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Brandenburg C, Smith LA, Kilander MBC, Bridi MS, Lin YC, Huang S, Blatt GJ. Parvalbumin subtypes of cerebellar Purkinje cells contribute to differential intrinsic firing properties. Mol Cell Neurosci 2021; 115:103650. [PMID: 34197921 DOI: 10.1016/j.mcn.2021.103650] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 06/15/2021] [Accepted: 06/23/2021] [Indexed: 01/26/2023] Open
Abstract
Purkinje cells (PCs) are central to cerebellar information coding and appreciation for the diversity of their firing patterns and molecular profiles is growing. Heterogeneous subpopulations of PCs have been identified that display differences in intrinsic firing properties without clear mechanistic insight into what underlies the divergence in firing parameters. Although long used as a general PC marker, we report that the calcium binding protein parvalbumin labels a subpopulation of PCs, based on high and low expression, with a conserved distribution pattern across the animals examined. We trained a convolutional neural network to recognize the parvalbumin subtypes and create maps of whole cerebellar distribution and find that PCs within these areas have differences in spontaneous firing that can be modified by altering calcium buffer content. These subtypes also show differential responses to potassium and calcium channel blockade, suggesting a mechanistic role for variability in PC intrinsic firing through differences in ion channel composition. It is proposed that ion channels drive the diversity in PC intrinsic firing phenotype and parvalbumin calcium buffering provides capacity for the highest firing rates observed. These findings open new avenues for detailed classification of PC subtypes.
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Affiliation(s)
- Cheryl Brandenburg
- Hussman Institute for Autism, Baltimore, MD 21201, USA; University of Maryland School of Medicine, Baltimore, MD 21201, USA.
| | | | | | | | - Yu-Chih Lin
- Hussman Institute for Autism, Baltimore, MD 21201, USA
| | - Shiyong Huang
- Hussman Institute for Autism, Baltimore, MD 21201, USA.
| | - Gene J Blatt
- Hussman Institute for Autism, Baltimore, MD 21201, USA.
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Electrophysiological and Immunohistochemical Evidence for an Increase in GABAergic Inputs and HCN Channels in Purkinje Cells that Survive Developmental Ethanol Exposure. THE CEREBELLUM 2016; 14:398-412. [PMID: 25667035 DOI: 10.1007/s12311-015-0651-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Ethanol exposures during the early postnatal period of the rat result in significant death of Purkinje cells (PCs). The magnitude, time-course, and lobular specificity of PC death have been well characterized in several studies. Additionally, significant reduction of climbing fiber inputs to the surviving PCs has been characterized. This study investigates whether further alterations to the cerebellar cortical circuits might occur as a result of developmental ethanol exposures. We first examined the firing pattern of PCs in acute slice preparations on postnatal days 13-15. While the basic firing frequency was not significantly altered, PCs from rat pups treated with ethanol on postnatal days 4-6 showed a significantly increased number of inhibitory postsynaptic potentials (IPSCs) and a larger Ih current. We conducted immunofluorescent studies to identify the probable cause of the increased IPSCs. We found a significant 21 % increase in the number of basket cells per PC and a near doubling of the volume of co-localized basket cell axonal membrane with PC. In addition, we identified a significant (~147 %) increase in HCN1 channel volume co-localized to PC volume. Therefore, the cerebellar cortex that survives targeted postnatal ethanol exposure is dramatically altered in development subsequent to PC death. The cerebellar cortical circuit that results is one that operates under a significant degree of increased resting inhibition. The alterations in the development of cerebellar circuitry following ethanol exposure, and the significant loss of PCs, could result in modifications of the structure and function of other brain regions that receive cerebellar inputs.
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Asrican B, Augustine GJ, Berglund K, Chen S, Chow N, Deisseroth K, Feng G, Gloss B, Hira R, Hoffmann C, Kasai H, Katarya M, Kim J, Kudolo J, Lee LM, Lo SQ, Mancuso J, Matsuzaki M, Nakajima R, Qiu L, Tan G, Tang Y, Ting JT, Tsuda S, Wen L, Zhang X, Zhao S. Next-generation transgenic mice for optogenetic analysis of neural circuits. Front Neural Circuits 2013; 7:160. [PMID: 24324405 PMCID: PMC3840435 DOI: 10.3389/fncir.2013.00160] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Accepted: 09/19/2013] [Indexed: 12/31/2022] Open
Abstract
Here we characterize several new lines of transgenic mice useful for optogenetic analysis of brain circuit function. These mice express optogenetic probes, such as enhanced halorhodopsin or several different versions of channelrhodopsins, behind various neuron-specific promoters. These mice permit photoinhibition or photostimulation both in vitro and in vivo. Our results also reveal the important influence of fluorescent tags on optogenetic probe expression and function in transgenic mice.
