miamexpress and the development of annotation ontologies for gene expression experiments
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MIAMExpress and the development of annotation ontologies for gene expression experiments Ele Holloway Microarray Informatics European Bioinformatics Institute. Microarrays and Data Mining 10 th -11 th December 2002. Outline. Capturing information Ontologies MIAMExpress. - PowerPoint PPT PresentationTRANSCRIPT
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MIAMExpress and the development of annotation
ontologies for gene expression experiments
Ele Holloway
Microarray Informatics
European Bioinformatics InstituteMicroarrays and Data Mining 10th-11th December 2002
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Outline
Capturing information
Ontologies
MIAMExpress
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Capturing information
Lab book – only useful for the individual
Annotate in a controlled way
Submit information to a database / LIMS
Need information understandable by all
Allows easy retrieval
Available to other researchers
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What is an ontology?
A kind of controlled vocabulary (CV) expressed in a structured way.
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Components of an ontology
Class
Instance
Has a definition and a relationship to other classes (is-a, part-of, kind-of).
Terms that are contained within a class.
= container for information.
e.g. An exon is part of a gene
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An ontology – what can it do?
Captures knowledge
Shared understanding
Structure enriches CV
Computer ‘readable’
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Why do we need an ontology for the database?
To help users annotate their data usefully and easily
To perform structured queries
To accurately compare data
To avoid problems with free text searching
To avoid excessive curation workload in future
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Annotation
Data mining
Controlled vocabulary
Free text
Database
Natural language processing
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Standards and Ontologiesfor Functional Genomics
Aim: To bring together scientists (biologists and bioinformaticians) developing standards and ontologies
17 – 20th November 2002Hinxton
http://www.ebi.ac.uk/SOFG
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Examples of ontologies and CVs
MGED Ontology
– For describing samples used in microarray experiments
– Gene Ontology
– Edinburgh Mouse Atlas Project
– Drosophila genome database
NCBI Taxonomy
GO
EMAP
FlyBase
- All organisms represented in the genetic databases
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Infrastructure
EBI
ExpressionProfiler
Externalbioinformatics
databases
www
Submissions
Queries
www
Dataanalysis
www
MAGE-ML
Local MIAMExpressinstallations
Arraymanufacturers
LIMSData
pip
elin
es
ArrayExpress(Oracle)
Othermicroarraydatabases
Data analysissoftware
Microarraysoftware
MA
GE-M
L im
port
/exp
ort
MIAMExpress
MAGE-ML
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MIAME requirements
Experimental design
Array design
Samples
Measurements
Normalization controls
Hybridizations
Nature Genetics 29(4): 365-371
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External links
Normalization Data
ArrayHybridizationSample
Experiment
6 parts of a microarray experiment
MEDLINE
Publicationdetails
MGED
Experimentdetails
NCBItaxonomy
CAS/Merck
EMAP
Mousestage
Species
Chemicalcompd.
EMBL
Geneacc. no.
Genename
GO
Genew
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MGED Ontology
Community effort
Supports efforts of MAGE
- MGED Society
Describes the parts of a microarray experiment
References out to external ontologies
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MGED Ontology
Structured in DAML+OIL using OilEd 3.4
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MIAMExpress
Submission and annotation toolBased on MIAME concepts
Array, Experiment and Protocol submissions
Perl-CGI, MySQL database
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Login
New/Pending Experiment
Combined Experiment Data
Submit
Sample 1 Sample 2 Sample 3 Sample 4
Extracts 1….n Extracts 1….n Extracts 1….n Extracts 1….nE1 E1 E1 E1E2 E2 E2 E2En En En En
LE LE LE LE LE LE LE LE LE LELE LE
HybridizationsArray1 Array2 Array3 Arrayn
Data1 Data2 Data3 Datan
Lab. Extr. 1….n Lab. Extr. 1….n Lab. Extr. 1….nLab. Extr. 1….n
Image analysis protocol
Transformation protocol
Sample protocol
Hybridization protocol
Extraction protocol
Labeling protocol
Scanning protocol
Submission process
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http://www.ebi.ac.uk/miamexpress
Tour of MIAMExpress
Login +Password
Multi-user environment
Control over data access
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Login
New/Pending Experiment
Sample 1 Sample 2 Sample 3 Sample 4
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Login
New/Pending Experiment
Sample 1 Sample 2 Sample 3 Sample 4
Extracts 1….n Extracts 1….n Extracts 1….n Extracts 1….nE1 E1 E1 E1E2 E2 E2 E2En En En En
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Login
New/Pending Experiment
Sample 1 Sample 2 Sample 3 Sample 4
Extracts 1….n Extracts 1….n Extracts 1….n Extracts 1….nE1 E1 E1 E1E2 E2 E2 E2En En En En
LE LE LE LE LE LE LE LE LE LELE LELab. Extr. 1….n Lab. Extr. 1….n Lab. Extr. 1….nLab. Extr. 1….n
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Login
New/Pending Experiment
Sample 1 Sample 2 Sample 3 Sample 4
Extracts 1….n Extracts 1….n Extracts 1….n Extracts 1….nE1 E1 E1 E1E2 E2 E2 E2En En En En
LE LE LE LE LE LE LE LE LE LELE LELab. Extr. 1….n Lab. Extr. 1….n Lab. Extr. 1….nLab. Extr. 1….n
HybridizationsArray1 Array2 Array3 Arrayn
Data1 Data2 Data3 Datan
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Submission successful
Curation
Export of MAGE-ML
Loading to ArrayExpress
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ArrayExpress
MIAMExpress
RADMAGE-ML data exchange
Ontology instances propagated to
submission/annotation web forms
Curation of user defined terms, before inclusion in the ontology
User defined terms collected via forms
MGED Ontology
BiomaterialDescription
SexC
C
C
C Genderdocumentation: Subclass of sex applicable to heterogametic species (i.e., those in which the sexes produce gametes of markedly different size). Males produce small numerous gametes. Females produce small numbers of large gametes. Hermaphrodites are individuals with both male and female characteristics. Mixed refers to a population of individuals with more than one type of gender.
used in individuals: female,hermaphrodite,male,mixed_sex,unknown_sex
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ResourcesMicroarray Informatics Group
http://www.ebi.ac.uk/microarray/
MIAMExpress
http://www.ebi.ac.uk/miamexpress/
MGED Ontology Working Group
http://mged.sourceforge.net/ontologies/
Sourceforge
http://sourceforge.net/
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Acknowledgements
ArrayExpressUgis SarkansGonzalo GarciaAhmet OezcimenAnjan Sharma
Curation
Helen Parkinson
Gaurab Mukherjee
Philippe Rocca-Serra
Susanna Sansone
MIAMExpress
Mohammad Shojatalab
Niran Abeygunawardena
Sergio Contrino
Alvis Brazma
MGED OntologyChris Stoeckert(U. Penn)
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GO
http://www.geneontology.org
EMAP
http://genex.hgu.mrc.ac.uk/
FlyBase
http://flybase.bio.indiana.edu/
NCBI Taxonomy
http://www.ncbi.nlm.nih.gov/Taxonomy/taxonomyhome.html/