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Synthetic BiologyIEEE Conference on Decision and Control (CDC)
Peer-reviewed journal article

Feedback control promotes synchronisation of the cell-cycle across a population of yeast cells

Giansimone PerrinoiD, Davide FioreiD, Sara NapolitanoiD, Francesca GaldiiD, Antonella La ReginaiD, Mario di BernardoiD, Diego di BernardoiD

Abstract

The periodic process of cell replication by division, known as cell-cycle, is a natural phenomenon occurring asynchronously in any cell population. Here, we consider the problem of synchronising cell-cycles across a population of yeast cells grown in a microfluidics device. Cells were engineered to reset their cell-cycle in response to low methionine levels. Automated syringes enable changing methionine levels (control input) in the microfluidics device. However, the control input resets only those cells that are in a specific phase of the cell-cycle (G1 phase), while the others continue to cycle unperturbed. We devised a simplified dynamical model of the cell-cycle, inferred its parameters from experimental data and then designed two control strategies: (i) an open-loop controller based on the application of periodic stimuli; (ii) a closed-loop model predictive controller (MPC) that selects the sequence of control stimuli which maximises a synchronisation index. Both the proposed control strategies were validated in-silico, together with experimental validation of the open-loop strategy.

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