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Active, not recruitingNCT07695272RADIOMICS-OHCMUpdated Jul 10, 2026

Radiomics Analysis of CMR Imaging for Arrhythmic Risk Prediction in Hypertrophic Cardiomyopathy, With Longitudinal Risk Reassessment After Mavacamten Therapy in Obstructive Patients

An observational study in Hypertrophic Cardiomyopathy (HCM) and Cardiac Myosin Inhibitors, sponsored by Centro Cardiologico Monzino. Active, not recruiting at 1 site in Italy. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-07-10.

Sponsored by Centro Cardiologico Monzino · Observational

Study type
Observational
Model
Cohort
Time perspective
Prospective
Enrollment
2,000
Ages
18 Years and older
Sex
All
01

Study summary

Hypertrophic cardiomyopathy (HCM) is one of the leading causes of sudden cardiac death (SCD), particularly in young and middle-aged individuals. Current arrhythmic risk stratification mainly relies on clinical and imaging-based models, including the ESC HCM Risk-SCD score and guideline-recommended risk markers. However, these approaches show only moderate predictive accuracy at the individual level, highlighting the need for novel biomarkers able to improve risk prediction.

Cardiac magnetic resonance (CMR) plays a central role in phenotypic characterization and prognostic assessment of HCM, particularly through the evaluation of late gadolinium enhancement (LGE), a marker of myocardial fibrosis. Recent studies suggest that radiomic analysis of LGE images can identify quantitative features of myocardial scar heterogeneity that provide additional prognostic information beyond conventional fibrosis burden assessment. Radiomics applied to pre-contrast cine CMR sequences may also capture quantitative features related to myocardial shape, texture, and contractile dynamics, potentially associated with myocardial disarray, mechanical alterations, and electromechanical instability.

Integration of CMR radiomics with genetic data may allow a more comprehensive characterization of the arrhythmic substrate in HCM. In obstructive hypertrophic cardiomyopathy (oHCM), left ventricular outflow tract obstruction is a major determinant of symptoms and prognosis. Mavacamten, a selective cardiac myosin inhibitor, has been shown to significantly reduce LVOT gradient and improve symptoms and cardiac remodeling. However, it remains unknown whether CMR radiomics can detect phenotypic changes associated with mavacamten treatment and whether these changes may contribute to dynamic reassessment of arrhythmic risk.

Read the detailed description

This is a prospective, multicenter, non-profit observational study enrolling adult patients diagnosed with hypertrophic cardiomyopathy (HCM) who undergo cardiac magnetic resonance (CMR) imaging as part of routine clinical practice.

The study aims to evaluate the role of CMR radiomics in predicting arrhythmic risk in patients with HCM and to investigate phenotypic evolution in patients with obstructive hypertrophic cardiomyopathy (oHCM) treated with Mavacamten. Specifically, the study will assess whether radiomic features extracted from CMR imaging can improve the identification of patients at risk of malignant ventricular arrhythmic events and whether radiomic analysis can detect phenotypic modifications associated with mavacamten treatment that may contribute to longitudinal reassessment of arrhythmic risk.

Eligible participants will include adult patients with a diagnosis of hypertrophic cardiomyopathy, including both obstructive and non-obstructive forms, who undergo clinically indicated CMR examinations. In addition, the study will include a subgroup of patients with obstructive HCM initiating treatment with mavacamten, for whom both baseline CMR assessment and longitudinal follow-up CMR evaluation will be available.

Approximately 2,000 patients are expected to be enrolled in the study. Clinical data, standard CMR parameters, and radiomic features extracted from imaging sequences will be collected and analyzed in order to develop predictive models for arrhythmic risk stratification and to evaluate potential imaging biomarkers associated with disease progression and treatment-related phenotypic changes.

02

Conditions studied

  • Hypertrophic Cardiomyopathy (HCM)
  • Cardiac Myosin Inhibitors
03

In context

Cardiomyopathy, Hypertrophic

347 studies on the registry are indexed under Cardiomyopathy, Hypertrophic; 110 are open to participants now.

This study's enrollment of 2,000 is above the median of 259 across 168 observational studies indexed under Cardiomyopathy, Hypertrophic.

Browse Cardiomyopathy, Hypertrophic studies →

Lead sponsor

Centro Cardiologico Monzino is the lead sponsor of 69 studies on the registry; 24 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

Adult patients with a diagnosis of hypertrophic cardiomyopathy (HCM), including both obstructive and non-obstructive forms, undergoing clinically indicated cardiac magnetic resonance (CMR) imaging as part of routine clinical practice will be included in the study.

