Persistent thermal input controls steering behavior in Caenorhabditis elegans
Motile organisms actively detect environmental signals and migrate to a preferable environment. Especially, small animals convert subtle spatial difference in sensory input into orientation behavioral output for directly steering toward a destination, but the neural mechanisms underlying steering be...
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description | Motile organisms actively detect environmental signals and migrate to a preferable environment. Especially, small animals convert subtle spatial difference in sensory input into orientation behavioral output for directly steering toward a destination, but the neural mechanisms underlying steering behavior remain elusive. Here, we analyze a C. elegans thermotactic behavior in which a small number of neurons are shown to mediate steering toward a destination temperature. We construct a neuroanatomical model and use an evolutionary algorithm to find configurations of the model that reproduce empirical thermotactic behavior. We find that, in all the evolved models, steering curvature are modulated by temporally persistent thermal signals sensed beyond the time scale of sinusoidal locomotion of C. elegans. Persistent rise in temperature decreases steering curvature resulting in straight movement of model worms, whereas fall in temperature increases curvature resulting in crooked movement. This relation between temperature change and steering curvature reproduces the empirical thermotactic migration up thermal gradients and steering bias toward higher temperature. Further, spectrum decomposition of neural activities in model worms show that thermal signals are transmitted from a sensory neuron to motor neurons on the longer time scale than sinusoidal locomotion of C. elegans. Our results suggest that employments of temporally persistent sensory signals enable small animals to steer toward a destination in natural environment with variable, noisy, and subtle cues. |
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Especially, small animals convert subtle spatial difference in sensory input into orientation behavioral output for directly steering toward a destination, but the neural mechanisms underlying steering behavior remain elusive. Here, we analyze a C. elegans thermotactic behavior in which a small number of neurons are shown to mediate steering toward a destination temperature. We construct a neuroanatomical model and use an evolutionary algorithm to find configurations of the model that reproduce empirical thermotactic behavior. We find that, in all the evolved models, steering curvature are modulated by temporally persistent thermal signals sensed beyond the time scale of sinusoidal locomotion of C. elegans. Persistent rise in temperature decreases steering curvature resulting in straight movement of model worms, whereas fall in temperature increases curvature resulting in crooked movement. This relation between temperature change and steering curvature reproduces the empirical thermotactic migration up thermal gradients and steering bias toward higher temperature. Further, spectrum decomposition of neural activities in model worms show that thermal signals are transmitted from a sensory neuron to motor neurons on the longer time scale than sinusoidal locomotion of C. elegans. Our results suggest that employments of temporally persistent sensory signals enable small animals to steer toward a destination in natural environment with variable, noisy, and subtle cues.</description><identifier>ISSN: 1553-7358</identifier><identifier>ISSN: 1553-734X</identifier><identifier>EISSN: 1553-7358</identifier><identifier>DOI: 10.1371/JOURNAL.PCBI.1007916</identifier><identifier>PMID: 33417596</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Algorithms ; Analysis ; Animals ; Behavior ; Bias ; Biology and Life Sciences ; Caenorhabditis elegans ; Caenorhabditis elegans - physiology ; Computational Biology ; Control ; Engineering and Technology ; Evolutionary algorithms ; Experiments ; Genetic algorithms ; Locomotion - physiology ; Methods ; Models, Neurological ; Navigation behavior ; Nematodes ; Neurons ; Organs ; Physical Sciences ; Research and Analysis Methods ; Sense organs ; Simulation ; Social Sciences ; Steering ; Taxis (Locomotion) ; Taxis Response - physiology ; Temperature ; Temperature gradients ; Thermotaxis ; Worms</subject><ispartof>PLoS computational biology, 2021-01, Vol.17 (1), p.e1007916-e1007916</ispartof><rights>COPYRIGHT 2021 Public Library of Science</rights><rights>This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. 