insilicocell : an integrated platform for biological model development and analysis

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insilicoCell: an integrated platform for biological model development and analysis Thai Quang Tung Korea Institute of Science and Technology Information (KISTI)

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insilicoCell : an integrated platform for biological model development and analysis. Thai Quang Tung Korea Institute of Science and Technology Information (KISTI). Dept . of Cyber environment, KISTI. Development of Next-Generation Cyber Research Environment - PowerPoint PPT Presentation

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Page 1: insilicoCell : an integrated platform for biological model development and analysis

insilicoCell: an integrated platform for biological model development and analysisThai Quang TungKorea Institute of Science and Technology Information (KISTI)

Page 2: insilicoCell : an integrated platform for biological model development and analysis

Dept. of Cyber environment, KISTI• Development of Next-Generation Cyber Research

Environment• Development of an Advanced Science Education

Hub• Development of Science Cloud Technology

Page 3: insilicoCell : an integrated platform for biological model development and analysis

System biology•System biology aims at a (sub)system

level understanding of biological process and networks

Page 4: insilicoCell : an integrated platform for biological model development and analysis

System biology•Target systems: organisms, organs,

tissues, signaling networks (molecular level)

Page 5: insilicoCell : an integrated platform for biological model development and analysis

Why modeling?•Comprehend information•Reduce complexity, help understanding

real systems•Explain biological phenomena•Virtual laboratory•Generating new hypotheses•Design new experiments

Page 6: insilicoCell : an integrated platform for biological model development and analysis

Modeling process

Page 7: insilicoCell : an integrated platform for biological model development and analysis

What computer can help?• Knowledge management

▫Search literature database (PubMed) for system interactions

▫Search gene/protein database for specific gene/protein functions

• Computer simulation tools▫Validate the model▫Edit/create models

• Dynamical analysis tools▫Parameter estimation▫Sensitivity analysis▫Bifurcation analysis

Page 8: insilicoCell : an integrated platform for biological model development and analysis

insilicoCell• System biologists need:

▫ multiple tools, some are complex to used (command line)▫ literature, database searching

• Tools are developed for desktop environment

Systems biology workbench

Biological system modelers

Interaction, reaction databaseKinetic parameter databaseBiological model database

SBML editor

Time-course simulationLocal sensitivity analysis

Model converter

Parameter estimationGlobal sensitivity analysis, robustness analysisBifurcation analysis

• insilicoCell brings:▫ Integration▫ Intuitive GUI▫ High performance computing

Page 9: insilicoCell : an integrated platform for biological model development and analysis

System architecture

Page 10: insilicoCell : an integrated platform for biological model development and analysis

Computational engine

Page 11: insilicoCell : an integrated platform for biological model development and analysis

ezBioNet GUI

Page 12: insilicoCell : an integrated platform for biological model development and analysis

Demo