Prognostic implications of troponin T variations in inherited cardiomyopathies using systems biology

Rameen Shakur1,2, Juan Pablo Ochoa3,4, Alan J Robinson5

  • 1The Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, 500 Main Street, Boston, Massachusetts, 02459, United States. rshakur@mit.edu.

NPJ Genomic Medicine
|June 15, 2021
PubMed

Insights

Genetic variations in cardiac troponin T impact patient outcomes in familial cardiomyopathy. Specific regions (90-130 and 131-179) are identified as high-risk hotspots for sudden cardiac death and heart failure, respectively.

Area of Science:

  • Cardiovascular Genetics
  • Systems Biology
  • Molecular Cardiology

Background:

  • Cardiac troponin T (TNNT) variations are crucial for prognostication in patients with familial cardiomyopathy and sudden cardiac death risk.
  • Disparities in patient outcomes necessitate advanced methods for risk stratification and management.
  • Understanding the impact of genetic variations on protein interactions is key to improving clinical prognosis.

Purpose of the Study:

  • To investigate the impact of cardiac troponin T variations on intermolecular interactions within the thin filament complex.
  • To develop and apply an unbiased systems biology model for analyzing the functional, structural, and physico-chemical consequences of these variations.
  • To integrate genomic and structural data with clinical outcomes for enhanced risk stratification in familial cardiomyopathy.

Main Methods:

  • Development of a novel, unbiased dynamic model to analyze genetic variations in troponins.
  • Integration of the dynamic model with clinical data from a systematic review of 106 articles on familial cardiomyopathy.
  • Analysis of 136 disease-causing variations across 981 clinical cases.
  • Survival analysis comparing high-risk (regions 90-129, 130-180) and low-risk (regions 1-89, 200-288) variation regions.

Main Results:

  • Identified distinct pathogenic hotspots for dilated and hypertrophic cardiomyopathies.
  • Cardiac troponin T variations in regions 90-129 and 130-179 were associated with worse survival, particularly concerning sudden cardiac death.
  • Region 90-130 emerged as a hotspot for sudden cardiac death, while region 131-179 was linked to heart failure death/transplantation outcomes, predominantly in dilated cardiomyopathy.
  • Survival analysis showed significant differences between high-risk and low-risk regions for both sudden cardiac death (p=0.011) and heart failure death/transplant (p=0.028).

Conclusions:

  • The study highlights specific regions of cardiac troponin T as critical determinants of clinical outcomes in familial cardiomyopathy.
  • The integrative approach combining genomic, structural, and clinical data provides a powerful framework for understanding genotype-phenotype correlations.
  • Findings have implications for refining clinical genomics methodologies and improving risk stratification strategies for patients at risk of sudden cardiac death and heart failure.

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