Antti, Malin Sund, Daniel Öhlund
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2022
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Online Access:https://doi.org/10.3390/ijms232112969
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spelling ftmdpi:oai:mdpi.com:/1422-0067/23/21/12969/ 2023-08-20T04:08:47+02:00 A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer James Mason Erik Lundberg Pär Jonsson Hanna Nyström Oskar Franklin Christina Lundin Peter Naredi Henrik Antti Malin Sund Daniel Öhlund agris 2022-10-26 application/pdf https://doi.org/10.3390/ijms232112969 EN eng Multidisciplinary Digital Publishing Institute Molecular Pathology, Diagnostics, and Therapeutics https://dx.doi.org/10.3390/ijms232112969 https://creativecommons.org/licenses/by/4.0/ International Journal of Molecular Sciences; Volume 23; Issue 21; Pages: 12969 carcinoma pancreatic ductal biomarkers tumor early detection of cancer tumor microenvironment analysis Text 2022 ftmdpi https://doi.org/10.3390/ijms232112969 2023-08-01T07:03:14Z Pancreatic ductal adenocarcinoma (PDAC) is a major cause of cancer death that typically presents at an advanced stage. No reliable markers for early detection presently exist. The prominent tumor stroma represents a source of circulating biomarkers for use together with cancer cell-derived biomarkers for earlier PDAC diagnosis. CA19-9 and CEA (cancer cell-derived biomarkers), together with endostatin and collagen IV (stroma-derived) were examined alone, or together, by multivariable modelling, using pre-diagnostic plasma samples (n = 259 samples) from the Northern Sweden Health and Disease Study biobank. Serial samples were available for a subgroup of future patients. Marker efficacy for future PDAC case prediction (n = 154 future cases) was examined by both cross-sectional (ROC analysis) and longitudinal analyses. CA19-9 performed well at, and within, six months to diagnosis and multivariable modelling was not superior to CA19-9 alone in cross-sectional analysis. Within six months to diagnosis, CA19-9 (AUC = 0.92) outperformed the multivariable model (AUC = 0.81) at a cross-sectional level. At diagnosis, CA19-9 (AUC = 0.995) and the model (AUC = 0.977) performed similarly. Longitudinal analysis revealed increases in CA19-9 up to two years to diagnosis which indicates a window of opportunity for early detection of PDAC. Text Northern Sweden MDPI Open Access Publishing International Journal of Molecular Sciences 23 21 12969
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic carcinoma
pancreatic ductal
biomarkers
tumor
early detection of cancer
tumor microenvironment
analysis
spellingShingle carcinoma
pancreatic ductal
biomarkers
tumor
early detection of cancer
tumor microenvironment
analysis
James Mason
Erik Lundberg
Pär Jonsson
Hanna Nyström
Oskar Franklin
Christina Lundin
Peter Naredi
Henrik Antti
Malin Sund
Daniel Öhlund
A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer
topic_facet carcinoma
pancreatic ductal
biomarkers
tumor
early detection of cancer
tumor microenvironment
analysis
description Pancreatic ductal adenocarcinoma (PDAC) is a major cause of cancer death that typically presents at an advanced stage. No reliable markers for early detection presently exist. The prominent tumor stroma represents a source of circulating biomarkers for use together with cancer cell-derived biomarkers for earlier PDAC diagnosis. CA19-9 and CEA (cancer cell-derived biomarkers), together with endostatin and collagen IV (stroma-derived) were examined alone, or together, by multivariable modelling, using pre-diagnostic plasma samples (n = 259 samples) from the Northern Sweden Health and Disease Study biobank. Serial samples were available for a subgroup of future patients. Marker efficacy for future PDAC case prediction (n = 154 future cases) was examined by both cross-sectional (ROC analysis) and longitudinal analyses. CA19-9 performed well at, and within, six months to diagnosis and multivariable modelling was not superior to CA19-9 alone in cross-sectional analysis. Within six months to diagnosis, CA19-9 (AUC = 0.92) outperformed the multivariable model (AUC = 0.81) at a cross-sectional level. At diagnosis, CA19-9 (AUC = 0.995) and the model (AUC = 0.977) performed similarly. Longitudinal analysis revealed increases in CA19-9 up to two years to diagnosis which indicates a window of opportunity for early detection of PDAC.
format Text
author James Mason
Erik Lundberg
Pär Jonsson
Hanna Nyström
Oskar Franklin
Christina Lundin
Peter Naredi
Henrik Antti
Malin Sund
Daniel Öhlund
author_facet James Mason
Erik Lundberg
Pär Jonsson
Hanna Nyström
Oskar Franklin
Christina Lundin
Peter Naredi
Henrik Antti
Malin Sund
Daniel Öhlund
author_sort James Mason
title A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer
title_short A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer
title_full A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer
title_fullStr A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer
title_full_unstemmed A Cross-Sectional and Longitudinal Analysis of Pre-Diagnostic Blood Plasma Biomarkers for Early Detection of Pancreatic Cancer
title_sort cross-sectional and longitudinal analysis of pre-diagnostic blood plasma biomarkers for early detection of pancreatic cancer
publisher Multidisciplinary Digital Publishing Institute
publishDate 2022
url https://doi.org/10.3390/ijms232112969
op_coverage agris
genre Northern Sweden
genre_facet Northern Sweden
op_source International Journal of Molecular Sciences; Volume 23; Issue 21; Pages: 12969
op_relation Molecular Pathology, Diagnostics, and Therapeutics
https://dx.doi.org/10.3390/ijms232112969
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/ijms232112969
container_title International Journal of Molecular Sciences
container_volume 23
container_issue 21
container_start_page 12969
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