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The BRENDA Enzyme Information System 1 The Enzyme Information System BRENDA BRENDA Training

The BRENDA Enzyme Information System

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Page 1: The BRENDA Enzyme Information System

The BRENDA Enzyme Information System

1The Enzyme Information System BRENDA

BRENDA Training

Page 2: The BRENDA Enzyme Information System

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

Page 3: The BRENDA Enzyme Information System

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

Page 4: The BRENDA Enzyme Information System

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

Page 5: The BRENDA Enzyme Information System

5The Enzyme Information System BRENDA

Module B0Introduction to BRENDA● History, scope and content● Data sources and updates● BRENDA on the web

Introduction to BRENDA

Page 6: The BRENDA Enzyme Information System

History

March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 6The Enzyme Information System BRENDA

A short history of BRENDA

Introduction to BRENDA

Page 7: The BRENDA Enzyme Information System

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

Page 8: The BRENDA Enzyme Information System

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

Page 9: The BRENDA Enzyme Information System

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

Page 10: The BRENDA Enzyme Information System

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

Page 11: The BRENDA Enzyme Information System

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

Page 12: The BRENDA Enzyme Information System

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

Page 13: The BRENDA Enzyme Information System

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

Page 14: The BRENDA Enzyme Information System

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

Page 15: The BRENDA Enzyme Information System

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)

Page 16: The BRENDA Enzyme Information System

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

Page 17: The BRENDA Enzyme Information System

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

Page 18: The BRENDA Enzyme Information System

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

Page 19: The BRENDA Enzyme Information System

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

Page 20: The BRENDA Enzyme Information System

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

Page 21: The BRENDA Enzyme Information System

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:

Page 22: The BRENDA Enzyme Information System

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

Page 23: The BRENDA Enzyme Information System

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

Page 24: The BRENDA Enzyme Information System

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

Page 25: The BRENDA Enzyme Information System

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

Page 26: The BRENDA Enzyme Information System

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

Page 27: The BRENDA Enzyme Information System

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

Page 28: The BRENDA Enzyme Information System

Data sources & updates

March, 2nd 2009 4BRENDA - Technical and bioinformatical aspects 28The Enzyme Information System BRENDA

Manually curatedBRENDA data

Introduction to BRENDA

Page 29: The BRENDA Enzyme Information System

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

Page 30: The BRENDA Enzyme Information System

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

Page 31: The BRENDA Enzyme Information System

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

Page 32: The BRENDA Enzyme Information System

Introduction to BRENDA

BRENDA on the Web

Access to BRENDA via

www.brenda-enzymes.org

Page 33: The BRENDA Enzyme Information System

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

Page 34: The BRENDA Enzyme Information System

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

Page 35: The BRENDA Enzyme Information System

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

Page 36: The BRENDA Enzyme Information System

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