[en] General anesthesia is characterized by reversible loss of consciousness accompanied by transient amnesia. Yet, long-term memory impairment is an undesirable side effect. How different types of general anesthetics (GAs) affect the hippocampus, a brain region central to memory formation and consolidation, is poorly understood. Using extracellular recordings, chronic 2-photon imaging, and behavioral analysis, we monitor the effects of isoflurane (Iso), medetomidine/midazolam/fentanyl (MMF), and ketamine/xylazine (Keta/Xyl) on network activity and structural spine dynamics in the hippocampal CA1 area of adult mice. GAs robustly reduced spiking activity, decorrelated cellular ensembles, albeit with distinct activity signatures, and altered spine dynamics. CA1 network activity under all 3 anesthetics was different to natural sleep. Iso anesthesia most closely resembled unperturbed activity during wakefulness and sleep, and network alterations recovered more readily than with Keta/Xyl and MMF. Correspondingly, memory consolidation was impaired after exposure to Keta/Xyl and MMF, but not Iso. Thus, different anesthetics distinctly alter hippocampal network dynamics, synaptic connectivity, and memory consolidation, with implications for GA strategy appraisal in animal research and clinical settings.
Disciplines :
Life sciences: Multidisciplinary, general & others
Author, co-author :
Yang, Wei ✱; Research Group Synaptic Wiring and Information Processing, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Chini, Mattia ✱; Institute of Developmental Neurophysiology, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Pöpplau, Jastyn A ; Institute of Developmental Neurophysiology, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Formozov, Andrey ; Research Group Synaptic Wiring and Information Processing, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Dieter, Alexander ; Research Group Synaptic Wiring and Information Processing, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Piechocinski, Patrick ; Research Group Synaptic Wiring and Information Processing, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Rais, Cynthia; Research Group Synaptic Wiring and Information Processing, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Morellini, Fabio; Research Group Behavioral Biology, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Sporns, Olaf; Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana, United States of America ; Indiana University Network Science Institute, Indiana University, Bloomington, Indiana, United States of America
Hanganu-Opatz, Ileana L; Institute of Developmental Neurophysiology, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Wiegert, J Simon ; Research Group Synaptic Wiring and Information Processing, Center for Molecular Neurobiology Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
✱ These authors have contributed equally to this work.
Language :
English
Title :
Anesthetics fragment hippocampal network activity, alter spine dynamics, and affect memory consolidation.
DFG - Deutsche Forschungsgemeinschaft ERC - European Research Council DAAD - German Academic Exchange Service CSC - Chinese Scholarship Council
Funding text :
This work was funded by the Deutsche Forschungsgemeinschaft (DFG, SPP1926, FOR2419/P6, SFB936/B8 to J.S.W., SPP 1665/Ha 4466/10-1/Ha4466/12-1, SFB 936/B5 to I.L.H.-O., SFB 936/B7 to F.M.), the European Research Council (ERC2016-StG-714762 to J.S.W., ERC-2015-CoG 681577 to I.L.H.-O.), the German Academic Exchange Service (DAAD, STG/19/ 5744091 to A.F.), and the Chinese Scholarship Council (CSC 201606210129 to W.Y.). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Rudolph U, Antkowiak B. Molecular and neuronal substrates for general anaesthetics. Nat Rev Neurosci. 2004; 5(9):709–20. Epub 2004/08/24. https://doi.org/10.1038/nrn1496 PMID: 15322529.
Urban BW, Bleckwenn M. Concepts and correlations relevant to general anaesthesia. Br J Anaesth. 2002; 89(1):3–16. Epub 2002/08/14. https://doi.org/10.1093/bja/aef164 PMID: 12173238.
Antognini JF, Carstens E. In vivo characterization of clinical anaesthesia and its components. Br J Anaesth. 2002; 89(1):156–66. Epub 2002/08/14. https://doi.org/10.1093/bja/aef156 PMID: 12173227.
Vutskits L, Xie Z. Lasting impact of general anaesthesia on the brain: mechanisms and relevance. Nat Rev Neurosci 2016; 17(11):705–17. Epub 2016/10/19. https://doi.org/10.1038/nrn.2016.128 PMID: 27752068.
Zurek AA, Yu J, Wang DS, Haffey SC, Bridgwater EM, Penna A, et al. Sustained increase in alpha5-GABAA receptor function impairs memory after anesthesia. J Clin Invest. 2014; 124(12):5437–41. Epub 2014/11/05. https://doi.org/10.1172/JCI76669 PMID: 25365226; PubMed Central PMCID: PMC4348961.
Neves G, Cooke SF, Bliss TV. Synaptic plasticity, memory and the hippocampus: a neural network approach to causality. Nat Rev Neurosci. 2008; 9(1):65–75. Epub 2007/12/21. https://doi.org/10.1038/ nrn2303 PMID: 18094707.
Larkum M. A cellular mechanism for cortical associations: an organizing principle for the cerebral cortex. Trends Neurosci. 2012. Epub 2013/01/01. https://doi.org/10.1016/j.tins.2012.11.006 PMID: 23273272.
Segal M. Dendritic spines and long-term plasticity. Nat Rev Neurosci. 2005; 6(4):277–84. Epub 2005/ 04/02. https://doi.org/10.1038/nrn1649 PMID: 15803159.
Kasai H, Fukuda M, Watanabe S, Hayashi-Takagi A, Noguchi J. Structural dynamics of dendritic spines in memory and cognition. Trends Neurosci. 2010; 33(3):121–9. Epub 2010/02/09. https://doi.org/10.1016/j.tins.2010.01.001 PMID: 20138375.
Frey U, Morris RG. Synaptic tagging and long-term potentiation. Nature. 1997; 385(6616):533–6. https://doi.org/10.1038/385533a0 PMID: 9020359.
Yang G, Pan F, Gan WB. Stably maintained dendritic spines are associated with lifelong memories. Nature. 2009; 462(7275):920–4. Epub 2009/12/01. https://doi.org/10.1038/nature08577 PMID: 19946265.
Wiegert JS, Pulin M, Gee CE, Oertner TG. The fate of hippocampal synapses depends on the sequence of plasticity-inducing events. Elife. 2018; 7. Epub 2018/10/13. https://doi.org/10.7554/eLife. 39151 PMID: 30311904; PubMed Central PMCID: PMC6205809.
Wiegert JS, Oertner TG. Long-term depression triggers the selective elimination of weakly integrated synapses. Proc Natl Acad Sci U S A. 2013; 110(47):E4510–9. Epub 2013/11/06. https://doi.org/10.1073/pnas.1315926110 PMID: 24191047; PubMed Central PMCID: PMC3839749.
De Roo M, Klauser P, Muller D. LTP promotes a selective long-term stabilization and clustering of dendritic spines. PLoS Biol. 2008; 6(9):e219. Epub 2008/09/16. https://doi.org/10.1371/journal.pbio. 0060219 PMID: 18788894; PubMed Central PMCID: PMC2531136.
Nagerl UV, Eberhorn N, Cambridge SB, Bonhoeffer T. Bidirectional activity-dependent morphological plasticity in hippocampal neurons. Neuron. 2004; 44(5):759–67. Epub 2004/12/02. https://doi.org/10.1016/j.neuron.2004.11.016 PMID: 15572108.
Schmid LC, Mittag M, Poll S, Steffen J, Wagner J, Geis HR, et al. Dysfunction of Somatostatin-Positive Interneurons Associated with Memory Deficits in an Alzheimer’s Disease Model. Neuron. 2016; 92 (1):114–25. https://doi.org/10.1016/j.neuron.2016.08.034 PMID: 27641495.
Attardo A, Fitzgerald JE, Schnitzer MJ. Impermanence of dendritic spines in live adult CA1 hippocampus. Nature. 2015; 523(7562):592–6. Epub 2015/06/23. https://doi.org/10.1038/nature14467 PMID: 26098371; PubMed Central PMCID: PMC4648621.
Sur C, Fresu L, Howell O, McKernan RM, Atack JR. Autoradiographic localization of alpha5 subunit-containing GABAA receptors in rat brain. Brain Res. 1999; 822(1–2):265–70. Epub 1999/03/20. https://doi.org/10.1016/s0006-8993(99)01152-x PMID: 10082908.
Chrobak JJ, Hinman JR, Sabolek HR. Revealing past memories: proactive interference and ketamine-induced memory deficits. J Neurosci. 2008; 28(17):4512–20. Epub 2008/04/25. https://doi.org/10.1523/JNEUROSCI.0742-07.2008 PMID: 18434529; PubMed Central PMCID: PMC6670951.
Goltstein PM, Montijn JS, Pennartz CM. Effects of isoflurane anesthesia on ensemble patterns of Ca2 + activity in mouse v1: reduced direction selectivity independent of increased correlations in cellular activity. PLoS ONE. 2015; 10(2):e0118277. Epub 2015/02/24. https://doi.org/10.1371/journal.pone. 0118277 PMID: 25706867; PubMed Central PMCID: PMC4338011.
Wenzel M, Han S, Smith EH, Hoel E, Greger B, House PA, et al. Reduced Repertoire of Cortical Micro-states and Neuronal Ensembles in Medically Induced Loss of Consciousness. Cell Syst. 2019; 8 (5):467–74 e4. Epub 2019/05/06. https://doi.org/10.1016/j.cels.2019.03.007 PMID: 31054810; PubMed Central PMCID: PMC6544156.
Greenberg DS, Houweling AR, Kerr JN. Population imaging of ongoing neuronal activity in the visual cortex of awake rats. Nat Neurosci. 2008; 11(7):749–51. Epub 2008/06/17. https://doi.org/10.1038/nn. 2140 PMID: 18552841.
Soltesz I, Deschenes M. Low- and high-frequency membrane potential oscillations during theta activity in CA1 and CA3 pyramidal neurons of the rat hippocampus under ketamine-xylazine anesthesia. J Neurophysiol. 1993; 70(1):97–116. Epub 1993/07/01. https://doi.org/10.1152/jn.1993.70.1.97 PMID: 8395591.
Purdon PL, Sampson A, Pavone KJ, Brown EN. Clinical Electroencephalography for Anesthesiologists: Part I: Background and Basic Signatures. Anesthesiology. 2015; 123(4):937–60. Epub 2015/08/ 15. https://doi.org/10.1097/ALN.0000000000000841 PMID: 26275092; PubMed Central PMCID: PMC4573341.
Steriade M, Nunez A, Amzica F. A novel slow (< 1 Hz) oscillation of neocortical neurons in vivo: depolarizing and hyperpolarizing components. J Neurosci. 1993; 13(8):3252–65. Epub 1993/08/01. https://doi.org/10.1523/JNEUROSCI.13-08-03252.1993 PMID: 8340806; PubMed Central PMCID: PMC6576541.
Collins DR, Pelletier JG, Pare D. Slow and fast (gamma) neuronal oscillations in the perirhinal cortex and lateral amygdala. J Neurophysiol. 2001; 85(4):1661–72. Epub 2001/04/05. https://doi.org/10.1152/jn.2001.85.4.1661 PMID: 11287489.
Contreras D, Steriade M. Cellular basis of EEG slow rhythms: a study of dynamic corticothalamic relationships. J Neurosci. 1995; 15(1 Pt 2):604–22. Epub 1995/01/01. https://doi.org/10.1523/JNEUROSCI.15-01-00604.1995 PMID: 7823167; PubMed Central PMCID: PMC6578315.
Donoghue T, Haller M, Peterson EJ, Varma P, Sebastian P, Gao R, et al. Parameterizing neural power spectra into periodic and aperiodic components. Nat Neurosci. 2020; 23(12):1655–65. https://doi.org/10.1038/s41593-020-00744-x PMID: 33230329
Trakoshis S, Martínez-Cañada P, Rocchi F, Canella C, You W, Chakrabarti B, et al. Intrinsic excitation-inhibition imbalance affects medial prefrontal cortex differently in autistic men versus women. Elife. 2020; 9. https://doi.org/10.7554/eLife.55684 PMID: 32746967
Lombardi F, Herrmann HJ, De Arcangelis L. Balance of excitation and inhibition determines 1/f power spectrum in neuronal networks. Chaos. 2017; 27(4):047402. https://doi.org/10.1063/1.4979043 PMID: 28456161
Gao R, Peterson EJ, Voytek B. Inferring synaptic excitation/inhibition balance from field potentials. Neuroimage. 2017; 158:70–8. Epub 2017/07/06. https://doi.org/10.1016/j.neuroimage.2017.06.078 PMID: 28676297.
Colombo MA, Napolitani M, Boly M, Gosseries O, Casarotto S, Rosanova M, et al. The spectral exponent of the resting EEG indexes the presence of consciousness during unresponsiveness induced by propofol, xenon, and ketamine. Neuroimage. 2019; 189:631–44. https://doi.org/10.1016/j.neuroimage.2019.01.024 PMID: 30639334
Albrecht M, Henke J, Tacke S, Markert M, Guth B. Effects of isoflurane, ketamine-xylazine and a combination of medetomidine, midazolam and fentanyl on physiological variables continuously measured by telemetry in Wistar rats. BMC Vet Res. 2014; 10:198. Epub 2014/08/26. https://doi.org/10.1186/ s12917-014-0198-3 PMID: 25149627; PubMed Central PMCID: PMC4363998.
Fleischmann T, Jirkof P, Henke J, Arras M, Cesarovic N. Injection anaesthesia with fentanyl-midazolam-medetomidine in adult female mice: importance of antagonization and perioperative care. Lab Anim. 2016; 50(4):264–74. Epub 2016/02/11. https://doi.org/10.1177/0023677216631458 PMID: 26860578.
Canolty RT, Knight RT. The functional role of cross-frequency coupling. Trends Cogn Sci. 2010; 14 (11):506–15. Epub 2010/10/12. https://doi.org/10.1016/j.tics.2010.09.001 PMID: 20932795; PubMed Central PMCID: PMC3359652.
