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The BRENDA Enzyme Information System
1The Enzyme Information System BRENDA
BRENDA Training
The BRENDA Enzyme Information System developed and maintained at
Technische Universität Braunschweig, GermanyDepartment of Bioinformatics and Biochemistry
2The Enzyme Information System BRENDA
Introduction to BRENDA
The BRENDA Enzyme Information System developed and maintained at
Technische Universität Braunschweig, GermanyDepartment of Bioinformatics and Biochemistry
Director of the department and founder of BRENDA: Prof. Dietmar Schomburg
3The Enzyme Information System BRENDA
Introduction to BRENDA
Module B0Introduction to BRENDA● History, scope and content● Data sources and updates● BRENDA on the web
Module B1 Web interface● Search modes● Enzyme flat file● EC Explorer● Quick Search
Module B2 Web interface● Sequence Search● Genome Explorer● 3D Structure● Functional Enzyme Parameters
Overview
4
Module B3 Web interface● Ontology Explorer● TaxTree Explorer
Module B4 Web interfaceEnzyme ligands● Ligand Search● Substructure Search
Module B5Computer-based access●SOAP●Textfile with BRENDA core data●SBML output
Excercises
The Enzyme Information System BRENDA
Introduction to BRENDA
5The Enzyme Information System BRENDA
Module B0Introduction to BRENDA● History, scope and content● Data sources and updates● BRENDA on the web
Introduction to BRENDA
History
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 6The Enzyme Information System BRENDA
A short history of BRENDA
Introduction to BRENDA
History
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 7The Enzyme Information System BRENDA
A short history of BRENDA BRaunschweig ENzyme DAtabase
1987 project started at German National Research Centre for Biotechnology in Braunschweig
Introduction to BRENDA
History
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 8The Enzyme Information System BRENDA
A short history of BRENDA BRaunschweig ENzyme DAtabase
Introduction to BRENDA
History
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 9The Enzyme Information System BRENDA
A short history of BRENDA BRaunschweig ENzyme DAtabase
1987 project started at German National Research Centre for Biotechnology in Braunschweig
originally published as a series of books 1st Edition 1990-1997 2nd Edition 2000-2009 (45 Volumes) available in print and pdf-format
Introduction to BRENDA
History
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 10The Enzyme Information System BRENDA
A short history of BRENDA BRaunschweig ENzyme DAtabase
1987 project started at German National Research Centre for Biotechnology in Braunschweig
originally published as a series of books 1st Edition 1990-1997 2nd Edition 2000-2009 (45 Volumes) available in print and pdf-format
1996 BRENDA and Dietmar Schomburg moved to University of Cologne
here BRENDA was further curated and transformed into a publicly available database
Introduction to BRENDA
History
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 11The Enzyme Information System BRENDA
A short history of BRENDA BRaunschweig ENzyme DAtabase
1987 project started at German National Research Centre for Biotechnology in Braunschweig
originally published as a series of books 1st Edition 1990-1997 2nd Edition 2000-2009 (45 Volumes) available in print and pdf-format
1996 BRENDA and Dietmar Schomburg moved to University of Cologne
here BRENDA was further curated and transformed into a publicly available database
2007 BRENDA moved back to Braunschweig (Technische Universität)
Introduction to BRENDA
History
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 12The Enzyme Information System BRENDA
A short history of BRENDA BRaunschweig ENzyme DAtabase
1987 project started at German National Research Centre for Biotechnology in Braunschweig
originally published as a series of books 1st Edition 1990-1997 2nd Edition 2000-2009 (45 Volumes) available in print and pdf-format
1996 BRENDA and Dietmar Schomburg moved to University of Cologne
here BRENDA was further curated and transformed into a publicly available database
2007 BRENDA moved back to Braunschweig (Technische Universität)
continuous curation, technical improvement and further development
Introduction to BRENDA
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 13The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information systems on● Enzymes
