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Updated: Jun 6, 2025

Pulse Wave Velocity Testing in the Baltimore Longitudinal Study of Aging
Published on: February 7, 2014
Beat-to-beat variability of aortic pulse wave velocity: implications for aortic stiffness measurements
Alessandro Giudici1,2, Andrea Grillo3, Filippo Scalise4
1Department of Biomedical Engineering, Cardiovascular Research Institute Maastricht (CARIM).
Insights
Beat-to-beat variability in aortic pulse wave velocity (aPWV) is manageable. Averaging at least ten heartbeats reduces variability, ensuring reliable aPWV measurements for cardiovascular risk assessment.
Area of Science:
- Cardiovascular Physiology
- Biomedical Engineering
- Clinical Measurement
Background:
- Aortic pulse wave velocity (aPWV) is a key predictor of cardiovascular risk and a standard for evaluating aortic stiffness.
- Invasive aPWV measurement is the reference standard for validating noninvasive devices.
- Beat-to-beat variability in aPWV arises from hemodynamic fluctuations and data processing challenges.
Purpose of the Study:
- To quantify the beat-to-beat variability of invasive aPWV.
- To assess the impact of different acquisition protocols and data processing methods on aPWV variability.
- To determine the implications of this variability for using aPWV in clinical studies and device validation.
Main Methods:
- Invasive pressure data were collected from 84 patients using simultaneous ascending aorta and iliac catheter acquisitions.
- Sequential acquisition protocols were compared to simultaneous ones to evaluate variability.
- Three distinct pressure waveform foot identification methods were analyzed to assess processing effects.
- The impact of averaging consecutive heartbeats on aPWV variability was estimated.
Main Results:
- Simultaneously acquired invasive aPWV exhibited a 5% beat-to-beat standard deviation (SD).
- Sequential acquisition protocols increased aPWV variability compared to simultaneous acquisition.
- Averaging 10 consecutive heartbeats significantly reduced variability, yielding comparable results (2-3% SD) for both acquisition methods.
Conclusions:
- The intrinsic beat-to-beat variability of aPWV is clinically manageable.
- Averaging aPWV measurements over at least ten heartbeats ensures reliable and consistent results.
- This finding supports the robust use of aPWV in both clinical applications and device validation studies.
Objectives:
Aortic pulse wave velocity (aPWV) predicts cardiovascular risk. Being the reference method for aortic stiffness evaluation, invasive aPWV is also recommended for validation of noninvasive devices. Because of intrinsic haemodynamic variability and processing issues, aPWV shows beat-to-beat variability. We aimed to quantify this variability and evaluate its implications for the reliability and use of aPWV as reference in validation and clinical application studies.
Methods:
The study included n = 84 patients, in whom two datasets of invasive data were recorded: 1) simultaneous ascending aorta and iliac pressure acquisitions using a dual-tip intra-aortic catheter, and 2) an additional ascending aorta pressure acquisition. By combining the iliac and ascending aorta pressure recordings from the first and second acquisitions, respectively, we evaluated how a sequential acquisition protocol affects variability. We compared three pressure waveform foot identification methods to investigate the effect of data processing on variability. Furthermore, we estimated how averaging over nbeats consecutive heartbeats affects the standard deviation (SD) of such nbeats -averaged estimate of aPWV.
Results:
The simultaneously acquired invasive aPWV showed a 5% beat-to-beat SD (variability), with small but significant differences between foot identification methods. The sequential acquisition protocol doubled aPWV variability compared to simultaneous acquisition. However, because averaging had a much stronger effect on sequentially measured aPWV, the two acquisition protocols yielded comparable variabilities at nbeats = 10 (2% vs. 3%).
Conclusions:
Our study suggests that, independently from the acquisition protocol and data processing, the intrinsic beat-to-beat variability of aPWV becomes manageable when aPWV values of at least ten heartbeats are averaged.
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Prepare for the Procedure:
Measurement of Blood Pressure
Special considerations while measuring blood pressure
Monitoring Both Arms:
Monitoring BP in both arms during the initial assessment is advisable, as the systolic value may differ by five to ten mm Hg between arms. For subsequent BP assessments, use the arm with the higher reading.

