simulating a gene regulatory network (grn)

54
Simulating A Gene Regulatory Network (GRN) A Delay Flip-Flop Implementation

Upload: frye

Post on 23-Feb-2016

43 views

Category:

Documents


1 download

DESCRIPTION

Simulating A Gene Regulatory Network (GRN). A Delay Flip-Flop Implementation. Outline. Simulation Hill Equation Michaelis-Menten BioD Results. Outline. Simulation Hill Equation Michaelis-Menten BioD Results. Simulation. Why do we simulate ?. Simulation. Cost effective Fast - PowerPoint PPT Presentation

TRANSCRIPT

Page 1: Simulating A Gene Regulatory Network (GRN)

Simulating A Gene Regulatory Network (GRN)

A Delay Flip-Flop Implementation

Page 2: Simulating A Gene Regulatory Network (GRN)

2

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 3: Simulating A Gene Regulatory Network (GRN)

3

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 4: Simulating A Gene Regulatory Network (GRN)

4

Simulation

Why do we simulate ?

Page 5: Simulating A Gene Regulatory Network (GRN)

5

Simulation Cost effective Fast Proven method

An “analytic” model is appropriate when mathematics can be used to find the exact (deterministic) or probable (stochastic) values of the measures of performance.

We cannot test

Page 6: Simulating A Gene Regulatory Network (GRN)

6

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 7: Simulating A Gene Regulatory Network (GRN)

7

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 8: Simulating A Gene Regulatory Network (GRN)

8

Hill Equation

Page 9: Simulating A Gene Regulatory Network (GRN)

9

Hill Equation

ndegradatio

R from inhibition

tion transcripmax.

][][1

1.][ mX

KRdt

mXdmXn

R

Q R

Page 10: Simulating A Gene Regulatory Network (GRN)

10

Hill Equation

ndegradatio

R from inhibition

leakagetion transcripmax.

][][1

1.1.][ mX

KR

aadtmXd

mXn

R

Q R

Page 11: Simulating A Gene Regulatory Network (GRN)

11

Hill Equation

ndegradatio

R2 from inhibition

2

R1 from inhibition

1

leakagetion transcripmax.

][]2[1

1.]1[1

1.1.][21

mX

KR

KR

aadtmXd

mXn

R

n

R

Q RR

Page 12: Simulating A Gene Regulatory Network (GRN)

12

Hill Equation

ndegradatio

A from activationR from inhibition

leakagetion transcripmax.

][][1

][

.][1

1.1.][ mX

KA

KA

KR

aadtmXd

mXn

A

n

An

R

Q A

A

R

Page 13: Simulating A Gene Regulatory Network (GRN)

13

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 14: Simulating A Gene Regulatory Network (GRN)

14

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 15: Simulating A Gene Regulatory Network (GRN)

15

Michaelis-Menten

http://en.wikipedia.org/wiki/Enzyme_kinetics

Page 16: Simulating A Gene Regulatory Network (GRN)

16

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 17: Simulating A Gene Regulatory Network (GRN)

17

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 18: Simulating A Gene Regulatory Network (GRN)

18

BioD

Page 19: Simulating A Gene Regulatory Network (GRN)

19

BioD

][]4[1

][4

4

1 mCIcr

KGaldt

mCIcrdmCIcrn

Gal

Gal

Page 20: Simulating A Gene Regulatory Network (GRN)

20

BioD

][][1

][

.][1

1.][1

][ mCI

KOmpR

KOmpR

KOmpRP

KCIIdt

mCIdmCIn

OmpR

n

OmpRn

OmpRP

n

CII

ompf

OmpR

OmpR

OmpRPCII

Page 21: Simulating A Gene Regulatory Network (GRN)

21

BioD

OmpR

OmpR

OmpRPCI n

OmpR

n

OmpRn

OmpRP

n

CI

ompf

KOmpR

KOmpR

KOmpRP

KCIdt

mCIId

][1

][

.][1

1.][1

][

Page 22: Simulating A Gene Regulatory Network (GRN)

22

BioD

][][1

][ 2 mCII

KCIdt

mCIIdmCIIn

CI

CI

Page 23: Simulating A Gene Regulatory Network (GRN)

23

BioD

][][3 mOmpR

dtmOmpRd

mOmpR

Page 24: Simulating A Gene Regulatory Network (GRN)

