4.7 Article

Identification of viral-mediated pathogenic mechanisms in neurodegenerative diseases using network-based approaches

Journal

BRIEFINGS IN BIOINFORMATICS
Volume 22, Issue 6, Pages -

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bib/bbab141

Keywords

virus-host-disease interactions; viral perturbations; neurodegenerative diseases; multiple sclerosis; protein-protein interactions

Funding

  1. Cyprus Institute of Neurology Genetics
  2. Cyprus School of Molecular Medicine
  3. Telethon

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Virus-host protein-protein interactions are critical for viral replication and survival, potentially leading to various complex diseases. Viral-mediated perturbations may play a key role in pathogenic mechanisms of neurodegenerative diseases, highlighting the need for novel therapeutic interventions.
During the course of a viral infection, virus-host protein-protein interactions (PPIs) play a critical role in allowing viruses to replicate and survive within the host. These interspecies molecular interactions can lead to viral-mediated perturbations of the human interactome causing the generation of various complex diseases. Evidences suggest that viral-mediated perturbations are a possible pathogenic etiology in several neurodegenerative diseases (NDs). These diseases are characterized by chronic progressive degeneration of neurons, and current therapeutic approaches provide only mild symptomatic relief; therefore, there is unmet need for the discovery of novel therapeutic interventions. In this paper, we initially review databases and tools that can be utilized to investigate viral-mediated perturbations in complex NDs using network-based analysis by examining the interaction between the ND-related PPI disease networks and the virus-host PPI network. Afterwards, we present our theoretical-driven integrative network-based bioinformatics approach that accounts for pathogen-genes-disease-related PPIs with the aim to identify viral-mediated pathogenic mechanisms focusing in multiple sclerosis (MS) disease. We identified seven high centrality nodes that can act as disease communicator nodes and exert systemic effects in the MS-enriched Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways network. In addition, we identified 12 KEGG pathways, 5 Reactome pathways and 52 Gene Ontology Immune System Processes by which 80 viral proteins from eight viral species might exert viral-mediated pathogenic mechanisms in MS. Finally, our analysis highlighted the Th17 differentiation pathway, a disease communicator node and part of the 12 underlined KEGG pathways, as a key viral-mediated pathogenic mechanism and a possible therapeutic target for MS disease.

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