queensland facility for advanced bioinformatics188401/jeremy_barker_v1.pdf · breadth of skills and...
TRANSCRIPT
Jeremy BarkerChief Executive OfficerChief Executive Officer
Queensland Facility for Advanced Bioinformatics
QFAB Alliance
• ARC Centre of Excellence in Bioinformatics• University of Queensland• Institute for Molecular BioscienceInstitute for Molecular Bioscience• Australian e‐Health Research Centre • Queensland University of Technology • Griffith Universityy• QPI&F (Emerging Technologies)• National Computational Infrastructure (formally APAC)• Queensland Cyber Infrastructure Foundation
Supported by Queensland Smart State funding
2
Driving your research further
QFAB helps life science researchers unlock the full value of their research data by delivering the required experiencetheir research data by delivering the required experience, breadth of skills and data infrastructure through a dedicated bio/informatics node
Projects
Skills
QFABTools
Data
QFAB
Data
3
Driving your research further
What we do:
• Help life science researchers unlock the full value• Help life science researchers unlock the full value of their research data through the tailored application of bioinformaticspp
Jeremy Barker
DominiqueGMhairi
IT/GRIDS i li t
IT/GRID Infrastructure
Research & Support Research
BioinformaticsTools, Data & Skills
GorseMhairiMarshall
NickRhodes
MelissaDavis
SpecialistInfrastructure & Support Specialist CommunityDavid
Innes
DavidWoodAmanda
MatthewBryant
Pierre-AlainChaumeil
CasSimons
Ki A h
Anrug Nayak
WoodAmanda Miotto
Kim-Anh Le Cao
4
Systems Biology Platform
5
Platform Architecture
MetacoreIngenuitySRS R GenePatternMetacoreIngenuitySRS R GenePattern
Web
Workflow engine
QFAB
• 25 nodes• 200 cores• 200 cores• 16 - 32 GB/node• 25 TB storage
Mirror of PublicEBI NCBI QFAB
Databanks• UCSC• Ensembl
EBI, NCBI Web Services Customised
Web Services
The most comprehensive curatedThe most comprehensive curated
database of spider toxins
• Glenn King group • Collaborators• Glenn King group
– Tomas Miljenovic
– Volker Herzig
• Collaborators
– Robert Raven
– Quentin Kaas
– David Wilson
– Glenn King
– Pierre Escoubas
– Graham Nicholson
www.arachnoserver.org Photo courtesy of Bastian Rast
ArachnoServer
9
UCSC Genome Browser Mirror
ARC LIEF t l d bARC LIEF grant led by John Mattick and Mike Pheasant
10
• http://genome.qfab.org
• Updated every fortnight
UCSC Genome Browser Mirror
D di d f• Dedicated resources for partners – private data and compute power
UCSC Genome Browser Mirror
Koala Child Obesity
• Gary Leong– Paediatric endocrinologist at the Mater
Children’s Hospital
– Researcher at Institute for MolecularResearcher at Institute for Molecular Bioscience (IMB)
• Identifying biomarkers in children which indicate the propensity for the de elopment of obesit related illnessdevelopment of obesity related illness such as diabetes or heart disease
Data capture and integration
• WebsiteWebsite• Forms and database
for data captureCli i l th l– Clinical pathology
– Psychometric– Dietary– Behavioural– Human movement– Metabolites– MRI– Gene expression
14http://koala.imb.uq.edu.au
Secure infrastructure
• Dedicated serversDedicated servers
• De‐identified data
S• Secure access
15
Nuclear Receptors in Breast Cancer
Western Australian Institute for M di l R h
QFABProject Leader: Melissa Davis
ACBProfessor Mark Ragan
•Bioinformatics and systems biologyMedical Research
Professor Peter Leedman
Breast Cancer Tissue Microarray•miRNA assoc with cancer
•Bioinformatics and systems biology•Data integration
Western Australia
Queensland
Northern Territory Institute for Molecular BioscienceProfessor George Muscat
•Core facility containing multiple Applied Biosystems 7900HT qPCR instruments•Expression analysis (TLDA)
NewSouth Wales
South Australia
Westmead Millennium InstituteA/Professor Christine Clarke
Hanson InstituteDame Roma Mitchell Cancer Research
LaboratoriesProfessor Wayne Tilley
p y ( )
Victoria
Wales
ACT
A/Professor Christine Clarke
Prince Henry’s Institute
•Explant tissue culture of primary tumor cells•Image analysis and histopathology •Digital tumour imaging