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Especially, small animals convert subtle spatial difference in sensory input into orientation behavioral output for directly steering toward a destination, but the neural mechanisms underlying steering behavior remain elusive. Here, we analyze a C. elegans thermotactic behavior in which a small number of neurons are shown to mediate steering toward a destination temperature. We construct a neuroanatomical model and use an evolutionary algorithm to find configurations of the model that reproduce empirical thermotactic behavior. We find that, in all the evolved models, steering curvature are modulated by temporally persistent thermal signals sensed beyond the time scale of sinusoidal locomotion of C. elegans. Persistent rise in temperature decreases steering curvature resulting in straight movement of model worms, whereas fall in temperature increases curvature resulting in crooked movement. This relation between temperature change and steering curvature reproduces the empirical thermotactic migration up thermal gradients and steering bias toward higher temperature. Further, spectrum decomposition of neural activities in model worms show that thermal signals are transmitted from a sensory neuron to motor neurons on the longer time scale than sinusoidal locomotion of C. elegans. Our results suggest that employments of temporally persistent sensory signals enable small animals to steer toward a destination in natural environment with variable, noisy, and subtle cues.</description><subject>Algorithms</subject><subject>Analysis</subject><subject>Animals</subject><subject>Behavior</subject><subject>Bias</subject><subject>Biology and Life Sciences</subject><subject>Caenorhabditis elegans</subject><subject>Caenorhabditis elegans - physiology</subject><subject>Computational Biology</subject><subject>Control</subject><subject>Engineering and Technology</subject><subject>Evolutionary algorithms</subject><subject>Experiments</subject><subject>Genetic algorithms</subject><subject>Locomotion - physiology</subject><subject>Methods</subject><subject>Models, Neurological</subject><subject>Navigation behavior</subject><subject>Nematodes</subject><subject>Neurons</subject><subject>Organs</subject><subject>Physical Sciences</subject><subject>Research and Analysis Methods</subject><subject>Sense organs</subject><subject>Simulation</subject><subject>Social Sciences</subject><subject>Steering</subject><subject>Taxis (Locomotion)</subject><subject>Taxis Response - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PLoS computational biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ikeda, Muneki</au><au>Matsumoto, Hirotaka</au><au>Izquierdo, Eduardo J</au><au>Ahamed, Tosif</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Persistent thermal input controls steering behavior in Caenorhabditis elegans</atitle><jtitle>PLoS computational biology</jtitle><addtitle>PLoS Comput Biol</addtitle><date>2021-01-08</date><risdate>2021</risdate><volume>17</volume><issue>1</issue><spage>e1007916</spage><epage>e1007916</epage><pages>e1007916-e1007916</pages><issn>1553-7358</issn><issn>1553-734X</issn><eissn>1553-7358</eissn><abstract>Motile organisms actively detect environmental signals and migrate to a preferable environment. Especially, small animals convert subtle spatial difference in sensory input into orientation behavioral output for directly steering toward a destination, but the neural mechanisms underlying steering behavior remain elusive. Here, we analyze a C. elegans thermotactic behavior in which a small number of neurons are shown to mediate steering toward a destination temperature. We construct a neuroanatomical model and use an evolutionary algorithm to find configurations of the model that reproduce empirical thermotactic behavior. We find that, in all the evolved models, steering curvature are modulated by temporally persistent thermal signals sensed beyond the time scale of sinusoidal locomotion of C. elegans. Persistent rise in temperature decreases steering curvature resulting in straight movement of model worms, whereas fall in temperature increases curvature resulting in crooked movement. This relation between temperature change and steering curvature reproduces the empirical thermotactic migration up thermal gradients and steering bias toward higher temperature. Further, spectrum decomposition of neural activities in model worms show that thermal signals are transmitted from a sensory neuron to motor neurons on the longer time scale than sinusoidal locomotion of C. elegans. Our results suggest that employments of temporally persistent sensory signals enable small animals to steer toward a destination in natural environment with variable, noisy, and subtle cues.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>33417596</pmid><doi>10.1371/JOURNAL.PCBI.1007916</doi><orcidid>https://orcid.org/0000-0003-3063-5683</orcidid><orcidid>https://orcid.org/0000-0002-2008-290X</orcidid><orcidid>https://orcid.org/0000-0001-9896-4817</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Analysis Animals Behavior Bias Biology and Life Sciences Caenorhabditis elegans Caenorhabditis elegans - physiology Computational Biology Control Engineering and Technology Evolutionary algorithms Experiments Genetic algorithms Locomotion - physiology Methods Models, Neurological Navigation behavior Nematodes Neurons Organs Physical Sciences Research and Analysis Methods Sense organs Simulation Social Sciences Steering Taxis (Locomotion) Taxis Response - physiology Temperature Temperature gradients Thermotaxis Worms |
title | Persistent thermal input controls steering behavior in Caenorhabditis elegans |
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