Simulating genes operation and interaction Rekubratsky V.A., Korotkova M.A. Cetre Bioengineering RAS Moscow Physical Engineering Institure (State University) - презентация

1 Simulating genes operation and interaction Rekubratsky V.A., Korotkova M.A. Cetre Bioengineering RAS Moscow Physical Engineering Institure (State University)

2 1. Introducing into the area of interest

3 3 Basic concepts 1.Gene 2.Gene operation 3.Genes interaction 4.Gene network 5.Gene network representation

4 4 1. Gene Hereditary (inheritance) information unit Defines every organism development What does genes operation mean?

5 5 2. Gene operation (gene activity) Responsible for producing its special protein Protein amount is the characteristic that can be measured Production rate varies from cell to cell What does it depend on?

6 6 3. Genes interaction Some proteins can have positive or negative influence on production rates of other proteins This is the way genes can interact with each other May occur within one cell or throughout a part of organism

7 7 4. Gene network System of gene interactions Usually represented by a directed graph: –Vertices represent genes –Arcs represent interaction facts

8 8 5. Gene network representation gene B activates gene A (positive interaction) gene B suppresses gene A (negative interaction) Real network exampleElementary interactions

9 9 Importance of study

10 2. Problem statement

11 11 Problems of gene network representation No dynamics No cell localization of interaction processes Hard to test Hard to verify conformity with experimental data

12 12 Computer simulation system to be designed: Simulates genes operation and interaction in a multicellular organism basing on gene network graph Thus verifies conformity with experimental data

13 13 Computer simulation system to be designed: Takes cell localization of interaction processes into consideration Enables explicit manipulation of gene operation

14 3. Simulation system

15 15 Levels of abstraction

16 16 Gene model Outer state – amount of protein Inner state – protein generation ability Speed of protein degradation (gradual decrease of protein amount) Block flag – to manipulate gene operation explicitly

17 17 Universal mechanism of describing both vital activity and interaction processes Interaction rules

18 18 Cell group structure Systems main orientation is simulation of plant development

19 19 Cell group structure Hemisphere structure is an approximation to plants cell group giving birth to the whole upper part of plant

20 20 Cell group structure However, the structure can be used for simulation of many other vital processes in different organisms

21 21 Simulation flow Step-by-step Each step corresponds to one cell group state: –cell group structure –cell parameters –gene parameters

22 4. Program implementation

23 23 Operation steps

24 24 Interface tendencies Simplification: –Network creation similar to common drawing –Use of algebraic notation in interaction rule expressions Visual aids –3D model of cell structure –Graphical indication of simulation flow details –Graphs for cell and gene parameters

25 25 Extensibility Multilevel architecture Use of design patterns Cross platform –OpenGL –MFC => wxWidgets –Program core (most part of code) is platform- independent

26 5. Test results

27 27 Cell growth and division

28 28 Gene interaction loop with negative feedback

29 29 Genetic control of stem growth of Arabidopsis thaliana plant

30 30 HCV (hepatitis C virus) development and cell infection

31 6. Novelty

32 32 System advantages comparing to analogs For gene network simulation : –takes cell localization of interaction processes into consideration For all-purpose simulation: –a simpler interface, does not demand programming skills from a user

33 7. Conclusions

34 34 System demonstrates: Adequacy to simulate gene network operation in multicellular structures Universality to describe large variety of cell interaction and vital activity processes

35 35 Perspectives and plans Development of approaches and algorithms to solve inverse problem Transformation into totally cross-platform system Further interface simplification

36 The work is supported by Science & Technology International Park Technopark in Moskvorechje along with UMNIK program

37 Thank you for your attention