Ultrastructural Study of the Human Cerebellar Cortex
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The Cerebellar Microcircuit As an Adaptive Filter: Experimental and Computational Evidence
REVIEWS The cerebellar microcircuit as an adaptive filter: experimental and computational evidence Paul Dean*, John Porrill*, Carl-Fredrik Ekerot‡ and Henrik Jörntell‡ Abstract | Initial investigations of the cerebellar microcircuit inspired the Marr–Albus theoretical framework of cerebellar function. We review recent developments in the experimental understanding of cerebellar microcircuit characteristics and in the computational analysis of Marr–Albus models. We conclude that many Marr–Albus models are in effect adaptive filters, and that evidence for symmetrical long-term potentiation and long-term depression, interneuron plasticity, silent parallel fibre synapses and recurrent mossy fibre connectivity is strikingly congruent with predictions from adaptive-filter models of cerebellar function. This congruence suggests that insights from adaptive-filter theory might help to address outstanding issues of cerebellar function, including both microcircuit processing and extra-cerebellar connectivity. (BOX 2) Purkinje cell In 1967, Eccles, Ito and Szentagothai published their of spike . Simple spikes are normal action poten- 1 By far the largest neuron of the landmark book The Cerebellum as a Neuronal Machine , tials and are thought to be modulated by the many PFs cerebellum and the sole output which described for the first time the detailed microcir- that contact the PC dendritic tree. By contrast, complex of the cerebellar cortex. cuitry of an important structure in the brain. Perhaps the spikes are unique to PCs. The CF input to the PC is one Receives climbing fibre input and integrates inputs from most striking feature of the cerebellar cortical microcircuit of the most powerful synaptic junctions of the CNS, and parallel fibres and (BOX 1) is that Purkinje cells (PCs), which provide the sole complex spikes occur only when the CF fires. -
Molecular Plasticity of Adult Bergmann Fibers Is Associated with Radial Migration of Grafted Purkinje Cells
The Journal of Neuroscience, January 1994, 14(i): 124-133 Molecular Plasticity of Adult Bergmann Fibers Is Associated with Radial Migration of Grafted Purkinje Cells Constantino Sotelo,’ Rosa-Magda Alvarado-Mallart,i Monique Frain,2 and Muriel Verner ‘Neuromorphologie: Dkveloppement, Evolution, INSERM U. 106, HBpital de la Salpktrikre, 75651 Paris Cedex 13, France, *Biologic Molkulaire du Dkveloppement, INSERM U. 368 Ecole Normale Supkrieure, 75230 Paris Cedex, France, and 31nstitut Cochin de Gbnbtique Molkulaire, CJF 9003 INSERM, 75014 Paris, France Embryonic Purkinje cells (PCs) from cerebellar primordia adult cerebellum and become functionally integrated into the grafted in adult pcd mutant cerebellum replace missing PCs synaptic circuitry of the cerebellarcortex of the host (Sotelo and of the host, and become synaptically integrated into the de- Alvarado-Mallart, 1991). The cerebellar mutant mouse strains fective cerebellar circuit. This process of neuronal replace- .LJC~,nr, and Lc, in which Purkinje cells (PCs) die (Sidman and ment starts with the invasion of grafted PCs into the host Green, 1970; Mullen et al., 1976; Caddy and Biscoe, 1979; cerebellum, and their radial migration through its molecular Wassef et al., 1987; Dumesnil-Bousez and Sotelo, 1992), have layer. The present study is aimed at determining whether provided models for studying graft integration (Sotelo and Al- the glial axes for this migration are embryonic radial glial varado-Mallart, 1986, 1987a, 1991, 1992; Dumesnil-Bousezand cells that comigrate with the grafted PCs, or adult Bergmann Sotelo, 1993). Penetration of grafted PCs into the cerebellum fibers of the host, transiently reexpressing the molecular of mutant hosts begins 3-4 d after grafting (DAG 3-4) by tan- cues needed for their guidance of the migration. -
Prevalent Presence of Periodic Actin–Spectrin-Based Membrane Skeleton in a Broad Range of Neuronal Cell Types and Animal Species
