Clinical Cohorts for Validation of New Digital Biomarkers
MAESTRIA
Machine Learning and Artificial Intelligence for Early Detection of Stroke and Atrial Fibrillation. Clinical Cohorts for Validation of New Digital Biomarkers
1 other identifier
observational
600
1 country
1
Brief Summary
The MAESTRIA study is an international, multi-centre, non-interventional, observational registry. The main goal is to enrol a representative group of European patients diagnosed with Atrial Fibrillation (AF) to analyse clinical and relevant parameters (digitalised ECG, echocardiograms, cardiac CTs, MRIs and blood biomarkers) that could be used during clinical practise for the diagnosis of atrial cardiomyopathy. The AF patients will be distributed in 3 groups according to the different manifestation of AF: paroxysmal, persistent and permanent AF.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Mar 2023
Typical duration 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
March 2, 2023
CompletedFirst Submitted
Initial submission to the registry
March 20, 2023
CompletedFirst Posted
Study publicly available on registry
May 11, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 1, 2024
CompletedStudy Completion
Last participant's last visit for all outcomes
August 1, 2025
CompletedMay 11, 2023
May 1, 2023
1.4 years
March 20, 2023
May 3, 2023
Conditions
Outcome Measures
Primary Outcomes (21)
Physical examination
Weight (Kilograms-Kg) Height (centimeters-cm) Weight and height will be combined to calculate BMI in Kg/m\^2
12 months
Clinically relevant changes in CT/MRI
only if clinically indicated
12 months
Atrial Arrythmias (AA) burden and vascular stiffness (measured by a measuring bracelet)
AA burden and vascular stiffness measured by the measuring bracelet
12 months
Cognitive function test (MoCA)
evaluation of cognitive function (includes different tasks: visual/executive; naming; memory; attention; language; abstraction; delayed recall; orientation). Total score will be calculated and collected.
Baseline and Follow up at 12 months
EQ-5D-5L Quality of Life questionnaire
quality of life assessment (includes questions about mobility, self care, usual activities, pain/discomfort and anxiety/depression). The health state code will be collected (calculated as concatenation of 5 scores). Health score from vertical visual analogue scale (0-100) will be collected.
Baseline and Follow up at 12 months
Ischaemic events (systemic, myocardial and cerebral)
ischaemic events
12 months
Echo analysis (TEE_transesophageal echocardiography): LAA smoke available
collected as Yes/No
12 months
Echo analysis (TEE_transesophageal echocardiography): Flow velocity in LAA
measured in cm/sec
12 months
Echo analysis (TEE_transesophageal echocardiography): Antrum diameter
measured in mm
12 months
Echo analysis (TTE_transthoracic echocardiography): LVEF
Measured in %; Biplane Simpson Method
12 months
Echo analysis (TTE_transthoracic echocardiography): LA diameter
measured in mm LA volume (mL) Septum thickness (mm) Degree of mitral valve insufficiency (Grade I/trivial; Grade II/moderate; Grade III/moderate to severe; Grade IV/severe; None). Degree of tricuspid valve insufficiency (Grade I/trivial; Grade II/moderate; Grade III/moderate to severe; Grade IV/severe; None).
12 months
Echo analysis (TTE_transthoracic echocardiography): LA volume
measured in mL
12 months
Echo analysis (TTE_transthoracic echocardiography): Septum thickness
measured in mm Degree of mitral valve insufficiency (Grade I/trivial; Grade II/moderate; Grade III/moderate to severe; Grade IV/severe; None). Degree of tricuspid valve insufficiency (Grade I/trivial; Grade II/moderate; Grade III/moderate to severe; Grade IV/severe; None).
12 months
Echo analysis (TTE_transthoracic echocardiography): Degree of mitral valve insufficiency
Grade I/trivial; Grade II/moderate; Grade III/moderate to severe; Grade IV/severe; None
12 months
Echo analysis (TTE_transthoracic echocardiography): Degree of tricuspid valve insufficiency
Grade I/trivial; Grade II/moderate; Grade III/moderate to severe; Grade IV/severe; None
12 months
ECG analysis
Electrocardiogram analysis (paper and digital, if available). \- 12-lead body surface ECG will be collected. Variables to be collected in the eCRF: Heart Rhythm (Sinus rhythm; Atrial Fibrillation; Continuous pacing; Pacing and AF; other (specify as free text). Heart rate (beats/min) Heart axis (degrees) QRS interval (msec) PR interval (msec) P-wave duration (msec) QT-duration (msec) QTcF (msec) Other relevant ECG findings (to add as free text).
12 months
MRI analysis: LAEF
Left atrial ejection fractio measured in %
12 months
MRI analysis: LAVi
LAVi left atrial volume index measured in ml/m\^2
12 months
MRI analysis: LALRS
LALRS left atrial longitudinal reservoir strain measured in %
12 months
MRI analysis: LALBS
LALBS left atrial longitudinal booster strain measured in %
12 months
CT scan analysis
The cardiac CTs will be sent to the specialised core lab for analysis. The analysis will include: Atriomic risk of stroke (5 year event risk) Yes/No
12 months
Secondary Outcomes (4)
CT scan: Atriomic risk for AF
12 months
CT scan: Epicardial Adipose tissue volume
12 months
CT scan: Epicardial adipose tissue mean attenuation
12 months
CT scan: Left atrium volume
12 months
Study Arms (3)
Paroxysmal AF
200 patients
Persistent AF
200 patients
Permanent AF
200 patients
Eligibility Criteria
European prospective cohort of patients with diagnosed AF. Patients are distributed in 3 groups according to the different clinical manifestation of AF: 1. Patients with paroxysmal AF (clinically defined as AF episodes less than one week), or 2. Patients with persistent AF (clinically defined as AF episodes longer than one week), or 3. Patients with permanent AF (no documented sinus rhythm or possibility to restore sinus rhythm by any means)
You may qualify if:
- Patients with paroxysmal AF, persistent AF or permanent AF.
- Patients (or legally acceptable representative if applicable to country specific regulations) provide written informed consent to participate in the study. The patient has the option to give separate consent to donate extra volume of blood during the routine blood collection, that can be used for biomedical research.
- Patient is at least 18 years old.
- Patient must own a smartphone with Apple iOS version 14.5 (or higher) or with Android version 8.0 (or higher).
You may not qualify if:
- Any disease that limits life expectancy to less than 1 year.
- All persons unable to provide informed consent.
- All persons exempt from participation in a study or trial by law.
- Any medical or psychiatric condition which, in the investigator´s opinion, would preclude the participant from adhering to the protocol or completing the study per protocol.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
St Vincenz Hospital
Paderborn, 33098, Germany
Biospecimen
optional extra blood for MAESTRIA Biobank
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- STUDY DIRECTOR
Stéphan Hatem, Prof
ICAN Nutrition Education and Research
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Target Duration
- 12 Months
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
March 20, 2023
First Posted
May 11, 2023
Study Start
March 2, 2023
Primary Completion
August 1, 2024
Study Completion
August 1, 2025
Last Updated
May 11, 2023
Record last verified: 2023-05