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 14The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information systems on● Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 15The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information systems onEnzymes > 1,000,000 different enzymes
> 65,000 manually curated 5,300 EC numbers
Enzyme Commision numbers are defined according to the catalyzed reactionEnzyme nomenclature is defined by the IUBMB(International Union of Biochemistry and Molecular Biology)
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 16The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information systems onEnzymes > 1,000,000 different enzymes
> 65,000 manually curated 5,300 EC numbers
Enzyme Commision numbers are defined according to the catalyzed reactionEnzyme nomenclature is defined by the IUBMB(International Union of Biochemistry and Molecular Biology)
Main class (1st digit)
1 Oxidoreductases2 Transferases3 Hydrolases4 Lyases5 Isomerases6 Ligases
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 17The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information systems onEnzymes > 1,000,000 different enzymes
> 65,000 manually curated 5,300 EC numbers
Enzyme Commision numbers are defined according to the catalyzed reactionEnzyme nomenclature is defined by the IUBMB(International Union of Biochemistry and Molecular Biology)
Format: Four numbers separated by periods → e.g. 1.2.1.2
Numbers represent from left to right a progressively finer classification scheme
EC 1.2.1.2 Formate + NAD+ = CO2 + NADH
formate dehydrogenase
with NAD+ or NADP+ as acceptor
acting on the aldehyde or oxo group of donors
oxidoreductases
Main class (1st digit)
1 Oxidoreductases2 Transferases3 Hydrolases4 Lyases5 Isomerases6 Ligases
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 18The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information system on Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
Data categories
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 19The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information system on Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
Data categories
● Enzymes (module B1)
● Classification and Nomenclature
● Reaction & Specificity
● Enzyme Structure
● Isolation & Preparation
● Stability
● Kinetic data
● Links & Literature References
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 20The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information system on Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
Data categories
● Enzymes (module B1)
● Classification and Nomenclature
● Reaction & Specificity
● Enzyme Structure
● Isolation & Preparation
● Stability
● Kinetic data
● Links & Literature References
● Metabolites/Ligands (module B4)
● Nomenclature
● Structure
● Role
● Occurrence/concentration
Scope and contentIntroduction to BRENDA
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 21The Enzyme Information System BRENDA
Biochemical and molecular properties of enzymes stored in BRENDA:
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 22The Enzyme Information System BRENDA
Introduction to BRENDA
BRENDA 2011_1 (entry/organism/reference relationships)
Nomenclature Enzyme Structure Reaction & Specificity
EC-Number 5258 Molecular Weight 34477 Substrates/Products 304941
Enzyme Names 78724 Subunits 32010 Inhibitors 180218
Common Name 5258 6121 Cofactors 23365
Systematic Name 4071 Functional Parameters Metals/Ions 37048
Synonyms 108875 Km Value 114610 Activating Compounds 27528
Isolation & Preparation Ki Value 30178 References
Purification 36441 IC50 29370 References 152735
Cloned 33085 pI Value 3790 Application & Engineering
Renatured 993 Turnover Number 44479 Application 14084
Crystallization 8266 2668 Engineering 52946
Stability Specific Activity 45062 Organism-releated information
pH stability 6088 pH Optimum 37637 Organism 425676
Temp. Stability 17133 pH Range 8774 Source Tissue 79701
General Stability 7372 Temperature Optimum 23095 Localization 28521
Org. Solv. Stability 1259 Temperature Range 3411
Oxidation Stability 690
Storage Stability 10095
Posttranslational Modifications
kcat/Km NEW
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 23The Enzyme Information System BRENDA
Introduction to BRENDA
Most comprehensive information systems on● Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
● Enzyme ligand data, e.g. → catalyzed reactions → enzyme ligands
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 24The Enzyme Information System BRENDA
Introduction to BRENDA
of enzyme-catalyzed reactions
of enzymes
