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Published on: November 2, 2020
Dysfunctional network of hub genes in hypertrophic cardiomyopathy patients
Shan Wu1, Iqtidar Ud Din2, Faisal Mahmood Sadiq3
1Wuhu No. 1 People's Hospital Wuhu 241000, Anhui, China.
Insights
Ten key genes are linked to hypertrophic cardiomyopathy (HCM) development. These identified hub genes offer potential as biomarkers and therapeutic targets for managing HCM.
Area of Science:
- Genomics
- Cardiovascular Research
- Molecular Biology
Background:
- Hypertrophic cardiomyopathy (HCM) is a major cause of sudden cardiac arrest.
- Effective treatments for HCM are currently limited.
- Identifying HCM-associated hub genes is crucial for diagnosis and developing therapeutic strategies.
Purpose of the Study:
- To identify differentially expressed genes (DEGs) in HCM.
- To identify hub genes associated with HCM.
- To construct a regulatory network and analyze the function of hub genes.
Main Methods:
- Analyzed HCM gene expression datasets (GSE36961, GSE32453) from the GEO database.
- Utilized GEOR2, STRING, and Cytoscape for DEG and hub gene identification.
- Constructed a lncRNA-cricRNA-miRNA-mRNA regulatory network and performed pathway analysis using DAVID.
Main Results:
- Identified 262 significant DEGs (162 down-regulated, 76 up-regulated) in HCM patients.
- Shortlisted 10 down-regulated hub genes: CD14, ITGB2, C1QB, CD163, HCLS1, ALOX5AP, PLEK, C1QC, FCER1G, and TYROBP.
- Hub genes are implicated in pathways such as Pertussis, Complement and coagulation cascade, and Asthma; regulatory network identified key miRNAs, lncRNA, and cricRNA.
Conclusions:
- Ten hub genes (CD14, ITGB2, C1QB, CD163, HCLS1, ALOX5AP, PLEK, C1QC, FCER1G, TYROBP) are integral to HCM development and progression.
- These genes show potential as diagnostic biomarkers for HCM.
- The identified hub genes represent promising therapeutic targets for HCM treatment.
Background:
Considering it is one of the major causes of sudden cardiac arrest, the proper management of hypertrophic cardiomyopathy (HCM) is essential. However, efficient treatment options for this disease are still lacking. The discovery of HCM-associated hub genes may help in diagnosis and offer a reliable tool for developing effective therapeutic strategies.
Methods:
We examined HCM-based gene expression datasets (GSE36961) from the Gene Expression Omnibus (GEO) database for the identification of differentially expressed genes (DEGs), PPI network development, module screening, and shortlisting of hub genes via GEOR2, STRING, and Cytoscape. Moreover, we also used another HCM-based gene expression dataset (GSE32453) for the expression validation of hub genes. Following this, we constructed the lncRNA-cricRNA-miRNA-mRNA regulatory network after retrieving information from the miRTarBase, miRDB, and MiRcode databases. Finally, we used DAVID to perform functional and pathway analysis of the hub genes.
Results:
From GSE36961, a total of the 262 most significant DEGs, including 162 down-regulated and 76 up-regulated, were identified between HCM patients and normal individuals. Among these DEGs, a total of 10 significantly down-regulated DEGs, including cluster of differentiation 14 (CD14), beta2 Integrin Gene (ITGB2), C1q subcomponent subunit B (C1QB), Cluster of Differentiation 163 (CD163), Hematopoietic Cell-Specific Lyn Substrate 1 (HCLS1), Arachidonate 5-Lipoxygenase Activating Protein (ALOX5AP), Pleckstrin (PLEK), Complement C1q C Chain (C1QC), Fc fragment Of IgE receptor Ig (FCER1G), and tyrosine kinase binding protein (TYROBP), were shortlisted as the hub genes. Pathway enrichment analysis showed that the identified hub genes were involved in the dysregulation of some diverse pathways in HCM patients. Such as, Pertussis, Complement and coagulation cascade, Legnionellosis, Asthma, Staphylococcus aureus infection, etc. Lastly, we also explored hub genes' regulatory 2 MicroRNAs (miRNAs, has-mir-7-5p and has-mir-27a-3p), one Long non-coding RNAs (lncRNA, OIP5-AS1-201), and one Circular RNA (cricRNA, CDR1as) via lncRNA-cricRNA-miRNA-mRNA regulatory network.
Conclusion:
Our study revealed that ten hub genes (CD14, ITGB2, C1QB, CD163, HCLS1, ALOX5AP, PLEK, C1QC, FCER1G, and TYROBP) are involved in the development and progression of HCM. These genes can potentially be used as biomarkers and therapeutic targets for HCM patients.
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