Construction of a Mathematical Model of a Cell as a Challenge for - - PowerPoint PPT Presentation

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Construction of a Mathematical Model of a Cell as a Challenge for - - PowerPoint PPT Presentation

Enabling Grids for E-sciencE Construction of a Mathematical Model of a Cell as a Challenge for Science in the 21 Century and EGEE Project Victor Lakhno Institute of Mathematical Problems of Biology RAS EGEE User Forum CERN, 01-03.03.2006


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INFSO-RI-508833

Enabling Grids for E-sciencE

www.eu-egee.org

Construction of a Mathematical Model of a Cell as a Challenge for Science in the 21 Century and EGEE Project

Victor Lakhno

Institute of Mathematical Problems of Biology RAS EGEE User Forum CERN, 01-03.03.2006

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EGEE User Forum, CERN, 01-03.03.2006 2

Enabling Grids for E-sciencE

INFSO-RI-508833

www.mathcell.ru

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EGEE User Forum, CERN, 01-03.03.2006 3

Enabling Grids for E-sciencE

INFSO-RI-508833

The project "MATHEMATICAL CELL" is directed on creation of the multipurpose environment for studies in biology of a living cell by integration of mathematical models, resources in bioinformatics, and computational facilities. It will help to produce a new knowledge about a living cell, as self-consistent dynamic system. The project is carried out by the Institute

  • f Mathematical Problems of Biology

in frames of the EGEE project. It leads to the gradual deployment of new applications in computational biology

  • n EGEE infrastructure.

About the project

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EGEE User Forum, CERN, 01-03.03.2006 4

Enabling Grids for E-sciencE

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3D model of the cell

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EGEE User Forum, CERN, 01-03.03.2006 5

Enabling Grids for E-sciencE

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ENCYCLOPAEDIA

Encyclopedia

physical and mathematical knowledge biological knowledge

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EGEE User Forum, CERN, 01-03.03.2006 6

Enabling Grids for E-sciencE

INFSO-RI-508833

Links

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EGEE User Forum, CERN, 01-03.03.2006 7

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Library of mathematical models

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EGEE User Forum, CERN, 01-03.03.2006 8

Enabling Grids for E-sciencE

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Сharge transfer in DNA

In order to estimate the average value of macroscopic physical parameters

  • ne has to calculate the large number of realizations.
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EGEE User Forum, CERN, 01-03.03.2006 9

Enabling Grids for E-sciencE

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Charge transfer in mytochondrion membrane

Cytochrom C Ubiquinon Membrane Protein complexes, built in a membrane

Simulation models

Real mytochondrion membrane

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EGEE User Forum, CERN, 01-03.03.2006 10

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Cellular metabolism

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EGEE User Forum, CERN, 01-03.03.2006 11

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Mathematical modeling of cell metabolism

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EGEE User Forum, CERN, 01-03.03.2006 12

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Future development of MathCell

In the near future IMPB RAS is planning to deploy in EGEE a software tool to calculate a charge transfer on inner membranes of some compartments of eukaryotic cells (mitochondria and chloroplasts) through direct simulation of charge transfer with regard to the detailed structure of biomembranes containing various molecular

  • complexes. Next on the agenda is a software tool to calculate

metabolic reaction pathways in compartments of a cell as well as the dynamics of gene networks. Further development of the MathCell project implies integration of individual components of the model into an integrated program system which would enable modeling of cell processes at all levels – from microscopic to macroscopic scales and from picoseconds to the scales comparable with the cell lifetime. Such modeling will naturally require combining of computational and commutation resources provided by EGEE project and their merging into an integrated computational medium.