Related Experiment Video
Updated: Dec 30, 2025

Author Spotlight: Assessing the Cardiovascular Profile of Patients with Metabolic Syndrome
Published on: September 27, 2024
Electrocardiogram-Based R Wave Pulse Wave Index for Assessment of Carotid Atherosclerosis
XiangHui Zeng1, HengQing Zhu1, WeiBin Liu1
1Department of Cardiology, Ganzhou Municipal Hospital, Ganzhou, Jiangxi, China (mainland).
Insights
The electrocardiogram (ECG)-based R wave pulse wave index (ERWVI) is a valuable tool for diagnosing carotid atherosclerosis (CA). An ERWVI of 0.505 or higher indicates a significantly increased risk of CA.
Area of Science:
- Cardiology
- Vascular Medicine
- Diagnostic Imaging
Background:
- Carotid atherosclerosis (CA) is a prevalent condition in older adults, strongly linked to cardiovascular and cerebrovascular diseases.
- Early and accurate diagnosis of CA is crucial for timely intervention and prevention of serious health events.
Purpose of the Study:
- To evaluate the utility of the electrocardiogram (ECG)-based R wave pulse wave index (ERWVI) in diagnosing carotid atherosclerosis (CA).
- To establish ERWVI as a potential independent risk factor and diagnostic marker for CA.
Main Methods:
- Patients were categorized into CA-positive and CA-negative groups based on color Doppler ultrasound.
- The ECG R wave-Pulse wave transit time (ERWPTT) was measured by simultaneously recording ECG R waves and finger pulse oxygen variations.
- Statistical analyses, including correlation, logistic regression, and ROC curve analysis, were performed.
Main Results:
- ERWVI demonstrated significant positive correlations with various risk factors including age, BMI, blood pressure, glucose, lipids, and non-alcoholic fatty liver disease (NAFLD).
- Higher ERWVI values were associated with a significantly increased incidence of CA.
- ERWVI was identified as an independent risk factor for atherosclerosis.
Conclusions:
- A strong association exists between ERWVI and the presence of carotid atherosclerosis.
- ERWVI serves as an independent risk factor for CA.
- An ERWVI threshold of ≥0.505 is proposed as a diagnostic marker for CA.
Abstract:
BACKGROUND Carotid atherosclerosis (CA) is a common disease in middle-aged and elderly people, which is closely related to cardiovascular and cerebrovascular disease. In this study, we investigated the benefits of the electrocardiogram (ECG)-based R wave pulse wave index (ERWVI) for the diagnosis of CA. MATERIAL AND METHODS According to CA examinations by color Doppler ultrasound, patients were assigned to positive and negative groups. The ECG R wave-Pulse wave transit time (ERWPTT) was obtained by synchronously collecting ECG signals (R wave in ECG) and the time variations in maximum finger pulse oxygen (DOP) on the ECG monitor. RESULTS ERPWI was positively correlated with sex, age, BMI, diastolic/systolic blood pressure, fasting blood glucose, uric acid, cholesterol and triglyceride levels, LDL-cholesterol, non-alcoholic fatty liver disease (NAFLD), creatinine, and homocysteine, and was negatively correlated with HDL-cholesterol (P<0.05). With the increase of ERPWI, the incidence of CA significantly increased to various degrees among the subgroups (P<0.05). The binary logistic regression model showed that ERPWI was an independent risk factor for atherosclerosis. The ROC curve showed that when ERPWI was above 0.505, the incidence of CA increased significantly. CONCLUSIONS There is a close relationship between ERPWI and CA. ERPWI is an independent risk factor for CA. ERPWI ≥0.505 can be used as a diagnostic threshold for CA and a reference index for the diagnosis of CA.
Related Concept Videos
Electrocardiogram
Three major waveforms are present in a typical ECG recording: the P wave, the QRS complex, and...
Pulse
The pulse serves as a clinical...
Assessment of apical radial pulse
The A-R pulse assessment involves simultaneous evaluation of the apical and radial pulses. When the apical and radial pulse rates vary, this assessment helps identify a pulse deficit.
Pre-Procedural Preparation
Pulse amplitude and quality
A weak or absent pulse may indicate reduced cardiac output or poor left ventricular contraction, which can be signs of cardiovascular dysfunction or...
Pulse Assessment Sites
Assessment of apical pulse
Assessing the apical pulse is a critical nursing procedure, particularly indicated for:

