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Machine Learning Approach Based on Echocardiographic Data to Improve Prediction of Cardiovascular Events in Hypertrophic Cardiomyopathy

Phénogroupage basé Sur l'Apprentissage Automatique Dans la Cardiomyopathie Hypertrophique Pour Identifier Les Facteurs prédictifs de la Fibrose Myocardique et Les événements Cardiovasculaires

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT06256913
Acronym
2022PI172
Enrollment
870
Registered
2024-02-13
Start date
2023-05-06
Completion date
2024-05-06
Last updated
2024-02-13

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Hypertrophic Cardiomyopathy

Brief summary

Hypertrophic cardiomyopathy is a pathology with a highly variable course, ranging from patients who are asymptomatic throughout their lives to those who experience sudden death and/or terminal heart failure. The main objective is to develop and validate an algorithm (constructed through supervised learning) using cardiac imaging data to predict the risk of cardiovascular events in sarcomeric hypertrophic cardiomyopathy.

Interventions

None listed

Sponsors

Pr. Nicolas GIRERD
Lead SponsorOTHER

Study design

Observational model
COHORT
Time perspective
RETROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No

Inclusion criteria

* Age \>18 * Patients with confirmed sarcomeric hypertrophic cardiomyopathy

Exclusion criteria

* Echocardiographic data not allowing deep analysis (technical default, bad echogenicity of the patient) * Other causes of left ventricular hypertrophy that may hamper the diagnosis (p.e. aortic or sub-aortic stenosis, severe renal insufficiency, hypertension). * History of ischemic heart disease or associated myocarditis * Opposition of the patient to the use of his/her data

Design outcomes

Primary

MeasureTime frameDescription
Onset of peripheral embolisms (stroke, TIA or acute limb ischemia) (composite)From date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Proportion of cardiovascular mortality, hospitalisation for cardiovascular event, worsening of NYHA stage, onset of ventricular arrhythmia, onset of supra ventricular arrhythmia, onset of peripheral embolisms (stroke, TIA or acute limb ischemia) (With outcome 1,2,3,4,5)
Cardiovascular mortality (composite)From date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Rates of cardiovascular mortality, hospitalisation for cardiovascular event, worsening of NYHA stage, onset of ventricular arrhythmia, onset of supra ventricular arrhythmia, onset of peripheral embolisms (stroke, TIA or acute limb ischemia) (With outcome 2,3,4,5,6)
Hospitalisation for cardiovascular event (composite)From date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Rates of cardiovascular mortality, hospitalization for cardiovascular event, worsening of NYHA stage, onset of ventricular arrhythmia, onset of supra ventricular arrhythmia, onset of peripheral embolisms (stroke, TIA or acute limb ischemia) (With outcome 1,3,4,5,6)
Worsening of NYHA stage (composite)From date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Proportion of cardiovascular mortality, hospitalisation for cardiovascular event, worsening of NYHA stage, onset of ventricular arrhythmia, onset of supra ventricular arrhythmia, onset of peripheral embolisms (stroke, TIA or acute limb ischemia) (With outcome 1,2,4,5,6)
Onset of ventricular arrhythmia (composite)From date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Proportion of cardiovascular mortality, hospitalisation for cardiovascular event, worsening of NYHA stage, onset of ventricular arrhythmia, onset of supra ventricular arrhythmia, onset of peripheral embolisms (stroke, TIA or acute limb ischemia) (With outcome 1, 2,3, 5,6)
Onset of supra ventricular arrhythmia (composite)From date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Proportion of cardiovascular mortality, hospitalisation for cardiovascular event, worsening of NYHA stage, onset of ventricular arrhythmia, onset of supra ventricular arrhythmia, onset of peripheral embolisms (stroke, TIA or acute limb ischemia) (With outcome 1, 2,3,4,6)

Secondary

MeasureTime frameDescription
Sudden death, recovered or not recoveredFrom date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Tachycardia and/or ventricular fibrillation during follow-up as well as sudden death, recovered or not recovered. (With outcome 7)
Cardiac decompensation requiring IV diuretics intakeFrom date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Composite endpoint: cardiac decompensation requiring IV diuretics intake (managed in conventional hospitalization, day hospitalization or in-home) and the occurrence of atrial fibrillation, atrial tachycardia or atrial flutter. (With outcome 10)
Occurrence of atrial fibrillation, atrial tachycardia or atrial flutterFrom date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Composite endpoint: cardiac decompensation requiring IV diuretics intake (managed in conventional hospitalization, day hospitalization or in-home) and the occurrence of atrial fibrillation, atrial tachycardia or atrial flutter. (With outcome 9)
Cardiac remodellingFrom date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Evaluated by measurement of left ventricular mass as well as the appearance of late enhancement on MRI.
Onset of tachycardia and or atrial fibrillationFrom date of start of follow-up until death or loss to follow-up (up to 12 years of FU)Tachycardia and/or ventricular fibrillation during follow-up as well as sudden death, recovered or not recovered. (With outcome 8)

Countries

France

Contacts

Primary ContactOlivier Huttin, MD, PhD
o.huttin@chru-nancy.fr+ 33 3 83 15 73 55

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026