Receptor noise limitations on chemotactic sensing.
Chemotactic eukaryotic cells are able to detect chemoattractant gradients that are both shallow and have a low background concentration. Under these conditions, the noise in the number of bound receptors can be significant and needs to be taken into account in determining the directional sensing process. Here, we quantify numerically the number of bound receptors on the membrane of a disk-shaped cell by using a numerical Monte Carlo tool. The obtained time traces of the receptor occupancy can be used as inputs for any directional sensing model. We investigate the response of the local excitation global inhibition model and a recently developed balanced inactivation model. We determine a measure for the motility of the cell for each model, based on the relevant output variable, as a function of experimental parameters, resulting in several experimentally testable predictions. Furthermore, we show that these two models behave in a qualitatively different fashion when the background concentration is varied. Thus, to properly characterize the sensitivity of cells to receptor occupancy, it is not sufficient to examine the input signal. Rather, one needs to take into account the response of the second messenger pathway.
Rappel
Wouter-Jan
WJ
Department of Physics and Center for Theoretical Biological Physics, University of California at San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA. rappel@physics.ucsd.edu
Levine
Herbert
H
D000465:Algorithms; D016477:Artifacts; D002633:Chemotaxis / Q000502:physiology*; D003198:Computer Simulation; D005057:Eukaryotic Cells / Q000166:cytology* / Q000502:physiology*; D008954:Models, Biological; D009010:Monte Carlo Method; D013269:Stochastic Processes