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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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Page 1: InsilicoCell: an integrated platform for biological model development and analysis Thai Quang Tung Korea Institute of Science and Technology Information

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 Thai Quang Tung Korea Institute of Science and Technology Information

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 Thai Quang Tung Korea Institute of Science and Technology Information

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 Thai Quang Tung Korea Institute of Science and Technology Information

System biology•Target systems: organisms, organs,

tissues, signaling networks (molecular level)

Page 5: InsilicoCell: an integrated platform for biological model development and analysis Thai Quang Tung Korea Institute of Science and Technology Information

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 Thai Quang Tung Korea Institute of Science and Technology Information

Modeling process

Page 7: InsilicoCell: an integrated platform for biological model development and analysis Thai Quang Tung Korea Institute of Science and Technology Information

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 Thai Quang Tung Korea Institute of Science and Technology Information

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 Thai Quang Tung Korea Institute of Science and Technology Information

System architecture

Page 10: InsilicoCell: an integrated platform for biological model development and analysis Thai Quang Tung Korea Institute of Science and Technology Information

Computational engine

Page 11: InsilicoCell: an integrated platform for biological model development and analysis Thai Quang Tung Korea Institute of Science and Technology Information

ezBioNet GUI

Page 12: InsilicoCell: an integrated platform for biological model development and analysis Thai Quang Tung Korea Institute of Science and Technology Information

Demo