ArticleFrontiers in cardiovascular medicine2024
Association between fatty liver index and cardiometabolic multimorbidity: evidence from the cross-sectional national health and nutrition examination survey.
Article in Frontiers in cardiovascular medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Metabolic dysfunction associated steatotic liver disease, cardiometabolic multimorbidity and mortality: evidence from the UK biobank.Clinical research in cardiology : official journal of the German Cardiac Society · 2026Article
- Article
- Association between cardiometabolic index and liver function parameters: Analysis of NHANES 2007 to 2018.Medicine · 2026Article
- Association of air pollution and depressive symptoms with cardiometabolic Multimorbidity in middle-aged and older adults: an analysis based on the China health and retirement longitudinal study (CHARLS).Acta diabetologica · 2026Article
- Article
- Estimated glucose disposal rate and the dynamic transitions of cardiometabolic multimorbidity and all-cause mortality in prediabetes: a multistate trajectory analysis.Lipids in health and disease · 2025Article
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Authors and funding
8 authors.
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Abstract
Background: Metabolic dysfunction associated steatotic liver disease (MASLD) contributes to the cardiometabolic diseases through multiple mechanisms. Fatty liver index (FLI) has been formulated as a non-invasive, convenient, and cost-effective approach to estimate the degree of MASLD. The current study aims to evaluate the correlation between FLI and the prevalent cardiometabolic multimorbidity (CMM), and to assess the usefulness of FLI to improve the detection of the prevalent CMM in the general population. Methods: 26,269 subjects were enrolled from the National Health and Nutrition Examination Survey 1999-2018. FLI was formulated based on triglycerides, body mass index, γ -glutamyltransferase, and waist circumference. CMM was defined as a history of 2 or more of diabetes mellitus, stroke, myocardial infarction. Results: The prevalence of CMM was 10.84%. With adjustment of demographic, anthropometric, laboratory, and medical history covariates, each standard deviation of FLI leaded to a 58.8% risk increase for the prevalent CMM. The fourth quartile of FLI had a 2.424 times risk for the prevalent CMM than the first quartile, and a trend towards higher risk was observed. Smooth curve fitting showed that the risk for prevalent CMM increased proportionally along with the elevation of FLI. Subgroup analysis demonstrated that the correlation was robust in several conventional subpopulations. Receiver-operating characteristic curve analysis revealed an incremental value of FLI for detecting prevalent CMM when adding it to conventional cardiometabolic risk factors (Area under the curve: 0.920 vs. 0.983, Conclusion: Our study demonstrated a positive, linear, and robust correlation between FLI and the prevalent CMM, and our findings implicate the potential usefulness of FLI to improve the detection of prevalent CMM in the general population.
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