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Harnessing molecular mechanism for precision medicine in dilated cardiomyopathy caused by a mutation in troponin T.

Lina GreenbergW Tom StumpZongtao LinAndrea L BredemeyerThomas BlackwellXian HanAkiva E GreenbergBenjamin A GarciaKory J LavineMichael J Greenberg
Published in: bioRxiv : the preprint server for biology (2024)
Dilated cardiomyopathy (DCM), a leading cause of heart failure, is characterized by the inability of the heart to perfuse the body at normal filling pressures. There are multiple causes of DCM, including point mutations in sarcomeric proteins, but most patients receive similar courses of treatment, regardless of the underlying cause of the DCM. Many patients remain unserved by current therapies, and there is a need for new approaches. Here, we use multiscale experimental and computational approaches to demonstrate how knowledge of molecular mechanism can be harnessed to accurately predict the effects of a patient-specific mutation and responses to presumptive therapeutics. Our approach lays the foundation for a precision medicine approach to DCM.
Keyphrases
  • heart failure
  • end stage renal disease
  • ejection fraction
  • newly diagnosed
  • chronic kidney disease
  • prognostic factors
  • healthcare
  • peritoneal dialysis
  • patient reported outcomes
  • machine learning
  • deep learning