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Affiliation(s)
- Brent Asrican
- Department of Neurobiology, Duke University Medical Center Durham, NC, USA
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4
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Forrest MD, Wall MJ, Press DA, Feng J. The sodium-potassium pump controls the intrinsic firing of the cerebellar Purkinje neuron. PLoS One 2012; 7:e51169. [PMID: 23284664 PMCID: PMC3527461 DOI: 10.1371/journal.pone.0051169] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2012] [Accepted: 10/30/2012] [Indexed: 11/18/2022] Open
Abstract
In vitro, cerebellar Purkinje cells can intrinsically fire action potentials in a repeating trimodal or bimodal pattern. The trimodal pattern consists of tonic spiking, bursting, and quiescence. The bimodal pattern consists of tonic spiking and quiescence. It is unclear how these firing patterns are generated and what determines which firing pattern is selected. We have constructed a realistic biophysical Purkinje cell model that can replicate these patterns. In this model, Na(+)/K(+) pump activity sets the Purkinje cell's operating mode. From rat cerebellar slices we present Purkinje whole cell recordings in the presence of ouabain, which irreversibly blocks the Na(+)/K(+) pump. The model can replicate these recordings. We propose that Na(+)/K(+) pump activity controls the intrinsic firing mode of cerbellar Purkinje cells.
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Affiliation(s)
- Michael D Forrest
- Department of Computer Science, University of Warwick, Coventry, West Midlands, United Kingdom.
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Abrams ZR, Warrier A, Wang Y, Trauner D, Zhang X. Tunable oscillations in the Purkinje neuron. PHYSICAL REVIEW. E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS 2012; 85:041905. [PMID: 22680496 DOI: 10.1103/physreve.85.041905] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2011] [Revised: 01/18/2012] [Indexed: 06/01/2023]
Abstract
In this paper, we experimentally study the dynamics of slow oscillations in Purkinje neurons in vitro, and derive a strong association with a forced parametric oscillator model. We observed the precise rhythmicity of these oscillations in Purkinje neurons, as well as a dynamic tunability of this oscillation using a photoswitchable compound. We found that this slow oscillation can be induced in every Purkinje neuron measured, having periods ranging between 10 and 25 s. Starting from a Hodgkin-Huxley model, we demonstrate that this oscillation can be externally modulated, and that the neurons will return to their intrinsic firing frequency after the forced oscillation is concluded. These findings signify an additional timing functional role of tunable oscillations within the cerebellum, as well as a dynamic control of a time scale in the brain in the range of seconds.
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Affiliation(s)
- Ze'ev R Abrams
- NSF Nanoscale Science and Engineering Center, 3112 Etcheverry Hall, University of California, Berkeley, California 94720, USA
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6
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Abrams ZR, Zhang X. Signals and circuits in the purkinje neuron. Front Neural Circuits 2011; 5:11. [PMID: 21980311 PMCID: PMC3180174 DOI: 10.3389/fncir.2011.00011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2011] [Accepted: 09/05/2011] [Indexed: 11/23/2022] Open
Abstract
Purkinje neurons (PN) in the cerebellum have over 100,000 inputs organized in an orthogonal geometry, and a single output channel. As the sole output of the cerebellar cortex layer, their complex firing pattern has been associated with motor control and learning. As such they have been extensively modeled and measured using tools ranging from electrophysiology and neuroanatomy, to dynamic systems and artificial intelligence methods. However, there is an alternative approach to analyze and describe the neuronal output of these cells using concepts from electrical engineering, particularly signal processing and digital/analog circuits. By viewing the PN as an unknown circuit to be reverse-engineered, we can use the tools that provide the foundations of today’s integrated circuits and communication systems to analyze the Purkinje system at the circuit level. We use Fourier transforms to analyze and isolate the inherent frequency modes in the PN and define three unique frequency ranges associated with the cells’ output. Comparing the PN to a signal generator that can be externally modulated adds an entire level of complexity to the functional role of these neurons both in terms of data analysis and information processing, relying on Fourier analysis methods in place of statistical ones. We also re-describe some of the recent literature in the field, using the nomenclature of signal processing. Furthermore, by comparing the experimental data of the past decade with basic electronic circuitry, we can resolve the outstanding controversy in the field, by recognizing that the PN can act as a multivibrator circuit.
