Abstract
Sensorimotor integration is crucial to perception and motor control. How and where this process takes place in the brain is still largely unknown. Here we analyze the cerebellar contribution to sensorimotor integration in the whisker system of mice. We identify an area in the cerebellum where cortical sensory and motor inputs converge at the cellular level. Optogenetic stimulation of this area affects thalamic and motor cortex activity, alters parameters of ongoing movements and thereby modifies qualitatively and quantitatively touch events against surrounding objects. These results shed light on the cerebellum as an active component of sensorimotor circuits and show the importance of sensorimotor cortico-cerebellar loops in the fine control of voluntary movements.
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References
Kleinfeld, D. & Deschênes, M. Neuronal basis for object location in the vibrissa scanning sensorimotor system. Neuron 72, 455–468 (2011).
Grant, R.A., Mitchinson, B., Fox, C.W. & Prescott, T.J. Active touch sensing in the rat: anticipatory and regulatory control of whisker movements during surface exploration. J. Neurophysiol. 101, 862–874 (2009).
Bosman, L.W.J. et al. Encoding of whisker input by cerebellar Purkinje cells. J. Physiol. (Lond.) 588, 3757–3783 (2010).
Morissette, J. & Bower, J.M. Contribution of somatosensory cortex to responses in the rat cerebellar granule cell layer following peripheral tactile stimulation. Exp. Brain Res. 109, 240–250 (1996).
O'Connor, S.M., Berg, R.W. & Kleinfeld, D. Coherent electrical activity between vibrissa sensory areas of cerebellum and neocortex is enhanced during free whisking. J. Neurophysiol. 87, 2137–2148 (2002).
Jenkinson, E.W. & Glickstein, M. Whiskers, barrels, and cortical efferent pathways in gap crossing by rats. J. Neurophysiol. 84, 1781–1789 (2000).
Lang, E.J., Sugihara, I. & Llinás, R. Olivocerebellar modulation of motor cortex ability to generate vibrissal movements in rat. J. Physiol. (Lond.) 571, 101–120 (2006).
Reinert, K.C., Dunbar, R.L., Gao, W., Chen, G. & Ebner, T.J. Flavoprotein autofluorescence imaging of neuronal activation in the cerebellar cortex in vivo. J. Neurophysiol. 92, 199–211 (2004).
Mao, T. et al. Long-range neuronal circuits underlying the interaction between sensory and motor cortex. Neuron 72, 111–123 (2011).
Ferezou, I. et al. Spatiotemporal dynamics of cortical sensorimotor integration in behaving mice. Neuron 56, 907–923 (2007).
Schwarz, C. & Thier, P. Modular organization of the pontine nuclei: dendritic fields of identified pontine projection neurons in the rat respect the borders of cortical afferent fields. J. Neurosci. 15, 3475–3489 (1995).
Leergaard, T.B. et al. Three-dimensional topography of corticopontine projections from rat sensorimotor cortex: comparisons with corticostriatal projections reveal diverse integrative organization. J. Comp. Neurol. 478, 306–322 (2004).
Apps, R. & Hawkes, R. Cerebellar cortical organization: a one-map hypothesis. Nat. Rev. Neurosci. 10, 670–681 (2009).
Voogd, J. & Ruigrok, T.J.H. The organization of the corticonuclear and olivocerebellar climbing fiber projections to the rat cerebellar vermis: the congruence of projection zones and the zebrin pattern. J. Neurocytol. 33, 5–21 (2004).
Odeh, F., Ackerley, R., Bjaalie, J.G. & Apps, R. Pontine maps linking somatosensory and cerebellar cortices are in register with climbing fiber somatotopy. J. Neurosci. 25, 5680–5690 (2005).
Sugihara, I. & Shinoda, Y. Molecular, topographic, and functional organization of the cerebellar nuclei: analysis by three-dimensional mapping of the olivonuclear projection and aldolase C labeling. J. Neurosci. 27, 9696–9710 (2007).
Van Dijck, G. et al. Probabilistic identification of cerebellar cortical neurones across species. PLoS ONE 8, e57669 (2013).
Suzuki, L., Coulon, P., Sabel-Goedknegt, E.H. & Ruigrok, T.J.H. Organization of cerebral projections to identified cerebellar zones in the posterior cerebellum of the rat. J. Neurosci. 32, 10854–10869 (2012).
