Study Stopped
Due to slow recruitment and lack of research staff at Danderyd University Hospital.
Arterial Stiffness for Improved Prediction of Coronary Artery Disease by Coronary CT Angiography
Pulse Wave Velocity and Machine Learning for Prediction of Coronary Artery Disease by Coronary CT Angiography - The Heart Waves Study
1 other identifier
observational
156
1 country
1
Brief Summary
This study will evaluate the ability of device-estimated pulse wave velocity and machine learning methods to improve the prediction of potential symptomatic coronary artery disease
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Oct 2023
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
October 24, 2023
CompletedFirst Submitted
Initial submission to the registry
April 3, 2024
CompletedFirst Posted
Study publicly available on registry
December 16, 2024
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 1, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
July 1, 2025
CompletedApril 17, 2026
April 1, 2026
1.7 years
April 3, 2024
April 14, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Improved area under receiver operating curve (ROC) to predict CAD-RADS ≥3
Improved area under receiver operating curve (ROC) to predict CAD-RADS ≥3 when adding photoplethysmography (PPG) estimated arterial stiffness to the standard model (including age, sex, symtom score \[0-3\] and number of risk factors \[0-5\]). Coronary artery disease reporting and data system (CAD-RADS) ≥3 refers to the classification of coronary artery disease with at least moderate stenosis as identified on coronary computer tomography angiography. The classification follows the CAD-RADS 2.0 definition. Stenosis is graded in severity from 0-5.
Typically within 1 month of enrollment
Secondary Outcomes (9)
Improved area under receiver operating curve (ROC) to predict CAD-RADS ≥2
Typically within 1 month of enrollment
Improved area under receiver operating curve (ROC) to predict CAD-RADS ≥3 by Arterigraph
Typically within 1 month of enrollment
Improved area under receiver operating curve (ROC) to predict CAD-RADS ≥2 by Arterigraph
Typically within 1 month of enrollment
Improved area under receiver operating curve (ROC) to predict Coronary artery calcium score
Typically within 1 month of enrollment
Number of patients diagnosed with acute or chronic coronary artery disease
1 year after enrollment
- +4 more secondary outcomes
Interventions
Physiological data acquisition equipment
Use of standard equipment
Use of standard equipment for usual care
Eligibility Criteria
Patients undergoing coronary CTA to investigate potential symptomatic coronary artery disease
You may qualify if:
- Patients undergoing coronary computer tomography angiography to investigate stable suspected symptomatic coronary artery disease.
- Age 30 to \<70 years of age.
You may not qualify if:
- Known coronary artery disease (prior myocardial infarction, percutaneous coronary intervention, coronary artery bypass graft or any angiographic evidence of coronary artery disease ≥50% lesion in a major epicardial vessel).
- Known significant cardiac (\> moderate valvular disease, heart failure with reduced ejection fraction, hypertrophic cardiomyopathy, or congenital heart disease), or pulmonary condition which could explain symptoms.
- Known ongoing atrial fibrillation/flutter.
- No Swedish social security number.
- Unable to provide written informed consent.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Danderyd Hospitallead
- KTH Royal Institute of Technologycollaborator
Study Sites (1)
Danderyd University Hospital
Stockholm, Sweden
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Jonas Spaak, MD, PhD
Karolinska Institutet, Department of Clinical Sciences, Danderyd Hospital, Division of Cardiovascular Medicine, Stockholm, Sweden
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
April 3, 2024
First Posted
December 16, 2024
Study Start
October 24, 2023
Primary Completion
July 1, 2025
Study Completion
July 1, 2025
Last Updated
April 17, 2026
Record last verified: 2026-04