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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.
Affiliation
  • Mayerle J; Department of Medicine A, University Medicine, Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany.
  • Kalthoff H; Medizinische Klinik und Poliklinik II, Klinikum der LMU München-Grosshadern, München, Germany.
  • Reszka R; Section for Molecular Oncology, Institut for Experimental Cancer Research (IET), UKSH, Kiel, Germany.
  • Kamlage B; Metanomics Health GmbH, Berlin, Germany.
  • Peter E; Metanomics Health GmbH, Berlin, Germany.
  • Schniewind B; Metanomics Health GmbH, Berlin, Germany.
  • González Maldonado S; Section for Molecular Oncology, Institut for Experimental Cancer Research (IET), UKSH, Kiel, Germany.
  • Pilarsky C; metanomics GmbH, Berlin, Germany.
  • Heidecke CD; Department of Surgery, University Hospital, Erlangen, Germany.
  • Schatz P; Department of General, Visceral, Thoracic and Vascular Surgery University Medicine Greifswald, Ernst-Moritz-Arndt University, Greifswald, Germany.
  • Distler M; Metanomics Health GmbH, Berlin, Germany.
  • Scheiber JA; Clinic and Outpatient Clinic for Visceral-, Thorax- and Vascular Surgery, Medizinische Fakultät, TU Dresden, Dresden, Germany.
  • Mahajan UM; Department of Medicine A, University Medicine, Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany.
  • Weiss FU; Department of Medicine A, University Medicine, Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany.
  • Grützmann R; Medizinische Klinik und Poliklinik II, Klinikum der LMU München-Grosshadern, München, Germany.
  • Lerch MM; Department of Medicine A, University Medicine, Ernst-Moritz-Arndt-University Greifswald, Greifswald, Germany.
Gut ; 67(1): 128-137, 2018 01.
Article in En | MEDLINE | ID: mdl-28108468
ABSTRACT

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.
Subject(s)
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pancreatic Neoplasms / Biomarkers, Tumor / Carcinoma, Pancreatic Ductal / Pancreatitis, Chronic / Early Detection of Cancer Type of study: Clinical_trials / Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Gut Year: 2018 Document type: Article Affiliation country:

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pancreatic Neoplasms / Biomarkers, Tumor / Carcinoma, Pancreatic Ductal / Pancreatitis, Chronic / Early Detection of Cancer Type of study: Clinical_trials / Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Limits: Adult / Aged / Female / Humans / Male / Middle aged Language: En Journal: Gut Year: 2018 Document type: Article Affiliation country: