4.4 Article

Neurotransmitter networks in mouse prefrontal cortex are reconfigured by isoflurane anesthesia

期刊

JOURNAL OF NEUROPHYSIOLOGY
卷 123, 期 6, 页码 2285-2296

出版社

AMER PHYSIOLOGICAL SOC
DOI: 10.1152/jn.00092.2020

关键词

acetylcholine; adenosine; liquid chromatography-dual mass spectrometry; loss of consciousness; machine learning

资金

  1. National Natural Science Foundation of China [NSFC-8167103]
  2. National Key Research and Development Program of China [2018YFC2001900]
  3. Chinese Scholarship Council, Beijing, China
  4. Departments of Anesthesiology and Psychology, University of Tennessee, Knoxville, TN
  5. Center for Bioenergy Innovation
  6. Office of Biological and Environmental Research in the DOE Office of Science

向作者/读者索取更多资源

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.

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