A synthetic genetic circuit to implement a Schmitt Trigger in E.coli Alma Mater Studiorum - Bologna University Cellular and Molecular Engineering Laboratory II Faculty of Engineering - Cesena Campus
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Our team
Undergraduate Students Silvia Tamarri • Michela Mirri Francesca Buganè • Guido Costa Francesco Pasqualini • Iros Barozzi PhD student Alice Pasini Instructors Silvio Cavalcanti • Francesca Ceroni Christine Nardini Advisors Emanuele Giordano Marco Tartagni
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Our Project To genetically engineer E.coli to reproduce the behaviour of the Schmitt Trigger.
• The device can switch on and off at two different thresholds (robustness). • Hysteresis and bistability are well known features of this kind of systems.
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Lac Operon
In E.coli the Lac Promoter (pLac) is controlled by 2 inputs: • IPTG (lactose analog) inactivates Lac repressor and transcription starts; • glucose controls the transcription ratio. Once induced, Lac permease increases IPTG uptake (positive feedback).
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Our Project: applications
Controlled Gene Expression Trigger: 1) constant level of expression once induced; 2) fine tuning of the expressed gene, acting on the glucose concentration.
Glucose Sensor: 1) fluorescent output correlates with extracellular glucose; 2) changing the reporter with proper genes will lead to possible in vivo medical applications.
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Mathematical Model
“Theory is when we know everything but nothing works. Practice is when everything work but no one know why. Anyway we usually take both: nothing work and no one know why” (Albert Einstein)
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Math Model: system
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Formulas
State Equations
Output Equation
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Analytical Approach...
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Numerical Simulator
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Hysteresis
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Bistability
Induced Transcription On
Bistability Uninduced Transcription Off
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Glucose dependence [Glu] ex − GF P in Static Characteristic ([I P T G]ex = 1 mM )
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GF P in (mpb)
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[Glu] ex (µM )
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Biodevice: functioning • Standard conditions (no IPTG)
• IPTG induction conditions
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Biodevice
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Composite parts
• pTetR: constitutive promoter • LacI: transcriptional repressor, binds pLac
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Composite parts
• pλ: promoter regulated by cI • RFP: reporter
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Composite parts
• pLac: promoter regulated by LacI • cI: transcriptional repressor, binds pλ • LacY: lactose permease • GFP: reporter 18
Intermediates
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Image Acquisition System
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Image Analysis
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Images of fluorescent bacteria
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Segmentation algorithm in Matlab: 1. Morphological top hat filtering 2. Watershed algorithm 3. Total fluo intensity over pixels recognised as bacteria 4. Division by bacteria area
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Output: fluorescence intensity
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Protocol Validation Measures • Bacteria with pLac-GFP plasmid; • no induction with IPTG @ OD=1.2; • segmentation algorithm; • normalized intensity value.
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Promoters Characterization
Testing differences in transcription rates 23
Open loop characterization Intermediate device pTetR-LacI-pLac-GFP: open loop characterization. Induction Glu
IPTG + Lactose
Deinduction Glu
Device working as the mathematical model predicted 24
Concluding Remarks
Preliminary results on the intermediates are consistent with the design of the device. TO DO: • characterization of Lac permease feedback; • enhanced characterization of pTet promoter as constitutive Lac repressor producer.
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Acknowledgements It was a great experience! Thank you! For funding thanks to:
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