Metabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver disease

Abstract Background Metabolic score for visceral fat (METS-VF) as an effective marker of visceral obesity has been correlated with non-alcoholic fatty liver disease (NAFLD). This study aims to explore the correlation between METS-VF and both all-cause mortality and cardiovascular disease (CVD)-relat...

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Published in:BMC Gastroenterology
Main Authors: Chunming Xie, Xianpei Chen, Jiakun Zhang, Xueqing Jiang, Jing Xu, Hao Lin
Format: Article
Language:English
Published: BMC 2025-04-01
Subjects:
Online Access:https://doi.org/10.1186/s12876-025-03833-y
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author Chunming Xie
Xianpei Chen
Jiakun Zhang
Xueqing Jiang
Jing Xu
Hao Lin
author_facet Chunming Xie
Xianpei Chen
Jiakun Zhang
Xueqing Jiang
Jing Xu
Hao Lin
author_sort Chunming Xie
collection DOAJ
container_title BMC Gastroenterology
description Abstract Background Metabolic score for visceral fat (METS-VF) as an effective marker of visceral obesity has been correlated with non-alcoholic fatty liver disease (NAFLD). This study aims to explore the correlation between METS-VF and both all-cause mortality and cardiovascular disease (CVD)-related mortality among individuals with NAFLD. Methods A cohort of 6,759 subjects diagnosed with NAFLD was selected from the NHANES during the period from 1999 to 2018. Within this cohort, the prognostic utility of METS-VF for predicting CVD-related and all-cause mortality was assessed. Results There was a total of 1254 all-cause deaths (18.6%) and 418 CVD-related deaths (6.2%) at a median follow-up for 9.3 years. Multivariate Cox regression analysis and restricted cubic splines analysis indicated that METS-VF can exhibit a positive non-linearly correlation with CVD mortality (HR: 4.15, 95% CI: 2.31–7.44, p < 0.001) and all-cause mortality (HR: 5.27, 95% CI: 3.75–7.42, p < 0.001), with an identified inflection point at 7.436. Subgroup analyses further revealed a stronger correlation between METS-VF and all-cause mortality among subjects without diabetes. Furthermore, the areas under the curve (AUC) for 1-, 3-, 5-, and 10-year survival rates were 0.756, 0.740, 0.747 and 0.746 for all-cause mortality, and 0.774, 0.751, 0.746 and 0.758 for CVD mortality, respectively, which performs better than the other obesity and IR related index. Conclusion Elevated METS-VF independently contributes to an increased risk of both all-cause and CVD mortality in individuals with NAFLD. Clinical trial number Not applicable.
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spelling doaj-art-e299a6bc210a47de8b550450d5ee07302025-08-20T02:17:13ZengBMCBMC Gastroenterology1471-230X2025-04-0125111210.1186/s12876-025-03833-yMetabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver diseaseChunming Xie0Xianpei Chen1Jiakun Zhang2Xueqing Jiang3Jing Xu4Hao Lin5Digestive Endoscopy Center, Pingyang Hospital of Wenzhou Medical UniversityDepartment of Gastroenterology, Pingyang Hospital of Wenzhou Medical UniversityDigestive Endoscopy Center, Pingyang Hospital of Wenzhou Medical UniversityDepartment of Gastroenterology, Pingyang Hospital of Wenzhou Medical UniversityDepartment of Endocrinology, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical UniversityDepartment of Gastroenterology, Pingyang Hospital of Wenzhou Medical UniversityAbstract Background Metabolic score for visceral fat (METS-VF) as an effective marker of visceral obesity has been correlated with non-alcoholic fatty liver disease (NAFLD). This study aims to explore the correlation between METS-VF and both all-cause mortality and cardiovascular disease (CVD)-related mortality among individuals with NAFLD. Methods A cohort of 6,759 subjects diagnosed with NAFLD was selected from the NHANES during the period from 1999 to 2018. Within this cohort, the prognostic utility of METS-VF for predicting CVD-related and all-cause mortality was assessed. Results There was a total of 1254 all-cause deaths (18.6%) and 418 CVD-related deaths (6.2%) at a median follow-up for 9.3 years. Multivariate Cox regression analysis and restricted cubic splines analysis indicated that METS-VF can exhibit a positive non-linearly correlation with CVD mortality (HR: 4.15, 95% CI: 2.31–7.44, p < 0.001) and all-cause mortality (HR: 5.27, 95% CI: 3.75–7.42, p < 0.001), with an identified inflection point at 7.436. Subgroup analyses further revealed a stronger correlation between METS-VF and all-cause mortality among subjects without diabetes. Furthermore, the areas under the curve (AUC) for 1-, 3-, 5-, and 10-year survival rates were 0.756, 0.740, 0.747 and 0.746 for all-cause mortality, and 0.774, 0.751, 0.746 and 0.758 for CVD mortality, respectively, which performs better than the other obesity and IR related index. Conclusion Elevated METS-VF independently contributes to an increased risk of both all-cause and CVD mortality in individuals with NAFLD. Clinical trial number Not applicable.https://doi.org/10.1186/s12876-025-03833-yVisceral obesityNAFLDInsulin resistanceObesityMETS-VF
spellingShingle Chunming Xie
Xianpei Chen
Jiakun Zhang
Xueqing Jiang
Jing Xu
Hao Lin
Metabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver disease
Visceral obesity
NAFLD
Insulin resistance
Obesity
METS-VF
title Metabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver disease
title_full Metabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver disease
title_fullStr Metabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver disease
title_full_unstemmed Metabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver disease
title_short Metabolic score for visceral fat is correlated with all-cause and cardiovascular mortality among individuals with non-alcoholic fatty liver disease
title_sort metabolic score for visceral fat is correlated with all cause and cardiovascular mortality among individuals with non alcoholic fatty liver disease
topic Visceral obesity
NAFLD
Insulin resistance
Obesity
METS-VF
url https://doi.org/10.1186/s12876-025-03833-y
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