Schomburg EW, Fernandez-Ruiz A, Mizuseki K, Berenyi A, Anastassiou CA, Koch C, et al. Theta phase segregation of input-specific gamma patterns in entorhinal-hippocampal networks. Neuron. 2014; 84(2):470–85. Epub 2014/09/30. https://doi.org/10.1016/j.neuron.2014.08.051 PMID: 25263753; PubMed Central PMCID: PMC4253689.
Buzsaki G, Anastassiou CA, Koch C. The origin of extracellular fields and currents—EEG, ECoG, LFP and spikes. Nat Rev Neurosci. 2012; 13(6):407–20. Epub 2012/05/19. https://doi.org/10.1038/ nrn3241 PMID: 22595786; PubMed Central PMCID: PMC4907333.
Watson BO, Levenstein D, Greene JP, Gelinas JN, Buzsaki G. Network Homeostasis and State Dynamics of Neocortical Sleep. Neuron. 2016; 90(4):839–52. Epub 2016/05/03. https://doi.org/10.1016/j.neuron.2016.03.036 PMID: 27133462; PubMed Central PMCID: PMC4873379.
Vinck M, Battaglia FP, Womelsdorf T, Pennartz C. Improved measures of phase-coupling between spikes and the Local Field Potential. J Comput Neurosci. 2012; 33(1):53–75. Epub 2011/12/22. https://doi.org/10.1007/s10827-011-0374-4 PMID: 22187161; PubMed Central PMCID: PMC3394239.
Chen TW, Wardill TJ, Sun Y, Pulver SR, Renninger SL, Baohan A, et al. Ultrasensitive fluorescent proteins for imaging neuronal activity. Nature. 2013; 499(7458):295–300. Epub 2013/07/23. https://doi.org/10.1038/nature12354 PMID: 23868258; PubMed Central PMCID: PMC3777791.
Franks NP. General anaesthesia: from molecular targets to neuronal pathways of sleep and arousal. Nat Rev Neurosci. 2008; 9(5):370–86. Epub 2008/04/22. https://doi.org/10.1038/nrn2372 PMID: 18425091.
Klinzing JG, Niethard N, Born J. Mechanisms of systems memory consolidation during sleep. Nat Neurosci. 2019; 22(10):1598–610. Epub 2019/08/28. https://doi.org/10.1038/s41593-019-0467-3 PMID: 31451802.
Buzsaki G. Hippocampal sharp waves: their origin and significance. Brain Res. 1986; 398(2):242–52. Epub 1986/11/29. https://doi.org/10.1016/0006-8993(86)91483-6 PMID: 3026567.
Okun M, Steinmetz N, Cossell L, Iacaruso MF, Ko H, Bartho P, et al. Diverse coupling of neurons to populations in sensory cortex. Nature. 2015; 521(7553):511–5. Epub 2015/04/08. https://doi.org/10.1038/nature14273 PMID: 25849776; PubMed Central PMCID: PMC4449271.
Cutts CS, Eglen SJ. Detecting pairwise correlations in spike trains: an objective comparison of methods and application to the study of retinal waves. J Neurosci. 2014; 34(43):14288–303. Epub 2014/10/ 24. https://doi.org/10.1523/JNEUROSCI.2767-14.2014 PMID: 25339742; PubMed Central PMCID: PMC4205553.
Sporns O, Betzel RF. Modular Brain Networks. Annu Rev Psychol. 2016; 67:613–40. Epub 2015/09/ 24. https://doi.org/10.1146/annurev-psych-122414-033634 PMID: 26393868; PubMed Central PMCID: PMC4782188.
Newman ME, Girvan M. Finding and evaluating community structure in networks. Phys Rev E Stat Nonlinear Soft Matter Phys. 2004; 69(2 Pt 2):026113. Epub 2004/03/05. https://doi.org/10.1103/PhysRevE.69.026113 PMID: 14995526.
Jeub LGS, Sporns O, Fortunato S. Multiresolution Consensus Clustering in Networks. Sci Rep. 2018; 8. ARTN 325910.1038/s41598-018-21352-7 WOS:000425380900042. https://doi.org/10.1038/ s41598-018-21352-7 PMID: 29459635
Diekelmann S, Born J. The memory function of sleep. Nat Rev Neurosci. 2010; 11(2):114–26. Epub 2010/01/05. https://doi.org/10.1038/nrn2762 PMID: 20046194.
Yüzgec O, Prsa M, Zimmermann R, Huber D. Pupil Size Coupling to Cortical States Protects the Stability of Deep Sleep via Parasympathetic Modulation. Curr Biol. 2018; 28(3):392–400 e3. Epub 2018/ 01/24. https://doi.org/10.1016/j.cub.2017.12.049 PMID: 29358069; PubMed Central PMCID: PMC5807087.
