The xDAPT External Validation Study
xDAPT
External Validation of an Individualized Patient Centered Machine Learning Model for the Prediction of Ischemic and Bleeding Risk in Patients on Dual Antiplatelet Therapy After Percutaneous Coronary Intervention
1 other identifier
observational
30,000
1 country
1
Brief Summary
Dual antiplatelet therapy (DAPT) is routinely recommended after percutaneous coronary intervention (PCI) with drug-eluting stent (DES) implantation to prevent thrombotic complications. However, DAPT is also associated with an increased risk of bleeding, which may have a similar or even greater impact on prognosis compared to recurrent ischemic events. To balance these risks, individualized risk stratification at the time of PCI is crucial for determining the optimal DAPT composition and duration, aiming to reduce thrombotic risk while minimizing bleeding complications. For this purpose, an artificial intelligence-based risk stratification tool (xDAPT, Abbott) was introduced and demonstrated strong clinical performance in its development study (ClinicalTrials.gov identifier: NCT06089304). This analysis aims to evaluate the performance of xDAPT in a real-world cohort of patients who underwent PCI over the past decade at a large urban center (Mount Sinai Hospital, New York).
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jan 2012
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
January 1, 2012
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2022
CompletedStudy Completion
Last participant's last visit for all outcomes
December 1, 2024
CompletedFirst Submitted
Initial submission to the registry
December 12, 2024
CompletedFirst Posted
Study publicly available on registry
December 17, 2024
CompletedMarch 24, 2025
March 1, 2025
11 years
December 12, 2024
March 19, 2025
Conditions
Outcome Measures
Primary Outcomes (1)
Number of Major Adverse Cardiovascular Events
Composite of all-cause death, myocardial infarction, stroke, or stent thrombosis
12 months after PCI procedure
Secondary Outcomes (1)
Number of Major Bleeding Events
12 months after PCI procedure
Study Arms (2)
Ischemic cohort
All patients sustaining an ischemic event (i.e., death, myocardial infarction, stroke, or stent thrombosis) after hospital discharge and within 1 year of PCI.
Bleeding cohort
All patients sustaining a major bleeding event (i.e., requiring a blood transfusion or a repeat hospitalization) after hospital discharge and within 1 year of PCI.
Interventions
Percutaneous coronary intervention (PCI) is a catheter-based technique performed under fluoroscopic guidance to treat coronary artery disease and restore blood flow to the myocardium. During PCI, coronary vessel patency is generally achieved with drug-eluting stents (DES), which are metallic scaffolds coated with a polymer that carry and gradually release an antiproliferative drug. In the present study, all participants underwent PCI with implantation of DES, and received a subsequent course of dual antiplatelet therapy (DAPT), as clinically indicated.
Eligibility Criteria
Patients with coronary artery disease undergoing percutaneous coronary intervention with drug-eluting stents implantation at Mount Sinai Hospital (New York, NY, US) from January, 2012 to December, 2022. A subgroup of this population has received PCI with the XIENCE everolimus-eluting DES (Abbott).
You may qualify if:
- Consecutive patients undergoing PCI with any DES implantation at Mount Sinai Hospital (New York, US) between January, 2012 and December, 2022.
- Age ≥18 years
- Ability to provide informed consent for the procedure and subsequent data collection
You may not qualify if:
- PCI with bare-metal stents (BMS) or balloon angioplasty only
- Cardiogenic shock or cardiac arrest as indication to PCI
- In-hospital mortality
- No available clinical follow-up
- Missing data from any of the variables included in the risk models
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Icahn School of Medicine at Mount Sinai
New York, New York, 10029, United States
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Roxana Mehran
Icahn School of Medicine at Mount Sinai
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Target Duration
- 12 Months
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
December 12, 2024
First Posted
December 17, 2024
Study Start
January 1, 2012
Primary Completion
December 31, 2022
Study Completion
December 1, 2024
Last Updated
March 24, 2025
Record last verified: 2025-03
Data Sharing
- IPD Sharing
- Will not share