ArticleBriefings in bioinformatics2021
Identification of viral-mediated pathogenic mechanisms in neurodegenerative diseases using network-based approaches.
Article in Briefings in bioinformatics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 23 citations in OpenAlex.
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- Metformin provides superior neuroprotective potential compared to semaglutide in preventing diabetes-associated Alzheimer's disease via dual actions.Communications medicine · 2026Article
- DeepHVI: A multimodal deep learning framework for predicting human-virus protein-protein interactions using protein language models.Biosafety and health · 2025Article
- Shattering the Amyloid Illusion: The Microbial Enigma of Alzheimer's Disease Pathogenesis-From Gut Microbiota and Viruses to Brain Biofilms.Microorganisms · 2025Review
- Underestimated virus impaired cognition-more evidence and more work to do.Frontiers in immunology · 2025Review
- One path, two solutions: Network-based analysis identifies targetable pathways for the treatment of comorbid type II diabetes and neuropsychiatric disorders.Computational and structural biotechnology journal · 2024Article
- From Viral Infections to Alzheimer's Disease: Unveiling the Mechanistic Links Through Systems Bioinformatics.The Journal of infectious diseases · 2024Article
- Arbovirus infection increases the risk for the development of neurodegenerative disease pathology in the murine model.Brain, behavior, & immunity - health · 2024Article
- Molecular signatures of premature aging in Major Depression and Substance Use Disorders.Scientific data · 2024Article
- Neurotropic virus infection and neurodegenerative diseases: Potential roles of autophagy pathway.CNS neuroscience & therapeutics · 2024Review
- Enterovirus infection and its relationship with neurodegenerative diseases.Memorias do Instituto Oswaldo Cruz · 2023Article
- Article
- Immunomodulatory effects of microbiota-derived metabolites at the crossroad of neurodegenerative diseases and viral infection: network-based bioinformatics insights.Frontiers in immunology · 2022Article
- Proteomes Are of Proteoforms: Embracing the Complexity.Proteomes · 2021Review
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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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