Go where the grass is greener : chemosensing and search strategies in bacteria
Mercredi 3 avril 2013
à 11h en salle C. Brot
The quality of sensing and response to external stimuli constitutes a basic element in the selective performance of living organisms. Here we consider the response of Escherichia coli to chemical stimuli. For moderate amplitudes, the bacterial response to generic proﬁles of sensed chemicals is reconstructed from its response function to an impulse, which then controls the efﬁciency of bacterial motility. We introduce a method for measuring the impulse response function based on coupling microﬂuidic experiments and inference methods : The response function is inferred using Bayesian methods from the observed trajectories of bacteria swimming in microﬂuidically controlled chemical ﬁelds.
We exploit the inference method to measure responses to aspartate and α- methylaspartate—measured previously by other methods—as well as glucose, leucine, and serine. The response to the attractant glucose is shown to be biphasic and perfectly adapted, as for aspartate. The response to the attractant serine is shown to be biphasic yet imperfectly adapted, that is, the response function has a nonzero (positive) integral. The adaptation of the response to the repellent leucine is also imperfect, with the sign of the two phases inverted with respect to serine. The diversity in the bacterial population of the response function and its dependency upon the background concentration are quantiﬁed.
The evolutionary and functional reasons for the experimentally observed response to chemoattractants remain however a riddle. Sensing and motility requirements are in fact optimized by different responses, which strongly depend on the chemoattractant environmental profiles. It is not clear then how those conflicting requirements quantitatively combine and compromise in shaping the chemotaxis response. Here we show that the experimental bacterial response corresponds to the maximin strategy that ensures the highest minimum uptake of chemoattractants for any profile of concentration. We show that the maximin response is the unique one that always outcompetes motile but nonchemotactic bacteria. The maximin strategy is adapted to the variable environments experienced by bacteria, and we explicitly show its emergence in simulations of bacterial populations in a chemostat. Finally, we recast the contrast of evolution in regular vs. complex environments in terms of game-theoretical strategies.
Masson, Voisinne, Wong-Ng, Celani, Vergassola, PNAS 109, 1802 (2012) Celani, Vergassola, PNAS 107, 1391 (2010)
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