Proteome-scale discovery of protein interactions with residue-level resolution using sequence coevolution
Anna G. GreeniD, Hadeer ElhabashyiD, Kelly P. BrockiD, Rohan MaddamsettiiD, Oliver KohlbacheriD, Debora S. MarksiD
Abstract
The majority of protein interactions in most organisms are unknown, and experimental methods for determining protein interactions can yield divergent results. Here we use an orthogonal, purely computational method based on sequence coevolution to discover protein interactions at large scale. In the model organism Escherichia coli, 53% of protein pairs in the proteome are eligible for our method given currently available sequenced genomes. When assaying the entire cell envelope proteome, which is understudied due to experimental challenges, we found 620 likely interactions and their predicted structures, increasing the space of known interactions by 529. Our results show that genomic sequencing data can be used to predict and resolve protein interactions to atomic resolution at large scale. Predictions and code are freely available at https://marks.hms.harvard.edu/ecolicomplex and https://github.com/debbiemarkslab/EVcouplings
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 6
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Sequence co-evolution gives 3D contacts and structures of protein complexes
Thomas A. Hopf, Charlotta P.I. Schärfe, … Debora S. Marks·bioRxiv·Sep 15, 2014
- Inferring protein-protein interaction networks from inter-protein sequence co-evolution
Christoph Feinauer, Hendrik Szurmant, … Andrea Pagnani·bioRxiv·Dec 17, 2015
- A multi-scale coevolutionary approach to predict interactions between protein domains
Giancarlo Croce, Thomas Gueudré, … Martin Weigt·PLoS Computational BiologyPeer-reviewed·Oct 21, 2019
- Conservation of co-evolving protein interfaces bridges prokaryote-eukaryote homologies in the twilight zone
Juan Rodriguez-Rivas, Simone Marsili, … Alfonso Valencia·bioRxiv·Aug 5, 2016
- Inferring interaction partners from protein sequences
Anne-Florence Bitbol, Robert S Dwyer, … Ned S Wingreen·bioRxiv·Apr 28, 2016
- Inferring interaction partners from protein sequences using mutual information
Anne‐Florence Bitbol·PLoS Computational BiologyPeer-reviewed·Nov 13, 2018