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Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth

Modulation is essential for adjusting neurons to prevailing conditions and differing demands. Yet understanding how modulators adjust neuronal properties to alter information processing remains unclear, as is the impact of neuromodulation on energy consumption. Here we combine two computational mode...

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Detalles Bibliográficos
Autores principales: Heras, Francisco J. H., Vähäsöyrinki, Mikko, Niven, Jeremy E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6239345/
https://www.ncbi.nlm.nih.gov/pubmed/30399147
http://dx.doi.org/10.1371/journal.pcbi.1006566
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author Heras, Francisco J. H.
Vähäsöyrinki, Mikko
Niven, Jeremy E.
author_facet Heras, Francisco J. H.
Vähäsöyrinki, Mikko
Niven, Jeremy E.
author_sort Heras, Francisco J. H.
collection PubMed
description Modulation is essential for adjusting neurons to prevailing conditions and differing demands. Yet understanding how modulators adjust neuronal properties to alter information processing remains unclear, as is the impact of neuromodulation on energy consumption. Here we combine two computational models, one Hodgkin-Huxley type and the other analytic, to investigate the effects of neuromodulation upon Drosophila melanogaster photoreceptors. Voltage-dependent K(+) conductances in these photoreceptors: (i) activate upon depolarisation to reduce membrane resistance and adjust bandwidth to functional requirements; (ii) produce negative feedback to increase bandwidth in an energy efficient way; (iii) produce shunt-peaking thereby increasing the membrane gain bandwidth product; and (iv) inactivate to amplify low frequencies. Through their effects on the voltage-dependent K(+) conductances, three modulators, serotonin, calmodulin and PIP2, trade-off contrast gain against membrane bandwidth. Serotonin shifts the photoreceptor performance towards higher contrast gains and lower membrane bandwidths, whereas PIP2 and calmodulin shift performance towards lower contrast gains and higher membrane bandwidths. These neuromodulators have little effect upon the overall energy consumed by photoreceptors, instead they redistribute the energy invested in gain versus bandwidth. This demonstrates how modulators can shift neuronal information processing within the limitations of biophysics and energy consumption.
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spelling pubmed-62393452018-12-06 Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth Heras, Francisco J. H. Vähäsöyrinki, Mikko Niven, Jeremy E. PLoS Comput Biol Research Article Modulation is essential for adjusting neurons to prevailing conditions and differing demands. Yet understanding how modulators adjust neuronal properties to alter information processing remains unclear, as is the impact of neuromodulation on energy consumption. Here we combine two computational models, one Hodgkin-Huxley type and the other analytic, to investigate the effects of neuromodulation upon Drosophila melanogaster photoreceptors. Voltage-dependent K(+) conductances in these photoreceptors: (i) activate upon depolarisation to reduce membrane resistance and adjust bandwidth to functional requirements; (ii) produce negative feedback to increase bandwidth in an energy efficient way; (iii) produce shunt-peaking thereby increasing the membrane gain bandwidth product; and (iv) inactivate to amplify low frequencies. Through their effects on the voltage-dependent K(+) conductances, three modulators, serotonin, calmodulin and PIP2, trade-off contrast gain against membrane bandwidth. Serotonin shifts the photoreceptor performance towards higher contrast gains and lower membrane bandwidths, whereas PIP2 and calmodulin shift performance towards lower contrast gains and higher membrane bandwidths. These neuromodulators have little effect upon the overall energy consumed by photoreceptors, instead they redistribute the energy invested in gain versus bandwidth. This demonstrates how modulators can shift neuronal information processing within the limitations of biophysics and energy consumption. Public Library of Science 2018-11-06 /pmc/articles/PMC6239345/ /pubmed/30399147 http://dx.doi.org/10.1371/journal.pcbi.1006566 Text en © 2018 Heras et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Heras, Francisco J. H.
Vähäsöyrinki, Mikko
Niven, Jeremy E.
Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth
title Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth
title_full Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth
title_fullStr Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth
title_full_unstemmed Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth
title_short Modulation of voltage-dependent K(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth
title_sort modulation of voltage-dependent k(+) conductances in photoreceptors trades off investment in contrast gain for bandwidth
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6239345/
https://www.ncbi.nlm.nih.gov/pubmed/30399147
http://dx.doi.org/10.1371/journal.pcbi.1006566
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