Decision making improves sperm chemotaxis in the presence of noise.

To navigate their surroundings, cells rely on sensory input that is corrupted by noise. In cells performing chemotaxis, such noise arises from the stochastic binding of signalling molecules at low chemoattractant concentrations. We reveal a fundamental relationship between the speed of chemotactic s...

Full description

Bibliographic Details
Main Authors: Justus A Kromer, Steffen Märcker, Steffen Lange, Christel Baier, Benjamin M Friedrich
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-04-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5929576?pdf=render
id doaj-d79ed28a9985400b8397e1403d8eba3d
record_format Article
spelling doaj-d79ed28a9985400b8397e1403d8eba3d2020-11-25T01:37:15ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582018-04-01144e100610910.1371/journal.pcbi.1006109Decision making improves sperm chemotaxis in the presence of noise.Justus A KromerSteffen MärckerSteffen LangeChristel BaierBenjamin M FriedrichTo navigate their surroundings, cells rely on sensory input that is corrupted by noise. In cells performing chemotaxis, such noise arises from the stochastic binding of signalling molecules at low chemoattractant concentrations. We reveal a fundamental relationship between the speed of chemotactic steering and the strength of directional fluctuations that result from the amplification of noise in a chemical input signal. This relation implies a trade-off between steering that is slow and reliable, and steering that is fast but less reliable. We show that dynamic switching between these two modes of steering can substantially increase the probability to find a target, such as an egg to be found by sperm cells. This decision making confers no advantage in the absence of noise, but is beneficial when chemical signals are detectable, yet characterized by low signal-to-noise ratios. The latter applies at intermediate distances from a target, where signalling molecules are diluted, thus defining a 'noise zone' that cells have to cross. Our results explain decision making observed in recent experiments on sea urchin sperm chemotaxis. More generally, our theory demonstrates how decision making enables chemotactic agents to cope with high levels of noise in gradient sensing by dynamically adjusting the persistence length of a biased random walk.http://europepmc.org/articles/PMC5929576?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Justus A Kromer
Steffen Märcker
Steffen Lange
Christel Baier
Benjamin M Friedrich
spellingShingle Justus A Kromer
Steffen Märcker
Steffen Lange
Christel Baier
Benjamin M Friedrich
Decision making improves sperm chemotaxis in the presence of noise.
PLoS Computational Biology
author_facet Justus A Kromer
Steffen Märcker
Steffen Lange
Christel Baier
Benjamin M Friedrich
author_sort Justus A Kromer
title Decision making improves sperm chemotaxis in the presence of noise.
title_short Decision making improves sperm chemotaxis in the presence of noise.
title_full Decision making improves sperm chemotaxis in the presence of noise.
title_fullStr Decision making improves sperm chemotaxis in the presence of noise.
title_full_unstemmed Decision making improves sperm chemotaxis in the presence of noise.
title_sort decision making improves sperm chemotaxis in the presence of noise.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2018-04-01
description To navigate their surroundings, cells rely on sensory input that is corrupted by noise. In cells performing chemotaxis, such noise arises from the stochastic binding of signalling molecules at low chemoattractant concentrations. We reveal a fundamental relationship between the speed of chemotactic steering and the strength of directional fluctuations that result from the amplification of noise in a chemical input signal. This relation implies a trade-off between steering that is slow and reliable, and steering that is fast but less reliable. We show that dynamic switching between these two modes of steering can substantially increase the probability to find a target, such as an egg to be found by sperm cells. This decision making confers no advantage in the absence of noise, but is beneficial when chemical signals are detectable, yet characterized by low signal-to-noise ratios. The latter applies at intermediate distances from a target, where signalling molecules are diluted, thus defining a 'noise zone' that cells have to cross. Our results explain decision making observed in recent experiments on sea urchin sperm chemotaxis. More generally, our theory demonstrates how decision making enables chemotactic agents to cope with high levels of noise in gradient sensing by dynamically adjusting the persistence length of a biased random walk.
url http://europepmc.org/articles/PMC5929576?pdf=render
work_keys_str_mv AT justusakromer decisionmakingimprovesspermchemotaxisinthepresenceofnoise
AT steffenmarcker decisionmakingimprovesspermchemotaxisinthepresenceofnoise
AT steffenlange decisionmakingimprovesspermchemotaxisinthepresenceofnoise
AT christelbaier decisionmakingimprovesspermchemotaxisinthepresenceofnoise
AT benjaminmfriedrich decisionmakingimprovesspermchemotaxisinthepresenceofnoise
_version_ 1725058780054421504