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A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers Sr. Department of Electrical and Computer Engineering Institute of Biomaterials and Biomedical Engineering
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A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Dec 13, 2015

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Page 1: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

A Genetic Differential Amplifier: Design, Simulation, Construction

and Testing

Seema Nagaraj and Stephen Davies

University of Toronto

Edward S. Rogers Sr. Department of Electrical and Computer Engineering

Institute of Biomaterials and Biomedical Engineering

Page 2: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Engineered Genetic Circuits

• artificial networks of interacting DNA, mRNA and proteins

• behavior is analogous to electrical devices

Page 3: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Genetic Differential Amplifier

• differential amplifiers are fundamental components in many electronic circuits

• a genetic differential amplifier could be a building block for more complex genetic circuits

Page 4: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Electronic Differential Amplifier

Page 5: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Amplifier Behaviour

Page 6: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Expression

geneDNA

Promoter

Page 7: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Expression

gene

RNA Polymerase

DNAPromoter

Page 8: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Expression

gene

RNA Polymerase

DNA

mRNA

Promoter

Page 9: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Expression

gene

RNA Polymerase

Ribosome

DNA

mRNA

Promoter

Page 10: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Expression

gene

RNA Polymerase

Ribosome

DNA

mRNA

Protein

Promoter

Page 11: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Networks

Page 12: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Networks

transcription factor

(repressor)

X

Page 13: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Gene Networks

transcription factor

(activator)

Page 14: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Genetic Amplifier Topology

cI

cro

gfp

Plac

Ptet

PRM -

(+) activator

(-) repressor

Page 15: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Wild Type Promoter

gfp

PRM

Page 16: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Double Mutation

gfp

PRM

Page 17: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Implementation

p15A CAM

PRM-

egfp

PtetPlac

cIcro

pSC101 AMP

Input Amplifier

Page 18: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Stochastic Modeling

• includes inputs and output• system behaviour is described through

reaction probabilities• system behaviour is simulated using the

Gillespie algorithm

Page 19: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Simulation Results(Low Copy Number)

Page 20: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Simulation Results(High Copy Number)

Page 21: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

• Construct HIGH and LOW copy number variants of the circuit

• Compare performance to simulated results

Experimental Results

Page 22: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Experimental ResultsHigh Copy Number

15000

16000

17000

18000

19000

20000

21000

22000

23000

0uM IPTG 2uM IPTG 20uM IPTG 200uM IPTG

10 ng/mL aTc

5 ng/mL aTc

0 ng/mL aTc

Page 23: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Experimental ResultsLow Copy Number

7000

7500

8000

8500

9000

9500

0 uM 2 uM 20 uM 200 uM

10 ng/mL

0 ng/mL

Page 24: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Conclusions

Simulation:• low copy number amplifier based on double-

mutant PRM yields “ideal” behaviour

Experimental:• high copy number amplifier displays

differential amplifier behaviour• low copy number amplifier displays positive

results

Page 25: A Genetic Differential Amplifier: Design, Simulation, Construction and Testing Seema Nagaraj and Stephen Davies University of Toronto Edward S. Rogers.

Acknowledgements

• Anja Lowrance• Members of Davies Lab

• Rogers Scholarship