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Affiliation(s)
- Zéev R Abrams
- Applied Science and Technology, Graduate Program University of California Berkeley Berkeley, CA, USA
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7
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Abrams ZR, Warrier A, Trauner D, Zhang X. A Signal Processing Analysis of Purkinje Cells in vitro. Front Neural Circuits 2010; 4:13. [PMID: 20508748 PMCID: PMC2876879 DOI: 10.3389/fncir.2010.00013] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2009] [Accepted: 04/12/2010] [Indexed: 11/13/2022] Open
Abstract
Cerebellar Purkinje cells in vitro fire recurrent sequences of Sodium and Calcium spikes. Here, we analyze the Purkinje cell using harmonic analysis, and our experiments reveal that its output signal is comprised of three distinct frequency bands, which are combined using Amplitude and Frequency Modulation (AM/FM). We find that the three characteristic frequencies – Sodium, Calcium and Switching – occur in various combinations in all waveforms observed using whole-cell current clamp recordings. We found that the Calcium frequency can display a frequency doubling of its frequency mode, and the Switching frequency can act as a possible generator of pauses that are typically seen in Purkinje output recordings. Using a reversibly photo-switchable kainate receptor agonist, we demonstrate the external modulation of the Calcium and Switching frequencies. These experiments and Fourier analysis suggest that the Purkinje cell can be understood as a harmonic signal oscillator, enabling a higher level of interpretation of Purkinje signaling based on modern signal processing techniques.
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Affiliation(s)
- Ze'ev R Abrams
- Applied Science and Technology, University of California Berkeley, CA, USA
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8
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Kessler M, Kiliman B, Humes C, Arai AC. Spontaneous activity in Purkinje cells: multi-electrode recording from organotypic cerebellar slice cultures. Brain Res 2008; 1218:54-69. [PMID: 18533133 DOI: 10.1016/j.brainres.2008.04.063] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2008] [Revised: 04/16/2008] [Accepted: 04/17/2008] [Indexed: 11/20/2022]
Abstract
Organotypic cerebellar cultures were maintained on multi-electrode dishes (MED) with an 8x8 array of electrodes and examined for physiological activity. The cultures remained viable for up to seven months and exhibited spontaneous discharges most likely originating from Purkinje cells. Spike frequencies varied but were mostly around 10-30 Hz and were often stable over weeks with average drifts of <20% per week. Spontaneous firing was significantly reduced by blockers of sodium channels (riluzole) and several potassium channels (iberiotoxin, TEA, 4-amino-pyridine), but blockers of calcium channels, GIRK channels, and SK-type potassium channels were ineffective. Inhibitors of excitatory and inhibitory synaptic transmission made spike discharges more regular. Particularly robust changes in spike frequency were produced by agents that increase cGMP. Bromo-cGMP, the NO donor SNAP, the guanylate cyclase activator YC-1, and the phosphodiesterase inhibitor zaprinast greatly reduced spike frequency. Activation of the metabotropic receptor mGluR1 and inhibition of I(h) channels caused a majority of cells to switch from tonic firing to a cyclic activity mode in which intense firing alternated with silence. Agonists for cholinergic, serotonergic, histamine, opiate, and CRF receptors had no effect, but those for adrenergic and adenosine A1 receptors reduced firing. Moreover, brief application of bromocriptine caused a delayed decrease in firing that reached a minimum after 24 to 48 h and recovered after 1-2 weeks. Taken together, our results demonstrate that long-term cultures maintained on multi-electrode arrays retain many essential features of cerebellar physiology and that they provide a test system that is well suited for broad screening of pharmacological agents as well as for studying long-term effects of drugs, tissue factors, and pathogens.
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Affiliation(s)
- Markus Kessler
- Department of Pharmacology, Southern Illinois University School of Medicine, Springfield, IL 62702, USA.
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Zhu L, Scelfo B, Tempia F, Sacchetti B, Strata P. Membrane excitability and fear conditioning in cerebellar Purkinje cell. Neuroscience 2006; 140:801-10. [PMID: 16580140 DOI: 10.1016/j.neuroscience.2006.02.040] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2005] [Revised: 02/16/2006] [Accepted: 02/17/2006] [Indexed: 11/17/2022]
Abstract
In a previous study it has been demonstrated that fear conditioning is associated with a long-lasting potentiation of parallel fiber to Purkinje cell synaptic transmission in vermal lobules V and VI. Since modifications of intrinsic membrane properties have been suggested to mediate some forms of memory processes, we investigated possible changes of Purkinje cell intrinsic properties following the same learning paradigm and in the same cerebellar region. By means of the patch clamp technique, Purkinje cell passive and active membrane properties were evaluated in slices prepared from rats 10 min or 24 h after fear conditioning and in slices from control naïve animals. None of the evaluated parameters (input resistance, inward rectification, maximal firing frequency and the first inter-spike interval, post-burst afterhyperpolarization, action potential threshold and amplitude, action potential afterhyperpolarization) was significantly different between the three studied groups also in those cells where parallel fiber-Purkinje cell synapse was potentiated. Our results show that fear learning does not affect the intrinsic membrane properties involved in Purkinje cell firing. Therefore, at the level of Purkinje cell the plastic change associated with fear conditioning is specifically restricted to synaptic efficacy.
