Adaptation of whisker movements requires cerebellar potentiation

The ability to adapt while exploring the world is critical for survival, yet how it comes about is unclear. Here we show that a whisker protraction reflex can be elicited following rostro-caudal pad stimulation, and that short-term kinematics of this reflex are enhanced when coherent complex spike activity of cerebellar Purkinje cells occurs in crus 1. Instead, the long-term kinematics can be adapted by tetanic stimulation and this adaptation is largely controlled by changes in the simple spike activity of Purkinje cells in crus 2. Increases in whisker protraction correlate with preceding increases in simple spikes in trial-by-trial variation analysis, and both behavioral and spike adaptation are absent in independent mouse models in which postsynaptic long-term potentiation of Purkinje cells is blocked. These differentially distributed short-term and long-term cerebellum-dependent modulations of whisker movements may come into play during coordination and adaptation of natural behaviors like gap crossing and prey capture. Impact statement Romano et al. show direct coupling between increased cerebellar activity and motor learning, with both phenomena being absent in independent mouse models lacking parallel fiber LTP.

[1]  Lin Tian,et al.  Activity in motor-sensory projections reveals distributed coding in somatosensation , 2012, Nature.

[2]  D. Kleinfeld,et al.  Reversing cerebellar long-term depression , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[3]  Laurentiu S. Popa,et al.  Predictive and Feedback Performance Errors Are Signaled in the Simple Spike Discharge of Individual Purkinje Cells , 2012, The Journal of Neuroscience.

[4]  Wei Zhang,et al.  Long-Term Depression at the Mossy Fiber–Deep Cerebellar Nucleus Synapse , 2006, The Journal of Neuroscience.

[5]  Reza Shadmehr,et al.  Encoding of error and learning to correct that error by the Purkinje cells of the cerebellum , 2018, Nature Neuroscience.

[6]  Roger Y Tsien,et al.  A new form of cerebellar long-term potentiation is postsynaptic and depends on nitric oxide but not cAMP , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[7]  R. Huganir,et al.  Reevaluating the Role of LTD in Cerebellar Motor Learning , 2011, Neuron.

[8]  Rune W. Berg,et al.  Rhythmic whisking by rat: retraction as well as protraction of the vibrissae is under active muscular control. , 2003, Journal of neurophysiology.

[9]  C. Hansel,et al.  Bidirectional Parallel Fiber Plasticity in the Cerebellum under Climbing Fiber Control , 2004, Neuron.

[10]  George J Augustine,et al.  Serial processing of kinematic signals by cerebellar circuitry during voluntary whisking , 2017, Nature Communications.

[11]  R. Llinás,et al.  Patterns of Spontaneous Purkinje Cell Complex Spike Activity in the Awake Rat , 1999, The Journal of Neuroscience.

[12]  S. Tonegawa,et al.  Deficient cerebellar long-term depression and impaired motor learning in mGluR1 mutant mice , 1994, Cell.

[13]  M. Häusser,et al.  Encoding of Oscillations by Axonal Bursts in Inferior Olive Neurons , 2009, Neuron.

[14]  J. Voogd,et al.  Topography of cerebellar nuclear projections to the brain stem in the rat. , 2000, Progress in brain research.

[15]  Devika Narain,et al.  A cerebellar mechanism for learning prior distributions of time intervals , 2017, Nature Communications.

[16]  J. Simpson,et al.  Spatial organization of visual messages of the rabbit's cerebellar flocculus. II. Complex and simple spike responses of Purkinje cells. , 1988, Journal of neurophysiology.

[17]  M. Brecht,et al.  Tactile experience shapes prey-capture behavior in Etruscan shrews , 2012, Front. Behav. Neurosci..

[18]  S. B. Vincent,et al.  The tactile hair of the white rat , 1913 .

[19]  M. Diamond,et al.  Whisker sensory system – From receptor to decision , 2013, Progress in Neurobiology.

[20]  Richard F. Thompson,et al.  Neural substrates of eyeblink conditioning: acquisition and retention. , 2003, Learning & memory.

[21]  D. Linden From Molecules to Memory in the Cerebellum , 2003, Science.

[22]  F. Haiss,et al.  Spatiotemporal Dynamics of Cortical Sensorimotor Integration in Behaving Mice , 2007, Neuron.

[23]  S. Lisberger,et al.  Visual responses of Purkinje cells in the cerebellar flocculus during smooth-pursuit eye movements in monkeys. I. Simple spikes. , 1990, Journal of neurophysiology.

[24]  Masahiko Watanabe,et al.  Structure–Function Relationships between Aldolase C/Zebrin II Expression and Complex Spike Synchrony in the Cerebellum , 2015, The Journal of Neuroscience.

