Publication: Analysis of single amino acid variations in singlet hot spots of protein-protein interfaces
dc.contributor.coauthor | N/A | |
dc.contributor.department | N/A | |
dc.contributor.department | Department of Computer Engineering | |
dc.contributor.department | Department of Chemical and Biological Engineering | |
dc.contributor.kuauthor | Özdemir, E. Sıla | |
dc.contributor.kuauthor | Gürsoy, Attila | |
dc.contributor.kuauthor | Keskin, Özlem | |
dc.contributor.kuprofile | PhD Student | |
dc.contributor.kuprofile | Faculty Member | |
dc.contributor.kuprofile | Faculty Member | |
dc.contributor.other | Department of Computer Engineering | |
dc.contributor.other | Department of Chemical and Biological Engineering | |
dc.contributor.researchcenter | Koç University Research Center for Translational Medicine (KUTTAM) / Koç Üniversitesi Translasyonel Tıp Araştırma Merkezi (KUTTAM) | |
dc.contributor.schoolcollegeinstitute | Graduate School of Sciences and Engineering | |
dc.contributor.schoolcollegeinstitute | College of Engineering | |
dc.contributor.schoolcollegeinstitute | College of Engineering | |
dc.contributor.yokid | N/A | |
dc.contributor.yokid | 8745 | |
dc.contributor.yokid | 26605 | |
dc.date.accessioned | 2024-11-10T00:01:33Z | |
dc.date.issued | 2018 | |
dc.description.abstract | Motivation: 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. | |
dc.description.indexedby | WoS | |
dc.description.indexedby | Scopus | |
dc.description.indexedby | PubMed | |
dc.description.issue | 17 | |
dc.description.openaccess | YES | |
dc.description.sponsorship | TUBITAK (The Scientific and Technological Research Council of Turkey) [2211-E] E.S.O acknowledges TUBITAK (The Scientific and Technological Research Council of Turkey) for financial support (Scholarship 2211-E). We thank Dr. Iain Moal for kindly sharing SKEMPI 2.0 dataset with us. | |
dc.description.volume | 34 | |
dc.identifier.doi | 10.1093/bioinformatics/bty569 | |
dc.identifier.eissn | 1460-2059 | |
dc.identifier.issn | 1367-4803 | |
dc.identifier.scopus | 2-s2.0-85054145363 | |
dc.identifier.uri | http://dx.doi.org/10.1093/bioinformatics/bty569 | |
dc.identifier.uri | https://hdl.handle.net/20.500.14288/15974 | |
dc.identifier.wos | 444317200025 | |
dc.keywords | Missense mutations | |
dc.keywords | Functional-analysis | |
dc.keywords | Human-disease | |
dc.keywords | Variants | |
dc.keywords | Residues | |
dc.keywords | Prediction | |
dc.keywords | Database | |
dc.keywords | Server | |
dc.keywords | Organization | |
dc.keywords | Association | |
dc.language | English | |
dc.publisher | Oxford Univ Press | |
dc.source | Bioinformatics | |
dc.subject | Biochemical research methods | |
dc.subject | Biotechnology | |
dc.subject | Applied microbiology | |
dc.subject | Computer science | |
dc.subject | Mathematical and computational biology | |
dc.subject | Statistics and probability | |
dc.title | Analysis of single amino acid variations in singlet hot spots of protein-protein interfaces | |
dc.type | Conference proceeding | |
dspace.entity.type | Publication | |
local.contributor.authorid | 0000-0003-0046-0667 | |
local.contributor.authorid | 0000-0002-2297-2113 | |
local.contributor.authorid | 0000-0002-4202-4049 | |
local.contributor.kuauthor | Özdemir, E. Sıla | |
local.contributor.kuauthor | Gürsoy, Attila | |
local.contributor.kuauthor | Keskin, Özlem | |
relation.isOrgUnitOfPublication | 89352e43-bf09-4ef4-82f6-6f9d0174ebae | |
relation.isOrgUnitOfPublication | c747a256-6e0c-4969-b1bf-3b9f2f674289 | |
relation.isOrgUnitOfPublication.latestForDiscovery | 89352e43-bf09-4ef4-82f6-6f9d0174ebae |