ArticleJournal of the American Heart Association2024
Frailty and Metabolic Vulnerability in Heart Failure: A Community Cohort Study.
Article in Journal of the American Heart Association, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 7 citations in OpenAlex.
- MetaboHealth and Metabolic Vulnerability Index as Risk Factors for Cardio-Renal-Metabolic Multimorbidity: A Large-Scale Prospective Cohort Study.Diabetes, obesity & metabolism · 2026Article
- The Application of Metabolomics in Frailty: Trends, Challenges, and Future Directions.Metabolites · 2026Review
- Metabolic Vulnerability Index and Risk of Total Mortality: Findings From the Multi-Ethnic Study of Atherosclerosis.Circulation. Population health and outcomes · 2026Article
- Metabolic Vulnerability Index and Atherosclerosis Incident: A Prospective Cohort Study From the UK Biobank.Journal of the American Heart Association · 2025Article
- The impact of dietary interventions on cardiometabolic health.Cardiovascular diabetology · 2025Review
- Cross-sectional evaluation of the metabolic vulnerability index in heart failure populations.BMC cardiovascular disorders · 2025Article
- The Impact of Frailty on Patients With AF and HFrEF Undergoing Catheter Ablation: A Nationwide Population Study.JACC. Advances · 2024Article
- Inflammation and nutritional status in relation to mortality risk from cardio-cerebrovascular events: evidence from NHANES.Frontiers in nutrition · 2024Article
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Authors and funding
13 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundFrailty is common in heart failure (HF) and is associated with death but not routinely captured clinically. Frailty is linked with inflammation and malnutrition, which can be assessed by a novel plasma multimarker score: the metabolic vulnerability index (MVX). We sought to evaluate the associations between frailty and MVX and their prognostic impact. METHODS AND
resultsIn an HF community cohort (2003-2012), we measured frailty as a proportion of deficits present out of 32 physical limitations and comorbidities, MVX by nuclear magnetic resonance spectroscopy, and collected extensive longitudinal clinical data. Patients were categorized by frailty score (≤0.14, >0.14 and ≤0.27, >0.27) and MVX score (≤50, >50 and ≤60, >60 and ≤70, >70). Cox models estimated associations of frailty and MVX with death, adjusted for Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) score and NT-proBNP (N-terminal pro-B-type natriuretic peptide). Uno's C-statistic measured the incremental value of MVX beyond frailty and clinical factors. Weibull's accelerated failure time regression assessed whether MVX mediated the association between frailty and death. We studied 985 patients (median age, 77; 48% women). Frailty and MVX were weakly correlated (Spearman's ρ=0.21). The highest frailty group experienced an increased rate of death, independent of MVX, MAGGIC score, and NT-proBNP (hazard ratio, 3.3 [95% CI, 2.5-4.2]). Frailty improved Uno's c-statistic beyond MAGGIC score and NT-proBNP (0.69-0.73). MVX only mediated 3.3% and 4.5% of the association between high and medium frailty groups and death, respectively.
conclusionsIn this HF cohort, frailty and MVX are weakly correlated. Both independently contribute to stratifying the risk of death, suggesting that they capture distinct domains of vulnerability in HF.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.