Study on Treatment Decision-Making and Prognostic Follow-Up for Untreated Cerebral Cavernous Malformations
The goal of this observational study is to evaluate and predict the risk associated with cerebral cavernous malformations (CCMs) using advanced artificial intelligence and radiomics analysis technology. The study focuses on individuals who have been diagnosed with cerebral cavernous malformations (CCMs).
Main Questions to Answer:
How can AI-based radiomics features predict the risk of complications (such as bleeding or epilepsy) in individuals with CCMs? What are the most reliable imaging and clinical markers for assessing the prognosis of CCMs? Participants will be required to undergo regular medical imaging to gather traditional and radiomics imaging features.
Participants will provide clinical data, including past medical history and results of any laboratory tests.
Participants will be part of a three-year follow-up observation to monitor the progression or stability of CCMs.
Contribution of biological samples for advanced testing might also be requested.
This study aims to create an AI-based decision-making tool that will guide clinicians in the management of CCM, with the potential to significantly improve patient outcomes through personalized medical approaches.
Study Overview
Status
Status
Conditions
Conditions
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Contacts and Locations
Study Contact
Study Contact
- Name: shuo wang
- Phone Number: 13801180330
- Email: captain9858@126.com
Study Locations
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Beijing
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Beijing, Beijing, China
- Recruiting
- Capital Medical University Affiliated Beijing Tiantan Hospital
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Contact:
- JUN WU, MD
- Phone Number: +8613426322945
- Email: wujunslf@126.com
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Principal Investigator:
- Shuo Wang, MD
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Child
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Diagnosis of CCM based on brain MRI (T1, T2, SWI, and T2-Fluid-Attenuated Inversion Recovery).
- Patients who have not received invasive treatment (surgery, radiotherapy, or multimodal therapy) in the past.
- Patients undergoing surgery, or their legal guardians, agree to collect lesion tissue samples for related studies and sign a consent form for the collection of biological samples.
- Patients under conservative observation, or their legal guardians, agree to collect imaging data for related research and sign a consent form for the use of imaging data.
- Willingness to participate in long-term follow-up.
Exclusion Criteria:
- Patients with acute intracranial symptomatic hemorrhage requiring emergency surgery.
- Patients with other intracranial diseases, such as aneurysms, tumors, or other vascular malformations, excluding developmental venous anomalies (DVA).
- Patients with severe underlying diseases affecting their functional status and short-term life expectancy.
- Patients with severe psychiatric or psychological disorders.
- Incomplete clinical or imaging data.
Study Plan
How is the study designed?
Design Details
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Functional Outcome:mRS
Time Frame: 3 years
|
Last follow-up with a modified Rankin Scale (mRS) score greater than 2 persisting for at least one year
|
3 years
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Radiological Outcome:Bleeding
Time Frame: 3 years
|
Bleeding is defined as the presence of new hemorrhage identified on radiological imaging in patients.
|
3 years
|
|
Radiological Outcome:Increase in lesion volume
Time Frame: 3 years
|
An increase in lesion volume is defined as a 20% or more increase in the size of the lesion, as shown by follow-up imaging compared to previous measurements.
|
3 years
|
|
Syndrome Outcome:Drug-resistant epilepsy
Time Frame: 3 years
|
Epilepsy is considered drug-resistant when a person has failed to achieve sustained seizure freedom despite adequate trials of two appropriate and well-tolerated antiepileptic drug regimens, either as monotherapies or in combination.
|
3 years
|
|
Syndrome Outcome:Focal neurological deficits
Time Frame: 3 years
|
Focal neurological deficits can manifest as weakness, numbness, loss of coordination, or changes in sensation specific to the affected area, and are typically indicative of underlying neurological conditions or injuries.
|
3 years
|
|
All-cause mortality
Time Frame: 3 years
|
All-cause mortality refers to the proportion of deaths due to any cause within the follow-up period.
|
3 years
|
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
Additional Relevant MeSH Terms
- Cavernous Sinus Syndromes
- Brain Diseases
- Central Nervous System Diseases
- Nervous System Diseases
- Vascular Diseases
- Cardiovascular Diseases
- Neoplasms
- Neoplasms by Histologic Type
- Hematologic Diseases
- Congenital Abnormalities
- Cardiovascular Abnormalities
- Hemostatic Disorders
- Hemorrhagic Disorders
- Neoplasms, Vascular Tissue
- Nervous System Malformations
- Vascular Malformations
- Central Nervous System Vascular Malformations
- Hemangioma
- Hemangioma, Cavernous, Central Nervous System
- Hemangioma, Cavernous
Other Study ID Numbers
Other Study ID Numbers
- HX-B-2023058
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
product manufactured in and exported from the U.S.
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