Multi-Omics-Based Novel Thrombosis and Bleeding Markers and Risk Model for CHD
Multi-Omics-Based Development of Novel Thrombosis and Bleeding Markers and Construction of a Risk Prediction Model in Coronary Heart Disease
Patients with coronary heart disease who take dual antiplatelet therapy face two serious risks: thrombosis and major bleeding. This study aims to develop better ways to predict these risks and guide personalized treatment.
The investigators will use a large, long-term follow-up study of Chinese patients with coronary heart disease. This research plans to discover new biomarkers related to clot and bleeding risk. The study will combine information from proteins, metabolites, sugars attached to proteins, genes, and medical images. Using machine learning methods, the investigators will identify the most important markers and test them in the patient group of this study.
The investigators will then build new risk prediction models that include these new markers together with traditional risk scores (such as GRACE, PARIS, and Precise-DAPT). This study will check whether these new models are better than existing ones at predicting who will develop clots or bleeding and at helping doctors decide on the best treatment for each patient.
The new aspects of this research are: (1) using advanced multi-omics technology to find novel markers specifically for Chinese patients; (2) combining clinical, biological, and imaging data to improve prediction accuracy; and (3) using machine learning to create more precise risk models.
The goal is to provide doctors with a more accurate tool to assess each patient's risk of clots and bleeding. This will help them choose the safest and most effective antiplatelet treatment, reduce serious complications, and improve patient care.
Study Overview
Status
Status
Conditions
Conditions
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Contacts and Locations
Study Contact
Study Contact
- Name: Xueyan Zhao, PhD
- Phone Number: +86 13683185878
- Email: zhao_xueyan@sina.com
Study Locations
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Beijing, China, 100037
- Recruiting
- Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College
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Contact:
- Xueyan Zhao, PhD
- Phone Number: +86 13683185878
- Email: zhao_xueyan@sina.com
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Henan
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Zhengzhou, Henan, China
- Recruiting
- Fuwai Central China Cardiovascular Hospital
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Contact:
- Chao Liu
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Liaoning
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Shenyang, Liaoning, China, 110016
- Recruiting
- General Hospital of Northern Theater Command of Chinese People's Liberation Army
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Contact:
- Yang Li, PhD
- Phone Number: +86 15309889820
- Email: liyang19830925@126.com
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Age ≥ 18 years.
- Hospitalized due to symptoms or objective evidence of coronary heart disease and planned for long-term antithrombotic therapy.
- Diagnosis of acute coronary syndrome or stable coronary heart disease undergoing percutaneous coronary intervention (PCI), with clinical stability meeting discharge criteria after treatment.
- For patients from the existing cohort: minimum 2 years of follow-up with complete clinical data and blood specimens available; approval for use of these data and specimens has been obtained, with a waiver of re-consent.
For newly enrolled patients: voluntary written informed consent provided by the patient or legal representative, agreement to provide blood samples, and acceptance of follow-up procedures.
Exclusion Criteria:
For patients from the existing cohort:
- Severe missing or erroneous baseline or clinical data that cannot be corrected by source verification.
- No available blood specimen, or specimen that does not meet testing requirements.
For newly enrolled patients:
- Presence of serious comorbid conditions with life expectancy ≤ 6 months.
- Conditions that significantly affect study compliance or the ability to complete follow-up.
- Contraindications to blood sampling.
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
|---|
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Retrospective Cohort
Approximately 10,154 patients with coronary heart disease selected from an established cohort of 18,701 patients based on inclusion/exclusion criteria.
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Prospective Cohort
At least 2,000 newly enrolled patients with coronary heart disease.
Participants will be followed prospectively for thrombotic and bleeding events.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Major Adverse Cardiovascular and Cerebrovascular Events (MACCE)
Time Frame: Up to 24 months after enrollment
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Composite of all-cause death, non-fatal myocardial infarction, ischemic stroke, and unplanned revascularization.
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Up to 24 months after enrollment
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Major Bleeding Events
Time Frame: Up to 24 months after enrollment
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Bleeding Academic Research Consortium (BARC) type 3 or type 5 bleeding.
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Up to 24 months after enrollment
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Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Time Frame |
|---|---|
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All-Cause Death
Time Frame: Up to 24 months after enrollment
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Up to 24 months after enrollment
|
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Myocardial Infarction
Time Frame: Up to 24 months after enrollment
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Up to 24 months after enrollment
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Stroke
Time Frame: Up to 24 months after enrollment
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Up to 24 months after enrollment
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Stent Thrombosis
Time Frame: Up to 24 months after enrollment
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Up to 24 months after enrollment
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Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 2025ZD0546401
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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