Chini M, Gretenkord S, Kostka JK, Popplau JA, Cornelissen L, Berde CB, et al. Neural Correlates of Anesthesia in Newborn Mice and Humans. Frontiers Neural Circuits. 2019; 13:38. Epub 2019/06/14. https://doi.org/10.3389/fncir.2019.00038 PMID: 31191258; PubMed Central PMCID: PMC6538977.
Briner A, De Roo M, Dayer A, Muller D, Habre W, Vutskits L. Volatile anesthetics rapidly increase dendritic spine density in the rat medial prefrontal cortex during synaptogenesis. Anesthesiology. 2010; 112(3):546–56. Epub 2010/02/04. https://doi.org/10.1097/ALN.0b013e3181cd7942 PMID: 20124985.
De Roo M, Klauser P, Briner A, Nikonenko I, Mendez P, Dayer A, et al. Anesthetics rapidly promote synaptogenesis during a critical period of brain development. PLoS ONE. 2009; 4(9):e7043. Epub 2009/09/17. https://doi.org/10.1371/journal.pone.0007043 PMID: 19756154; PubMed Central PMCID: PMC2738943.
Briner A, Nikonenko I, De Roo M, Dayer A, Muller D, Vutskits L. Developmental Stage-dependent persistent impact of propofol anesthesia on dendritic spines in the rat medial prefrontal cortex. Anesthesiology. 2011; 115(2):282–93. Epub 2011/06/28. https://doi.org/10.1097/ALN.0b013e318221fbbd PMID: 21701379.
Pfeiffer T, Poll S, Bancelin S, Angibaud J, Inavalli VK, Keppler K, et al. Chronic 2P-STED imaging reveals high turnover of dendritic spines in the hippocampus in vivo. Elife. 2018; 7. Epub 2018/06/23. https://doi.org/10.7554/eLife.34700 PMID: 29932052; PubMed Central PMCID: PMC6014725.
Gu L, Kleiber S, Schmid L, Nebeling F, Chamoun M, Steffen J, et al. Long-term in vivo imaging of dendritic spines in the hippocampus reveals structural plasticity. J Neurosci. 2014; 34(42):13948–53. Epub 2014/10/17. https://doi.org/10.1523/JNEUROSCI.1464-14.2014 PMID: 25319691; PubMed Central PMCID: PMC6705298.
Portera-Cailliau C, Pan DT, Yuste R. Activity-regulated dynamic behavior of early dendritic protrusions: evidence for different types of dendritic filopodia. J Neurosci. 2003; 23(18):7129–42. Epub 2003/08/09. https://doi.org/10.1523/JNEUROSCI.23-18-07129.2003 PMID: 12904473; PubMed Central PMCID: PMC6740658.
Lendvai B, Stern EA, Chen B, Svoboda K. Experience-dependent plasticity of dendritic spines in the developing rat barrel cortex in vivo. Nature. 2000; 404(6780):876–81. Epub 2000/04/29. https://doi.org/10.1038/35009107 PMID: 10786794.
Dailey ME, Smith SJ. The dynamics of dendritic structure in developing hippocampal slices. J Neurosci. 1996; 16(9):2983–94. Epub 1996/05/01. https://doi.org/10.1523/JNEUROSCI.16-09-02983. 1996 PMID: 8622128; PubMed Central PMCID: PMC6579052.
Yang G, Chang PC, Bekker A, Blanck TJ, Gan WB. Transient effects of anesthetics on dendritic spines and filopodia in the living mouse cortex. Anesthesiology. 2011; 115(4):718–26. Epub 2011/07/20. https://doi.org/10.1097/ALN.0b013e318229a660 PMID: 21768874; PubMed Central PMCID: PMC3815535.
Moscovitch M, Cabeza R, Winocur G, Nadel L. Episodic Memory and Beyond: The Hippocampus and Neocortex in Transformation. Annu Rev Psychol. 2016; 67:105–34. Epub 2016/01/05. https://doi.org/10.1146/annurev-psych-113011-143733 PMID: 26726963.
Nadel L, Moscovitch M. Memory consolidation, retrograde amnesia and the hippocampal complex. Curr Opin Neurobiol. 1997; 7(2):217–27. Epub 1997/04/01. https://doi.org/10.1016/s0959-4388(97) 80010-4 PMID: 9142752.
O’Neill J, Pleydell-Bouverie B, Dupret D, Csicsvari J. Play it again: reactivation of waking experience and memory. Trends Neurosci. 2010; 33(5):220–9. Epub 2010/03/09. https://doi.org/10.1016/j.tins.2010.01.006 PMID: 20207025.
