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...
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2018-04-01
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Series: | PLoS Computational Biology |
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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 |