ArticleJournal of cachexia, sarcopenia and muscle2025
Association of Cumulative Exposure to Metabolic Score for Visceral Fat With the Risk of Cardiovascular Disease and All-Cause Mortality: A Prospective Cohort Study.
Article in Journal of cachexia, sarcopenia and muscle, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- Visceral fat score predicts diabetic kidney disease: analysis of 20 years of U.S. NHANES data.Renal failure · 2026Article
- Visceral adipose tissue and incident cardiovascular disease among individuals without diabetes: an analysis of 15 prospective cohorts from 7 countries in Latin America.Lancet regional health. Americas · 2026Article
- Predictive Performance of Seven Clinical Surrogates of Visceral Adipose Tissue for Cardiovascular Mortality: A Sub-Analysis of 102 385 Adults From the Mexico City Prospective Study.Diabetes, obesity & metabolism · 2026Article
- A CVD Classification Model for Individuals With Obesity: Multi-Ethnic Validation Based on Multiple Metabolic Indicators.Obesity (Silver Spring, Md.) · 2026Article
- Threshold effect of the METS-VF index on hyperuricemia in adults with hypertension: a cross-sectional study.BMC endocrine disorders · 2026Article
- Comparative Predictive Value of Three Visceral Adiposity Indices for Cardiovascular Disease: A 17.5-Year Korean Cohort Study.Diabetes, obesity & metabolism · 2026Article
- Cumulative visceral fat burden and progression to advanced cardiovascular kidney metabolic syndrome in Chinese middle-aged and older adults.Scientific reports · 2026Article
- Association between METS-VF and hypertension in U.S.: a cross-sectional analysis of NHANES data.Scientific reports · 2026Article
- Association between cumulative metabolic score for visceral fat and cardiovascular disease risk in cardiovascular-kidney-metabolic syndrome stage 0-3 patients: a prospective cohort analysis based on CHARLS database.BMC cardiovascular disorders · 2026Article
- Predictive performance of seven clinical surrogates of visceral adipose tissue for cardiovascular mortality: A sub-analysis of 102,385 adults from the Mexico City Prospective Study.medRxiv : the preprint server for health sciences · 2026Article
- Visceral fat metabolism score and cardiovascular-kidney-metabolic syndrome stages in all-cause and cause-specific mortality: insights from UK Biobank.Nutrition & metabolism · 2026Article
- Association between the Metabolic Score for Visceral Fat (METS-VF) and incident hypertension in middle-aged and older Chinese adults: a nationwide prospective cohort study.BMC public health · 2026Article
- Metabolic score for visceral fat profiles and incident cardiovascular disease in adults with CKM syndrome stages 0-3: a CHARLS longitudinal study.BMC cardiovascular disorders · 2026Article
- Association between multiple urinary metals and visceral obesity: a large cross-sectional study in South China.European journal of medical research · 2026Article
- Association between metabolic score for visceral fat and adverse outcomes in chronic obstructive pulmonary disease.BMJ open respiratory research · 2026Article
- Obesity-Related Insulin Resistance Indices and CKD Risk in Patients with Diabetes and Coronary Heart Disease: A Multicenter Cohort Analysis.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Article
- The metabolic score for visceral fat and risk of peripheral arterial disease in hypertension patients: a prospective cohort study.Frontiers in endocrinology · 2026Article
- The association between time-weighted cumulative life's essential 8 and aortic valve calcification.Frontiers in cardiovascular medicine · 2026Article
- Association of metabolic score for visceral fat with the prevalence, new-onset, and progression of aortic valve calcification: evidence from a prospective observational study and genetic analyses.Lipids in health and disease · 2025Observational
- Association of metabolic score for visceral fat with cardiovascular risk and total mortality in patients with type 2 diabetes: insights from ACCORD study.Diabetology & metabolic syndrome · 2025Article
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5 authors.
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Abstract
backgroundPrevious studies have demonstrated that metabolic score for visceral fat (METS-VF), a novel surrogate indicator assessing visceral fat, was associated with the risk of hypertension, diabetes mellitus, cardiovascular disease (CVD) and mortality, predicting the risks based on a single METS-VF measurement can increase limitations of the study. Few studies have investigated the association between cumulative exposure to METS-VF and risk of CVD and all-cause mortality. We aimed to examine the association of cumulative METS-VF with risk for CVD and all-cause mortality.
methodsAll participants in the study were from the Kailuan Study, which is a large, prospective cohort study, and began in 2006 years. Cumulative METS-VF was calculated by data from 2006 survey to 2010 survey and defined as the mean METS-VF for each pair of consecutive surveys multiplied by the time intervals between these two consecutive surveys. The optimal cut-off value for time-averaged cumulative METS-VF associated with CVD was determined using a survival-time method to calculate maximally selected rank statistics and was used to assess exposure of high METS-VF. A multivariate Cox proportional hazards regression model was used to assess the risk of CVD and all-cause mortality during 2010-2022 years (hazard ratio [HR] and 95% confidence interval [95% CI]).
resultsWe included 41 756 participants (mean age, [52.72 ± 11.64] years, 78.53% males and 21.47% females). All participants were divided into four groups: Q1 (reference group), Q2, Q3 and Q4 according to the quartiles of cumulative METS-VF, and exposure duration of high METS-VF was quantified as 0, 2, 4, and 6 years. During the median follow-up of 12.01 years, 4008 (9.60%) CVD events and 3944 all-cause mortality events occurred. After adjusting for potential covariates, compared to participants in Q1 group, the HRs of incident CVD and all-cause mortality were 1.55 (95% CI, 1.38-1.74) and 1.59 (95% CI, 1.40-1.81) for those in Q2 group, 2.13 (95% CI, 1.91-2.38) and 2.67 (95% CI 2.37-3.01) for those in Q3 group, 2.78 (95% CI, 2.49-3.17) and 4.90 (95% CI 4.36-5.50) for those in Q4 group. The HRs for CVD and all-cause mortality were increased with exposure duration of high METS-VF increasing. The result of ROC curve analysis showed that cumulative METS-VF had the highest predictive for CVD among 4 indexes including cumulative METS-VF, cumulative waist circumference, cumulative body mass index and cumulative WHtR.
conclusionsThe high cumulative METS-VF was associated with an increased risk of CVD and mortality, and this association was stronger as exposure to high METS-VF was prolonged, emphasizing the importance of striving to control the METS-VF.
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