Clark DL, Rosner BS. Neurophysiologic effects of general anesthetics. I. The electroencephalogram and sensory evoked responses in man. Anesthesiology. 1973; 38(6):564–82. Epub 1973/06/01. PMID: 4145825.
Sarasso S, Boly M, Napolitani M, Gosseries O, Charland-Verville V, Casarotto S, et al. Consciousness and Complexity during Unresponsiveness Induced by Propofol, Xenon, and Ketamine. Curr Biol. 2015; 25(23):3099–105. Epub 2016/01/12. https://doi.org/10.1016/j.cub.2015.10.014 PMID: 26752078.
Langsjo JW, Maksimow A, Salmi E, Kaisti K, Aalto S, Oikonen V, et al. S-ketamine anesthesia increases cerebral blood flow in excess of the metabolic needs in humans. Anesthesiology. 2005; 103 (2):258–68. Epub 2005/07/30. https://doi.org/10.1097/00000542-200508000-00008 PMID: 16052107.
Lee U, Ku S, Noh G, Baek S, Choi B, Mashour GA. Disruption of frontal-parietal communication by ketamine, propofol, and sevoflurane. Anesthesiology. 2013; 118(6):1264–75. Epub 2013/05/23. https://doi.org/10.1097/ALN.0b013e31829103f5 PMID: 23695090; PubMed Central PMCID: PMC4346246.
Wei Z, Lin B-J, Chen T-W, Daie K, Svoboda K. Druckmann S. A comparison of neuronal population dynamics measured with calcium imaging and electrophysiology. PLoS Comput Biol. 2020; 16(9): e1008198. https://doi.org/10.1371/journal.pcbi.1008198 PMID: 32931495
Steinmetz NA, Buetfering C, Lecoq J, Lee CR, Peters AJ, Jacobs EAK, et al. Aberrant Cortical Activity in Multiple GCaMP6-Expressing Transgenic Mouse Lines. eNeuro. 2017; 4(5). https://doi.org/10.1523/ENEURO.0207-17.2017 PMID: 28932809; PubMed Central PMCID: PMC5604087.
Katz Y, Menon V, Nicholson DA, Geinisman Y, Kath WL, Spruston N. Synapse distribution suggests a two-stage model of dendritic integration in CA1 pyramidal neurons. Neuron. 2009; 63(2):171–7. Epub 2009/07/31. S0896-6273(09)00510-8 [pii] 10.1016/j.neuron.2009.06.023 https://doi.org/10.1016/j.neuron.2009.06.023 PMID: 19640476.
Yamakage M, Hirshman CA, Croxton TL. Inhibitory effects of thiopental, ketamine, and propofol on voltage-dependent Ca2+ channels in porcine tracheal smooth muscle cells. Anesthesiology. 1995; 83 (6):1274–82. Epub 1995/12/01. https://doi.org/10.1097/00000542-199512000-00018 PMID: 8533920.
Yang Y, Cui Y, Sang K, Dong Y, Ni Z, Ma S, et al. Ketamine blocks bursting in the lateral habenula to rapidly relieve depression. Nature. 2018; 554(7692):317–22. Epub 2018/02/16. https://doi.org/10.1038/nature25509 PMID: 29446381.
West AE, Griffith EC, Greenberg ME. Regulation of transcription factors by neuronal activity. Nat Rev Neurosci. 2002; 3(12):921–31. https://doi.org/10.1038/nrn987 PMID: 12461549.
Wiegert JS, Bading H. Activity-dependent calcium signaling and ERK-MAP kinases in neurons: a link to structural plasticity of the nucleus and gene transcription regulation. Cell Calcium. 2011; 49(5):296–305. Epub 2010/12/18. https://doi.org/10.1016/j.ceca.2010.11.009 PMID: 21163523.
Hardingham GE, Bading H. Synaptic versus extrasynaptic NMDA receptor signalling: implications for neurodegenerative disorders. Nat Rev Neurosci. 2010. Epub 2010/09/16. nrn2911 [pii] 10.1038/ nrn2911 https://doi.org/10.1038/nrn2911 PMID: 20842175.
Mizrahi-Kliger AD, Kaplan A, Israel Z, Bergman H. Desynchronization of slow oscillations in the basal ganglia during natural sleep. Proc Natl Acad Sci U S A. 2018; 115(18):E4274–E83. Epub 2018/04/19. https://doi.org/10.1073/pnas.1720795115 PMID: 29666271; PubMed Central PMCID: PMC5939089.
Klausberger T, Somogyi P. Neuronal diversity and temporal dynamics: the unity of hippocampal circuit operations. Science. 2008; 321(5885):53–7. Epub 2008/07/05. https://doi.org/10.1126/science. 1149381 PMID: 18599766.
