Contacts-based prediction of binding affinity in protein–protein complexes
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Abstract
Almost all critical functions in cells rely on specific protein-protein interactions. Understanding these is therefore crucial in the investigation of biological systems. Despite all past efforts, we still lack a thorough understanding of the energetics of association of proteins. Here, we introduce a new and simple approach to predict binding affinity based on functional and structural features of the biological system, namely the network of interfacial contacts. We assess its performance against a protein-protein binding affinity benchmark and show that both experimental methods used for affinity measurements and conformational changes have a strong impact on prediction accuracy. Using a subset of complexes…
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Authors
2Topics & keywords
Topics
Keywords
- Affinities
- Protein–protein interaction
- Binding affinities
- Computational biology
- Benchmark (surveying)
- Surface protein
- Plasma protein binding
- Structural biology
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