Pre-diagnostic prescription patterns in pancreatic cancer: a retrospective cohort study

Background Prescribing patterns in primary care could demonstrate early clinical features of cancer and windows of opportunity for timely investigation. Aim Analyse primary care prescription patterns prior to a pancreatic cancer diagnosis. Design and Setting Retrospective cohort study using linked primary care and cancer registry data from patients diagnosed with pancreatic cancer in England between 2011-2018. Method Prescription records registered in the Clinical Practice Research Datalink were analysed in the five years pre-diagnosis. Eight categories of prescriptions which may be used to treat clinical features of pancreatic cancer were included (anti-emetics, anti-reflux medications, insulin, other hypoglycaemic agents, opioids, non-opioid analgesics, neuropathic analgesics and non-steroidal anti-inflammatories). Poisson regression was used to estimate the inflection points for increased prescribing above baseline. Results Among 12,990 patients, 669,287 prescriptions were analysed. Insulin was the least common prescription (7% patients), anti-reflux the most common (53% patients). Insulin prescribing increased 19 months pre-diagnosis (95% confidence interval [CI]=14.2-23.8), rising earlier in females (25 months; 95% CI=17.4-32.5) than males (11 months; 95% CI=5.8-16.2). Prescriptions for other hypoglycaemic agents increased 13 months (95% CI=7.7-18.5), anti-reflux and opioid analgesic prescribing 7 months (95% CI=5.4-8.6 and 4.4-9.6, respectively) and anti-emetics and non-opioid analgesics 5 months (95% CI=2.9-7.1 and 3.2-6.8, respectively) prior to diagnosis. Conclusion The early increase in insulin prescribing suggests tumour-induced type 3c diabetes, highlighting an opportunity for earlier diagnosis in a small proportion of patients. Opportunities for earlier diagnosis through investigation and referral also exist in patients prescribed anti-emetic, anti-reflux, and analgesic medications in primary care.

Authors

Institutions

Publication Details

Journal
British Journal of General Practice
Published
2026-04-16
DOI
https://doi.org/10.3399/bjgp.2025.0780
Primary Topic
Pancreatic and Hepatic Oncology Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Pre-diagnostic prescription patterns in pancreatic cancer: a retrospective cohort study

Garth Funston, Fiona M Walter, Kirsten D. Arendse, Pawandeep Virpal et al.
British Journal of General Practice
Pancreatic and Hepatic Oncology Research
article

Pre-diagnostic prescription patterns in pancreatic cancer: a retrospective cohort study

Garth Funston, Fiona M Walter, Kirsten D. Arendse, Pawandeep Virpal, Cecilia H Morel
article en

Abstract

Background Prescribing patterns in primary care could demonstrate early clinical features of cancer and windows of opportunity for timely investigation. Aim Analyse primary care prescription patterns prior to a pancreatic cancer diagnosis. Design and Setting Retrospective cohort study using linked primary care and cancer registry data from patients diagnosed with pancreatic cancer in England between 2011-2018. Method Prescription records registered in the Clinical Practice Research Datalink were analysed in the five years pre-diagnosis. Eight categories of prescriptions which may be used to treat clinical features of pancreatic cancer were included (anti-emetics, anti-reflux medications, insulin, other hypoglycaemic agents, opioids, non-opioid analgesics, neuropathic analgesics and non-steroidal anti-inflammatories). Poisson regression was used to estimate the inflection points for increased prescribing above baseline. Results Among 12,990 patients, 669,287 prescriptions were analysed. Insulin was the least common prescription (7% patients), anti-reflux the most common (53% patients). Insulin prescribing increased 19 months pre-diagnosis (95% confidence interval [CI]=14.2-23.8), rising earlier in females (25 months; 95% CI=17.4-32.5) than males (11 months; 95% CI=5.8-16.2). Prescriptions for other hypoglycaemic agents increased 13 months (95% CI=7.7-18.5), anti-reflux and opioid analgesic prescribing 7 months (95% CI=5.4-8.6 and 4.4-9.6, respectively) and anti-emetics and non-opioid analgesics 5 months (95% CI=2.9-7.1 and 3.2-6.8, respectively) prior to diagnosis. Conclusion The early increase in insulin prescribing suggests tumour-induced type 3c diabetes, highlighting an opportunity for earlier diagnosis in a small proportion of patients. Opportunities for earlier diagnosis through investigation and referral also exist in patients prescribed anti-emetic, anti-reflux, and analgesic medications in primary care.

British Journal of General Practice
Queen Mary University of London (GB)
Wellcome Trust, Barts Charity
Good health and well-being
Openalex Percentile: Top 17%
Pancreatic and Hepatic Oncology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.