Lee D, Shtengel G, Osborne JE, Lee AK. Anesthetized- and awake-patched whole-cell recordings in freely moving rats using UV-cured collar-based electrode stabilization. Nat Protoc. 2014; 9(12):2784–95. Epub 2014/11/07. https://doi.org/10.1038/nprot.2014.190 PMID: 25375992.
Lee AK, Manns ID, Sakmann B, Brecht M. Whole-cell recordings in freely moving rats. Neuron. 2006; 51(4):399–407. Epub 2006/08/16. https://doi.org/10.1016/j.neuron.2006.07.004 PMID: 16908406.
Epsztein J, Brecht M, Lee AK. Intracellular determinants of hippocampal CA1 place and silent cell activity in a novel environment. Neuron. 2011; 70(1):109–20. Epub 2011/04/13. https://doi.org/10.1016/j.neuron.2011.03.006 PMID: 21482360; PubMed Central PMCID: PMC3221010.
Pryazhnikov E, Mugantseva E, Casarotto P, Kolikova J, Fred SM, Toptunov D, et al. Longitudinal two-photon imaging in somatosensory cortex of behaving mice reveals dendritic spine formation enhancement by subchronic administration of low-dose ketamine. Sci Rep. 2018; 8(1):6464. Epub 2018/04/25. https://doi.org/10.1038/s41598-018-24933-8 PMID: 29691465; PubMed Central PMCID: PMC5915413.
Lin H, Higgins P, Loh HH, Law PY, Liao D. Bidirectional effects of fentanyl on dendritic spines and AMPA receptors depend upon the internalization of mu opioid receptors. Neuropsychopharmacology. 2009; 34(9):2097–111. Epub 2009/03/20. https://doi.org/10.1038/npp.2009.34 PMID: 19295508; PubMed Central PMCID: PMC2731771.
Li N, Lee B, Liu RJ, Banasr M, Dwyer JM, Iwata M, et al. mTOR-dependent synapse formation underlies the rapid antidepressant effects of NMDA antagonists. Science. 2010; 329(5994):959–64. Epub 2010/08/21. https://doi.org/10.1126/science.1190287 PMID: 20724638; PubMed Central PMCID: PMC3116441.
Phoumthipphavong V, Barthas F, Hassett S, Kwan AC. Longitudinal Effects of Ketamine on Dendritic Architecture In Vivo in the Mouse Medial Frontal Cortex. eNeuro. 2016; 3(2). Epub 2016/04/12. https://doi.org/10.1523/ENEURO.0133-15.2016 PMID: 27066532; PubMed Central PMCID: PMC4819286.
Eikermann M, Akeju O, Chamberlin NL. Sleep and Anesthesia: The Shared Circuit Hypothesis Has Been Put to Bed. Curr Biol. 2020; 30(5):R219–R21. Epub 2020/03/11. https://doi.org/10.1016/j.cub.2020.01.057 PMID: 32155424.
Vanini G, Bassana M, Mast M, Mondino A, Cerda I, Phyle M, et al. Activation of Preoptic GABAergic or Glutamatergic Neurons Modulates Sleep-Wake Architecture, but Not Anesthetic State Transitions. Curr Biol. 2020; 30(5):779–87 e4. Epub 2020/02/23. https://doi.org/10.1016/j.cub.2019.12.063 PMID: 32084397; PubMed Central PMCID: PMC7156032.
Jiang-Xie LF, Yin L, Zhao S, Prevosto V, Han BX, Dzirasa K, et al. A Common Neuroendocrine Substrate for Diverse General Anesthetics and Sleep. Neuron. 2019; 102(5):1053–65 e4. Epub 2019/04/ 23. https://doi.org/10.1016/j.neuron.2019.03.033 PMID: 31006556; PubMed Central PMCID: PMC6554048.
Kentros C, Hargreaves E, Hawkins RD, Kandel ER, Shapiro M, Muller RV. Abolition of long-term stability of new hippocampal place cell maps by NMDA receptor blockade. Science. 1998; 280 (5372):2121–6. Epub 1998/06/26. https://doi.org/10.1126/science.280.5372.2121 PMID: 9641919.
Hayashi Y. NMDA Receptor-Dependent Dynamics of Hippocampal Place Cell Ensembles. J Neurosci. 2019; 39(26):5173–82. Epub 2019/04/25. https://doi.org/10.1523/JNEUROSCI.0243-19.2019 PMID: 31015340; PubMed Central PMCID: PMC6595956.
de Souza I, Meurer Y, Tavares PM, Pugliane KC, Lima RH, Silva RH, et al. Episodic-like memory impairment induced by sub-anaesthetic doses of ketamine. Behav Brain Res. 2019; 359:165–71. Epub 2018/10/26. https://doi.org/10.1016/j.bbr.2018.10.031 PMID: 30359643.
