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CRISPR Gene Editing Tool for MicroRNA Cluster Network Analysis
Published on: April 25, 2022
A circRNA-miRNA-mRNA regulatory network associated with the treatment response to tuberculosis
Wei Tan1, Li Zhang1, Shanmei Wang2
1Department of Respiratory and Critical Care Medicine, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China.
Objectives:
The high morbidity and mortality of tuberculosis (TB) have severe socio-economic consequences, and there is an urgent need to explore the mechanisms driving TB development and progression. The aim of this study was to analyze the regulatory RNAs and target genes involved in TB, in order to identify key genetic biomarkers for diagnosing and treating TB.
Methods:
Circular RNAs (circRNAs), microRNAs (miRNAs) and messenger RNA (mRNAs) expression profiles of TB patients and healthy controls were downloaded from the GEO database. A circRNA-miRNA-mRNA competing endogenous RNA (ceRNA) network was constructed using the differentially expressed circRNAs (DEcircRNAs), miRNAs (DEmiRNAs), and mRNAs (DEmRNAs). The DEmRNAs in this network were functionally annotated using GO and KEGG analyses, and ordinal regression analysis was used to identify the genes correlated to the treatment response in TB patients.
Results:
We identified 133 DEmRNAs, 37 DEcircRNAs and 173 DEmiRNAs between the TB and healthy controls, from which 30 DECircRNAs, 27 DEmiRNAs and 35 DEmRNAs were used to construct the ceRNA network. CACNA1I, IGF2BP3, LPCAT2, SPOCK2 and IRF2 were significantly correlated with the anti-TB therapeutic response (P < 0.05).
Conclusion:
A TB-associated DEcircRNA-miRNA-mRNA ceRNA network was constructed, of which some DEmRNAs potentially influence the treatment response.
Insights
This study constructed a tuberculosis (TB) regulatory RNA network, identifying key genes like CACNA1I and IGF2BP3 that may influence treatment response, aiding in TB diagnosis and therapy. This research offers potential biomarkers for TB management.
Area of Science:
- Biochemistry
- Genetics
- Molecular Biology
Background:
- Tuberculosis (TB) poses significant global health challenges with high morbidity and mortality.
- Understanding the molecular mechanisms of TB development and progression is crucial for effective interventions.
Purpose of the Study:
- To analyze regulatory RNAs and target genes in TB.
- To identify potential genetic biomarkers for TB diagnosis and treatment.
Main Methods:
- Expression profiles of circRNAs, miRNAs, and mRNAs were analyzed in TB patients and healthy controls.
- A circRNA-miRNA-mRNA competing endogenous RNA (ceRNA) network was constructed.
- Functional annotation and regression analysis were performed to identify treatment-responsive genes.
Main Results:
- 133 differentially expressed mRNAs (DEmRNAs), 37 DEcircRNAs, and 173 DEmiRNAs were identified.
- A ceRNA network was built using 30 DEcircRNAs, 27 DEmiRNAs, and 35 DEmRNAs.
- CACNA1I, IGF2BP3, LPCAT2, SPOCK2, and IRF2 showed significant correlation with anti-TB treatment response.
Conclusions:
- A TB-associated ceRNA network involving DEcircRNAs, DEmiRNAs, and DEmRNAs was successfully constructed.
- Specific DEmRNAs within the network show potential as indicators of TB treatment response.
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