Comprehensive Plasma Proteomic Profiling Reveals Differentially Regulated Signaling Pathways Underlying Left Ventricular Hypertrophy Between Hypertrophic Cardiomyopathy and Aortic Stenosis

J Cardiovasc Transl Res. 2025 Jun;18(3):650-659. doi: 10.1007/s12265-025-10618-x. Epub 2025 Apr 14.

Abstract

Hypertrophic cardiomyopathy (HCM) is the most common genetic myocardial disease, characterized by asymmetric left ventricular hypertrophy (LVH) due to sarcomeric mutations. Aortic stenosis (AS) results in concentric LVH, due to pressure overload. The aim of this study was to identify signaling pathways differentially regulated in HCM compared to AS, using plasma proteomic profiling. 76 HCM cases and 36 AS controls were matched by age and sex. A machine-learning (ML) model to predict HCM was built in the training set (70% cohort) and examined in the test set (30% cohort). Pathway analysis of proteins differentially expressed between HCM and AS was performed. The ML model accurately distinguished HCM from AS, with area under the receiver operating characteristic curve of 0.90 (95% CI: 0.79-1.00). Pathway analysis revealed differential regulation of Ras-MAPK, inflammatory and metabolic pathways. In conclusion, this study identified distinctive proteomic profiles and signaling pathways underlying LVH in HCM compared to AS.

Keywords: Aortic stenosis; Hypertrophic cardiomyopathy; Proteomics; Signaling pathways.

Publication types

  • Comparative Study

MeSH terms

  • Adult
  • Aged
  • Aortic Valve Stenosis* / blood
  • Aortic Valve Stenosis* / diagnosis
  • Aortic Valve Stenosis* / physiopathology
  • Biomarkers / blood
  • Blood Proteins* / metabolism
  • Cardiomyopathy, Hypertrophic* / blood
  • Cardiomyopathy, Hypertrophic* / diagnosis
  • Cardiomyopathy, Hypertrophic* / genetics
  • Cardiomyopathy, Hypertrophic* / physiopathology
  • Case-Control Studies
  • Female
  • Humans
  • Hypertrophy, Left Ventricular* / blood
  • Hypertrophy, Left Ventricular* / diagnosis
  • Hypertrophy, Left Ventricular* / genetics
  • Hypertrophy, Left Ventricular* / physiopathology
  • Machine Learning
  • Male
  • Middle Aged
  • Predictive Value of Tests
  • Proteomics* / methods
  • Signal Transduction

Substances

  • Biomarkers
  • Blood Proteins