Wenzel M, Leunig A, Han S, Peterka DS, Yuste R. Prolonged anesthesia alters brain synaptic architecture. Proc Natl Acad Sci U S A. 2021; 118(7):e2023676118. https://doi.org/10.1073/pnas. 2023676118 PMID: 33568534
Zurek AA, Bridgwater EM, Orser BA. Inhibition of alpha5 gamma-Aminobutyric acid type A receptors restores recognition memory after general anesthesia. Anesth Analg. 2012; 114(4):845–55. Epub 2012/03/03. https://doi.org/10.1213/ANE.0b013e31824720da PMID: 22383672.
Chen G, Chen KS, Knox J, Inglis J, Bernard A, Martin SJ, et al. A learning deficit related to age and beta-amyloid plaques in a mouse model of Alzheimer’s disease. Nature. 2000; 408(6815):975–9. Epub 2001/01/05. https://doi.org/10.1038/35050103 PMID: 11140684.
Morellini F. Spatial memory tasks in rodents: what do they model? Cell Tissue Res. 2013; 354(1):273–86. Epub 2013/06/25. https://doi.org/10.1007/s00441-013-1668-9 PMID: 23793547.
Vinck M, van Wingerden M, Womelsdorf T, Fries P, Pennartz CM. The pairwise phase consistency: a bias-free measure of rhythmic neuronal synchronization. Neuroimage. 2010; 51(1):112–22. Epub 2010/02/02. https://doi.org/10.1016/j.neuroimage.2010.01.073 PMID: 20114076.
Rose T, Jaepel J, Hubener M, Bonhoeffer T. Cell-specific restoration of stimulus preference after monocular deprivation in the visual cortex. Science. 2016; 352(6291):1319–22. Epub 2016/06/11. https://doi.org/10.1126/science.aad3358 PMID: 27284193.
Sheintuch L, Rubin A, Brande-Eilat N, Geva N, Sadeh N, Pinchasof O, et al. Tracking the Same Neurons across Multiple Days in Ca(2+) Imaging Data. Cell Rep. 2017; 21(4):1102–15. https://doi.org/10.1016/j.celrep.2017.10.013 PMID: 29069591; PubMed Central PMCID: PMC5670033.
Thevenaz P, Ruttimann UE, Unser M. A pyramid approach to subpixel registration based on intensity. IEEE Trans Image Process. 1998; 7(1):27–41. Epub 2008/02/13. https://doi.org/10.1109/83.650848 PMID: 18267377.
Pachitariu M, Stringer C, Dipoppa M, Schröder S, Rossi LF, Dalgleish H, et al. Suite2p: beyond 10,000 neurons with standard two-photon microscopy. bioRxiv. 2017:061507. https://doi.org/10.1101/061507
Rubinov M, Sporns O. Complex network measures of brain connectivity: Uses and interpretations. Neuroimage. 2010; 52(3):1059–69. WOS:000280181800027. https://doi.org/10.1016/j.neuroimage.2009.10.003 PMID: 19819337
Mizuseki K, Sirota A, Pastalkova E, Buzsaki G. Theta oscillations provide temporal windows for local circuit computation in the entorhinal-hippocampal loop. Neuron. 2009; 64(2):267–80. Epub 2009/10/ 31. https://doi.org/10.1016/j.neuron.2009.08.037 PMID: 19874793; PubMed Central PMCID: PMC2771122.
Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, et al. Scikit-learn: Machine Learning in Python. J Mach Learn Res. 2011; 12:2825–30. WOS:000298103200003.
Mathis A, Mamidanna P, Cury KM, Abe T, Murthy VN, Mathis MW, et al. DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. Nat Neurosci. 2018; 21(9):1281–9. Epub 2018/08/22. https://doi.org/10.1038/s41593-018-0209-y PMID: 30127430.
Aarts E, Verhage M, Veenvliet JV, Dolan CV, van der Sluis S. A solution to dependency: using multilevel analysis to accommodate nested data. Nat Neurosci. 2014; 17(4):491–6. Epub 2014/03/29. https://doi.org/10.1038/nn.3648 PMID: 24671065.
Bates D, Machler M, Bolker BM, Walker SC. Fitting Linear Mixed-Effects Models Using lme4. J Stat Softw. 2015; 67(1):1–48. WOS:000365981400001.
Kuznetsova A, Brockhoff PB, Christensen RHB. lmerTest Package: Tests in Linear Mixed Effects Models. J Stat Softw. 2017; 82(13):1–26. WOS:000417711600001.