biouml integrated platform for building virtual cell and virtual physiological human fedor kolpakov...
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BioUML integrated platform for building
virtual cell and virtual physiological human
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ISB0100100010011101
ISB
Fedor Kolpakov
Institute of Systems Biology
Laboratory of Bioinformatics,Design Technological Institute of Digital Techniques
Novosibirsk, Russia
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BioUML platform• BioUML is an open source integrated platform for systems biology
that spans the comprehensive range of capabilities including access to databases with experimental data, tools for formalized description, visual modeling and analyses of complex biological systems.
• Due to scripts (R, JavaScript) and workflow support it provides powerful possibilities for analyses of high-throughput data.
• Plug-in based architecture (Eclipse run time from IBM is used) allows to add new functionality using plug-ins.
BioUML platform consists from 3 parts: • BioUML server – provides access to biological databases;• BioUML workbench – standalone application. • BioUML web edition – web interface based on AJAX technology;
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BioUML main features• Supports access to main biological databases:
– catalolgs: Ensembl, UniProt, ChEBI, GO…– pathways: KEGG, Reactome, EHMN, BioModels, SABIO-RK,
TRANSPATH, EndoNet, BMOND…• Supports main standards used in systems biology:
SBML, SBGN, CellML, BioPAX, OBO, PSI-MI…• database search:
– full text search using Lucene engine– graph search
• graph layout engine• visual modeling:
– simulation engine supports (ODE, DAE, hybrid,1D PDE);– composite models;– agent based modeling;– parameters fitting;
• genome browser (supports DAS protocol, tracks import/export);• data analyses and workflows – specialized plug-ins for microarray
analysis, integration with R/Bioconductor, JavaScript support, interactive script console.
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BioUML workbench
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BioUML web edition
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BioUML web edition
dedicated Amazon EC2 server:
http://79.125.109.165/bioumlweb
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Text search:
universal full text search engine based on Apache Lucene
technology
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Metaphor: biological systems reconstruction as solitaire (patience) game
Desk – BioUML editor
Solitaire – biological pathway
Cards – biological objects(genes, proteins, lipids, etc.)
Pack of cards – different biological databases
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Graph layout
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Visual modeling
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Pane: simulation
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Reports (templates)
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Parameters fitting
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Parameters fitting: main features• Experimental data – time courses or steady
states expressed as exact or relative values of substance concentrations
• Different optimization methods for analysis• Multi-experiments fitting• Constraint optimization• Local/global parameters• Parameters optimization using java script
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Parameters fitting – user interface
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Comparison with COPASI (10,000 simulations)
Method BioUML
(4 cores)
BioUML
(1 core)
COPASI
(1 core)
Evolutionary Programming – –
1 min 58,2sec
1 min 31,3 sec
1 min 16,6 sec
Particle swarm 7,1 sec
7,7 sec
6,9 sec
22,4 sec
15,3 sec
22,5 sec
1 min 32 sec
1 min 26,4 sec
1 min 07,1 sec
Stochastic
Ranking Evolution Strategy
7,5 sec
7,47 sec
6,9 sec
23,4 sec
23,5 sec
22,2 sec
1 min 25,0 sec
1 min 5,6 sec
1 min 8,8 sec
Cellular genetic algorithm
7,7 sec
7,5 sec
7,2 sec
25,5 sec
22,1 sec
20,8 sec
–
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Genome browser
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• uses AJAX and HTML5 <canvas> technologies• interactive - dragging, semantic zoom• tracks support
• Ensembl• DAS-servers• user-loaded BED/GFF/Wiggle files
Genome browser: main features
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Data analyses:
collaboration & reproducible research
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R world Java/BioUML world
JavaScript host objects allowsto merge R/Bioconductor and Java/BioUML worlds
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Analysis workflow
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Composite modelsPoster:
Modular Approach To Modeling Of The Apoptosis Machinery
Agent based modelingPoster:
Agent based modelling – plug-in for BioUML platform
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Composite model of apoptosis (286 species, 684 reactions)
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Bentele M, 2004
Neumann L, 2010
CD95L module and results of fitting its dynamics to
experimental data
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Agent based model of arterial hypertension (blood pressure regulation)
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October 10: Tutorial 3: BioUML – integrated platform for building virtual cell and virtual physiological human
October 12, 16.20-16.40, Parallel session:Fedor Kolpakov: Modular Approach To Modeling Of The Apoptosis Machinery
October 11-12, poster session• BioUML – Integrated Platform for Building Virtual Cell and Virtual Physiological Human• Modular Approach To Modeling Of The Apoptosis Machinery• The Optimization Plug-in For The BioUML Platform• Agent based modelling - plug-in for BioUML platform Numerical Analysis Of The Complex Model Of Human Cardio-Vascular System Using 1D Hemodynamic Model
Stand of geneXplain GmbH company
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AcknowledgementsPart of this work was partially supported by the grant:
European Committee grant №037590 “Net2Drug”European Committee grant №202272 “LipidomicNet”
Integration and interdisciplinary grants №16, 91 of SB RAS.
BioUML team Software developers BiologistsNikita Tolstyh Ilya Kiselev Ruslan Sharipov Tagir Valeev Elena Kutumova Ivan YevshinAnna Ryabova Alexey Shadrin