Multimodal phenotypic clustering predicts cardiac outcomes in Fabry disease

Elad Shemesh1,2,3, Paul Feigin4, Chong Yew Tan5

  • 1Population Health Research Institute, David Braley Cardiac, Vascular and Stroke Research Institute, Hamilton Health Sciences and McMaster University, Hamilton, Canada. shemeshe@mcmaster.ca.

Insights

A new model tracks Fabry disease cardiomyopathy progression using cardiac phenotypic clusters (CPC). Sex, mutation type, and late gadolinium enhancement (LGE) predict adverse cardiovascular outcomes in Fabry disease patients.

Area of Science:

  • Cardiology
  • Genetics
  • Rare Diseases

Background:

  • Fabry disease (FD) is a rare lysosomal storage disorder with significant cardiac involvement.
  • Long-term cardiac outcome prediction in FD remains challenging.
  • A comprehensive multi-modal framework is needed to track cardiac progression.

Purpose of the Study:

  • To develop and validate a multi-modal framework for characterizing cardiac involvement progression in Fabry disease.
  • To assess the predictive value of various cardiac assessment modalities for adverse cardiovascular outcomes.
  • To establish a clinical guide-map for Fabry disease cardiomyopathy progression.

Main Methods:

  • Integrated data from sex, genetics, clinical assessments, ECG, imaging (CMR), and biomarkers.
  • Defined four cardiac phenotypic clusters (CPC): ECG abnormalities, elevated biomarkers, left ventricular hypertrophy (LVH), and late gadolinium enhancement (LGE).
  • Tracked a composite outcome of cardiac hospitalization, device implantation, or death.

Main Results:

  • A progression map showed ECG changes and LVH precede biomarker elevation and LGE.
  • Mutation type and sex significantly impacted composite outcomes (HRs: 12.8 and 0.09, respectively).
  • Presence of LGE CPC strongly associated with increased risk of composite adverse outcomes.

Conclusions:

  • A "4 domain CPC" model offers a practical clinical tool for mapping Fabry disease cardiomyopathy progression.
  • The model highlights the roles of sex, mutation type, and CMR findings in cardiac trajectory.
  • This framework aids in prospective patient management and risk stratification.
Abstract

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