Prevalent presence of periodic actin–spectrin-based membrane skeleton in a broad range of neuronal cell types and animal species Jiang Hea,b,c,1,2, Ruobo Zhoua,b,c,2, Zhuhao Wud, Monica A. Carrascoe,3, Peri T. Kurshanf,g, Jonathan E. Farleyh,i, David J. Simond, Guiping Wanga,b,c, Boran Hana,b,c, Junjie Haoa,b,c, Evan Hellera,b,c, Marc R. Freemanh,i, Kang Shenf,g, Tom Maniatise, Marc Tessier-Lavigned, and Xiaowei Zhuanga,b,c,4 aHoward Hughes Medical Institute, Harvard University, Cambridge, MA 02138; bDepartment of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138; cDepartment of Physics, Harvard University, Cambridge, MA 02138; dLaboratory of Brain Development and Repair, The Rockefeller University, New York, NY 10065; eDepartment of Biochemistry and Molecular Biophysics, Columbia University Medical Center, New York, NY 10032; fHoward Hughes Medical Institute, Stanford University, Stanford, CA 94305; gDepartment of Biology, Stanford University, Stanford, CA 94305; hHoward Hughes Medical Institute, University of Massachusetts Medical School, Worcester, MA 01605; and iDepartment of Neurobiology, University of Massachusetts Medical School, Worcester, MA 01605 Contributed by Xiaowei Zhuang, April 8, 2016 (sent for review March 25, 2016; reviewed by Bo Huang and Feng Zhang) Actin, spectrin, and associated molecules form a periodic, submem- structure, short actin filaments are organized into repetitive, brane cytoskeleton in the axons of neurons. For a better understand- ring-like structures that wrap around the circumference of the ing of this membrane-associated periodic skeleton (MPS), it is axon with a periodicity of ∼190 nm; adjacent actin rings are important to address how prevalent this structure is in different connected by spectrin tetramers, and actin short filaments in the neuronal types, different subcellular compartments, and across rings are capped by adducin (12). -
Glycine Transporters Are Differentially Expressed Among CNS Cells
The Journal of Neuroscience, May 1995, 1~75): 3952-3969 Glycine Transporters Are Differentially Expressed among CNS Cells Francisco Zafra,’ Carmen Arag&?,’ Luis Olivares,’ Nieis C. Danbolt, Cecilio GimBnez,’ and Jon Storm- Mathisen* ‘Centro de Biologia Molecular “Sever0 Ochoa,” Facultad de Ciencias, Universidad Autbnoma de Madrid, E-28049 Madrid, Spain, and *Anatomical Institute, University of Oslo, Blindern, N-0317 Oslo, Norway Glycine is the major inhibitory neurotransmitter in the spinal In addition, glycine is a coagonist with glutamate on postsyn- cord and brainstem and is also required for the activation aptic N-methyl-D-aspartate (NMDA) receptors (Johnson and of NMDA receptors. The extracellular concentration of this Ascher, 1987). neuroactive amino acid is regulated by at least two glycine The reuptake of neurotransmitter amino acids into presynaptic transporters (GLYTl and GLYTZ). To study the localization nerve endings or the neighboring fine glial processes provides a and properties of these proteins, sequence-specific antibod- way of clearing the extracellular space of neuroactive sub- ies against the cloned glycine transporters have been stances, and so constitutes an efficient mechanism by which the raised. lmmunoblots show that the 50-70 kDa band corre- synaptic action can be terminated (Kanner and Schuldiner, sponding to GLYTl is expressed at the highest concentra- 1987). Specitic high-affinity transport systems have been iden- tions in the spinal cord, brainstem, diencephalon, and retina, tified in nerve terminals and glial cells for several amino acid and, in a lesser degree, to the olfactory bulb and brain hemi- neurotransmitters, including glycine (Johnston and Iversen, spheres, whereas it is not detected in peripheral tissues. -
Acetylcholine Modulates Cerebellar Granule Cell Spiking by Regulating the Balance of Synaptic Excitation and Inhibition
2882 • The Journal of Neuroscience, April 1, 2020 • 40(14):2882–2894 Systems/Circuits Acetylcholine Modulates Cerebellar Granule Cell Spiking by Regulating the Balance of Synaptic Excitation and Inhibition X Taylor R. Fore, Benjamin N. Taylor, Nicolas Brunel, and XCourt Hull Department of Neurobiology, Duke University Medical School, Durham, North Carolina 27710 Sensorimotor integration in the cerebellum is essential for refining motor output, and the first stage of this processing occurs in the granule cell layer. Recent evidence suggests that granule cell layer synaptic integration can be contextually modified, although the circuit mechanisms that could mediate such modulation remain largely unknown. Here we investigate the role of ACh in regulating granule cell layer synaptic integration in male rats and mice of both sexes. We find that Golgi cells, interneurons that provide the sole source of inhibition to the granule cell layer, express both nicotinic and muscarinic cholinergic receptors. While acute ACh application can modestly depolarize some Golgi cells, the net effect of longer, optogenetically induced ACh