24

BioD

]4[][1

][

.][1

1.][1

]4[4 mGal

KOmpR

KOmpR

KOmpRP

KCIdt

mGaldmGaln

OmpR

n

OmpRn

OmpRP

n

CI

ompf

OmpR

OmpR

OmpRPCI

Page 25: Simulating A Gene Regulatory Network (GRN)

25

BioD

OmpR

OmpR

OmpRPCI n

OmpR

n

OmpRn

OmpRP

n

CI

ompf

KOmpR

KOmpR

KOmpRP

KCIdt

mTetRd

][1

][

.][1

1.][1

][

Page 26: Simulating A Gene Regulatory Network (GRN)

26

BioD

][][1

][ 6 mTetR

KLacIdt

mTetRdmTetRn

LacI

LacI

Page 27: Simulating A Gene Regulatory Network (GRN)

27

BioD

OmpR

OmpR

OmpRPCII n

OmpR

n

OmpRn

OmpRP

n

CII

ompf

KOmpR

KOmpR

KOmpRP

KCIIdt

mLacId

][1

][

.][1

1.][1

][

Page 28: Simulating A Gene Regulatory Network (GRN)

28

BioD

][][1

][ 7 mLacI

KTetRdt

mLacIdmLacIn

TetR

TetR

Page 29: Simulating A Gene Regulatory Network (GRN)

29

BioD

].[].[][ CIImCIIdtCIId

CIICII

Page 30: Simulating A Gene Regulatory Network (GRN)

30

BioD

].[].[][ CImCIdtCId

CICI

Page 31: Simulating A Gene Regulatory Network (GRN)

31

].[].[]].[12[.][

12

CImCIKmCIcrtaR

dtCId

CICItaR

CI

BioD

Page 32: Simulating A Gene Regulatory Network (GRN)

32

Law of Mass Action

Page 33: Simulating A Gene Regulatory Network (GRN)

33

].[].[]].[12[.][

12

CImCIKmCIcrtaR

dtCId

CICItaR

CI

BioD

Page 34: Simulating A Gene Regulatory Network (GRN)

34

BioD

].[].[][ OmpRmOmpRdtOmpRd

OmpROmpR

Page 35: Simulating A Gene Regulatory Network (GRN)

35

BioD

][]).[1.(

].[][OmpRkOmpRLV

OmpRPVdtOmpRd

phos

phosdePhos

Page 36: Simulating A Gene Regulatory Network (GRN)

36

BioD

].[].[][

]).[1.(][ OmpRPOmpRPVOmpRkOmpRLV

dtOmpRPd

OmpRPdePhosphos

phos

Page 37: Simulating A Gene Regulatory Network (GRN)

37

BioD

]4.[]4.[]4[44 GalmGal

dtGald

GalGal

Page 38: Simulating A Gene Regulatory Network (GRN)

38

BioD

].[].[][ TetRmTetRdtTetRd

TetRTetR

Page 39: Simulating A Gene Regulatory Network (GRN)

39

BioD

].[].[][ LacImLacIdtLacId

LacILacI

Page 40: Simulating A Gene Regulatory Network (GRN)

40

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 41: Simulating A Gene Regulatory Network (GRN)

41

Outline Simulation Hill Equation Michaelis-Menten BioD Results

Page 42: Simulating A Gene Regulatory Network (GRN)

42

Results

Page 43: Simulating A Gene Regulatory Network (GRN)

43

BioD

Page 44: Simulating A Gene Regulatory Network (GRN)

44

Results

Page 45: Simulating A Gene Regulatory Network (GRN)

45

Results

Page 46: Simulating A Gene Regulatory Network (GRN)

46

Results

Page 47: Simulating A Gene Regulatory Network (GRN)

47

Results

Page 48: Simulating A Gene Regulatory Network (GRN)

48

Results

Page 49: Simulating A Gene Regulatory Network (GRN)

49

BioD

Page 50: Simulating A Gene Regulatory Network (GRN)

50

Results

Page 51: Simulating A Gene Regulatory Network (GRN)

51

Results

Page 52: Simulating A Gene Regulatory Network (GRN)

52

Results

Page 53: Simulating A Gene Regulatory Network (GRN)

53

Results

Page 54: Simulating A Gene Regulatory Network (GRN)

54

Questions…