Skip to main content

Main menu

  • HOME
  • LATEST ARTICLES
  • ALL ISSUES
  • AUTHORS & REVIEWERS
  • RESOURCES
    • About BJGP Open
    • BJGP Open Accessibility Statement
    • Editorial Board
    • Editorial Fellowships
    • Audio Abstracts
    • eLetters
    • Alerts
    • BJGP Life
    • Research into Publication Science
    • Advertising
    • Contact
  • SPECIAL ISSUES
    • Social Care Integration with Primary Care: call for articles
    • Special issue: Telehealth
    • Special issue: Race and Racism in Primary Care
    • Special issue: COVID-19 and Primary Care
    • Past research calls
    • Top 10 Research Articles of the Year
  • BJGP CONFERENCE →
  • RCGP
    • British Journal of General Practice
    • BJGP for RCGP members
    • RCGP eLearning
    • InnovAIT Journal
    • Jobs and careers

User menu

  • Alerts

Search

  • Advanced search
Intended for Healthcare Professionals
BJGP Open
  • RCGP
    • British Journal of General Practice
    • BJGP for RCGP members
    • RCGP eLearning
    • InnovAIT Journal
    • Jobs and careers
  • Subscriptions
  • Alerts
  • Log in
  • Follow BJGP Open on Instagram
  • Visit bjgp open on Bluesky
  • Blog
Intended for Healthcare Professionals
BJGP Open

Advanced Search

  • HOME
  • LATEST ARTICLES
  • ALL ISSUES
  • AUTHORS & REVIEWERS
  • RESOURCES
    • About BJGP Open
    • BJGP Open Accessibility Statement
    • Editorial Board
    • Editorial Fellowships
    • Audio Abstracts
    • eLetters
    • Alerts
    • BJGP Life
    • Research into Publication Science
    • Advertising
    • Contact
  • SPECIAL ISSUES
    • Social Care Integration with Primary Care: call for articles
    • Special issue: Telehealth
    • Special issue: Race and Racism in Primary Care
    • Special issue: COVID-19 and Primary Care
    • Past research calls
    • Top 10 Research Articles of the Year
  • BJGP CONFERENCE →
Research

Interaction patterns amongst risk factors for bladder cancer in adults with type 2 diabetes managed in primary care

Sarah Tsz Yui Yau, Eman Yee Man Leung, Chi Tim Hung, Martin Chi-Sang Wong, Ka Chun Chong, Albert Lee and Eng Kiong Yeoh
BJGP Open 22 August 2025; BJGPO.2025.0028. DOI: https://doi.org/10.3399/BJGPO.2025.0028
Sarah Tsz Yui Yau
1JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Eman Yee Man Leung
1JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Chi Tim Hung
1JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Martin Chi-Sang Wong
1JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ka Chun Chong
1JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Albert Lee
1JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Eng Kiong Yeoh
1JC School of Public Health and Primary Care, The Chinese University of Hong Kong, Shatin, Hong Kong, China
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Info
  • eLetters
  • PDF
Loading

Abstract

Background Previous studies have shown that patients with type 2 diabetes have a higher risk of developing bladder cancer than the general population. However, little is known about how different risk factors interact to influence the risk of bladder cancer among diabetes patients.

Aim To explore the interaction patterns among factors associated with the risk of bladder cancer incidence among patients who received diabetes management in primary care.

Design & setting A retrospective cohort study was performed using territory-wide electronic health records of Hong Kong. Patients who received diabetes care in general outpatient clinics between 2010 and 2019 without cancer history were included and followed up until December 2019.

Method The interaction patterns among factors associated with the risk of bladder cancer incidence were examined using conditional inference survival tree analysis.

Results A total of 382,770 patients were included. During a median follow-up of 6.2 years, 644 patients developed bladder cancer. Age (≤74 vs >74 years) and sex emerged as primary and secondary factors in differentiating the risk of bladder cancer sequentially. Among middle-old males (62 to 74 years) and youngest males (≤58 years), smoking (aHR for ever vs never smoker: 1.96, 95% CI 1.49–2.58) and chronic kidney disease (aHR for presence vs absence: 2.92, 95% CI 1.21–7.02) appeared as dominant risk factor for bladder cancer respectively.

