Viruses · 2022 · 14 citations · 32 references
Life SciencesBioinformaticsMolecular BiologyMolecular VirologyNetwork BiologyVirologyGene Co-expression AnalysisGene Coexpression NetworksHost-pathogen Interaction NetworksMolecular Interaction NetworksProtein-protein Interaction NetworksViral PathogenesisCoexpression Network AnalysisGene Co-expression Network AnalysisGene Expression Network AnalysisGene Ontology EnrichmentProtein Interaction Network TopologyProtein-protein Interaction Network AnalysisVirus-host Interaction AnalysisWeighted Gene Coexpression Network Analysis
Influenza A virus (IAV) requires the host cellular machinery for many aspects of its life cycle. Knowledge of these host cell requirements not only reveals molecular pathways exploited by the virus or triggered by the immune system but also provides further targets for antiviral drug development. To uncover critical pathways and potential targets of influenza infection, we assembled a large amount of data from 8 RNA sequencing studies of IAV infection for integrative network analysis. Weighted gene co-expression network analysis (WGCNA) was performed to investigate modules and genes correlated with the time course of infection and/or multiplicity of infection (MOI). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed to explore the biological functions and pathways of the genes in 5 significant modules. Top hub genes were identified using the cytoHubba plugin in the protein interaction network. The correlation between expression levels of 7 top hub genes and time course or MOI was displayed and validated, including BCL2L13, PLSCR1, ARID5A, LMO2, NDRG4, HAP1, and CARD10. Dysregulated expression of these genes potently impacted the development of IAV infection through modulating IAV-related biological processes and pathways. This study provides further insights into the underlying molecular mechanisms and potential targets in IAV infection.
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KEGG: Kyoto Encyclopedia of Genes and Genomes
Minoru Kanehisa · Nucleic Acids Research · 2000 · 39.2K citations · Full text
KEGG: Kyoto Encyclopedia of Genes and Genomes
Hiroyuki Ogata, Susumu Goto, Kazushige Sato et al. · Nucleic Acids Research · 1999 · 32.4K citations · Full text
WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text
cytoHubba: identifying hub objects and sub-networks from complex interactome
Chia-Hao Chin, Shu-Hwa Chen, Hsin-Hung Wu et al. · BMC Systems Biology · 2014 · 6.8K citations · Full text