Department of Computer EngineeringDepartment of Chemical and Biological Engineering2024-11-1020181367-480310.1093/bioinformatics/bty5692-s2.0-85054145363http://dx.doi.org/10.1093/bioinformatics/bty569https://hdl.handle.net/20.500.14288/15974Motivation: Single amino acid variations (SAVs) in protein-protein interaction (PPI) sites play critical roles in diseases. PPI sites (interfaces) have a small subset of residues called hot spots that contribute significantly to the binding energy, and they may form clusters called hot regions. Singlet hot spots are the single amino acid hot spots outside of the hot regions. The distribution of SAVs on the interface residues may be related to their disease association. Results: We performed statistical and structural analyses of SAVs with literature curated experimental thermodynamics data, and demonstrated that SAVs which destabilize PPIs are more likely to be found in singlet hot spots rather than hot regions and energetically less important interface residues. In contrast, non-hot spot residues are significantly enriched in neutral SAVs, which do not affect PPI stability. Surprisingly, we observed that singlet hot spots tend to be enriched in disease-causing SAVs, while benign SAVs significantly occur in non-hot spot residues. Our work demonstrates that SAVs in singlet hot spot residues have significant effect on protein stability and function.Biochemical research methodsBiotechnologyApplied microbiologyComputer scienceMathematical and computational biologyStatistics and probabilityConference proceeding1460-205944431720002510024