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Published on: November 2, 2020
Identification of altered pathways in hypertrophic cardiomyopathy based on combined data of protein-protein
1Department of Cardiology, Linyi People's Hospital, Linyi, Shandong Province, China.
Insights
This study identified key molecular pathways in hypertrophic cardiomyopathy (HCM) pathogenesis using protein-protein interaction networks. Findings reveal altered immune and signaling pathways, offering potential therapeutic targets for HCM.
Area of Science:
- Cardiovascular Biology
- Molecular Genetics
- Systems Biology
Background:
- Hypertrophic cardiomyopathy (HCM) is a complex genetic heart disease with poorly understood molecular mechanisms.
- Identifying key molecular pathways is crucial for developing targeted therapies for HCM.
Purpose of the Study:
- To identify molecular pathways significantly altered during hypertrophic cardiomyopathy (HCM) pathogenesis.
- To leverage protein-protein interaction (PPI) data and pathway databases for network analysis.
- To uncover potential therapeutic targets by analyzing differentially expressed genes (DEGs) and hub genes in HCM.
Main Methods:
- Utilized the STRING database for protein-protein interaction (PPI) data and REACTOME for pathway information.
- Identified differentially expressed genes (DEGs) and constructed a targeted gene network.
- Screened for significantly altered pathways (P < 0.05) based on deviations from common interactions and validated through hub gene enrichment.
Main Results:
- Identified 1085 DEGs and a network of 3631 interactions.
- Discovered 30 significantly altered pathways, with top pathways involved in immune modulation, signal transduction, hemostasis, and G protein-coupled receptor signaling.
- Confirmed enrichment of hub genes within altered pathways, particularly in innate immunity, general immune responses, and signal transduction.
Conclusions:
- The study successfully identified critical molecular pathways implicated in HCM pathogenesis.
- Altered immune and signal transduction pathways represent promising avenues for future HCM research and therapeutic development.
- These findings provide a foundation for novel clinical strategies aimed at treating hypertrophic cardiomyopathy.
Abstract:
The purpose of our study was to identify molecular pathways altered during the pathogenesis of hypertrophic cardiomyopathy (HCM) based on data from the STRING protein-protein interaction (PPI) database and the REACTOME pathway database. Identification of differentially expressed genes (DEGs) was carried out, followed by construction of a targeted network and selection of hub genes in this network. PPI pairs in each pathway were extracted, and altered pathways were identified when the said pathway differed from common interactions within the targeted network with a P value of less than 0.05. These altered pathways were further validated based on enrichment of hub genes in pathways within the targeted network. Through this method, we identified 1085 DEGs. The DEGs were inputted into the STRING database, and the resulting targeted network was composed of 3631 interactions. Based on the selection criteria, 30 significantly changed pathways were screened in total. Among these, the top five pathways were found to be involved in immune modulation, signal transduction, hemostasis, and G protein-coupled receptor signaling. Similarly, enrichment in hub gene interactions was also found in members within the altered pathways, including those involved in the innate immune system, the immune system, and signal transduction pathways. These altered pathways are important for understanding the underlying mechanisms of HCM, and can be used for clinical application of treatments in the future.
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