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Affiliation(s)
- L Zhu
- Rita Levi Montalcini Center for Brain Repair, Department of Neuroscience, University of Turin, Corso Raffaello 30, 10125 Turin, Italy
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10
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Servais L, Bearzatto B, Schwaller B, Dumont M, De Saedeleer C, Dan B, Barski JJ, Schiffmann SN, Cheron G. Mono- and dual-frequency fast cerebellar oscillation in mice lacking parvalbumin and/or calbindin D-28k. Eur J Neurosci 2005; 22:861-70. [PMID: 16115209 DOI: 10.1111/j.1460-9568.2005.04275.x] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Calbindin is a fast Ca2+-binding protein expressed by Purkinje cells and involved in their firing regulation. Its deletion produced approximately 160-Hz oscillation sustained by synchronous, rhythmic Purkinje cells in the cerebellar cortex of mice. Parvalbumin is a slow-onset Ca2+-binding protein expressed in Purkinje cells and interneurons. In order to assess its function in Purkinje cell firing regulation, we studied the firing behavior of Purkinje cells in alert mice lacking parvalbumin (PV-/-), calbindin (CB-/-) or both (PV-/- CB-/-) and in wild-type controls. The absence of either protein resulted in Purkinje cell firing alterations (decreased complex spike duration and pause, increased simple spike firing rate) that were more pronounced in CB-/- than in PV-/- mice. Cumulative effects were found in complex spike alterations in PV-/- CB-/- mice. PV-/- and CB-/- mice manifested approximately 160-Hz oscillation that was sustained by Purkinje cells firing rhythmically and synchronously along the parallel fiber axis. This oscillation was dependent on GABA(A), N-methyl-D-aspartate and gap junction transmission. PV-/- CB-/- mice exhibited a dual-frequency (110 and 240 Hz) oscillation. The instantaneous spectral densities of both components were inversely correlated. Simple and complex spikes of Purkinje cells were phase-locked to one of the two oscillation frequencies. Mono- and dual-frequency oscillations presented similar pharmacological properties. These results demonstrate that the absence of the Ca2+ buffers parvalbumin and calbindin disrupts the regulation of Purkinje cell firing rate and rhythmicity in vivo and suggest that precise Ca2+ transient control is required to maintain the normal spontaneous arrhythmic and asynchronous firing pattern of the Purkinje cells.
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Affiliation(s)
- L Servais
- Laboratoire d'électrophysiologie, Université de Mons Hainaut, 24 Avenue du Champ de Mars, 7000 Mons, Belgium.
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11
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Abstract
Characterizing the functional phenotypes of neurons is essential for understanding how genotypes can be related to the neural basis of behaviour. Traditional classifications of neurons by single features (such as morphology or firing behaviour) are increasingly inadequate for reflecting functional phenotypes, as they do not integrate functions across different neuronal types. Here, we describe a set of rules for identifying and predicting functional phenotypes that combine morphology, intrinsic ion channel species and their distributions in dendrites, and functional properties. This more comprehensive neuronal classification should be an improvement on traditional classifications for relating genotype to functional phenotype.
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Affiliation(s)
- Michele Migliore
- Yale University School of Medicine, Department of Neurobiology, P.O. BOX 208001, New Haven, Connecticut 06520-8001, USA
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12
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Loewenstein Y, Mahon S, Chadderton P, Kitamura K, Sompolinsky H, Yarom Y, Häusser M. Bistability of cerebellar Purkinje cells modulated by sensory stimulation. Nat Neurosci 2005; 8:202-11. [PMID: 15665875 DOI: 10.1038/nn1393] [Citation(s) in RCA: 226] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2004] [Accepted: 01/03/2005] [Indexed: 11/09/2022]
Abstract
A persistent change in neuronal activity after brief stimuli is a common feature of many neuronal microcircuits. This persistent activity can be sustained by ongoing reverberant network activity or by the intrinsic biophysical properties of individual cells. Here we demonstrate that rat and guinea pig cerebellar Purkinje cells in vivo show bistability of membrane potential and spike output on the time scale of seconds. The transition between membrane potential states can be bidirectionally triggered by the same brief current pulses. We also show that sensory activation of the climbing fiber input can switch Purkinje cells between the two states. The intrinsic nature of Purkinje cell bistability and its control by sensory input can be explained by a simple biophysical model. Purkinje cell bistability may have a key role in the short-term processing and storage of sensory information in the cerebellar cortex.
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Affiliation(s)
- Yonatan Loewenstein
- Department of Neurobiology, The Hebrew University of Jerusalem, Jerusalem 91904, Israel.