[25]  Joseph P. Huston,et al.  The pharmacology, neuroanatomy and neurogenetics of one-trial object recognition in rodents , 2007, Neuroscience & Biobehavioral Reviews.

[26]  A. Wing,et al.  Active touch sensing , 2011, Philosophical Transactions of the Royal Society B: Biological Sciences.

[27]  Andrej Kosir,et al.  Unsupervised quantification of whisking and head movement in freely moving rodents. , 2011, Journal of neurophysiology.

[28]  Vincenzo Romano,et al.  Cerebellar Potentiation and Learning a Whisker-Based Object Localization Task with a Time Response Window , 2014, The Journal of Neuroscience.

[29]  Samuel S-H Wang,et al.  Identification and clustering of event patterns from in vivo multiphoton optical recordings of neuronal ensembles. , 2008, Journal of neurophysiology.

[30]  G. Hesslow,et al.  Acquisition, Extinction, and Reacquisition of a Cerebellar Cortical Memory Trace , 2007, The Journal of Neuroscience.

[31]  J. Albus A Theory of Cerebellar Function , 1971 .

[32]  H. Bleckmann,et al.  Hydrodynamic Trail-Following in Harbor Seals (Phoca vitulina) , 2001, Science.

[33]  Chris I. De Zeeuw,et al.  Motor Learning Requires Purkinje Cell Synaptic Potentiation through Activation of AMPA-Receptor Subunit GluA3 , 2017, Neuron.

[34]  J. Houk,et al.  Somatosensory properties of the inferior olive of the cat , 1983, The Journal of comparative neurology.

[35]  J. V. Burg,et al.  A retrograde double-labeling technique for light microscopy A combination of axonal transport of cholera toxin B-subunit and a gold-lectin conjugate , 1995, Journal of Neuroscience Methods.

[36]  I. Raman,et al.  Sensorimotor Integration and Amplification of Reflexive Whisking by Well-Timed Spiking in the Cerebellar Corticonuclear Circuit , 2018, Neuron.

[37]  George J Augustine,et al.  The cerebellum linearly encodes whisker position during voluntary movement , 2016, eLife.

[38]  V. Dürr,et al.  Antennal movements and mechanoreception: neurobiology of active tactile sensors , 2005 .

[39]  T. Hoogland,et al.  Neurons of the inferior olive respond to broad classes of sensory input while subject to homeostatic control , 2018 .

[40]  Michael Brecht,et al.  Whisker movements evoked by stimulation of single motor neurons in the facial nucleus of the rat. , 2008, Journal of neurophysiology.

[41]  D. Linden Neuroscience. From molecules to memory in the cerebellum. , 2003, Science.

[42]  Eduardo Ros,et al.  Distributed Circuit Plasticity: New Clues for the Cerebellar Mechanisms of Learning , 2016, The Cerebellum.

[43]  T. Prescott,et al.  Whisker touch guides canopy exploration in a nocturnal, arboreal rodent, the Hazel dormouse (Muscardinus avellanarius) , 2017, Journal of Comparative Physiology A.

[44]  Chris I. De Zeeuw,et al.  Climbing Fiber Input Shapes Reciprocity of Purkinje Cell Firing , 2013, Neuron.

[45]  M. Häusser,et al.  Spatial Pattern Coding of Sensory Information by Climbing Fiber-Evoked Calcium Signals in Networks of Neighboring Cerebellar Purkinje Cells , 2009, The Journal of Neuroscience.

[46]  Michael Brecht,et al.  Barrel cortex and whisker-mediated behaviors , 2007, Current Opinion in Neurobiology.

[47]  Ad Aertsen,et al.  Regular Patterns in Cerebellar Purkinje Cell Simple Spike Trains , 2007, PloS one.

[48]  J. Simpson,et al.  Spatial organization of visual messages of the rabbit's cerebellar flocculus. I. Typology of inferior olive neurons of the dorsal cap of Kooy. , 1988, Journal of neurophysiology.

[49]  S. D. Lac,et al.  Bidirectional Plasticity Gated by Hyperpolarization Controls the Gain of Postsynaptic Firing Responses at Central Vestibular Nerve Synapses , 2010, Neuron.

[50]  T. Woolsey,et al.  Comparative anatomical studies of the Sml face cortex with special reference to the occurrence of “barrels” in layer IV , 1975, The Journal of comparative neurology.

[51]  Hongkui Zeng,et al.  Forebrain-Specific Calcineurin Knockout Selectively Impairs Bidirectional Synaptic Plasticity and Working/Episodic-like Memory , 2001, Cell.

