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Stochastic simulations of a synthetic bacteria-yeast ecosystem

DOI: 10.1186/1752-0509-6-58

Keywords: Stochastic modeling, Synthetic ecosystem, Cell-cell communication, Synthetic microbial consortia, Bacteria-yeast ecosystem

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Abstract:

In this paper, we study a synthetic ecosystem comprising of bacteria and yeast that communicate with and benefit from each other using small diffusible molecules. We explore the behavior of this heterogeneous microbial consortium, composed of Saccharomyces cerevisiae and Escherichia coli cells, using stochastic modeling. The stochastic model captures the relevant intra-cellular and inter-cellular interactions taking place in and between the eukaryotic and prokaryotic cells. Integration of well-characterized molecular regulatory elements into these two microbes allows for communication through quorum sensing. A gene controlling growth in yeast is induced by bacteria via chemical signals and vice versa. Interesting dynamics that are common in natural ecosystems, such as obligatory and facultative mutualism, extinction, commensalism and predator-prey like dynamics are observed. We investigate and report on the conditions under which the two species can successfully communicate and rescue each other.This study explores the various behaviors exhibited by the cohabitation of engineered yeast and bacterial cells. The way that the model is built allows for studying the dynamics of any system consisting of two species communicating with one another via chemical signals. Therefore, key information acquired by our model may potentially drive the experimental design of various synthetic heterogeneous ecosystems.Advances in the field of synthetic biology have enabled the design of engineered cells performing human-defined functions at a single cell resolution [1,2]. These functions include but are not limited to oscillators [3-5], bistable switches [6], bio-logical gates [7-9], riboregulators [10,11] and molecular devices that control gene expression [12,13]. Despite this progress, several limitations still exist. A major shortcoming is the decreased robustness and the limited potential complexity of single cell functions. Thus, attention has been shifted to synthetic systems ba

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