Conclusion This study identified the interaction patterns among age, sex, smoking, and chronic kidney disease on the risk of bladder cancer incidence, providing potential targets for public health cancer prevention strategies in primary care for patients with type 2 diabetes.

  • bladder cancer
  • diabetes
  • primary health care
  • interaction
  • public health
  • survival analysis
  • Received February 4, 2025.
  • Revision received May 30, 2025.
  • Accepted July 14, 2025.
  • Copyright © 2025, The Authors

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

Back to top
Previous ArticleNext Article

Latest Articles

Download PDF
Email Article

Thank you for recommending BJGP Open.

NOTE: We only request your email address so that the person to whom you are recommending the page knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Interaction patterns amongst risk factors for bladder cancer in adults with type 2 diabetes managed in primary care
(Your Name) has forwarded a page to you from BJGP Open
(Your Name) thought you would like to see this page from BJGP Open.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Citation Tools
Accepted Manuscript
Interaction patterns amongst risk factors for bladder cancer in adults with type 2 diabetes managed in primary care
Sarah Tsz Yui Yau, Eman Yee Man Leung, Chi Tim Hung, Martin Chi-Sang Wong, Ka Chun Chong, Albert Lee, Eng Kiong Yeoh
BJGP Open 22 August 2025; BJGPO.2025.0028. DOI: 10.3399/BJGPO.2025.0028

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Accepted Manuscript
Interaction patterns amongst risk factors for bladder cancer in adults with type 2 diabetes managed in primary care
Sarah Tsz Yui Yau, Eman Yee Man Leung, Chi Tim Hung, Martin Chi-Sang Wong, Ka Chun Chong, Albert Lee, Eng Kiong Yeoh
BJGP Open 22 August 2025; BJGPO.2025.0028. DOI: 10.3399/BJGPO.2025.0028
del.icio.us logo Facebook logo Mendeley logo Bluesky logo
  • Tweet Widget
  • LinkedIn logo LinkedIn
  • Mendeley logo Mendeley
  • Bluesky logo Bluesky

Jump to section

  • Top
  • Article
  • Figures & Data
  • Info
  • eLetters
  • PDF

Keywords

  • bladder cancer
  • Diabetes
  • primary health care
  • interaction
  • public health
  • survival analysis

More in this TOC Section

  • Violence and abuse towards staff by patients and the public in general practice since COVID-19: findings from an online survey
  • Association between overweight and obesity and the frequency of general practice consultations among children aged 2–17 years: a French retrospective cohort study
  • Testing a structured end-of-life care approach in Danish general practice settings: a cohort study
Show more Research

Related Articles

Cited By...

Intended for Healthcare Professionals

 
 

British Journal of General Practice

NAVIGATE

  • Home
  • Latest articles
  • Authors & reviewers
  • Accessibility statement

RCGP

  • British Journal of General Practice
  • BJGP for RCGP members
  • RCGP eLearning
  • InnovAiT Journal
  • Jobs and careers

MY ACCOUNT

  • RCGP members' login
  • Terms and conditions

NEWS AND UPDATES

  • About BJGP Open
  • Alerts
  • RSS feeds
  • Facebook
  • Twitter

AUTHORS & REVIEWERS

  • Submit an article
  • Writing for BJGP Open: research
  • Writing for BJGP Open: practice & policy
  • BJGP Open editorial process & policies
  • BJGP Open ethical guidelines
  • Peer review for BJGP Open

CUSTOMER SERVICES

  • Advertising
  • Open access licence

CONTRIBUTE

  • BJGP Life
  • eLetters
  • Feedback

CONTACT US

BJGP Open Journal Office
RCGP
30 Euston Square
London NW1 2FB
Tel: +44 (0)20 3188 7400
Email: bjgpopen@rcgp.org.uk

BJGP Open is an editorially-independent publication of the Royal College of General Practitioners

© 2026 BJGP Open

Online ISSN: 2398-3795