Publication:
Analysis of single amino acid variations in singlet hot spots of protein-protein interfaces

dc.contributor.coauthorN/A
dc.contributor.departmentN/A
dc.contributor.departmentDepartment of Computer Engineering
dc.contributor.departmentDepartment of Chemical and Biological Engineering
dc.contributor.kuauthorÖzdemir, E. Sıla
dc.contributor.kuauthorGürsoy, Attila
dc.contributor.kuauthorKeskin, Özlem
dc.contributor.kuprofilePhD Student
dc.contributor.kuprofileFaculty Member
dc.contributor.kuprofileFaculty Member
dc.contributor.otherDepartment of Computer Engineering
dc.contributor.otherDepartment of Chemical and Biological Engineering
dc.contributor.researchcenterKoç University Research Center for Translational Medicine (KUTTAM) / Koç Üniversitesi Translasyonel Tıp Araştırma Merkezi (KUTTAM)
dc.contributor.schoolcollegeinstituteGraduate School of Sciences and Engineering
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.contributor.yokidN/A
dc.contributor.yokid8745
dc.contributor.yokid26605
dc.date.accessioned2024-11-10T00:01:33Z
dc.date.issued2018
dc.description.abstractMotivation: 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.indexedbyWoS
dc.description.indexedbyScopus
dc.description.indexedbyPubMed
dc.description.issue17
dc.description.openaccessYES
dc.description.sponsorshipTUBITAK (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.volume34
dc.identifier.doi10.1093/bioinformatics/bty569
dc.identifier.eissn1460-2059
dc.identifier.issn1367-4803
dc.identifier.scopus2-s2.0-85054145363
dc.identifier.urihttp://dx.doi.org/10.1093/bioinformatics/bty569
dc.identifier.urihttps://hdl.handle.net/20.500.14288/15974
dc.identifier.wos444317200025
dc.keywordsMissense mutations
dc.keywordsFunctional-analysis
dc.keywordsHuman-disease
dc.keywordsVariants
dc.keywordsResidues
dc.keywordsPrediction
dc.keywordsDatabase
dc.keywordsServer
dc.keywordsOrganization
dc.keywordsAssociation
dc.languageEnglish
dc.publisherOxford Univ Press
dc.sourceBioinformatics
dc.subjectBiochemical research methods
dc.subjectBiotechnology
dc.subjectApplied microbiology
dc.subjectComputer science
dc.subjectMathematical and computational biology
dc.subjectStatistics and probability
dc.titleAnalysis of single amino acid variations in singlet hot spots of protein-protein interfaces
dc.typeConference proceeding
dspace.entity.typePublication
local.contributor.authorid0000-0003-0046-0667
local.contributor.authorid0000-0002-2297-2113
local.contributor.authorid0000-0002-4202-4049
local.contributor.kuauthorÖzdemir, E. Sıla
local.contributor.kuauthorGürsoy, Attila
local.contributor.kuauthorKeskin, Özlem
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relation.isOrgUnitOfPublicationc747a256-6e0c-4969-b1bf-3b9f2f674289
relation.isOrgUnitOfPublication.latestForDiscovery89352e43-bf09-4ef4-82f6-6f9d0174ebae

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