release is to strongly hyperpolarize Golgi cells. Golgi cell hyperpolarization by ACh leads to a significant reduction in both tonic and evoked granule cell synaptic inhibition. ACh also reduces glutamate release from mossy fibers by acting on presynaptic muscarinic receptors. Surprisingly, despite these consistent effects on Golgi cells and mossy fibers, ACh can either increase or decrease the spike probability of granule cells as measured by noninvasive cell-attached recordings. By constructing an integrate-and-fire model of granule cell layer population activity, we find that the direction of spike rate modulation can be accounted for predominately by the initial balance of excitation and inhibition onto individual granule cells. -
Cerebellar Granule Cells in Culture
Proc. Nati. Acad. Sci. USA Vol. 83, pp. 4957-4961, July 1986 Neurobiology Cerebellar granule cells in culture: Monosynaptic connections with Purkinje cells and ionic currents (excitatory postsynaptic potential/patch-clamp) ToMoo HIRANO, YOSHIHIRo KUBO, AND MICHAEL M. WU Department of Neurobiology, Institute of Brain Research, School of Medicine, University of Tokyo, Tokyo, Japan Communicated by S. Hagiwara, March 6, 1986 ABSTRACT Electrophysiological properties of cerebellar tissue was dissociated by triturating with a fire-polished granule cells and synapses between granule and Purkinje cells Pasteur pipette in Ca-free Hanks' balanced salt solution were studied in dissociated cultures. Electrophysiological prop- containing 0.05% DNase and 12 mM MgSO4. The cells were erties of neurons and synapses in the mammalian central centrifuged at 150 x g at 40C and the pelleted cells were nervous system are best studied in dissociated cell cultures resuspended at a concentration of about 106 cells per ml in a because of good target cell visibility, control over the contents defined medium (9). One milliliter ofthe cell suspension from of the extracellular solution, and the feasibility of whole-cell newborn rats was plated first in a Petri dish (3.5 cm in patch electrode recording, which has been a powerful tech- diameter) containing several pieces ofheat-sterilized, poly(L- nique in analyzing biophysical properties of ionic channels in lysine)-coated coverslips, and then 1 ml of fetal cell suspen- small cells. We have applied this whole-cell recording technique sion was added. One-half of the culture medium was ex- to cultured cerebellar granule cells whose electrophysiological changed with fresh medium once a week. -
Profound Functional and Molecular Diversity of Mitochondria Revealed by Cell Type-Specific Profiling in Vivo
bioRxiv preprint doi: https://doi.org/10.1101/403774; this version posted August 29, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-NC-ND 4.0 International license. Profound functional and molecular diversity of mitochondria revealed by cell type-specific profiling in vivo Authors: Caroline Fecher1,2,3,#, Laura Trovò1,2,#, Stephan A. Müller2,4, Nicolas Snaidero1,2, Jennifer Wettmarshausen5,6, Sylvia Heink7, Oskar Ortiz8,$, Ingrid Wagner9, Ralf Kühn8,$$, Jana Hartmann10, Rosa Maria Karl10, Arthur Konnerth10,11,12, Thomas Korn7,11, Wolfgang Wurst2,8,11,13, Doron Merkler9, Stefan F. Lichtenthaler2,4,11, Fabiana Perocchi5,6,11 and Thomas Misgeld1,2,11,12,* Affiliations: 1 Institute of Neuronal Cell Biology, Technical University of Munich, Germany 2 German Center for Neurodegenerative Diseases, Munich, Germany 3 Graduate School of Systemic Neuroscience, Ludwig-Maximilians University, Munich, Germany 4 Neuroproteomics, School of Medicine, Klinikum rechts der Isar, and Institute for Advanced Study, Technical University of Munich, Germany 5 Gene Center Munich, Ludwig-Maximilians University, Munich, Germany 6 Institute for Diabetes and Obesity, Helmholtz Zentrum München, Munich, Germany 7 Experimental Neuroimmunology, Klinikum rechts der Isar, Technical University of Munich, Germany 8 Institute of Developmental Genetics, Helmholtz Zentrum München, Munich, Germany 9 Department of -
A Theory of Cerebellar Function
