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Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study
BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is common and is associated with cardiovascular (CV) disease and mortality. The Framingham steatosis index (FSI) was recently proposed as a diagnostic marker of NAFLD and was calculated from age, body mass index, triglyceride, aspartate aminotran...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10391153/ https://www.ncbi.nlm.nih.gov/pubmed/37534274 http://dx.doi.org/10.3389/fcvm.2023.1163052 |
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author | Cho, Yun Kyung Kim, Myungjin Kim, Ye-Jee Jung, Chang Hee Lee, Woo Je Park, Joong-Yeol |
author_facet | Cho, Yun Kyung Kim, Myungjin Kim, Ye-Jee Jung, Chang Hee Lee, Woo Je Park, Joong-Yeol |
author_sort | Cho, Yun Kyung |
collection | PubMed |
description | BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is common and is associated with cardiovascular (CV) disease and mortality. The Framingham steatosis index (FSI) was recently proposed as a diagnostic marker of NAFLD and was calculated from age, body mass index, triglyceride, aspartate aminotransferase, alanine aminotransferase, diabetes history, and hypertension status. We aimed to evaluate the predictive ability of FSI for CV risk using a large-scale population dataset from the Korean National Health Insurance Service–National Health Screening Cohort (NHIS–HEALS). METHODS: Among 514,866 individuals in the NHIS–HEALS, we excluded those who died, had a history of admission due to a CV event, and were heavy drinkers. The final study cohort comprised 283,427 participants. We employed both unadjusted and covariate-adjusted models in Cox proportional hazards regression analyses to determine the association between FSI and major adverse cardiovascular events (MACEs), CV events, and CV mortality. RESULTS: During a median follow-up of 5.9 years, we documented 9,674, 8,798, and 1,602 cases of MACEs, CV events, and CV mortality, respectively. The incidence of MACEs was 1.28%, 2.99%, 3.94%, and 4.82% in the first to fourth quartiles of FSI, respectively. The adjusted hazard ratios (95% confidence interval) for MACEs gradually and significantly increased with the FSI quartiles [1.302 (1.215–1.395) in Q2, 1.487 (1.390–1.590) in Q3, and 1.792 (1.680–1.911) in Q4], following an adjustment for conventional CV risk factors, including age, sex, smoking, drinking, physical activities, low-density lipoprotein cholesterol, estimated glomerular filtration rate, and waist circumference. Participants in the higher quartiles of FSI exhibited a noteworthy increase in the occurrence of CV event. However, upon adjusting for relevant risk factors, the association between FSI and CV mortality did not reach statistical significance. CONCLUSION: Our study suggests that the FSI, which is a surrogate marker of NAFLD, has a prognostic value for detecting individuals at higher risk of CV events. |
format | Online Article Text |
id | pubmed-10391153 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103911532023-08-02 Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study Cho, Yun Kyung Kim, Myungjin Kim, Ye-Jee Jung, Chang Hee Lee, Woo Je Park, Joong-Yeol Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is common and is associated with cardiovascular (CV) disease and mortality. The Framingham steatosis index (FSI) was recently proposed as a diagnostic marker of NAFLD and was calculated from age, body mass index, triglyceride, aspartate aminotransferase, alanine aminotransferase, diabetes history, and hypertension status. We aimed to evaluate the predictive ability of FSI for CV risk using a large-scale population dataset from the Korean National Health Insurance Service–National Health Screening Cohort (NHIS–HEALS). METHODS: Among 514,866 individuals in the NHIS–HEALS, we excluded those who died, had a history of admission due to a CV event, and were heavy drinkers. The final study cohort comprised 283,427 participants. We employed both unadjusted and covariate-adjusted models in Cox proportional hazards regression analyses to determine the association between FSI and major adverse cardiovascular events (MACEs), CV events, and CV mortality. RESULTS: During a median follow-up of 5.9 years, we documented 9,674, 8,798, and 1,602 cases of MACEs, CV events, and CV mortality, respectively. The incidence of MACEs was 1.28%, 2.99%, 3.94%, and 4.82% in the first to fourth quartiles of FSI, respectively. The adjusted hazard ratios (95% confidence interval) for MACEs gradually and significantly increased with the FSI quartiles [1.302 (1.215–1.395) in Q2, 1.487 (1.390–1.590) in Q3, and 1.792 (1.680–1.911) in Q4], following an adjustment for conventional CV risk factors, including age, sex, smoking, drinking, physical activities, low-density lipoprotein cholesterol, estimated glomerular filtration rate, and waist circumference. Participants in the higher quartiles of FSI exhibited a noteworthy increase in the occurrence of CV event. However, upon adjusting for relevant risk factors, the association between FSI and CV mortality did not reach statistical significance. CONCLUSION: Our study suggests that the FSI, which is a surrogate marker of NAFLD, has a prognostic value for detecting individuals at higher risk of CV events. Frontiers Media S.A. 2023-07-18 /pmc/articles/PMC10391153/ /pubmed/37534274 http://dx.doi.org/10.3389/fcvm.2023.1163052 Text en © 2023 Cho, Kim, Kim, Jung, Lee and Park. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (https://creativecommons.org/licenses/by/4.0/) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cardiovascular Medicine Cho, Yun Kyung Kim, Myungjin Kim, Ye-Jee Jung, Chang Hee Lee, Woo Je Park, Joong-Yeol Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study |
title | Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study |
title_full | Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study |
title_fullStr | Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study |
title_full_unstemmed | Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study |
title_short | Predictive value of the Framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study |
title_sort | predictive value of the framingham steatosis index for cardiovascular risk: a nationwide population-based cohort study |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10391153/ https://www.ncbi.nlm.nih.gov/pubmed/37534274 http://dx.doi.org/10.3389/fcvm.2023.1163052 |
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