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Servais L, Cheron G. Purkinje cell rhythmicity and synchronicity during modulation of fast cerebellar oscillation. Neuroscience 2005; 134:1247-59. [PMID: 16054763 DOI: 10.1016/j.neuroscience.2005.06.001] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2005] [Revised: 05/27/2005] [Accepted: 06/01/2005] [Indexed: 11/26/2022]
Abstract
Fast (approximately 160 Hz) cerebellar oscillation has been recently described in different models of ataxic mice, such as mice lacking calcium-binding proteins and in a mouse model of Angelman syndrome. Among them, calretinin-calbindin double knockout mice constitute the best model for evaluating fast oscillations in vivo. The cerebellum of these mice may present long-lasting episodes of very strong and stable local field potential oscillation alternating with the normal non-oscillating state. Spontaneous firing of the Purkinje cells in wild type and double knockout mice largely differs. Indeed, the Purkinje cell firing of the oscillating mutant is characterized by an increased rate and rhythmicity and by the emergence of synchronicity along the parallel fiber axis. To better understand the driving role played by these different parameters on fast cerebellar oscillation, we simultaneously recorded Purkinje cells and local field potential during the induction of general anesthesia by ketamine or pentobarbitone. Both drugs significantly increased Purkinje cell rhythmicity in the absence of oscillation, but they did not lead to Purkinje cell synchronization or to the emergence of fast oscillation. During fast oscillation episodes, ketamine abolished Purkinje cell synchronicity and inhibited fast oscillation. In contrast, pentobarbitone facilitated fast oscillation, induced and increased Purkinje cell synchronicity. We propose that fast cerebellar oscillation is due to the synchronous rhythmic firing of Purkinje cell populations and is facilitated by positive feedback whereby the oscillating field further phase-locks recruited Purkinje cells onto the same rhythmic firing pattern.
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Affiliation(s)
- L Servais
- Laboratory of Electrophysiology, Université Mons-Hainaut, Belgium.
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14
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Active contribution of dendrites to the tonic and trimodal patterns of activity in cerebellar Purkinje neurons. J Neurosci 2003. [PMID: 12486152 DOI: 10.1523/jneurosci.22-24-10603.2002] [Citation(s) in RCA: 126] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The cerebellum is responsible for coordination of movement and maintenance of balance. Cerebellar architecture is based on repeats of an anatomically well defined circuit. At the center of these functional circuits are Purkinje neurons, which form the sole output of the cerebellar cortex. It is proposed that coordination of movement is achieved by encoding timing signals in the rate of firing and pattern of activity of Purkinje cells. An understanding of cerebellar timing requires an appreciation of the intrinsic firing behavior of Purkinje cells and the extent to which their activity is regulated within the functional circuits. We have examined the spontaneous firing of Purkinje neurons in isolation from the rest of the cerebellar circuitry by blocking fast synaptic transmission in acutely prepared cerebellar slices. We find that, intrinsically, mature Purkinje cells show a complex pattern of activity in which they continuously cycle among tonically firing, bursting, and silent modes. This trimodal pattern of activity emerges as the cerebellum matures anatomically and functionally. Concurrent with the transformation of the immature tonically firing cells to those with the trimodal pattern of activity, the dendrites assume a prominent role in regulating the excitability of Purkinje cells. Thus, alterations in the rate and pattern of activity of Purkinje neurons are not solely the result of synaptic input but also arise as a consequence of the intrinsic properties of the cells.
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Coop AD, Reeke GN. The composite neuron: a realistic one-compartment Purkinje cell model suitable for large-scale neuronal network simulations. J Comput Neurosci 2001; 10:173-86. [PMID: 11361257 DOI: 10.1023/a:1011269014373] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We present a simple method for the realistic description of neurons that is well suited to the development of large-scale neuronal network models where the interactions within and between neural circuits are the object of study rather than the details of dendritic signal propagation in individual cells. Referred to as the composite approach, it combines in a one-compartment model elements of both the leaky integrator cell and the conductance-based formalism of Hodgkin and Huxley (1952). Composite models treat the cell membrane as an equivalent circuit that contains ligand-gated synaptic, voltage-gated, and voltage- and concentration-dependent conductances. The time dependences of these various conductances are assumed to correlate with their spatial locations in the real cell. Thus, when viewed from the soma, ligand-gated synaptic and other dendritically located conductances can be modeled as either single alpha or double exponential functions of time, whereas, with the exception of discharge-related conductances, somatic and proximal dendritic conductances can be well approximated by simple current-voltage relationships. As an example of the composite approach to neuronal modeling we describe a composite model of a cerebellar Purkinje neuron.
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Affiliation(s)
- A D Coop
- Laboratory of Biological Modelling, The Rockefeller University, New York, NY 10021, USA.
