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Lorena Postiglione, M. Biomedical Eng. Tutor: Dr. Diego di Bernardo XXIX Cycle – 1 st year presentation Towards Microfluidics-based Automatic Control of.

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Presentation on theme: "Lorena Postiglione, M. Biomedical Eng. Tutor: Dr. Diego di Bernardo XXIX Cycle – 1 st year presentation Towards Microfluidics-based Automatic Control of."— Presentation transcript:

1 Lorena Postiglione, M. Biomedical Eng. Tutor: Dr. Diego di Bernardo XXIX Cycle – 1 st year presentation Towards Microfluidics-based Automatic Control of gene expression in mammalian cells

2 Lorena Postiglione 2 Control Engineering in Biology Aim: To force a population of living cells to produce a desired (fixed or time varying) amount of a protein DESIRED fluorescence EXPERIMENTAL fluorescence tetracycline

3 Microfluidic device and input administration Martin Kolnik et al., Lab on a Chip - 2012 Inducer Input Untreated Input Syringe Treated medium Syringe Untreated medium Lorena Postiglione 3

4 4 Experimental Platform tetracycline treated or untreated media

5 Lorena Postiglione 5 Target reference: 50% of initial steady state fluorescence Calibration time: 3 hrs Control duration: 3500 min Tetracycline @100ng/ml Set point control: In vitro control Relay controllerPI-PWM controller

6 Lorena Postiglione 6 Conclusions & Future Plans Develop model-based controllers Perform tracking control experiment Develop a single cell control strategy DidacticsSeminarsResearch activity 1 st year CFU265.430 A feedback control strategy can successfully regulate the gene expression in mammalian cells. Relay and PI controllers don’t achieve optimal performances Automatic control of gene expression in a mammalian cell line Chiara Fracassi, Lorena Postiglione, Gianfranco Fiore, and Diego di Bernardo, ACS Synthetic Biology (in preparation) The Second International Mammalian Synthetic Biology Workshop, April 2015,Massachusetts Institute of Technology Cambridge, MA, USA

7 Lorena Postiglione 7 Acknowledgements Systems and Synthetic Biology Lab

8 Lorena Postiglione 8

9 9 An algorithm computes a mask on the phase contrast image T s =15 min Image acquisition and real-time processing

10 Controller design: Relay controller with hysteresis u er + system yp - In silico relay control Lorena Postiglione 10

11 Controller design:Proportional-Integral (PI) controller with Pulse Width Modulator (PWM) input uer PI + PWM system yp - Lorena Postiglione 11

12 Controller design:Proportional-Integral (PI) controller with Pulse Width Modulator (PWM) input uer PI + system yp - PWM In silico PI-PWM control Lorena Postiglione 12

13 13


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