Progression from cardiomyopathy to heart failure with reduced ejection fraction: A CORIN deficient course
Jun-Yan Kan1, Dong-Chen Wang1, Zi-Hao Jiang1
1Division of Cardiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
Insights
This study reveals two molecular subtypes of cardiomyopathies, with one cluster showing profibrotic traits and poor prognosis. CORIN gene expression is linked to disease progression and may be a therapeutic target for heart failure.
Area of Science:
- Cardiovascular Research
- Molecular Biology
- Genomics
Background:
- Cardiomyopathies, including hypertrophic cardiomyopathy (HCM) and dilated cardiomyopathy (DCM), are heterogeneous heart muscle diseases leading to heart failure (HF).
- Understanding molecular heterogeneity is crucial for prognosis and treatment strategies.
Purpose of the Study:
- To explore molecular stratification within HCM and DCM using transcriptomic data.
- To identify potential biomarkers for disease progression and cardiac fibrosis.
- To investigate the role of CORIN in cardiomyopathy progression.
Main Methods:
- Analysis of publicly available microarray and RNA sequencing (RNA-seq) datasets for HCM and DCM.
- Application of Non-negative Matrix Factorization (NMF) for molecular subtyping.
- Enrichment analysis to define biological characteristics of subtypes.
- Validation using Mendelian randomization and in vitro experiments.
Main Results:
- NMF identified two distinct molecular clusters within cardiomyopathies.
- A profibrotic cluster (Cluster 1) associated with heart failure with reduced ejection fraction (HFrEF), low CORIN expression, fibroblast activation, reduced ejection fraction (LVEF), and worse outcomes was identified.
- Overexpression of CORIN reduced TGFβ1-induced fibrotic markers in cardiac fibroblasts.
Conclusions:
- Cardiomyopathies exhibit significant molecular heterogeneity, with distinct subtypes identifiable through transcriptomic analysis.
- CORIN plays a role in the progression of HCM, DCM, and HFrEF, suggesting its potential as a therapeutic target.
- Further research is needed to validate subtypes and explore CORIN's downstream pathways.
Abstract:
Cardiomyopathies, encompassing hypertrophic cardiomyopathy (HCM) and dilated cardiomyopathy (DCM), constitute a diverse spectrum of heart muscle diseases that often culminating in heart failure (HF). The inherent molecular heterogeneity of these conditions has implications for prognosis and therapeutic strategies. Publicly available microarray and RNA sequencing (RNA-seq) data sets of HCM (n = 106 from GSE36961) and DCM (n = 18 from GSE135055 and 166 from GSE141910) patients were employed for our analysis. The Non-negative Matrix Factorization (NMF) algorithm was applied to explore the molecular stratification within HCM and DCM, and enrichment analysis was performed to delineate their biological characteristics. By integrating bulk and single-nucleus RNA-seq (snRNA-seq) data, we identified a potential biomarker for HCM progression and cardiac fibrosis, which was subsequently validated using mendelian randomization and in vitro. Our application of NMF identified two distinct molecular clusters. Particularly, a profibrotic, heart failure with reduced ejection fraction (HFrEF)-resembling Cluster 1 emerged, characterized by diminished expression of CORIN and a high degree of fibroblast activation. This cluster also exhibited lower left ventricular ejection fraction (LVEF) and worse prognostic outcomes, establishing the significance of this molecular subclassification. We further found that overexpression of CORIN could mitigate TGFβ1-induced expression of col1a1 and α-SMA in neonatal rat cardiac fibroblasts. Our results indicated the heterogeneity of HCM population, and further evidenced the participation of corin in the progression of HCM, DCM and HFrEF. Nevertheless, our study is constrained by the lack of corresponding clinical data and experimental validation of the identified subtypes. Therefore, further studies are warranted to elucidate the downstream pathways of corin and to validate these findings in independent patient cohorts.
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