Fatty liver index as a predictor of fatal and non-fatal cardiovascular events in Russians: analysis of an epidemiological cohort
https://doi.org/10.15829/1728-8800-2025-4589
EDN: YHBWZB
Abstract
Aim. To study the associations of a high fatty liver index (FLI ≥60) with the risk of death and nonfatal cardiovascular events in a Russian epidemiological cohort.
Material and methods. The analysis included data from ESSE-RF2 epidemiological study. FLI was calculated using the Bedogni G et al. equation (2006). A high FLI ≥60 was considered a predictor of liver steatosis. A total of 5381 individuals aged 25-64 years from 4 Russian regions (the Republic of Karelia, Krasnodar Krai, Omsk and Ryazan Oblasts) were included, of which 1672 had FLI ≥60. Fatal endpoints included all-cause (ACD) and cardiovascular death (CVD), while nonfatal endpoints included myocardial infarction (MI), cerebrovascular accident (CVA), heart failure progression (hospitalization), and revascularization. The composite endpoint (CE) included cardiovascular death or a non-fatal endpoint. Statistical analysis was performed using the R language and environment (version 4.2). The significance level for all tested hypotheses was p<0,05.
Results. Kaplan-Meier survival curve analysis showed that the group of patients with a FLI ≥60 had significantly worse survival outcomes compared to the group with an FLI <30, for both death (ACD, p<0,001 and CVD, p=0,004) and CE (p<0,001). In the Cox regression model adjusted for region (M1), FLI ≥60 was significantly associated with ACD (HR 2,61 [95% CI: 1,55-4,41], p=0,001), CVD (HR 4,28 [1,8-10,15], p=0,001), non-fatal CVA (HR 4,89 [1,86-12,84], p=0,001), and CE (HR 3,8 [2,26-6,38], p=0,001). In the model adjusted for region, sex, and age (M2), the association of a high FLI with CVA (p=0,036) and CE (p=0,004) persisted, while in M3 (M2 + lifestyle factors and lipid metabolism disorders) it was only associated with CE (HR 1,93 [1,06-3,51], p=0,031).
Conclusion. In the group of individuals with a FLI ≥60, survival rates were significantly lower than in the group with a FLI <30 for all studied outcomes (ACD, CVD, and CE). In a univariate Cox regression model adjusted for region, a high FLI was associated with non-fatal CVA, ACD, CVD, and CE. However, in a multivariable model (adjusted for region, age, sex, lifestyle factors, and lipid metabolism disorders), a significant association of FLI ≥60 remained only with CE.
Keywords
About the Authors
S. E. EvstifeevaRussian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
S. A. Shalnova
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
V. A. Kutsenko
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
А. V. Kapustina
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
G. A. Muromtseva
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
Yu. A. Balanova
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
A. E. Imaeva
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
N. S. Karamnova
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
M. B. Kotova
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
S. A. Maksimov
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
O. A. Litinskaya
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
M. S. Pokrovskaya
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
E. M. Filichkina
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
A. G. Soplenkova
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
L. I. Gomanova
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
O. B. Shvabskaya
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
Yu. Yu. Samokhina
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
I. A. Viktorova
Russian Federation
Lenina str., 12, Omsk, 644099
N. N. Prishchepa
Russian Federation
Sverdlova str., 20, Petrozavodsk, Republic of Karelia, 185035
A. N. Redko
Russian Federation
Mitrofan Sedin str., 4, Krasnodar, 350063
S. S. Yakushin
Russian Federation
Vysokovoltnaya str., 9, Ryazan, 390026
O. M. Drapkina
Russian Federation
Petroverigsky per., 10, bld. 3, Moscow, 101990
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What is already known about the subject?
- Non-alcoholic fatty liver disease (NAFLD) is a multidisciplinary problem and, according to studies, is associated with cardiovascular disease, type 2 diabetes, metabolic syndrome, and high non-liver-related mortality. Although some authors have shown associations of liver steatosis with cardiovascular disease and an increased mortality risk, the study results are contradictory.
What might this study add?
- For the first time, using a prospective design and multivariate analysis, the associations of a high fatty liver index (FLI ≥60) with the risk of death and non-fatal cardiovascular events were studied in a representative epidemiological sample of the Russian population aged 25-64 years.
- Cohort survival was shown to be inversely proportional to FLI level. After accounting for key risk factors (region, age, sex, lifestyle, and dyslipidemia), a high FLI was an independent predictor of the composite endpoint (fatal and nonfatal cardiovascular events) but was not independently associated with all-cause or cardiovascular mortality.
- The results suggest that the FLI can be considered a practical tool for risk stratification of cardiovascular events in working-age individuals, which is important for improving approaches to primary prevention.
- The findings indicate the need for longer-term follow-up of younger cohorts to determine the long-term contribution of hepatic steatosis to mortality.
Review
For citations:
Evstifeeva S.E., Shalnova S.A., Kutsenko V.A., Kapustina А.V., Muromtseva G.A., Balanova Yu.A., Imaeva A.E., Karamnova N.S., Kotova M.B., Maksimov S.A., Litinskaya O.A., Pokrovskaya M.S., Filichkina E.M., Soplenkova A.G., Gomanova L.I., Shvabskaya O.B., Samokhina Yu.Yu., Viktorova I.A., Prishchepa N.N., Redko A.N., Yakushin S.S., Drapkina O.M. Fatty liver index as a predictor of fatal and non-fatal cardiovascular events in Russians: analysis of an epidemiological cohort. Cardiovascular Therapy and Prevention. 2025;24(12):4589. (In Russ.) https://doi.org/10.15829/1728-8800-2025-4589. EDN: YHBWZB
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