Most comprehensive information systems on● Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
● Enzyme ligand data, e.g. → catalyzed reactions → enzyme ligands
substratesproductscofactors
activatorsinhibitors
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 25The Enzyme Information System BRENDA
Introduction to BRENDA
of enzyme-catalyzed reactions
of enzymes
Most comprehensive information systems on● Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
● Enzyme ligand data, e.g. → catalyzed reactions > 10,000 → enzyme ligands >100,000
substratesproductscofactors
activatorsinhibitors
Explore enzyme-ligandInteractions inModule B4
Scope and content
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 26The Enzyme Information System BRENDA
Introduction to BRENDA
of enzyme-catalyzed reactions
of enzymes
Most comprehensive information systems on● Enzymes > 1,000,000 different enzymes > 65,000 manually curated
5,300 EC numbers
● Enzyme ligand data, e.g. → catalyzed reactions > 10,000 → enzyme ligands >100,000
substratesproductscofactors
activatorsinhibitors
Data sources & updates
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 27The Enzyme Information System BRENDA
Introduction to BRENDA
Updates of BRENDA
Frequency:
- normally every six months (January and July)
1) Data content:
- Ensure that the web-accessible database contains latest data
- Inclusion of new types of information (e.g. textmining data)
2) Query engine and web interface:
- Integration of new features
Data sources & updates
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 28The Enzyme Information System BRENDA
Manually curatedBRENDA data
Introduction to BRENDA
External databases & ontologies
UniRef
UniProt
EMBLGenomes
IntEnzIUBMB
KEGG NCBITaxonomy Tree
ChEBIPDB
> 40 OntologiesBRENDA Tissue Ontology, Gene Ontology, ...
Manually curatedBRENDA data
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 29The Enzyme Information System BRENDA
Data sources & updatesIntroduction to BRENDA
Manually curatedBRENDA data
External databases & ontologies
UniRef
UniProt
KEGG PDB ChEBI EMBLGenomes
> 40 OntologiesBRENDA Tissue Ontology, Gene Ontology, ...
IntEnzIUBMB
NCBITaxonomy Tree
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 30The Enzyme Information System BRENDA
Data sources & updatesIntroduction to BRENDA
Merge and process data- Prediction of protein domains (e.g. membrane helices)- Structure-based recognition of ligand synonyms (via Inchis)- Draw molecule pictures- Compute fingerprints for substructure search- Complete Pubmed references
Manually curatedBRENDA data
External databases & ontologies
UniRef
UniProt
KEGG PDB ChEBI EMBLGenomes
> 40 OntologiesBRENDA Tissue Ontology, Gene Ontology, ...
IntEnzIUBMB
NCBITaxonomy Tree
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 31The Enzyme Information System BRENDA
Data sources & updatesIntroduction to BRENDA
Cooccurrence-basedTextmining approach
Merge and process data- Prediction of protein domains (e.g. membrane helices)- Structure-based recognition of ligand synonyms (via Inchis)- Draw molecule pictures- Compute fingerprints for substructure search- Complete Pubmed references
Introduction to BRENDA
BRENDA on the Web
Access to BRENDA via
www.brenda-enzymes.org
BRENDA on the Web
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 33The Enzyme Information System BRENDA
Web usage:
~ 100,000 requests per day
2,000 - 5,000 visits per day
Introduction to BRENDA
BRENDA on the Web
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 34The Enzyme Information System BRENDA
How to explore the BRENDA data
● Quick Search for Enzymes● Avanced Enzyme Search
● Sequence Search● Genome Explorer
● Ontologies● Taxonomy Tree
● Search Enzyme Ligands
● Computer-based access
Introduction to BRENDA
module B1
module B2
module B3
module B4
module B5
Financial support to BRENDA by European Union projects FELICS and SLING is gratefully acknowledged.
This BRENDA training session was funded by the SLING project.
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspectsSept., 8th 2009 35The Enzyme Information System BRENDA
Acknowledgements
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 35The Enzyme Information System BRENDA
Acknowledgements
Team
Dietmar Schomburg (Supervision)
Ida Schomburg Andreas GroteAntje Chang Carola SöhngenMichael Rother Cornelia MunarettoJuliane Thiele Maurice Scheer
... the external annotators
March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 36The Enzyme Information System BRENDA