[52]  C. Hansel,et al.  Climbing Fiber Signaling and Cerebellar Gain Control , 2009, Front. Cell. Neurosci..

[53]  R Llinás,et al.  Bilaterally synchronous complex spike Purkinje cell activity in the mammalian cerebellum , 2001, The European journal of neuroscience.

[54]  W. T. Thach,et al.  Purkinje cell activity during motor learning , 1977, Brain Research.

[55]  Timothy J. Ebner,et al.  Modulation of sensory prediction error in Purkinje cells during visual feedback manipulations , 2018, Nature Communications.

[56]  M. Meyer,et al.  Cre recombinase expression in cerebellar Purkinje cells , 2000, Genesis.

[57]  Peer Wulff,et al.  Evolving Models of Pavlovian Conditioning: Cerebellar Cortical Dynamics in Awake Behaving Mice , 2015, Cell reports.

[58]  P. Gogan The startle and orienting reactions in man. A study of their characteristics and habituation. , 1970, Brain research.

[59]  Fan Wang,et al.  Parallel Inhibitory and Excitatory Trigemino-Facial Feedback Circuitry for Reflexive Vibrissa Movement , 2017, Neuron.

[60]  S. Lisberger Physiologic basis for motor learning in the vestibulo-ocular reflex , 1998, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.

[61]  Jerome Carriot,et al.  Learning to expect the unexpected: rapid updating in primate cerebellum during voluntary self-motion , 2015, Nature Neuroscience.

[62]  P. Thier,et al.  The Role of the Oculomotor Vermis in the Control of Saccadic Eye Movements , 2002, Annals of the New York Academy of Sciences.

[63]  A. Konnerth,et al.  Brief dendritic calcium signals initiate long-lasting synaptic depression in cerebellar Purkinje cells. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[64]  Yan Yang,et al.  Duration of complex-spikes grades Purkinje cell plasticity and cerebellar motor learning , 2014, Nature.

[65]  Links from complex spikes to local plasticity and motor learning in the cerebellum of awake-behaving monkeys. , 2008, Nature neuroscience.

[66]  D. Qiu,et al.  Sensory stimulus evokes inhibition rather than excitation in cerebellar Purkinje cells in vivo in mice , 2011, Neuroscience Letters.

[67]  B. Cohen,et al.  Dynamic modification of the vestibulo-ocular reflex by the nodulus and uvula. , 1985, Science.

[68]  Kouichi Hashimoto,et al.  The anatomical pathway from the mesodiencephalic junction to the inferior olive relays perioral sensory signals to the cerebellum in the mouse , 2018, The Journal of physiology.

[69]  Tycho M. Hoogland,et al.  Strength and timing of motor responses mediated by rebound firing in the cerebellar nuclei after Purkinje cell activation , 2013, Front. Neural Circuits.

[70]  J. Raymond,et al.  Timing Rules for Synaptic Plasticity Matched to Behavioral Function , 2016, Neuron.

[71]  Stephen G. Lisberger,et al.  Links from complex spikes to local plasticity and motor learning in the cerebellum of awake-behaving monkeys , 2008, Nature Neuroscience.

[72]  N. Swerdlow,et al.  The neural substrates of sensorimotor gating of the startle reflex: a review of recent findings and their implications , 1992, Journal of psychopharmacology.

[73]  Zengcai V. Guo,et al.  Flow of Cortical Activity Underlying a Tactile Decision in Mice , 2014, Neuron.

[74]  Yoshiko Kojima,et al.  Encoding of action by the Purkinje cells of the cerebellum , 2015, Nature.

[75]  Izumi Sugihara,et al.  Identification of aldolase C compartments in the mouse cerebellar cortex by olivocerebellar labeling , 2007, The Journal of comparative neurology.

[76]  R. Sprengel,et al.  Involvement of the AMPA Receptor GluR-C Subunit in Alcohol-Seeking Behavior and Relapse , 2006, The Journal of Neuroscience.

[77]  P. Buisseret,et al.  Trigemino‐reticulo‐facial and trigemino‐reticulo‐hypoglossal pathways in the rat , 2001, The Journal of comparative neurology.

[78]  Selmaan N. Chettih,et al.  Cerebellar-Dependent Expression of Motor Learning during Eyeblink Conditioning in Head-Fixed Mice , 2014, The Journal of Neuroscience.

[79]  T. Hoogland,et al.  Behavioral Correlates of Complex Spike Synchrony in Cerebellar Microzones , 2014, The Journal of Neuroscience.

[80]  A. Ahl The role of vibrissae in behavior: A status review , 1986, Veterinary Research Communications.

