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Enhancing Heart Failure Detection in the General Population Using the Steatosis-Associated Fibrosis Estimator
Wenrui Shi1,2, Yangbin Shi2, Jieun Park3
1Department of Cardiology, Fuwai Shenzhen Hospital, Chinese Academy of Medical Sciences, Shenzhen, Guangdong Province, China.
Clinical Cardiology
|April 20, 2026
Summary
The steatosis-associated fibrosis estimator (SAFE) shows a strong link to heart failure (HF) risk. This non-invasive marker may help improve the detection of heart failure in the general population.
Area of Science:
- Cardiovascular Disease Research
- Hepatology and Liver Disease
- Public Health and Epidemiology
Background:
- Non-alcoholic fatty liver disease (NAFLD) and liver fibrosis are linked to cardiovascular complications.
- Existing research suggests a connection between liver health and heart conditions.
Purpose of the Study:
- To investigate the association between the steatosis-associated fibrosis estimator (SAFE) and prevalent heart failure (HF).
- To evaluate SAFE's potential to improve HF detection in the general population.
Main Methods:
- Analysis of 33,566 participants from the National Health and Nutrition Examination Survey (2003-2018).
- Heart failure (HF) identification based on self-reported medical history.
- Statistical analysis including multivariable adjustment and smooth-curve modeling.
Main Results:
- A nearly linear association was observed between SAFE and HF risk.
- Each one-standard-deviation increase in SAFE correlated with a 58.0% rise in HF risk.
- SAFE incorporation slightly improved HF discrimination when added to standard cardiovascular risk factors.
Conclusions:
- A robust, nearly linear relationship exists between SAFE and prevalent HF.
- SAFE shows promise as a valuable indicator for enhancing HF detection in the general population.
- Further research may validate SAFE's role in cardiovascular risk assessment.
Keywords:
NHANESgeneral populationheart failurenon‐alcoholic fatty liver diseasesteatosis‐associated fibrosis estimatorMore Related Videos
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