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The sensitivity of decision support tools for identifying patients with pancreatic cancer

Rachel E Neale, Susan J Jordan, Bridie Thompson, Christina M Bernardes, Judi Adams, Christopher Baggoley, Savio George Barreto, Catherine M Baxter, Daniel Croagh, Benedict Devereaux, Jon Emery, Louisa G Collins, Rajit Gilhotra, Paul Grogan, Luke Hourigan, Javiera Martinez-Gutierrez, Andrew J Metz, Stephen Philcox, Meena Rafiq, Joel Rhee, Silja Schrader, Michelle Stewart, John Windsor, John Zalcberg and Mary Waterhouse
BJGP Open 14 November 2025; BJGPO.2025.0142. DOI: https://doi.org/10.3399/BJGPO.2025.0142
Rachel E Neale
1 Population Health Program, QIMR Berghofer, Brisbane, Australia
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Susan J Jordan
2 School of Public Health, The University of Queensland, Brisbane, Australia
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Bridie Thompson
1 Population Health Program, QIMR Berghofer, Brisbane, Australia
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Christina M Bernardes
1 Population Health Program, QIMR Berghofer, Brisbane, Australia
2 School of Public Health, The University of Queensland, Brisbane, Australia
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Judi Adams
3 Pancreatic Cancer Australia, Sydney, Australia
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Christopher Baggoley
3 Pancreatic Cancer Australia, Sydney, Australia
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Savio George Barreto
4 Flinders University, South Australia, Australia
5 Flinders Medical Centre, South Australia, Australia
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Catherine M Baxter
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Daniel Croagh
6 Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Melbourne, Australia
7 St Vincent’s Healthcare Association, Melbourne, Australia
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Benedict Devereaux
8 Faculty of Medicine, The University of Queensland, Brisbane, Australia
9 Royal Brisbane and Women's Hospital, Brisbane, Queensland
10 Digestive Diseases Queensland, Brisbane, Australia
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Jon Emery
11 University of Melbourne, Melbourne, Australia
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Louisa G Collins
2 School of Public Health, The University of Queensland, Brisbane, Australia
12 Cancer Council Queensland, Brisbane, Australia
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Rajit Gilhotra
8 Faculty of Medicine, The University of Queensland, Brisbane, Australia
9 Royal Brisbane and Women's Hospital, Brisbane, Queensland
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Paul Grogan
13 University of Sydney, Sydney, Australia
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Luke Hourigan
8 Faculty of Medicine, The University of Queensland, Brisbane, Australia
14 Princess Alexandra Hospital, Brisbane, Australia
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Javiera Martinez-Gutierrez
11 University of Melbourne, Melbourne, Australia
15 Pontificia Universidad Catolica de Chile, Santiago, Chile
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Andrew J Metz
16 Epworth Hospital, Melbourne, Australia
17 Jreissati Pancreatic Centre, Melbourne, Australia
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Stephen Philcox
18 John Hunter Hospital, Newcastle, Australia
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Meena Rafiq
11 University of Melbourne, Melbourne, Australia
19 University College London, London, United Kingdom
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Joel Rhee
20 Discipline of General Practice, School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, Sydney, Australia
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Silja Schrader
11 University of Melbourne, Melbourne, Australia
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Michelle Stewart
3 Pancreatic Cancer Australia, Sydney, Australia
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John Windsor
21 University of Auckland, Auckland, New Zealand
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John Zalcberg
22 Department of Medical Oncology, Alfred Health, Melbourne, Australia
23 Research Program, Monash School of Public Health, Monash University, Melbourne, Australia
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Mary Waterhouse
1 Population Health Program, QIMR Berghofer, Brisbane, Australia
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Abstract

Background Pancreatic cancer causes non-specific symptoms, potentially leading to delays in diagnosis. Decision support tools may help primary care practitioners to triage patients for pancreatic imaging.

Aim To investigate the sensitivity of three different tools for identifying patients who may have pancreatic cancer.

Design and setting Observational study in Australia.

Method We investigated the performance of the risk assessment tool (RAT) for pancreatic cancer, the QCancer® tool, and a tool developed through a consensus process led by QIMR Berghofer (the QPaC Tool). We applied these tools to people with pancreatic cancer who were interviewed about their symptoms upon first presentation to a clinician. We designated patients as ‘flagged’ by each tool if they met specific criteria, and calculated the percentage flagged (ie, the sensitivity). Participants with jaundice were excluded from analyses of QCancer®.

Results We included 190 participants in analyses of the RAT and QPaC Tools (142 in analyses of QCancer). The sensitivity of the QPaC Tool and the RAT were 54% and 27% respectively. QCancer® had a sensitivity of 14% percent, at a probability threshold of 1%; in the same 142 participants, QPaC and the RAT flagged 44% and 7%, respectively.

Conclusion The QPaC Tool was the most sensitive, largely due to its inclusion of severe epigastric pain and emphasis on diabetes, but it has unknown specificity. More research is needed to determine whether any tool could reduce delays in diagnosis; in the interim, the QPaC Tool may support clinicians to consider pancreatic cancer in their differential diagnoses.

  • pancreatic cancer
  • symptoms
  • diagnosis
  • decision support tool
  • Received July 21, 2025.
  • Accepted September 4, 2025.
  • Copyright © 2025, The Authors

This article is Open Access: CC BY license (https://creativecommons.org/licenses/by/4.0/)

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Accepted Manuscript
The sensitivity of decision support tools for identifying patients with pancreatic cancer
Rachel E Neale, Susan J Jordan, Bridie Thompson, Christina M Bernardes, Judi Adams, Christopher Baggoley, Savio George Barreto, Catherine M Baxter, Daniel Croagh, Benedict Devereaux, Jon Emery, Louisa G Collins, Rajit Gilhotra, Paul Grogan, Luke Hourigan, Javiera Martinez-Gutierrez, Andrew J Metz, Stephen Philcox, Meena Rafiq, Joel Rhee, Silja Schrader, Michelle Stewart, John Windsor, John Zalcberg, Mary Waterhouse
BJGP Open 14 November 2025; BJGPO.2025.0142. DOI: 10.3399/BJGPO.2025.0142

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Accepted Manuscript
The sensitivity of decision support tools for identifying patients with pancreatic cancer
Rachel E Neale, Susan J Jordan, Bridie Thompson, Christina M Bernardes, Judi Adams, Christopher Baggoley, Savio George Barreto, Catherine M Baxter, Daniel Croagh, Benedict Devereaux, Jon Emery, Louisa G Collins, Rajit Gilhotra, Paul Grogan, Luke Hourigan, Javiera Martinez-Gutierrez, Andrew J Metz, Stephen Philcox, Meena Rafiq, Joel Rhee, Silja Schrader, Michelle Stewart, John Windsor, John Zalcberg, Mary Waterhouse
BJGP Open 14 November 2025; BJGPO.2025.0142. DOI: 10.3399/BJGPO.2025.0142
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Keywords

  • pancreatic cancer
  • symptoms
  • diagnosis
  • decision support tool

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