NUMBERS 112. FEBRUARY 191 MATHEMATICAL BIOSCIENCES 25 A Theory of Cerebellar Function JAMES S. ALBUS Cybernetics and Subsystem Development Section Datu Techltiques Branch Goddard Space Flight Center Greenbelt, Maryland Communicated by Donald H. Perkel ____ ABSTRACT A comprehensive theory of cerebellar function is presented, which ties together the known anatomy and physiology of the cerebellum into a pattern -recognition data processing system. The cerebellum is postulated to be functionally and structurally equivalent to a modification of the classical Perceptron pattern -classification device. Itis suggested that the mossy fiber -+ granule cell -+ Golgi cell input network performs an expansion recoding that enhances the pattern -discrimination capacity and learning speed of the cerebellar Purkinje response cells. Parallel fiber synapses of the dendritic spines of Purkinje cells, basket cells, and stellate cells are all postulated to be specifically variable in response to climbing fiber activity. It is argued that this variability is the mechanism of pattern storage. It is demonstrated that, in order for the learning process to be stable, pattern storage must be accomplished principally by weakening synaptic weights rather than by strengthening them. 1. INTRODUCTION A great body of facts has been known for many years concerning the general organization and structure of the cerebellum. The regularity and relative simplicity ofthe cerebellar cortex have fascinated anatomists since the earliest days of systematic neuronanatomical observations. In just the past 7 or 8 years, however, the electron microscope and refined micro- neurophysiological techniques have revealed critical structural details that make possible comprehensive theories of cerebellar function. A great deal of the recent physiological data about the cerebellum come from an elegant series of experiments by Eccles and his coworkers. -
Control of Cerebellar Granule Cell Output by Sensory-Evoked Golgi Cell Inhibition
Control of cerebellar granule cell output by sensory-evoked Golgi cell inhibition Ian Duguid1,2,3, Tiago Branco1,4, Paul Chadderton5, Charlotte Arlt, Kate Powell6, and Michael Häusser3 Wolfson Institute for Biomedical Research and Department of Neuroscience, Physiology, and Pharmacology, University College London, London WC1E 6BT, United Kingdom Edited by Masao Ito, RIKEN Brain Science Institute, Wako, Japan, and approved September 1, 2015 (received for review May 25, 2015) Classical feed-forward inhibition involves an excitation–inhibition Results sequence that enhances the temporal precision of neuronal re- Sensory-Evoked Phasic and Spillover Golgi Cell Inhibition Precedes sponses by narrowing the window for synaptic integration. In Mossy Fiber Excitation in Granule Cells. Cerebellar granule cells the input layer of the cerebellum, feed-forward inhibition is thought receive direct phasic and indirect or “spillover” GABAergic in- to preserve the temporal fidelity of granule cell spikes during mossy put from Golgi cells (6, 16, 20, 21). To investigate the temporal fiber stimulation. Although this classical feed-forward inhibitory cir- dynamics of sensory-evoked inhibition in vivo, we recorded cuit has been demonstrated in vitro, the extent to which inhibition spontaneous and sensory-evoked excitatory (Vhold = −70 mV) shapes granule cell sensory responses in vivo remains unresolved. and inhibitory (Vhold = 0 mV) currents from the same granule Here we combined whole-cell patch-clamp recordings in vivo and cells in Crus II (Fig. 1 A–D). Granule cells were identified based dynamic clamp recordings in vitro to directly assess the impact of on their characteristic electrophysiological properties (Table S1), Golgi cell inhibition on sensory information transmission in the depth from the pial surface (>250 μm), and morphology (Fig. -
Differences in the Developmental Patterns of Three Microtubule-Associated Proteins in the Rat Cerebellum’
0270.8474/85/0504-0977$02.00/O The Journal of Neuroscience Copyright 0 Society for Neuroscience Vol. 5, No. 4, pp. 977-991 Printed in U.S.A. April 1985 Differences in the Developmental Patterns of Three Microtubule-associated Proteins in the Rat Cerebellum’ ROBERT BERNHARDT,2 GERDA HUBER,3 AND ANDREW MATUS Friedrich Miescher-lnstitut, P. 0. Box 2543, CH-4002 Base/, Switzerland Abstract MAPS are potentially important physiological regulators of neuronal differentiation. The developmental distribution patternS of microtubule- It has become clear that microtubules of different tissues and cell associated proteins (MAPS) 1, 2, and 3 were studied using types are characterized by different MAPS. Thus, a category of high three monoclonal antibodies. lmmunochemical staining at the molecular weight MAPS, later identified as MAP2, is exclusively light and electron microscopic levels demonstrated the spe- expressed in adult neurons where it is most concentrated in den- cific localization of each MAP in different cellular and sub- drites (Matus et al., 1981, 1983; Caceres et al., 1983, 1984; Wiche