[81]  Reza Shadmehr,et al.  A memory of errors in sensorimotor learning , 2014, Science.

[82]  J. Deuchars,et al.  Role of Olivary Electrical Coupling in Cerebellar Motor Learning , 2008, Neuron.

[83]  Daniela Popa,et al.  Cerebellum involvement in cortical sensorimotor circuits for the control of voluntary movements , 2014, Nature Neuroscience.

[84]  R. Llinás,et al.  Morphological Correlates of Bilateral Synchrony in the Rat Cerebellar Cortex , 1996, The Journal of Neuroscience.

[85]  J. Simpson,et al.  Phase relations of Purkinje cells in the rabbit flocculus during compensatory eye movements. , 1995, Journal of neurophysiology.

[86]  F. A. Miles,et al.  Role of primate medial vestibular nucleus in long-term adaptive plasticity of vestibuloocular reflex. , 1980, Journal of neurophysiology.

[87]  D. Herman,et al.  Tactile object localization by anticipatory whisker motion. , 2015, Journal of neurophysiology.

[88]  Tatsuya Kimura,et al.  Cerebellar complex spikes encode both destinations and errors in arm movements , 1998, Nature.

[89]  Cathrin B. Canto,et al.  Role of Synchronous Activation of Cerebellar Purkinje Cell Ensembles in Multi-joint Movement Control , 2015, Current Biology.

[90]  R. Llinás,et al.  Dynamic organization of motor control within the olivocerebellar system , 1995, Nature.

[91]  V Taglietti,et al.  Theta-Frequency Bursting and Resonance in Cerebellar Granule Cells: Experimental Evidence and Modeling of a Slow K+-Dependent Mechanism , 2001, The Journal of Neuroscience.

[92]  E. Ahissar,et al.  Temporal and Spatial Characteristics of Vibrissa Responses to Motor Commands , 2010, The Journal of Neuroscience.

[93]  Zhenyu Gao,et al.  Distributed synergistic plasticity and cerebellar learning , 2012, Nature Reviews Neuroscience.

[94]  A. Fuchs,et al.  Role of primate flocculus during rapid behavioral modification of vestibuloocular reflex. II. Mossy fiber firing patterns during horizontal head rotation and eye movement. , 1978, Journal of neurophysiology.

[95]  S. Wang,et al.  Reliable Coding Emerges from Coactivation of Climbing Fibers in Microbands of Cerebellar Purkinje Neurons , 2009, The Journal of Neuroscience.

[96]  Stephen G. Lisberger,et al.  Modulation of Complex-Spike Duration and Probability during Cerebellar Motor Learning in Visually Guided Smooth-Pursuit Eye Movements of Monkeys , 2017, eNeuro.

[97]  S. Lisberger,et al.  Variation, Signal, and Noise in Cerebellar Sensory–Motor Processing for Smooth-Pursuit Eye Movements , 2007, The Journal of Neuroscience.

[98]  Peter Thier,et al.  Cerebellar-dependent motor learning is based on pruning a Purkinje cell population response , 2008, Proceedings of the National Academy of Sciences.

[99]  D. Kleinfeld,et al.  Positive Feedback in a Brainstem Tactile Sensorimotor Loop , 2005, Neuron.

[100]  B. Canlon,et al.  Differential Neural Responses Underlying the Inhibition of the Startle Response by Pre-Pulses or Gaps in Mice , 2017, Front. Cell. Neurosci..

[101]  S. Lisberger,et al.  Visual responses of Purkinje cells in the cerebellar flocculus during smooth-pursuit eye movements in monkeys. II. Complex spikes. , 1990, Journal of neurophysiology.

[102]  Mark J. Schnitzer,et al.  Automated Analysis of Cellular Signals from Large-Scale Calcium Imaging Data , 2009, Neuron.

[103]  Cullen B. Owens,et al.  Anatomical Pathways Involved in Generating and Sensing Rhythmic Whisker Movements , 2011, Front. Integr. Neurosci..

[104]  Martijn Schonewille,et al.  Dysfunctional cerebellar Purkinje cells contribute to autism-like behaviour in Shank2-deficient mice , 2016, Nature Communications.

[105]  Martijn Schonewille,et al.  Mechanisms underlying vestibulo‐cerebellar motor learning in mice depend on movement direction , 2017, The Journal of physiology.

[106]  M. Barrot,et al.  Clusters of cerebellar Purkinje cells control their afferent climbing fiber discharge , 2013, Proceedings of the National Academy of Sciences.

