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A High-throughput Compatible Assay to Evaluate Drug Efficacy against Macrophage Passaged Mycobacterium tuberculosis
Published on: March 24, 2017
Characteristic genes in THP‑1 derived macrophages infected with Mycobacterium tuberculosis H37Rv strain identified by
Yu-Wei Zhang1, Yan Lin1, Hui-Yuan Yu2
1Department of Pathogen Biology, The Key Laboratory of Zoonosis, Chinese Ministry of Education, College of Basic Medicine, Jilin University, Changchun, Jilin 130021, P.R. China.
Abstract:
Mycobacterium tuberculosis (M. tb) is a highly successful pathogen that has co‑existed with humans for 1,000's of years. As the cornerstone of the immune system, macrophages are a key part of innate immunity. They ingest and degrade foreign substances including aging cells and microorganisms, coordinate the inflammatory process, and are the first line of defense against M. tb infection. Recent advances in cellular mycobacteriology have indicated that M. tb uses an remarkably complex strategy to disrupt macrophage function, in order to counteract the antimicrobial mechanisms of the innate and adaptive immune responses, thereby achieving immune escape. With the popularity of microarray technology, a variety of public platforms have provided a variety of gene expression data associated with physiological and disease conditions. Meta‑analysis can systematically and quantitatively analyze multiple independent data concerning the same disease, greatly improving the statistical significance and credibility of the gene expression data analysis performed. In the present study, 6 microarray expression datasets of human acute monocytic leukemia THP‑1 cell line infected by M. tb H37Rv strain were collected from the GEO database. A total of 4 high‑quality datasets were identified using meta‑analysis methods in R language, and 306 differentially expressed genes with statistical significance were obtained. Then, a protein‑protein interaction (PPI) network of these differentially expressed genes was constructed on the Search Tool for the Retrieval of Interacting Genes/Proteins Database online tool and visualized by Cytoscape v. 3.6.1 software. Using CentiScape and MCODE plugin in the Cytoscape software to mine the functional modules associated with M. tb infection process, 32 characteristic genes were identified. Gene ontology and Kyoto Encyclopedia of Genes and Genomes analysis was performed on the 32 characteristic genes, and it was demonstrated that these genes were primarily associated with the type I interferon (IFN) pathway. In the established model of THP‑1‑derived macrophages infected by M. tb, the actual differential expression levels of IFN‑stimulated gene 15 (ISG15), 2'‑5‑oligoadenylate synthetase like (OASL), IFN regulatory factor 7 (IRF7) and DExD/H‑box helicase 58 (DDX58), the first 4 genes of the 32 characteristic genes, were verified by reverse transcription quantitative polymerase chain reaction. The results were consistent with the results of microarray analysis. The association between ISG15, OASL and IRF7 and TB infection was also verified. Although a number of studies have identified that the type I IFN pathway may assist M. tb to achieve immune escape, the present study used a meta‑analysis of microarray data and PPI network analysis to examine some of the novel genes identified in the IFN pathway. The results furthered the understanding of the molecular mechanisms of the TB immune response and provided a novel perspective for future therapeutic goals.
Insights
This study analyzed gene expression data to understand how Mycobacterium tuberculosis (M. tb) evades the immune system. Researchers identified key genes in the type I interferon pathway involved in the host
Area of Science:
- Immunology
- Genetics
- Microbiology
Background:
- Mycobacterium tuberculosis (M. tb) is a successful pathogen that manipulates macrophage function for immune escape.
- Macrophages are crucial for innate immunity and the initial defense against M. tb.
- Gene expression data from microarray technology offers insights into disease mechanisms.
Purpose of the Study:
- To systematically analyze gene expression data to identify host genes involved in the response to M. tb infection.
- To elucidate the role of the type I interferon pathway in M. tb immune evasion.
- To identify potential therapeutic targets for tuberculosis (TB).
Main Methods:
- Meta-analysis of 6 microarray datasets from human THP-1 cells infected with M. tb H37Rv.
- Construction and analysis of a protein-protein interaction (PPI) network for differentially expressed genes.
- Gene ontology and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis.
- Validation of key gene expression using reverse transcription quantitative polymerase chain reaction (RT-qPCR).
Main Results:
- Identified 306 statistically significant differentially expressed genes.
- Discovered 32 characteristic genes, primarily associated with the type I interferon (IFN) pathway.
- Validated the differential expression of IFN-stimulated gene 15 (ISG15), OASL, IRF7, and DDX58, confirming their association with TB infection.
Conclusions:
- The type I IFN pathway plays a significant role in the host's response to M. tb infection.
- Specific genes within the IFN pathway, including ISG15, OASL, and IRF7, are implicated in TB infection.
- Findings provide a deeper understanding of TB immune response mechanisms and suggest novel therapeutic strategies.
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