Evidence map›Paper›PMID 41948649›Full record

ArticleHealth science reports2026

Interaction Patterns Among Risk Factors for Liver Cancer in Patients With Type 2 Diabetes in Primary Care: A Retrospective Cohort Study.

Sarah Tsz Yui Yau, Eman Yee Man Leung, Chi Tim Hung, Martin Chi Sang Wong, Ka Chun Chong, Albert Lee, Eng Kiong Yeoh

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Article in Health science reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Sarah Tsz Yui YauJC School of Public Health and Primary Care The Chinese University of Hong Kong Hong Kong China.ORCID https://orcid.org/0009-0000-7650-6583
Eman Yee Man LeungJC School of Public Health and Primary Care The Chinese University of Hong Kong Hong Kong China.ORCID https://orcid.org/0000-0002-8267-1785
Chi Tim HungJC School of Public Health and Primary Care The Chinese University of Hong Kong Hong Kong China.ORCID https://orcid.org/0000-0003-2103-8377
Martin Chi Sang WongJC School of Public Health and Primary Care The Chinese University of Hong Kong Hong Kong China.ORCID https://orcid.org/0000-0001-7706-9370
Ka Chun ChongJC School of Public Health and Primary Care The Chinese University of Hong Kong Hong Kong China.ORCID https://orcid.org/0000-0001-5610-1298
Albert LeeJC School of Public Health and Primary Care The Chinese University of Hong Kong Hong Kong China.ORCID https://orcid.org/0000-0002-5888-5660
Eng Kiong YeohJC School of Public Health and Primary Care The Chinese University of Hong Kong Hong Kong China.ORCID https://orcid.org/0000-0002-1721-9450

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: Liver cancer is concurrently influenced by a number of risk factors, such as chronic viral hepatitis, heavy alcohol use, and metabolic associated conditions. This study aims to examine whether there are interaction patterns among factors associated with liver cancer risk among patients with diabetes. Methods: In this retrospective cohort study, patients who received care for type 2 diabetes in general outpatient clinics between 2010 and 2019 were identified using electronic health records of Hong Kong. Patients were followed up until a cancer diagnosis, death, or December 31st, 2019. The interaction patterns among factors associated with liver cancer risk were examined using conditional inference survival tree. Results: A total of 1,995 and 1,969 patients with and without liver cancer were included. Chronic viral hepatitis status appeared as most dominant factor in differentiating the risk of liver cancer. In the absence of chronic viral hepatitis, low lipids and elevated ALT were identified as key risk factor in older females (> 63years) and males respectively. Differential thresholds across different age groups in males were found, with a higher threshold for the younger group (39 U/L for ≤ 53years vs 31 U/L for > 53years). Conclusion: Chronic viral hepatitis, sex, age, ALT, and lipids appear to exhibit interaction patterns on liver cancer incidence among patients with diabetes, providing potential targets for public health prevention strategies.

Indexed as

diabetesinteractionliver cancerpublic healthrisk factor

Identifiers

PMID41948649
PMCPMC13051990

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.