The study will also include a subgroup of patients with obstructive hypertrophic cardiomyopathy (oHCM) initiating treatment with mavacamten, for whom both baseline CMR assessment and follow-up CMR evaluation will be available.

Inclusion criteria

  • Age ≥ 18 years at the time of enrollment
  • Diagnosis of hypertrophic cardiomyopathy (HCM) according to current ESC guideline criteria, defined as left ventricular wall thickness unexplained solely by loading conditions
  • Availability of a clinically indicated cardiac magnetic resonance (CMR) examination performed according to standard protocols and of sufficient diagnostic quality for radiomic analysis
  • Written informed consent for participation in the study and for data processing, when required by applicable regulations and local center procedures

For the subgroup of patients with obstructive HCM treated with mavacamten only:

  • Initiation of mavacamten therapy according to clinical indication
  • Availability of baseline CMR and follow-up CMR performed at a later time point

Exclusion criteria

Exclusion Criteria:

  • Age \< 18 years
  • Absence of a diagnosis of hypertrophic cardiomyopathy according to current ESC guideline criteria
  • Presence of phenocopies of hypertrophic cardiomyopathy or other structural cardiac diseases that may interfere with phenotypic characterization of HCM, including but not limited to cardiac amyloidosis, Fabry disease, infiltrative or storage cardiomyopathies, and other forms of secondary left ventricular hypertrophy not consistent with HCM
  • Inadequate quality of cardiac magnetic resonance (CMR) images for radiomic analysis, including motion artifacts, low spatial resolution, incomplete acquisitions, or lack of technical adequacy of required sequences
  • Absence of required CMR sequences for the planned analyses (in particular cine and/or late gadolinium enhancement [LGE] sequences)
  • Inability to achieve reliable myocardial segmentation in relevant sequences due to technical or anatomical reasons
  • Prior septal reduction therapy (surgical myectomy or alcohol septal ablation), when such intervention substantially alters myocardial morphology and prevents meaningful comparison with native phenotype radiomic analysis
05

Study design

Observational model
Cohort
Time perspective
Prospective
Enrollment
2,000 participants (actual)
Patient registry
No

Groups and cohorts

  • Prospective Cohort

    Adult patients diagnosed with hypertrophic cardiomyopathy (HCM), including both obstructive and non-obstructive forms, undergoing clinically indicated cardiac magnetic resonance (CMR) imaging as part of routine clinical practice will be enrolled in the study. The study will also include a subgroup of patients with obstructive hypertrophic cardiomyopathy (oHCM) initiating treatment with mavacamten, for whom both baseline CMR assessment and longitudinal follow-up CMR evaluation will be available

06

What researchers measure

Primary outcomes

  1. Composite of malignant ventricular arrhythmic events

    * Sustained ventricular tachycardia * Ventricular fibrillation * Appropriate implantable cardioverter-defibrillator (ICD) therapy * Sudden cardiac death Events will be adjudicated based on clinical records, device interrogation data, and death certificates where available.

    Time frame: 60 months

Secondary outcomes

  1. Longitudinal changes in radiomic features in mavacamten-treated patients

    Time frame: 60 months

  2. Predictive performance of radiomic models

    Time frame: 60 months

  3. Incremental prognostic value over ESC and AHA/ACC models

    Time frame: 60 months

  4. Association between genotype and arrhythmic risk

    Time frame: 60 months

07

Study locations

1 site
  • Centro Cardiologico Monzino; IRCCS
    Milan, Milan 20133, Italy
08

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jul 10, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
09

Registry details

Key details

Study ID
NCT07695272
Lead sponsor
Centro Cardiologico Monzino
Collaborators
Azienda Ospedaliero-Universitaria Careggi, Azienda Sanitaria Universitaria Giuliano Isontina (ASU GI), Azienda Ospedaliera di Padova, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Fondazione C.N.R./Regione Toscana "G. Monasterio", Pisa, Italy
Responsible party
Sponsor
First posted
Jul 10, 2026
Start date
Jun 1, 2026
Primary completion
Jun 1, 2031 (estimated)
Completion
Jun 1, 2031 (estimated)
Last update
Jul 10, 2026

Study contacts

Gianluca Pontone, MD
principal investigator · Centro Cardiologico Monzino

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is active, not recruiting, as verified in Jun 2026. You cannot join it, but the record below documents what was studied.

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