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Updated: Jun 11, 2025

Pulse Wave Velocity Testing in the Baltimore Longitudinal Study of Aging
Published on: February 7, 2014
Reference equations for pulse wave velocity, augmentation index, amplitude of forward and backward wave in a European
Mohammad Azizzadeh1,2, Ahmad Karimi3,4, Robab Breyer-Kohansal3,5
1Ludwig Boltzmann Institute for Lung Health, Vienna, Austria. mohammad.azizzadeh@leadstudy.at.
Insights
This study established reference equations for four pulsatile hemodynamic markers in a large population. These equations standardize measurements, aiding in the interpretation of vascular aging and cardiovascular event risk.
Area of Science:
- Cardiovascular Physiology
- Biostatistics
- Population Health
Background:
- Pulsatile hemodynamics are crucial predictors of cardiovascular events.
- Standardized interpretation of these markers is needed for clinical application.
- Existing reference ranges may not adequately capture population-specific variations.
Purpose of the Study:
- To describe four pulsatile hemodynamic markers: carotid-femoral pulse wave velocity (cfPWV), augmentation index (AIx), forward wave amplitude (Pf), and backward wave amplitude (Pb).
- To develop sex- and age-specific reference equations for these markers using the Lambda-Mu-Sigma (LMS) method.
- To enable standardization and accurate interpretation of pulsatile hemodynamics for assessing vascular aging.
Main Methods:
- Utilized data from 6828 participants in the Austrian LEAD cohort study, excluding individuals with cardiovascular disease or relevant comorbidities.
- Measured cfPWV, AIx, Pf, and Pb across different age categories and sexes.
- Applied the LMS method to create sex- and age-specific reference equations for the hemodynamic parameters.
Main Results:
- All four pulsatile hemodynamic parameters (cfPWV, AIx, Pf, Pb) demonstrated an increase with age.
- Significant sex differences were observed: cfPWV and Pf were higher in males, while AIx was higher in females across all ages.
- Pb was higher in females than males in individuals over 40 years old.
- Developed reference equations and an online tool for calculating sex- and age-standardized z-scores.
Conclusions:
- The derived reference equations provide a robust tool for standardizing pulsatile hemodynamic measurements in a large population.
- These standardized values facilitate accurate interpretation of vascular aging and cardiovascular risk assessment.
- The findings highlight the importance of considering sex and age in the evaluation of pulsatile hemodynamics.
Abstract:
Pulsatile hemodynamics have been shown to be independent predictors of cardiovascular events. The aim of the current study was to describe four pulsatile hemodynamic markers in a large, well-established, population-based cohort and to provide reference equations for sex- and age-based standardization of these measurements. 6828 adult participants from the Austrian LEAD (Lung, hEart, sociAl, boDy) cohort study, who were free from overt cardiovascular disease, non-diabetic based on blood test results, and had no history of pharmacological treatment for hypertension, dyslipidemia, and diabetes, comprised the "reference population". Carotid-femoral pulse wave velocity (cfPWV), augmentation index (AIx), amplitude of forward wave (Pf), and backward wave (Pb) were described in different age categories for both sexes. Sex-specific reference equations for cfPWV, AIx, Pf, and Pb with age as the predictive variable were created using the Lambda-Mu-Sigma (LMS) method. All four parameters increased with age. CfPWV and Pf were higher in males than females, especially in young and middle-age groups (P < 0.001). AIx was higher in females than males in all age categories (P < 0.001). Pb was also higher in females than males in age groups older than 40 years (P < 0.01). Reference equations for the skewness (Lambda), median (Mu), and coefficient of variation (Sigma) values were determined, enabling the calculation of sex- and age-standardized values (z-scores) for each individual's pulsatile hemodynamic measurement, and an online application was developed. Reference equations derived from a large population-based dataset constitute a suitable tool for the standardization of pulsatile hemodynamics and for the accurate interpretation of vascular aging.
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