ArticleBMC public health2024
Superior predictive value of estimated pulse wave velocity for all-cause and cardiovascular disease mortality risk in U.S. general adults.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 1 of them a synthesis that pooled it.
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Who cites it
37 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association of estimated pulse wave velocity with cardiovascular disease outcomes and all-cause death-a systematic review and meta-analysis.Frontiers in cardiovascular medicine · 2025Pooled it
- Association of Estimated Pulse Wave Velocity with Chronic Kidney Disease Risk: A Machine Learning Analysis Based on NHANES and CHARLS.Healthcare (Basel, Switzerland) · 2026Article
- Association of physical activity with arterial stiffness: the mediating role of the visceral fat metabolism score.Archives of endocrinology and metabolism · 2026Article
- Associations of a nutrition-inflammation index and vascular aging with mortality in adults with diabetes or prediabetes and cardiovascular disease.BMC cardiovascular disorders · 2026Article
- Association between estimated pulse wave velocity and 28-day all-cause mortality in septic patients: a multicenter retrospective study.BMC infectious diseases · 2026Observational
- Associations of the uric acid-to-high-density lipoprotein cholesterol ratio with hypertension: a cross-sectional study from the China health and retirement longitudinal study.Scientific reports · 2026Article
- CHG index and ePWV jointly predict cardiovascular disease risk: findings from the CHARLS cohort.BMC cardiovascular disorders · 2026Article
- The association between modified cardiometabolic index and cardiovascular disease risk in adults with early cardiovascular-kidney-metabolic syndrome: a prospective cohort study.BMC cardiovascular disorders · 2026Article
- External Validation and Local Adaptation of Estimated Pulse Wave Velocity Models in a Brazilian Population.High blood pressure & cardiovascular prevention : the official journal of the Italian Society of Hypertension · 2026Article
- Association of estimated pulse wave velocity with risk of in-hospital mortality in patients with sepsis: a study based on Medical Information Mart for Intensive Care database.BMC infectious diseases · 2026Observational
- Development of an Oral Health Index and Its Association with Oral Health-Related Quality of Life and Cardiovascular Risks: A Cross-Sectional Study.International journal of environmental research and public health · 2026Observational
- Is recovery or exercise estimated pulse wave velocity superior to traditional resting measures in association with all-cause mortality among young and middle-aged adults? Evidence from the national health and nutrition examination survey.Journal of hypertension · 2026Article
- ENHO and EDN1 variants link adropin-endothelin-1 imbalance with early vascular aging in adults with and without type 2 diabetes.Frontiers in endocrinology · 2026Article
- Estimated pulse wave velocity and risk of new-onset heart failure in ICU patients with acute myocardial infarction: a multicenter cohort study.Frontiers in medicine · 2026Article
- Linear dose-response relationship between TyG-WC index and diastolic dysfunction: insights from restricted cubic spline and machine learning analysis.Frontiers in endocrinology · 2026Article
- Association of estimated pulse wave velocity with outcomes following drug-coated balloon therapy in elderly coronary artery disease patients.Frontiers in cardiovascular medicine · 2026Article
- Integrating Vascular Aging and Genetic Risk: The Combined Impact of Estimated Pulse Wave Velocity and Genetic Predisposition on Coronary Artery Disease.Journal of the American Heart Association · 2025Article
- Mediating role of arterial stiffness in the association between physical activity and cardiovascular disease risk: a prospective cohort study.Scientific reports · 2025Article
- The association between estimated pulse wave velocity and balance function in U.S. adults.Journal of human hypertension · 2025Article
- Arterial Stiffness in Cancer Survivors: The Prognostic Value of Estimated Pulse Wave Velocity in US Cancer Population From the National Health and Nutrition Examination Survey 2009 to 2018.Journal of the American Heart Association · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEstimated pulse wave velocity (ePWV) has been proposed as a potential approach to estimate carotid-femoral pulse wave velocity. However, the potential of ePWV in predicting all-cause mortality (ACM) and cardiovascular disease mortality (CVM) in the general population is unclear.
methodsWe conducted a prospective cohort study using the data of 33,930 adults (age ≥ 20 years) from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2014 until the end of December 2019. The study outcomes included ACM and CVM. Survey-weighted Cox proportional hazards models were used to assess hazard ratios (HRs) and 95% confidence intervals (CIs) to determine the association between ePWV and ACM and CVM. To further investigate whether ePWV was superior to traditional risk factors in predicting ACM and CVM, comparisons between ePWV and the Framingham Risk Score (FRS) and Pooled Cohort Equations (PCE) models were performed. Integrated Discriminant Improvement (IDI) and Net Reclassification Improvement (NRI) were employed to analyze differences in predictive ability between models.
resultsThe weighted mean age of the 33,930 adults included was 45.2 years, and 50.28% of all participants were men. In the fully adjusted Cox regression model, each 1 m/s increase in ePWV was associated with 50% and 49% increases in the risk of ACM (HR 1.50; 95% CI, 1.45-1.54) and CVM (HR 1.49; 95% CI, 1.41-1.57), respectively. After adjusting for FRS, each 1 m/s increase in ePWV was still associated with 29% (HR 1.29; 95% CI, 1.24-1.34) and 34% (HR 1.34; 95% CI, 1.23-1.45) increases in the risk of ACM and CVM, respectively. The area under the curve (AUC) predicted by ePWV for 10-year ACM and CVM were 0.822 and 0.835, respectively. Compared with the FRS model, the ePWV model improved the predictive value of ACM and CVM by 5.1% and 3.8%, respectively, with no further improvement in event classification. In comparison with the PCE model, the ePWV model's ability to predict 10-year ACM and CVM was improved by 5.1% and 3.5%, and event classification improvement was improved by 34.5% and 37.4%.
conclusionsIn the U.S. adults, ePWV is an independent risk factor for ACM and CVM and is independent of traditional risk factors. In the general population aged 20 to 85 years, ePWV has a robust predictive value for the risk of ACM and CVM, superior to the FRS and PCE models. The predictive power of ePWV likely originates from the traditional risk factors incorporated into its calculation, rather than from an indirect association with measured pulse wave velocity.
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