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16
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Dieudonné S. Serotonergic neuromodulation in the cerebellar cortex: cellular, synaptic, and molecular basis. Neuroscientist 2001; 7:207-19. [PMID: 11499400 DOI: 10.1177/107385840100700306] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The cerebellum, like most sensorimotor areas of the brain, receives a serotonergic innervation from neurons of the reticular formation. It is well established that local application of serotonin modulates the firing rate of cerebellar Purkinje cells in vivo and in vitro, but the mechanisms by which serotonin affects the cerebellar function are still poorly understood. Whereas interactions between serotonin, glutamate, and GABA have been reported to increase or decrease the firing frequency of Purkinje cells, there is little evidence for a modulation of excitatory and inhibitory synapses by serotonin in the cerebellar cortex. Changes in the intrinsic electrical properties of Purkinje cells upon application of serotonin have also been reported, but their impact on Purkinje cell firing is unclear. The recent finding that serotonin specifically modulates the activity of Lugaro cells, a class of inhibitory interneurons of the cerebellar cortex, offers new insights on the action of this neuromodulator. The peculiar axonal projection and specific interneuronal targets of the Lugaro cells suggest that the action of serotonin might occur upstream of Purkinje cells through a resetting of the computational properties of the cerebellar cortex. Understanding the mechanisms of the serotonergic modulation of the cerebellar cortex is of clinical relevance, as abnormal serotonin metabolism has been observed in animal models and pathological cases of motor disorders involving the cerebellum, and as chronic intravenous administration of L-5-hydroxytryptophan (5-HTP), a precursor of serotonin, was the first treatment shown to improve significantly cerebellar symptoms.
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Affiliation(s)
- S Dieudonné
- Department of Biology, Ecole Normale Superieure, Paris, France.
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17
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Moosmang S, Biel M, Hofmann F, Ludwig A. Differential distribution of four hyperpolarization-activated cation channels in mouse brain. Biol Chem 1999; 380:975-80. [PMID: 10494850 DOI: 10.1515/bc.1999.121] [Citation(s) in RCA: 190] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Hyperpolarization-activated cation currents, termed I(h), are observed in a variety of neurons. Four members of a gene family encoding hyperpolarization-activated cyclic-nucleotide-gated cation channels (HCN1-4) have been cloned. The regional expression and cellular localization of the four HCN channel types in mouse brain was investigated using in situ hybridization. The expression of HCN1 was restricted to the olfactory bulb, cerebral cortex, hippocampus, superior colliculus and cerebellum. In contrast, HCN2 transcripts were found at high levels nearly ubiquitously in the brain, and the strongest signals were seen in the olfactory bulb, hippocampus, thalamus and brain stem. HCN3 was uniformly expressed at very low levels throughout the brain. Finally, HCN4 transcripts were prominently expressed selectively in the thalamus and olfactory bulb. Some neurons expressed two or more HCN channel transcripts including hippocampal pyramidal neurons (HCN1, HCN2 and low levels of HCN 4) and thalamic relay neurons (HCN2 and HCN4). Our results demonstrate that each HCN channel transcript has a unique distribution in the brain. Furthermore, they suggest that the heterogeneity of neuronal I(h) may be, at least in part, due to the differential expression of HCN channel genes.
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Affiliation(s)
- S Moosmang
- Institut für Pharmakologie und Toxikologie der Technischen Universität München, Germany
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18
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Drake-Baumann R, Seil FJ. Influence of functional glia on the electrophysiology of Purkinje cells in organotypic cerebellar cultures. Neuroscience 1999; 88:507-19. [PMID: 10197771 DOI: 10.1016/s0306-4522(98)00229-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Previous studies have shown that exposure of organotypic cerebellar explants to cytosine arabinoside (Sigma) for the first five days in vitro drastically reduced the granule cell population and severely affected glial function. Myelination was absent and astrocytes failed to ensheath Purkinje cells. In the absence of astrocytic ensheathment, Purkinje cell somata became hyperinnervated by Purkinje cell recurrent axon collaterals. Recurrent axon collaterals also projected to Purkinje cell dendritic spines. In later studies, exposure of cerebellar cultures to a different formulation of cytosine arabinoside (Pfanstiehl) also affected granule cells and oligodendrocytes but did not compromise astrocyte function. The different susceptibility of astrocytes to the two preparations of cytosine arabinoside (Sigma and Pfanstiehl) has provided the opportunity to examine the electrophysiological properties of Purkinje cells in the presence and absence of functional glia. Ensheathed Purkinje cells in granuloprival cultures exhibit within two weeks in vitro similar passive membrane properties as Purkinje cells in control cultures. Their input resistance is significantly higher and their spontaneous single-unit discharge is significantly lower than that of unensheathed Purkinje cells. This effect suggests that ensheathed Purkinje cells in cytosine arabinoside (Pfanstiehl)-treated cultures are more responsive to the profuse Purkinje cell recurrent axon collateral inhibitory projection to dendritic spines. These studies also show that the presence of functional glia and/or astrocytic ensheathment can be correlated with the development of complex spike activity by Purkinje cells in vitro. Purkinje cells in cultures treated with cytosine arabinoside (Pfanstiehl), which does not compromise astrocytic ensheathment, display membrane conductances and spike activity similar to mature Purkinje cells in control cultures. By contrast, Purkinje cells in cultures treated with cytosine arabinoside (Sigma), and devoid of astrocytic ensheathment, display mainly simple spike activity reminiscent of the type of activity seen in less mature neurons.
