Fatty Liver Index and Development of Cardiovascular Disease: Findings from the UK Biobank
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Updated: Aug 1, 2026

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Published on: March 11, 2017
Biyao Zou1,2, Yee Hui Yeo1,3, Ramsey Cheung1,4
1Division of Gastroenterology and Hepatology, Stanford University Medical Center, 750 Welch Road, Suite 210, Palo Alto, CA, 94304, USA.
Insights
The fatty liver index predicts nonalcoholic fatty liver disease (NAFLD) and cardiovascular disease (CVD) risk. Higher fatty liver index is linked to increased CVD incidence, informing prevention strategies.
Area of Science:
- Cardiology
- Hepatology
- Public Health
Background:
- Nonalcoholic fatty liver disease (NAFLD) is a growing health concern in the UK, contributing significantly to morbidity and mortality.
- Cardiovascular disease (CVD) is the primary cause of death among individuals with NAFLD.
Purpose of the Study:
- To examine the relationship between baseline cardiovascular risk factors and the fatty liver index.
- To investigate the association between the fatty liver index and the incidence of cardiovascular disease in a UK population.
Main Methods:
- A population-based retrospective cohort study was conducted using the UK Biobank database.
- Analysis involved assessing baseline cardiovascular risk factors and long-term CVD incidence in relation to the fatty liver index.
Main Results:
- The study cohort had a mean fatty liver index of 44.9, with 33.7% meeting NAFLD criteria.
- Fatty liver index showed significant associations with various baseline cardiovascular risk factors.
- A significant association was found between the fatty liver index and incident cardiovascular disease over a mean follow-up of 7.86 years, consistent across BMI and fatty liver index subgroups.
Conclusions:
- The fatty liver index serves as a predictor for both NAFLD diagnosis and the future development of cardiovascular disease.
- Findings support the use of the fatty liver index in cardiovascular disease management and prevention efforts.
- Clinicians should counsel patients with high fatty liver index on their elevated future cardiovascular disease risk.
Background:
Nonalcoholic fatty liver disease is common and is associated with rising morbidity and mortality in the UK. Cardiovascular disease is the main cause of death in people with nonalcoholic fatty liver disease.
Aims:
To determine the association between baseline cardiovascular risk factors with fatty liver index, and to investigate the association between fatty liver index and the incidence of cardiovascular disease in the UK.
Methods:
This study is a population-based retrospective cohort study using the UK Biobank database.
Results:
The mean fatty liver index in the study cohort was 44.9, and 33.7% met the criteria for nonalcoholic fatty liver disease. Fatty liver index was significantly associated with a wide range of cardiovascular risk factors at baseline. During a mean follow-up of 7.86 years, the combined incidence of cardiovascular disease was 6.92 per 1000-person years at risk. We found significant association between fatty liver index and incident cardiovascular disease in the fully adjusted model. We found significant association between fatty liver index and incident cardiovascular disease in subgroups stratified by BMI as well as subgroups with fatty liver index < 30, < 60, and ≥ 60.
Conclusions:
Fatty liver index not only predicts NAFLD diagnosis, but also indicates baseline and future development of cardiovascular disease on long-term follow-up across weight categories and fatty liver index spectrum. These findings can inform clinicians and other stakeholders on cardiovascular disease management and preventive efforts. Patients with high fatty liver index should be counseled on the increased future risk of developing cardiovascular disease.
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