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Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis
OBJECTIVE: Current non-invasive diagnostic tests can distinguish between pancreatic cancer (pancreatic ductal adenocarcinoma (PDAC)) and chronic pancreatitis (CP) in only about two thirds of patients. We have searched for blood-derived metabolite biomarkers for this diagnostic purpose. DESIGN: For a...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5754849/ https://www.ncbi.nlm.nih.gov/pubmed/28108468 http://dx.doi.org/10.1136/gutjnl-2016-312432 |
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author | Mayerle, Julia Kalthoff, Holger Reszka, Regina Kamlage, Beate Peter, Erik Schniewind, Bodo González Maldonado, Sandra Pilarsky, Christian Heidecke, Claus-Dieter Schatz, Philipp Distler, Marius Scheiber, Jonas A Mahajan, Ujjwal M Weiss, F Ulrich Grützmann, Robert Lerch, Markus M |
author_facet | Mayerle, Julia Kalthoff, Holger Reszka, Regina Kamlage, Beate Peter, Erik Schniewind, Bodo González Maldonado, Sandra Pilarsky, Christian Heidecke, Claus-Dieter Schatz, Philipp Distler, Marius Scheiber, Jonas A Mahajan, Ujjwal M Weiss, F Ulrich Grützmann, Robert Lerch, Markus M |
author_sort | Mayerle, Julia |
collection | PubMed |
description | OBJECTIVE: Current non-invasive diagnostic tests can distinguish between pancreatic cancer (pancreatic ductal adenocarcinoma (PDAC)) and chronic pancreatitis (CP) in only about two thirds of patients. We have searched for blood-derived metabolite biomarkers for this diagnostic purpose. DESIGN: For a case–control study in three tertiary referral centres, 914 subjects were prospectively recruited with PDAC (n=271), CP (n=282), liver cirrhosis (n=100) or healthy as well as non-pancreatic disease controls (n=261) in three consecutive studies. Metabolomic profiles of plasma and serum samples were generated from 477 metabolites identified by gas chromatography–mass spectrometry and liquid chromatography–tandem mass spectrometry. RESULTS: A biomarker signature (nine metabolites and additionally CA19-9) was identified for the differential diagnosis between PDAC and CP. The biomarker signature distinguished PDAC from CP in the training set with an area under the curve (AUC) of 0.96 (95% CI 0.93–0.98). The biomarker signature cut-off of 0.384 at 85% fixed specificity showed a sensitivity of 94.9% (95% CI 87.0%–97.0%). In the test set, an AUC of 0.94 (95% CI 0.91–0.97) and, using the same cut-off, a sensitivity of 89.9% (95% CI 81.0%–95.5%) and a specificity of 91.3% (95% CI 82.8%–96.4%) were achieved, successfully validating the biomarker signature. CONCLUSIONS: In patients with CP with an increased risk for pancreatic cancer (cumulative incidence 1.95%), the performance of this biomarker signature results in a negative predictive value of 99.9% (95% CI 99.7%–99.9%) (training set) and 99.8% (95% CI 99.6%–99.9%) (test set). In one third of our patients, the clinical use of this biomarker signature would have improved diagnosis and treatment stratification in comparison to CA19-9. |
format | Online Article Text |
id | pubmed-5754849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-57548492018-02-12 Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis Mayerle, Julia Kalthoff, Holger Reszka, Regina Kamlage, Beate Peter, Erik Schniewind, Bodo González Maldonado, Sandra Pilarsky, Christian Heidecke, Claus-Dieter Schatz, Philipp Distler, Marius Scheiber, Jonas A Mahajan, Ujjwal M Weiss, F Ulrich Grützmann, Robert Lerch, Markus M Gut Pancreas OBJECTIVE: Current non-invasive diagnostic tests can distinguish between pancreatic cancer (pancreatic ductal adenocarcinoma (PDAC)) and chronic pancreatitis (CP) in only about two thirds of patients. We have searched for blood-derived metabolite biomarkers for this diagnostic purpose. DESIGN: For a case–control study in three tertiary referral centres, 914 subjects were prospectively recruited with PDAC (n=271), CP (n=282), liver cirrhosis (n=100) or healthy as well as non-pancreatic disease controls (n=261) in three consecutive studies. Metabolomic profiles of plasma and serum samples were generated from 477 metabolites identified by gas chromatography–mass spectrometry and liquid chromatography–tandem mass spectrometry. RESULTS: A biomarker signature (nine metabolites and additionally CA19-9) was identified for the differential diagnosis between PDAC and CP. The biomarker signature distinguished PDAC from CP in the training set with an area under the curve (AUC) of 0.96 (95% CI 0.93–0.98). The biomarker signature cut-off of 0.384 at 85% fixed specificity showed a sensitivity of 94.9% (95% CI 87.0%–97.0%). In the test set, an AUC of 0.94 (95% CI 0.91–0.97) and, using the same cut-off, a sensitivity of 89.9% (95% CI 81.0%–95.5%) and a specificity of 91.3% (95% CI 82.8%–96.4%) were achieved, successfully validating the biomarker signature. CONCLUSIONS: In patients with CP with an increased risk for pancreatic cancer (cumulative incidence 1.95%), the performance of this biomarker signature results in a negative predictive value of 99.9% (95% CI 99.7%–99.9%) (training set) and 99.8% (95% CI 99.6%–99.9%) (test set). In one third of our patients, the clinical use of this biomarker signature would have improved diagnosis and treatment stratification in comparison to CA19-9. BMJ Publishing Group 2018-01 2017-01-20 /pmc/articles/PMC5754849/ /pubmed/28108468 http://dx.doi.org/10.1136/gutjnl-2016-312432 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ |
spellingShingle | Pancreas Mayerle, Julia Kalthoff, Holger Reszka, Regina Kamlage, Beate Peter, Erik Schniewind, Bodo González Maldonado, Sandra Pilarsky, Christian Heidecke, Claus-Dieter Schatz, Philipp Distler, Marius Scheiber, Jonas A Mahajan, Ujjwal M Weiss, F Ulrich Grützmann, Robert Lerch, Markus M Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title | Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_full | Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_fullStr | Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_full_unstemmed | Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_short | Metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
title_sort | metabolic biomarker signature to differentiate pancreatic ductal adenocarcinoma from chronic pancreatitis |
topic | Pancreas |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5754849/ https://www.ncbi.nlm.nih.gov/pubmed/28108468 http://dx.doi.org/10.1136/gutjnl-2016-312432 |
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