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Fischer, André ; Enkler, Nils ; Neudert, Gerd ; Bocola, Marco ; Sterner, Reinhard ; Merkl, Rainer

TransCent: computational enzyme design by transferring active sites and considering constraints relevant for catalysis

Fischer, André, Enkler, Nils, Neudert, Gerd, Bocola, Marco, Sterner, Reinhard und Merkl, Rainer (2009) TransCent: computational enzyme design by transferring active sites and considering constraints relevant for catalysis. BMC Bioinformatics 10, S. 54.

Veröffentlichungsdatum dieses Volltextes: 18 Nov 2009 09:58
Artikel
DOI zum Zitieren dieses Dokuments: 10.5283/epub.10907


Zusammenfassung

Background: Computational enzyme design is far from being applicable for the general case. Due to computational complexity and limited knowledge of the structure-function interplay, heuristic methods have to be used. Results: We have developed TransCent, a computational enzyme design method supporting the transfer of active sites from one enzyme to an alternative scaffold. In an optimization ...

Background: Computational enzyme design is far from being applicable for the general case. Due to computational complexity and limited knowledge of the structure-function interplay, heuristic methods have to be used. Results: We have developed TransCent, a computational enzyme design method supporting the transfer of active sites from one enzyme to an alternative scaffold. In an optimization process, it balances requirements originating from four constraints. These are 1) protein stability, 2) ligand binding, 3) pK(a) values of active site residues, and 4) structural features of the active site. Each constraint is handled by an individual software module. Modules processing the first three constraints are based on state-of-the-art concepts, i.e. RosettaDesign, DrugScore, and PROPKA. To account for the fourth constraint, knowledge-based potentials are utilized. The contribution of modules to the performance of TransCent was evaluated by means of a recapitulation test. The redesign of oxidoreductase cytochrome P450 was analyzed in detail. As a first application, we present and discuss models for the transfer of active sites in enzymes sharing the frequently encountered triosephosphate isomerase fold. Conclusion: A recapitulation test on native enzymes showed that TransCent proposes active sites that resemble the native enzyme more than those generated by RosettaDesign alone. Additional tests demonstrated that each module contributes to the overall performance in a statistically significant manner.



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Details

DokumentenartArtikel
Titel eines Journals oder einer ZeitschriftBMC Bioinformatics
Verlag:BMC
Ort der Veröffentlichung:LONDON
Band:10
Seitenbereich:S. 54
Datum2009
InstitutionenBiologie und Vorklinische Medizin > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Reinhard Sterner
Biologie und Vorklinische Medizin > Institut für Biophysik und physikalische Biochemie > Prof. Dr. Rainer Merkl
Identifikationsnummer
WertTyp
19208235PubMed-ID
10.1186/1471-2105-10-54DOI
Klassifikation
NotationArt
Amino Acid SequenceMESH
Binding SitesMESH
CatalysisMESH
Catalytic Domain*MESH
Computational Biology/methods*MESH
Databases, ProteinMESH
Enzymes/chemistry*MESH
LigandsMESH
Models, MolecularMESH
Molecular Sequence DataMESH
Protein ConformationMESH
Sequence AlignmentMESH
Structure-Activity RelationshipMESH
Stichwörter / KeywordsMULTIPLE SEQUENCE ALIGNMENT; PROTEIN DESIGN; (BETA-ALPHA)(8)-BARREL ENZYMES; GLOBULAR-PROTEINS; LIGAND-BINDING; DRUG DISCOVERY; PREDICTION; EVOLUTION; DATABASE; OPTIMIZATION;
Dewey-Dezimal-Klassifikation500 Naturwissenschaften und Mathematik > 570 Biowissenschaften, Biologie
StatusVeröffentlicht
BegutachtetJa, diese Version wurde begutachtet
An der Universität Regensburg entstandenJa
URN der UB Regensburgurn:nbn:de:bvb:355-epub-109075
Dokumenten-ID10907

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