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Protein Structure Prediction Using Coarse-Grained Models

dc.abstract.enThe knowledge of the three-dimensional structure of proteins is crucial for understanding many important biological processes. Most of the biologically relevant protein systems are too large for classical, atomistic molecular modeling tools. In such cases, coarse-grained (CG) models offer various opportunities for efficient conformational sampling and thus prediction of the three-dimensional structure. A variety of CG models have been proposed, each based on a similar framework consisting of a set of conceptual components such as protein representation, force field, sampling, etc. In this chapter we discuss these components, highlighting ideas which have proven to be the most successful. As CG methods are usually part of multistage procedures, we also describe approaches used for the incorporation of homology data and all-atom reconstruction methods.
dc.affiliationUniwersytet Warszawski
dc.contributor.authorPanek, Marta
dc.contributor.authorCiemny, Maciej Paweł
dc.contributor.authorGront, Dominik
dc.contributor.authorKoliński, Michał
dc.contributor.authorZiółkowska, Katarzyna Marta
dc.contributor.authorKmiecik, Sebastian
dc.contributor.authorBłaszczyk, Maciej
dc.contributor.authorKoliński, Andrzej
dc.contributor.authorKurciński, Mateusz
dc.date.accessioned2024-01-29T02:27:39Z
dc.date.available2024-01-29T02:27:39Z
dc.date.issued2019
dc.description.financeNie dotyczy
dc.identifier.doi10.1007/978-3-319-95843-9_2
dc.identifier.urihttps://repozytorium.uw.edu.pl//handle/item/158626
dc.identifier.weblinkhttps://link.springer.com/chapter/10.1007/978-3-319-95843-9_2
dc.languageeng
dc.pbn.affiliationchemical sciences
dc.publisher.ministerialSpringer
dc.relation.bookComputational Methods to Study the Structure and Dynamics of Biomolecules and Biomolecular Processes
dc.relation.pages27-59
dc.rightsClosedAccess
dc.sciencecloudnosend
dc.subject.enprotein structure
dc.subject.encoarse-grained models
dc.titleProtein Structure Prediction Using Coarse-Grained Models
dc.typeMonographChapter
dspace.entity.typePublication