ArticlePloS one2016
Predictors of Increased Risk of Hepatocellular Carcinoma in Patients with Type 2 Diabetes.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 3 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed, 3 syntheses or guidelines pooled it, 20 citations in OpenAlex.
- The Association Between Serum Gamma-Glutamyl Transferase and Gastrointestinal Cancer Risk: A Systematic Review and Meta-Analysis.Cancer medicine · 2025Pooled it
- Comparison of models to predict incident chronic liver disease: a systematic review and external validation in Chinese adults.BMC medicine · 2024Pooled it
- Association between blood lipid levels and the risk of liver cancer: a systematic review and meta-analysis.Cancer causes & control : CCC · 2024Pooled it
- Comparison of Risk Factors, Their Interaction Patterns, and Scoring Systems for Liver Cancer Between Patients With and Those Without Diabetes: Retrospective Cohort Study Using Electronic Health Records and Tree-Structured Algorithms.JMIR medical informatics · 2025Article
- Scoring System for Predicting the Risk of Liver Cancer among Diabetes Patients: A Random Survival Forest-Guided Approach.Cancers · 2024Article
- A prospective study on the prevalence of at-risk MASH in patients with type 2 diabetes mellitus in the United States.Alimentary pharmacology & therapeutics · 2024Article
- Development and prognosis of hepatocellular carcinoma in patients with diabetes.Clinical and molecular hepatology · 2023Review
- Article
- Risk factors of hepatocellular carcinoma in type 2 diabetes patients: A two-centre study in a developing country.PloS one · 2021Article
- Surveillance for Hepatocellular Carcinoma in Patients with Non-Alcoholic Fatty Liver Disease: Universal or Selective?Cancers · 2020Review
- Chronic Viral Hepatitis Signifies the Association of Premixed Insulin Analogues with Liver Cancer Risks: A Nationwide Population-Based Study.International journal of environmental research and public health · 2019Article
- Alcohol and hepatocellular carcinoma.BMJ open gastroenterology · 2019Review
- A Different Perspective for Management of Diabetes Mellitus: Controlling Viral Liver Diseases.Journal of diabetes research · 2017Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Epidemiological data indicate that type 2 diabetes is associated with increased risk of hepatocellular carcinoma (HCC). However, risk stratification for HCC has not been fully elucidated in diabetic population. The aim of this study was to identify potential predictors of HCC in diabetic patients without chronic viral hepatitis. A cohort of 3,544 diabetic patients without chronic viral hepatitis or alcoholic cirrhosis was established and subjects were randomly allocated into a derivation and a validation set. A scoring system was developed by using potential predictors of increased risk of HCC from the Cox proportional hazards model. The performance of the scoring system was tested for validation by using receiver operating characteristics analysis. During median follow-up of 55 months, 36 cases of HCC developed (190 per 100,000 person-years). The 5- and 10-year cumulative incidences of HCC were 1.0%, and 2.2%, respectively. Multivariate Cox regression analysis showed that age > 65 years, low triglyceride levels and high gamma-glutamyl transferase levels were independently associated with an increased risk of HCC. DM-HCC risk score, a weighted sum of scores from these 3 parameters, predicted 10-year development of HCC with area under the receiver operating characteristics curve of 0.86, and discriminated different risk categories for HCC in the derivation and validation cohort. In conclusion, old age, low triglyceride level and high gamma-glutamyl transferase level may help to identify individuals at high risk of developing HCC in diabetic patients without chronic viral hepatitis or alcoholic cirrhosis.
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