in silico feedback for in vivo regulation of a gene expression circuit

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Andreas Milias-Argeitis, Sean Summers, Jacob Stewart-Ornstein, Ignacio Zuleta, David Pincus, Hana El-Samad, Mustafa Khammash, and John Lygeros Nature Biotechnology November 6 th , 2011 Jamal Elkhader 20.385 Journal Club II In Silico Feedback for In Vivo Regulation of a Gene Expression Circuit.

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In Silico Feedback for In Vivo Regulation of a Gene Expression Circuit. Andreas Milias-Argeitis , Sean Summers, Jacob Stewart-Ornstein, Ignacio Zuleta , David Pincus , Hana El- Samad , Mustafa Khammash , and John Lygeros Nature Biotechnology November 6 th , 2011 Jamal Elkhader - PowerPoint PPT Presentation

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Page 1: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Andreas Milias-Argeitis, Sean Summers, Jacob Stewart-Ornstein, Ignacio Zuleta, David Pincus, Hana

El-Samad, Mustafa Khammash, and John Lygeros

Nature BiotechnologyNovember 6th, 2011

Jamal Elkhader20.385 Journal Club II

In Silico Feedback for In Vivo Regulation of a Gene Expression Circuit.

Page 2: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Feedback Control• Regulation of Cell Behavior

• Feedback Control Important for Regulation–Processing measurements in real time–Determining inputs

• Robust regulation can be achieved!

Page 3: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

In Silico Feedback Control• In silico – Performed on Computer or via

Computer Simulation

• In silico feedback–Computer–Real time data– Inputs–Regulation

Page 4: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Implementation

• S. cerevisiae• Light-switchable

system (PhyB-PIF3)• Transformed cells–Grown in Dark–PCB

Page 5: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Exposure to Light• Red (650 nm)

and Far Red (730 nm) Pulses

• Input – Light Pulses

• YFP expression

• Output - YFP

Page 6: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Results

Page 7: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Results

Page 8: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Results

Page 9: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Using a Kalman Filter

• Real Time Regulation

Page 10: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Summary

Page 11: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Significance• Enhancement of expression

• Electronic control over living cells

• Therapeutics–Regulation of expression–Regulation of toxic by-products

Page 12: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Questions?

Page 13: In  Silico Feedback for  In Vivo  Regulation of a Gene Expression Circuit

Light Pulse Delivery System