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Updated: Feb 8, 2026

Bioinformatics Resources for the Study of Glycan-Mediated Protein Interactions
Published on: January 20, 2022
Interactions between metal binding viral proteins and human targets as revealed by network-based bioinformatics
1Institute of Chemical Engineering Sciences, Foundation for Research and Technology-Hellas (FORTH/ICE-HT), Patras, Greece.
This study reveals how metal ions bound by viruses impact host cells and human proteins. Understanding these viral metalloproteomes may link to neurological disorders.
Area of Science:
- Virology
- Bioinformatics
- Computational Biology
Background:
- The role of metal ions in virus-host interactions remains largely unexplored.
- Metal ions are crucial for various biological processes, including viral replication and pathogenesis.
Purpose of the Study:
- To computationally identify viral metalloproteomes and their interacting human proteins.
- To classify viral metalloprotein features based on bound metal type.
- To investigate potential links between viral metalloproteins and neurological disorders.
Main Methods:
- Identification of metalloproteomes for 226 viruses using computational approaches.
- Network-based bioinformatics to retrieve human proteins interacting with viral metalloproteomes.
- In silico gene network analysis to examine links with neurological disorders.
Main Results:
- Putative zinc, manganese, magnesium, and iron metalloproteomes of 226 viruses were identified.
- Viral metalloproteins were classified by bound metal, revealing distinct protein features.
- Potential perturbations of host cellular metal homeostasis by viral metal binders were discussed.
- In silico analysis suggested molecular linkages between viral metalloproteins and twelve neurological disorders.
Conclusions:
- Metal ions play a significant, yet underappreciated, role in virus-host interactions.
- Viral metalloproteomes represent a novel target for understanding viral pathogenesis and host responses.
- Further research into viral metalloproteins could elucidate mechanisms underlying neurological disorders.
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