Proteomics profiling reveals a distinct high-risk molecular subtype of hypertrophic cardiomyopathy

Lusha W Liang1, Yoshihiko Raita2, Kohei Hasegawa2

  • 1Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York City, New York, USA.

Insights

Researchers identified four molecular subtypes of hypertrophic cardiomyopathy (HCM) using proteomics. One subtype (D) showed a significantly higher risk of major adverse cardiovascular events (MACE), linked to specific molecular pathways.

Area of Science:

  • Cardiology
  • Proteomics
  • Genomics

Background:

  • Hypertrophic cardiomyopathy (HCM) is a complex genetic heart disease with varied clinical presentations.
  • Current risk stratification models for HCM rely on clinical data and have limited predictive accuracy for major adverse cardiovascular events (MACE).
  • Understanding the molecular underpinnings of HCM is crucial for identifying distinct disease subtypes and improving patient outcomes.

Purpose of the Study:

  • To identify molecular subtypes of hypertrophic cardiomyopathy (HCM) using plasma proteomics.
  • To investigate the longitudinal associations between these molecular subtypes and the risk of MACE.
  • To elucidate the underlying pathobiological mechanisms of distinct HCM molecular subtypes.

Main Methods:

  • Unsupervised machine learning applied to plasma proteomics data from 258 HCM patients.
  • Prospective follow-up for a median of 2.8 years to track MACE (composite of arrhythmia, heart failure, stroke, sudden cardiac death).
  • Time-to-event analysis and pathway analysis to identify differences and biological mechanisms among subtypes.

Main Results:

  • Four distinct molecular subtypes of HCM were identified.
  • Significant differences in MACE-free survival were observed among the subtypes (p=0.007).
  • Molecular subtype D exhibited a 3.41-fold increased risk of MACE compared to the lowest-risk subtype (p=0.003), associated with upregulated Ras/MAPK, inflammation, and fibrosis pathways.

Conclusions:

  • Plasma proteomics can delineate molecular subtypes of hypertrophic cardiomyopathy (HCM).
  • Distinct molecular subtypes of HCM are associated with differential risks of major adverse cardiovascular events (MACE).
  • Identification of a high-risk HCM subtype linked to specific molecular pathways provides insights into disease mechanisms and potential therapeutic targets.
Abstract

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