•3D tissue culture•Illumina microarray analysis• Tissue bankPrince Henry s Institute
Professor John FunderProfessor Peter Fuller
Professor Evan SimpsonTasmania
Australian Regenerative Medicine Institute (ARMI)Prof Nadia Rosenthal•Core facility containing Applied
Tissue bank
•Generation of genetically modified mice•Access to EMBL mice including international consortia
Prof Nadia Rosenthaly g ppBiosystems 7900HT qPCR and DNA sequencing•Micro RNA analyses
Biomarkers and drug targets discovery
Clinical specimens
Determine cohorts
QFAB support31
1. Data management & integration
Preliminary Experimental Data
TLDA Expression profiling
Public dataExpression array data
Literature4. Data mirrors & Sys. Biology Tools
5 Pathway and network analysis
2. Support of interpretation & analysis
3. Biostatistics
p p gRTPCR validation
Interpretation & analysis
Molecular interaction data4
5. Pathway and network analysis
5231
1
Additional Data sources:Functional annotation,
miRNA data, Human-mouse
Identification of regulated pathways & candidates 4
5
Clinical Outcomes
Proposed treatments for underserved patients with
currently untreatable breasthomology, etc.Inference
“Drivers” vs “Bystanders”
4 5 currently untreatable breast cancer subtypes
3
Experimental Data
Expression in normal cells Expression in target cells
Target Validation
Mouse KO & disease models
Prioritisation
Candidate “Drivers”
522
331
Targeted Validation Tissue Microarrays
4 52 31Target selection
Plone DemoARCHER Project – Prof Ian Atkinson
at James Cook University
18
Plone Demohttp://plone.jcu.edu.au/qfab
y
2 ‐ Informatics support
19
Network modelling
The Pregnane X receptor (PXR) network
Shapes = Classes of proteins
Colour = Differential gene expression between 2 cohorts
QFAB Future Directions
21
NCI ‐ SF
National Computational Infrastructure – Specialised Facility
Townsville
Partners:
B i b
TownsvilleQPSF
QFAB
A t li R h BrisbaneQCIF
PerthCanberra S dne
Adelaide
SAPAC
NCI SF
Australian Research Community
IVECCanberra
NCISydney
AC3
MelbourneVEPACVEPAC
HobartTPAC
HPC and QFAB
National Computational Infrastructure (NCI) Specialised Facility in Bioinformatics
The NCI specialised facility will provide high performance computing for Australian researchers tuned specifically for the needs of bioinformatics research
• Access to 1000’s of CPUs
• “Fat” nodes with up to 500Gb of memory
• Local access to large public data sets
• Wide range of commonly used bioinformatics tools
• Available early 2010y
The Chemical Biology Platform
MetadrugMOESystems Biology Platform
Workflow engine
PubM
PrivateBioinformatics
Cheminformatics
PubMed
Private
Chemical Biology
Services Services
PublicQFAB and Public
Shared
Chemical Biology Repository
PublicDatabanks
QFAB and Public Services
Network Analysis Experimental Data
Combining Genomics, proteomics, metabolomics and cheminformatics
yInterconnecting compound/metabolites
with their predicted targets andother associated network objects.
pImport and overlay
any experimental dataCompound
Predicted
Chemical properties, QSAR, etc…
DB SimilarityDB SimilaritySearchSearch
Similar DB
Metabolites
Compounds
Lists of Targets (genes/proteins)Lists of Targets (genes/proteins)for the input molecule and for metabolites
Based on the known targetsfor the Similar Compounds
Functional Enrichment AnalysisBased on the Predicted Targets:
-Drug target networks-Toxicity networks
-Canonical Pathway Maps-Process networks-Disease Networks
Predicted Primary and Secondary Effects of a Compound of interestPredicted Primary and Secondary Effects of a Compound of interest
Summary
• We pride ourselves in developing tailoredWe pride ourselves in developing tailored bioinformatics solutions to meet research needs
– Enable collaboration between scientists within disparate research areas
– Enable reasoning across data sources
– Develop workflows for easy and efficient data iprocessing
– Provide scalable infrastructures to meet future growthgrowth
26
Contacts
Jeremy Barker
Chief Executive Officer
(07) 3346 2611
Dominique Gorse
Technical Manager
d gorse@qfab org
htt // f b
(07) 3346 2624
http://qfab.org
27