AI Article Synopsis

  • - The text discusses the importance of protein-protein interactions in cellular processes and how identifying these interactions can lead to new drug targets for diseases.
  • - An automated pipeline was developed to predict protein-protein interactions across genomes, demonstrating success in modeling interactions in both human and yeast proteins, particularly in relation to SARS-CoV2.
  • - The method produces reliable interaction models that can be experimentally validated, and the pipeline is publicly accessible at specific Galaxy platforms.

Article Abstract

Background: Protein-protein interactions play a crucial role in almost all cellular processes. Identifying interacting proteins reveals insight into living organisms and yields novel drug targets for disease treatment. Here, we present a publicly available, automated pipeline to predict genome-wide protein-protein interactions and produce high-quality multimeric structural models.

Results: Application of our method to the Human and Yeast genomes yield protein-protein interaction networks similar in quality to common experimental methods. We identified and modeled Human proteins likely to interact with the papain-like protease of SARS-CoV2's non-structural protein 3. We also produced models of SARS-CoV2's spike protein (S) interacting with myelin-oligodendrocyte glycoprotein receptor and dipeptidyl peptidase-4.

Conclusions: The presented method is capable of confidently identifying interactions while providing high-quality multimeric structural models for experimental validation. The interactome modeling pipeline is available at usegalaxy.org and usegalaxy.eu.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10288729PMC
http://dx.doi.org/10.1186/s12859-023-05389-8DOI Listing

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