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Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia
This study quantified eight small-molecule neurotransmitters collected simultaneously from prefrontal cortex of C57BL/6J mice (n = 23) during wakefulness and during isoflurane anesthesia (1.3%). Using isoflurane anesthesia as an independent variable enabled evaluation of the hypothesis that isoflura...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Physiological Society
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311717/ https://www.ncbi.nlm.nih.gov/pubmed/32347157 http://dx.doi.org/10.1152/jn.00092.2020 |
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author | Zhang, Xiaoying Baer, Aaron G. Price, Joshua M. Jones, Piet C. Garcia, Benjamin J. Romero, Jonathon Cliff, Ashley M. Mi, Weidong Brown, James B. Jacobson, Daniel A. Lydic, Ralph Baghdoyan, Helen A. |
author_facet | Zhang, Xiaoying Baer, Aaron G. Price, Joshua M. Jones, Piet C. Garcia, Benjamin J. Romero, Jonathon Cliff, Ashley M. Mi, Weidong Brown, James B. Jacobson, Daniel A. Lydic, Ralph Baghdoyan, Helen A. |
author_sort | Zhang, Xiaoying |
collection | PubMed |
description | This study quantified eight small-molecule neurotransmitters collected simultaneously from prefrontal cortex of C57BL/6J mice (n = 23) during wakefulness and during isoflurane anesthesia (1.3%). Using isoflurane anesthesia as an independent variable enabled evaluation of the hypothesis that isoflurane anesthesia differentially alters concentrations of multiple neurotransmitters and their interactions. Machine learning was applied to reveal higher order interactions among neurotransmitters. Using a between-subjects design, microdialysis was performed during wakefulness and during anesthesia. Concentrations (nM) of acetylcholine, adenosine, dopamine, GABA, glutamate, histamine, norepinephrine, and serotonin in the dialysis samples are reported (means ± SD). Relative to wakefulness, acetylcholine concentration was lower during isoflurane anesthesia (1.254 ± 1.118 vs. 0.401 ± 0.134, P = 0.009), and concentrations of adenosine (29.456 ± 29.756 vs. 101.321 ± 38.603, P < 0.001), dopamine (0.0578 ± 0.0384 vs. 0.113 ± 0.084, P = 0.036), and norepinephrine (0.126 ± 0.080 vs. 0.219 ± 0.066, P = 0.010) were higher during anesthesia. Isoflurane reconfigured neurotransmitter interactions in prefrontal cortex, and the state of isoflurane anesthesia was reliably predicted by prefrontal cortex concentrations of adenosine, norepinephrine, and acetylcholine. A novel finding to emerge from machine learning analyses is that neurotransmitter concentration profiles in mouse prefrontal cortex undergo functional reconfiguration during isoflurane anesthesia. Adenosine, norepinephrine, and acetylcholine showed high feature importance, supporting the interpretation that interactions among these three transmitters may play a key role in modulating levels of cortical and behavioral arousal. NEW & NOTEWORTHY This study discovered that interactions between neurotransmitters in mouse prefrontal cortex were altered during isoflurane anesthesia relative to wakefulness. Machine learning further demonstrated that, relative to wakefulness, higher order interactions among neurotransmitters were disrupted during isoflurane administration. These findings extend to the neurochemical domain the concept that anesthetic-induced loss of wakefulness results from a disruption of neural network connectivity. |
format | Online Article Text |
id | pubmed-7311717 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Physiological Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-73117172020-06-26 Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia Zhang, Xiaoying Baer, Aaron G. Price, Joshua M. Jones, Piet C. Garcia, Benjamin J. Romero, Jonathon Cliff, Ashley M. Mi, Weidong Brown, James B. Jacobson, Daniel A. Lydic, Ralph Baghdoyan, Helen A. J Neurophysiol Research Article This study quantified eight small-molecule neurotransmitters collected simultaneously from prefrontal cortex of C57BL/6J mice (n = 23) during wakefulness and during isoflurane anesthesia (1.3%). Using isoflurane anesthesia as an independent variable enabled evaluation of the hypothesis that isoflurane anesthesia differentially alters concentrations of multiple neurotransmitters and their interactions. Machine learning was applied to reveal higher order interactions among neurotransmitters. Using a between-subjects design, microdialysis was performed during wakefulness and during anesthesia. Concentrations (nM) of acetylcholine, adenosine, dopamine, GABA, glutamate, histamine, norepinephrine, and serotonin in the dialysis samples are reported (means ± SD). Relative to wakefulness, acetylcholine concentration was lower during isoflurane anesthesia (1.254 ± 1.118 vs. 0.401 ± 0.134, P = 0.009), and concentrations of adenosine (29.456 ± 29.756 vs. 101.321 ± 38.603, P < 0.001), dopamine (0.0578 ± 0.0384 vs. 0.113 ± 0.084, P = 0.036), and norepinephrine (0.126 ± 0.080 vs. 0.219 ± 0.066, P = 0.010) were higher during anesthesia. Isoflurane reconfigured neurotransmitter interactions in prefrontal cortex, and the state of isoflurane anesthesia was reliably predicted by prefrontal cortex concentrations of adenosine, norepinephrine, and acetylcholine. A novel finding to emerge from machine learning analyses is that neurotransmitter concentration profiles in mouse prefrontal cortex undergo functional reconfiguration during isoflurane anesthesia. Adenosine, norepinephrine, and acetylcholine showed high feature importance, supporting the interpretation that interactions among these three transmitters may play a key role in modulating levels of cortical and behavioral arousal. NEW & NOTEWORTHY This study discovered that interactions between neurotransmitters in mouse prefrontal cortex were altered during isoflurane anesthesia relative to wakefulness. Machine learning further demonstrated that, relative to wakefulness, higher order interactions among neurotransmitters were disrupted during isoflurane administration. These findings extend to the neurochemical domain the concept that anesthetic-induced loss of wakefulness results from a disruption of neural network connectivity. American Physiological Society 2020-06-01 2020-04-29 /pmc/articles/PMC7311717/ /pubmed/32347157 http://dx.doi.org/10.1152/jn.00092.2020 Text en Copyright © 2020 the American Physiological Society http://creativecommons.org/licenses/by/4.0/deed.en_US Licensed under Creative Commons Attribution CC-BY 4.0 (http://creativecommons.org/licenses/by/4.0/deed.en_US) : © the American Physiological Society. |
spellingShingle | Research Article Zhang, Xiaoying Baer, Aaron G. Price, Joshua M. Jones, Piet C. Garcia, Benjamin J. Romero, Jonathon Cliff, Ashley M. Mi, Weidong Brown, James B. Jacobson, Daniel A. Lydic, Ralph Baghdoyan, Helen A. Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia |
title | Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia |
title_full | Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia |
title_fullStr | Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia |
title_full_unstemmed | Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia |
title_short | Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia |
title_sort | neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311717/ https://www.ncbi.nlm.nih.gov/pubmed/32347157 http://dx.doi.org/10.1152/jn.00092.2020 |
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