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Updated: Oct 26, 2025

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Association of incremental pulse wave velocity with cardiometabolic risk factors
P M Nabeel1, Dinu S Chandran2, Prabhdeep Kaur3
1Healthcare Technology Innovation Centre, IIT Madras, Chennai, 600113, India. nabeel@htic.iitm.ac.in.
Insights
Incremental pulse wave velocity (ΔC) increases with cardiometabolic risk factors and age. Higher ΔC levels can predict multiple risk factors, suggesting its potential for early vascular dysfunction screening.
Area of Science:
- Cardiovascular Physiology
- Vascular Health
- Metabolic Syndrome Research
Background:
- Cardiometabolic risk factors are associated with vascular dysfunction.
- Incremental pulse wave velocity (ΔC) is a novel marker reflecting arterial stiffness changes over a cardiac cycle.
- Population-level data on ΔC and its association with cardiometabolic health is limited.
Purpose of the Study:
- To investigate the association between incremental pulse wave velocity (ΔC) and cardiometabolic risk factors in a general population.
- To report the largest population-level dataset on ΔC and cardiometabolic health to date.
- To evaluate the potential of ΔC as an early screening tool for vascular dysfunction.
Main Methods:
- Cross-sectional study of 1373 general population participants.
- Measurement of ΔC using validated ARTSENS devices.
- Statistical analysis to assess the relationship between ΔC, metabolic syndrome (MetS), number of risk factors, age, and blood pressure categories.
Main Results:
- Participants with MetS had significantly higher average ΔC (approx. 28.4%) compared to those without MetS.
- Average ΔC increased with the number of cardiometabolic risk factors (approx. 55% increase from 0 to 5 factors).
- A significant age-related increase in ΔC was observed, from younger to geriatric populations.
- ΔC ≥ 1.81 m/s predicted ≥ 3 cardiometabolic risks (AUC=0.615, OR=2.309, RR=1.703).
Conclusions:
- Incremental pulse wave velocity (ΔC) is significantly associated with cardiometabolic risk factors and increasing age.
- Elevated ΔC levels show potential as a predictive marker for multiple cardiometabolic risks.
- ΔC may serve as a valuable tool for early detection and screening of subclinical vascular dysfunction.
Abstract:
We investigate the association of incremental pulse wave velocity (ΔC; the change in pulse wave velocity over a cardiac cycle) with cardiometabolic risk factors and report the first and (currently) the largest population-level data. In a cross-sectional study performed in a cohort of 1373 general population participants, ΔC was measured using clinically validated ARTSENS devices. There were 455 participants in the metabolic syndrome (MetS) group whose average ΔC was ~ 28.4% higher than that of the non-metabolic syndrome (Non-MetS) group. Females with MetS showed ~ 10.9% elevated average ΔC compared to males of the Non-MetS group. As the number of risk factors increased from 0 to 5, the average ΔC escalated by ~ 55% (1.50 ± 0.52 m/s to 2.33 ± 0.91 m/s). A gradual increase in average ΔC was observed across each decade from the younger (ΔC = 1.53 ± 0.54 m/s) to geriatric (ΔC = 2.34 ± 0.59 m/s) populations. There was also a significant difference in ΔC among the blood pressure categories. Most importantly, ΔC ≥ 1.81 m/s predicted a constellation of ≥ 3 risks with AUC = 0.615, OR = 2.309, and RR = 1.703. All statistical trends remained significant, even after adjusting for covariates. The study provides initial evidence for the potential use of ΔC as a tool for the early detection and screening of vascular dysfunction, which opens up avenues for active clinical and epidemiological studies. Further investigations are encouraged to confirm and establish the causative mechanism for the reported associations.
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