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Affiliation(s)
- R Drake-Baumann
- VA Medical Center and Department of Neurology, Oregon Health Sciences University, Portland 97201, USA
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Nam SC, Hockberger PE. Analysis of spontaneous electrical activity in cerebellar Purkinje cells acutely isolated from postnatal rats. JOURNAL OF NEUROBIOLOGY 1997; 33:18-32. [PMID: 9212067 DOI: 10.1002/(sici)1097-4695(199707)33:1<18::aid-neu3>3.0.co;2-g] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Whole-cell patch recording techniques were used to analyze spontaneous electrical activity in cerebellar Purkinje cells acutely isolated from postnatal rats. Spontaneous activity was present in 65% of the cells examined, and it included simple and complex firing patterns which persisted under conditions that eliminated residual or reformed synaptic contacts. Under voltage clamp, both spontaneous and quiescent cells displayed similar voltage-dependent conductances. Inward current was carried by Na+ through tetrodotoxin (TTX)-sensitive channels and by Ca2+ through P-type and T-type Ca channels. P-type current was present in all cells examined. T-type current was found in <50%, and it did not correlate with spontaneous activity. We found no evidence of a transient (A-type) potassium current or hyperpolarization-activated cationic current in either spontaneous or quiescent cells. Spontaneous activity did correlate with a lower activation threshold of the Na current, resulting in substantial overlap of the activation and inactivation curves. TTX reduced the holding current of spontaneous cells clamped between -50 and -30 mV, consistent with the presence of a Na "window" current. We were unable, however, to measure a persistent component of the Na current using voltage steps, a result which may reflect the complex gating properties of Na channels. An Na window current could provide the driving force underlying spontaneous activity, as well as plateau potentials, in Purkinje cells.
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Affiliation(s)
- S C Nam
- Institute for Neuroscience and Department of Physiology, Northwestern University Medical School, Chicago, Illinois 60611, USA
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Antkowiak B, Heck D. Effects of the volatile anesthetic enflurane on spontaneous discharge rate and GABA(A)-mediated inhibition of Purkinje cells in rat cerebellar slices. J Neurophysiol 1997; 77:2525-38. [PMID: 9163374 DOI: 10.1152/jn.1997.77.5.2525] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The effects of the volatile anesthetic enflurane on the spontaneous action potential firing and on gamma-aminobutyric acid-A (GABA(A))-mediated synaptic inhibition of Purkinje cells were investigated in sagittal cerebellar slices. The anesthetic shifted the discharge patterns from continuous spiking toward burst firing and decreased the frequency of extracellularly recorded spontaneous action potentials in a concentration-dependent manner. Half-maximal reduction was observed at a concentration corresponding to 2 MAC (1 MAC induces general anesthesia in 50% of patients and rats). When the GABA(A) antagonist bicuculline was present, 2 MAC enflurane reduced action potential firing only by 13 +/- 8% (mean +/- SE). In further experiments, inhibitory postsynaptic currents (IPSCs) were monitored in the whole cell patch-clamp configuration from cells voltage clamped close to -80 mV. At 1 MAC, enflurane attenuated the mean amplitude of IPSCs by 54 +/- 3% while simultaneously prolonging the time courses of monoexponential current decays by 413 +/- 69%. These effects were similar when presynaptic action potentials were suppressed by 1 microM tetrodotoxin. At 1-2 MAC, enflurane increased GABA(A)-mediated inhibition of Purkinje cells by 97 +/- 20% to 159 +/- 38%. During current-clamp recordings, the anesthetic (2 MAC) hyperpolarized the membrane potential by 5.2 +/- 1.1 mV in the absence, but only by 1.6 +/- 1.2 mV in the presence, of bicuculline. These results suggest that enflurane-induced membrane hyperpolarizations, as well as the reduction of spike rates, were partly caused by an increase in synaptic inhibition. Induction of burst firing was related to other actions of the anesthetic, probably an accelerated activation of an inwardly directed cationic current and a depression of spike afterhyperpolarizations.
