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July 13, 2026British Journal of Cancer0 citationsOpen Access

Anthropometric traits, metabolic biomarkers, and pancreatic cancer risk: a causal mediation analysis in UK Biobank

AAAmina AmadouHFHeinz FreislingBMBenoît Mercoeur

Key Points

  • The study investigates the relationship between anthropometric traits and pancreatic cancer risk, focusing on metabolic biomarkers as mediators.
  • Analysed 462,300 adults from the UK Biobank aged 40-69 years.
  • Utilized principal component analysis to derive body shape phenotypes related to obesity.
  • Employed four-way decomposition to assess mediation by metabolic biomarkers over a median follow-up of 10.9 years.
  • Hazard ratio (HR) for BMI was 1.20 (CI: 1.12–1.28) per 1-SD increase; HR for waist-to-hip ratio (WHR) was 1.24 (CI: 1.14–1.36).
  • Glucose accounted for 15.9% (CI: 2.8–28.9%) and HbA1c for 20.0% (CI: 6.3–33.7%) of the obesity-pancreatic cancer association.
  • Mediation analysis indicated a large proportion of the relationship is mediated by glucose and HbA1c levels, highlighting the significance of glycemic control.

Abstract

Obesity is a risk factor for pancreatic cancer, but mechanisms remain unclear. We investigated how anthropometric traits, individually and combined, relate to pancreatic cancer risk and whether associations are mediated by metabolic biomarkers. We analysed 462,300 adults (40–69 years) in the UK Biobank. Principal component analysis derived three body shape phenotypes combining body mass index (BMI), height, weight, waist and hip circumference, and waist-to-hip ratio (WHR). Mediation was assessed using four-way decomposition. Over a median follow-up of 10.9 years, 1115 pancreatic cancer cases occurred. Each one-standard-deviation (SD) increase in BMI or WHR was associated with a higher incidence of pancreatic cancer, with hazard ratios (HRs) of 1.20 (confidence interval, CI: 1.12–1.28) and 1.24 (CI: 1.14–1.36), respectively. Body shape characterizing overall obesity showed a similar association (HR = 1.20; CI: 1.12–1.28 per 1-SD), with glucose and HbA1c accounting for mediated proportions (mediated interaction + pure indirect effect) of 12.2% (CI: 3.4–21.0%) and 15.0% (CI: 5.7–24.2%), respectively. For BMI, glucose accounted for 15.9% (CI: 2.8–28.9%) and HbA1c for 20.0% (CI: 6.3–33.7%) of the association. Glucose and HbA1c mediate a large proportion of the obesity-pancreatic cancer association, highlighting the important role of glycemic control in obesity-related pancreatic carcinogenesis and targeted interventions in at-risk populations.

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Trending Research#7 this week

Published in the British Journal of Cancer, this large-scale analysis identifies high blood glucose as a key mediator linking obesity to pancreatic cancer, reinforcing the importance of metabolic health in preventive cardiology.

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Cite This Study

Amadou et al. (2026) studied this question.

synapsesocial.com/papers/6a54807d475c38bf615a54d4https://doi.org/10.1038/s41416-026-03524-9
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