[107]  D. Kleinfeld,et al.  Circuits in the Ventral Medulla That Phase-Lock Motoneurons for Coordinated Sniffing and Whisking , 2016, Neural plasticity.

[108]  Andrei Khilkevich,et al.  Relating Cerebellar Purkinje Cell Activity to the Timing and Amplitude of Conditioned Eyelid Responses , 2015, The Journal of Neuroscience.

[109]  E. D’Angelo,et al.  Beyond parallel fiber LTD: the diversity of synaptic and non-synaptic plasticity in the cerebellum , 2001, Nature Neuroscience.

[110]  Douglas R. Wylie,et al.  More on climbing fiber signals and their consequence(s) , 1996 .

[111]  Zhanmin Lin,et al.  Cerebellar modules operate at different frequencies , 2014, eLife.

[112]  Y. Prigent [Long term depression]. , 1989, Annales medico-psychologiques.

[113]  D Kleinfeld,et al.  Anatomical loops and their electrical dynamics in relation to whisking by rat. , 1999, Somatosensory & motor research.

[114]  H. Sompolinsky,et al.  Bistability of cerebellar Purkinje cells modulated by sensory stimulation , 2005, Nature Neuroscience.

[115]  Correspondingauthor R. R. Llin Cerebellar motor learning versus cerebellar motor timing: the climbing fibre story , 2011 .

[116]  Fan Wang,et al.  Inhibition, Not Excitation, Drives Rhythmic Whisking , 2016, Neuron.

[117]  D. Wolpert,et al.  Internal models in the cerebellum , 1998, Trends in Cognitive Sciences.

[118]  Laure Rondi-Reig,et al.  T-type channel blockade impairs long-term potentiation at the parallel fiber–Purkinje cell synapse and cerebellar learning , 2013, Proceedings of the National Academy of Sciences.

[119]  C. Hansel,et al.  Purkinje Cell-Specific Knockout of the Protein Phosphatase PP2B Impairs Potentiation and Cerebellar Motor Learning , 2010, Neuron.

[120]  H. C. Hulscher,et al.  Cerebellar LTD and Learning-Dependent Timing of Conditioned Eyelid Responses , 2003, Science.

[121]  J M Bower,et al.  Congruence of mossy fiber and climbing fiber tactile projections in the lateral hemispheres of the rat cerebellum , 2001, The Journal of comparative neurology.

[122]  F. Helmchen,et al.  Barrel cortex function , 2013, Progress in Neurobiology.

[123]  A. Fuchs,et al.  Role of primate flocculus during rapid behavioral modification of vestibuloocular reflex. I. Purkinje cell activity during visually guided horizontal smooth-pursuit eye movements and passive head rotation. , 1978, Journal of neurophysiology.

[124]  David Kleinfeld,et al.  The Musculature That Drives Active Touch by Vibrissae and Nose in Mice , 2015, Anatomical record.

[125]  D. Tank,et al.  Widespread State-Dependent Shifts in Cerebellar Activity in Locomoting Mice , 2012, PloS one.

[126]  Egidio D’Angelo,et al.  Tactile Stimulation Evokes Long-Lasting Potentiation of Purkinje Cell Discharge In Vivo , 2016, Front. Cell. Neurosci..

[127]  C. Petersen,et al.  Cortical control of whisker movement. , 2014, Annual review of neuroscience.

[128]  Chris I De Zeeuw,et al.  Encoding of whisker input by cerebellar Purkinje cells , 2010, The Journal of physiology.

[129]  C. D. De Zeeuw,et al.  Motor Learning and the Cerebellum. , 2015, Cold Spring Harbor perspectives in biology.

[130]  S. Koekkoek,et al.  Spatiotemporal firing patterns in the cerebellum , 2011, Nature Reviews Neuroscience.

[131]  M. Glickstein,et al.  The anatomy of the cerebellum , 1998, Trends in Neurosciences.

[132]  Richard Apps,et al.  Cerebellar cortical organization: a one-map hypothesis , 2009, Nature Reviews Neuroscience.

[133]  W. Welker Analysis of Sniffing of the Albino Rat 1) , 1964 .

[134]  Fan Wang,et al.  Circuits in the Rodent Brainstem that Control Whisking in Concert with Other Orofacial Motor Actions , 2018, Neuroscience.

[135]  M. Ito,et al.  Cerebellar long-term depression: characterization, signal transduction, and functional roles. , 2001, Physiological reviews.

[136]  Chris I. De Zeeuw,et al.  High Frequency Burst Firing of Granule Cells Ensures Transmission at the Parallel Fiber to Purkinje Cell Synapse at the Cost of Temporal Coding , 2013, Front. Neural Circuits.