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Affiliation(s)
- B Antkowiak
- Max-Planck-Institut für Biologische Kybernetik, Tuebingen, Germany
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Drake-Baumann R, Seil FJ. Electrophysiological differences between Purkinje cells in organotypic and granuloprival cerebellar cultures. Neuroscience 1995; 69:467-76. [PMID: 8552242 DOI: 10.1016/0306-4522(95)00263-i] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Organotypic cerebellar cultures derived from newborn mice were exposed to cytosine arabinoside for the first five days in vitro to destroy granule cells and functionally compromise glia. Such granuloprival cultures undergo a circuit reorganization featured by Purkinje cells sprouting recurrent axon collaterals that hyperinnervate other Purkinje cells. Intracellular recordings were used to compare the electrophysiological properties of Purkinje cells in granuloprival cultures to those of Purkinje cells in standard cultures. Purkinje cells in granuloprival cultures have similar membrane potentials to those of Purkinje cells in standard cultures, but have a lower input resistance. A reduced input resistance could affect the effectiveness of inhibitory synaptic input. Intracellular recordings from Purkinje cells of standard cerebellar cultures between 13 and 21 days in vitro exhibit spike activity consisting of a mixture of complex and simple spikes. The complex spikes contain a fast rising action potential followed by a depolarizing potential on which a plateau and several spike-like components are superimposed. This type of activity has been observed in mature Purkinje cells in vivo and in vitro. By contrast, at resting membrane potential Purkinje cells in granuloprival cultures have simple spike activity reminiscent of the type of activity seen in immature Purkinje cells, while at hyperpolarized potentials they generate complex spikes. These observations indicate differences in the expression of intrinsic electrophysiological properties underlying complex spike generation between Purkinje cells of organotypic and granuloprival cerebellar cultures. Our results illustrate the considerable plasticity of Purkinje cells in the presence of altered neuronal circuitry. In the absence of normal excitatory input, their spontaneous activity is regulated by intrinsic membrane properties.
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Affiliation(s)
- R Drake-Baumann
- Neurology Research, VA Medical Center, Oregon Health Sciences University, Portland 97201, USA
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Mouginot D, Gähwiler BH. Characterization of synaptic connections between cortex and deep nuclei of the rat cerebellum in vitro. Neuroscience 1995; 64:699-712. [PMID: 7715782 DOI: 10.1016/0306-4522(94)00456-f] [Citation(s) in RCA: 60] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Intracellular recordings were used to characterize the inhibitory synapses formed by Purkinje cells on neurons in the deep cerebellar nuclei of the rat. This work was performed on organotypic cerebellar cultures where functional connections between Purkinje cells and deep cerebellar neurons are formed de novo. After blocking ionotropic excitatory amino acid, and GABAA receptors with 6-cyano-7-nitro-quinoxaline-2,3-dione,D-2-amino-5-phosphonovalerate and bicuculline, respectively, the majority of deep cerebellar neurons fired spontaneously without accommodation. This tonic firing was linearly dependent on membrane potential and was abolished with hyperpolarization. Bath application of muscimol and baclofen reversibly hyperpolarized deep cerebellar nuclei cells. In the presence of excitatory amino acid receptor antagonists, field stimulation within the Purkinje cell layer induced monosynaptic inhibitory potentials in deep cerebellar neurons that were graded and completely blocked by bicuculline. Inhibitory potential amplitudes were not markedly reduced during fast repetitive stimulation of Purkinje cells, and the resulting hyperpolarization was not affected by the competitive GABAB receptor antagonist CGP 35348. A single inhibitory potential temporarily interrupted trains of action potentials induced in deep cerebellar cells by short depolarizing pulses. Trains of five inhibitory postsynaptic potentials, evoked at 20 Hz, induced a hyperpolarization which transiently blocked the spontaneous firing of deep cerebellar cells. The efficiency to block action potential discharges depended on the frequency of evoked inhibitory potentials. Bath application of bicuculline induced burst discharges in the control solution. When the excitatory amino acid receptors were pharmacologically blocked, bicuculline depolarized deep cerebellar neurons inducing sustained action potential discharges. In the presence of tetrodotoxin, bicuculline abolished miniature inhibitory postsynaptic potentials and resulted in a membrane depolarization of deep cerebellar cells. We conclude that deep cerebellar neurons isolated from synaptic inputs display a pacemaker-like activity. Although these neurons possess GABAA and GABAB receptors, we confirm that only GABAA receptors were involved in the generation of inhibitory postsynaptic potentials, even with high frequency stimulation. The amplitude of evoked inhibitory potentials was weakly frequency-dependent, thus allowing a powerful inhibition of the pacemaker-like activity by trains of evoked inhibitory postsynaptic potentials. Additionally, spontaneous and miniature inhibitory potentials control the excitability of deep cerebellar neurons by exerting a continuous hyperpolarizing tone.
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Affiliation(s)
- D Mouginot
- Brain Research Institute, University of Zürich, Switzerland
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