cellular compartments. (i) MAPS, which is specifically asso- et al., 1983; Bernhardt and Matus, 1984; De Camilli et al., 1984). ciated with dendritic microtubules in the adult brain, is strictly This suggested the possibility that MAP2 could be specifically associated with growing dendrites from the onset of their involved in the formation of dendritic microtubules and hence could formation. (ii) MAP3, a recently described MAP of M, = play a significant role in the regulation of dendrite growth. This idea 180,000, which in the adult brain is associated with neurofi- found further support from immunohistochemical data of developing lament-rich axons and glial processes, is associated with brain (Bernhardt and Matus, 1982; Matus et al., 1983; Burgoyne and axons from the beginning of outgrowth. -
Lnteractions Between Cerebellar Purkinje Cells and Their Associated
Neuron-glia interactions of Purkinje cells is preserved in organotypic cerebellar astrocytes that is reflected in some neuron-glia cultures. As defined by Palay and Chan-Palay (1974), interactions that are not necessarily typical, but may be the sheaths are formed predominantly by processes of characteristic of more tightly coupled cells. With this Golgi epithelial cells, the astrocytes that give rise to the caveat in mind, we will examine the evidence for these radial Bergmann fibers that extend through the particular astrocytic properties. molecular layer of the cerebellar cortex and provide a lattice for granule cell migration (Rakic, 1971). These The cerebellar culture models astrocytes are often, though inappropriately, referred to as "Bergmann glia." Purkinje cells are the only neurons Parasagittally oriented cerebellar explants derived in the cerebellar cortex that are fully ensheathed by from newborn (within 24 hours after birth) Swiss- astrocytes, whereas basket and stellate cells have only Webster mice and maintained in Maximow chambers for partial sheaths and Golgi and granule cells (Fig. 3) are 2 or more weeks exhibit many of the structural and generally unensheathed (Palay and Chan-Palay, 1974). It functional characteristics of the cerebellum in vivo (Seil, is this close relationship between Purkinje cells and 1972; Leiman and Seil, 1973; reviewed in Seil, 1979, Fig. 1. Purkinje cell from an untreated control cerebellar culture, 15 DIV. Shown is the soma and a pottion of a dendrite (d) extending upward. The soma is surrounded by an astrocytic sheath, which appears as a relatively clear area immediately adjacent to the smoothly contoured soma membrane. Five axon terminals intenupt the sheath to contact the soma, two of which are synaptic contacts (large arrows). -
Cerebellar Histology & Circuitry
Cerebellar Histology & Circuitry Histology > Neurological System > Neurological System CEREBELLAR HISTOLOGY & CIRCUITRY SUMMARY OVERVIEW Gross Anatomy • The folding of the cerebellum into lobes, lobules, and folia allows it to assume a tightly packed, inconspicuous appearance in the posterior fossa. • The cerebellum has a vast surface area, however, and when stretched, it has a rostrocaudal expanse of roughly 120 centimeters, which allows it to hold an estimated one hundred billion granule cells — more cells than exist within the entire cerebral cortex. - It is presumed that the cerebellum's extraordinary cell count plays an important role in the remarkable rehabilitation commonly observed in cerebellar stroke. Histology Two main classes of cerebellar nuclei • Cerebellar cortical neurons • Deep cerebellar nuclei CEREBELLAR CORTICAL CELL LAYERS Internal to external: Subcortical white matter Granule layer (highly cellular) • Contains granule cells, Golgi cells, and unipolar brush cells. Purkinje layer 1 / 9 • Single layer of large Purkinje cell bodies. • Purkinje cells project a fine axon through the granule cell layer. - Purkinje cells possess a large dendritic system that arborizes (branches) extensively and a single fine axon. Molecular layer • Primarily comprises cell processes but also contains stellate and basket cells. DEEP CEREBELLAR NUCLEI From medial to lateral: Fastigial Globose Emboliform Dentate The globose and emboliform nuclei are also known as the interposed nuclei • A classic acronym for the lateral to medial organization of the deep nuclei is "Don't Eat Greasy Food," for dentate, emboliform, globose, and fastigial. NEURONS/FUNCTIONAL MODULES • Fastigial nucleus plays a role in the vestibulo- and spinocerebellum. • Interposed nuclei are part of the spinocerebellum. • Dentate nucleus is part of the pontocerebellum.