Allen, G.I. & Tsukahara, N. Cerebrocerebellar communication systems. Physiol. Rev. 54, 957–1006 (1974).
Andersson, G. Demonstration of a cuneate relay in a cortico-olivo-cerebellar pathway in the cat. Neurosci. Lett. 46, 47–52 (1984).
Kelly, R.M. & Strick, P.L. Cerebellar loops with motor cortex and prefrontal cortex of a nonhuman primate. J. Neurosci. 23, 8432–8444 (2003).
Chaumont, J. et al. Clusters of cerebellar Purkinje cells control their afferent climbing fiber discharge. Proc. Natl. Acad. Sci. USA 110, 16223–16228 (2013).
Aumann, T.D., Ivanusic, J. & Horne, M.K. Arborisation and termination of single motor thalamocortical axons in the rat. J. Comp. Neurol. 396, 121–130 (1998).
Haiss, F. & Schwarz, C. Spatial segregation of different modes of movement control in the whisker representation of rat primary motor cortex. J. Neurosci. 25, 1579–1587 (2005).
Matyas, F. et al. Motor control by sensory cortex. Science 330, 1240–1243 (2010).
Herculano-Houzel, S. Coordinated scaling of cortical and cerebellar numbers of neurons. Front. Neuroanat. 4, 12 (2010).
Leergaard, T.B. & Bjaalie, J. Topography of the complete corticopontine projection: From experiments to principal maps. Front. Neurosci. 1, 211–223 (2007).
Lu, X., Miyachi, S., Ito, Y., Nambu, A. & Takada, M. Topographic distribution of output neurons in cerebellar nuclei and cortex to somatotopic map of primary motor cortex. Eur. J. Neurosci. 25, 2374–2382 (2007).
Alloway, K.D. Information processing streams in rodent barrel cortex: the differential functions of barrel and septal circuits. Cereb. Cortex 18, 979–989 (2008).
Woolston, D.C., Kassel, J. & Gibson, J.M. Trigeminocerebellar mossy fiber branching to granule cell layer patches in the rat cerebellum. Brain Res. 209, 255–269 (1981).
Holtzman, T., Cerminara, N.L., Edgley, S.A. & Apps, R. Characterization in vivo of bilaterally branching pontocerebellar mossy fibre to Golgi cell inputs in the rat cerebellum. Eur. J. Neurosci. 29, 328–339 (2009).
Huang, C.-C. et al. Convergence of pontine and proprioceptive streams onto multimodal cerebellar granule cells. Elife 2, e00400 (2013).
Futami, T., Kano, M., Sento, S. & Shinoda, Y. Synaptic organization of the cerebello-thalamo-cerebral pathway in the cat. III. Cerebellar input to corticofugal neurons destined for different subcortical nuclei in areas 4 and 6. Neurosci. Res. 3, 321–344 (1986).
Na, J., Kakei, S. & Shinoda, Y. Cerebellar input to corticothalamic neurons in layers V and VI in the motor cortex. Neurosci. Res. 28, 77–91 (1997).
Teune, T.M., van der Burg, J., van der Moer, J., Voogd, J. & Ruigrok, T.J.H. Topography of cerebellar nuclear projections to the brain stem in the rat. Prog. Brain Res. 124, 141–172 (2000).
Jörntell, H. & Ekerot, C.F. Topographical organization of projections to cat motor cortex from nucleus interpositus anterior and forelimb skin. J. Physiol. 514 (pt. 2): 551–566 (1999).
Sasaki, K., Kawaguchi, S., Oka, H., Sakai, M. & Mizuno, N. Electrophysiological studies on the cerebellocerebral projections in monkeys. Exp. Brain Res. 24, 495–507 (1976).
Holdefer, R.N., Miller, L.E., Chen, L.L. & Houk, J.C. Functional connectivity between cerebellum and primary motor cortex in the awake monkey. J. Neurophysiol. 84, 585–590 (2000).
Rowland, N.C., Goldberg, J.A. & Jaeger, D. Cortico-cerebellar coherence and causal connectivity during slow-wave activity. Neuroscience 166, 698–711 (2010).
Parsons, L.M. et al. Lateral cerebellar hemispheres actively support sensory acquisition and discrimination rather than motor control. Learn. Mem. 4, 49–62 (1997).
Gao, J.H. et al. Cerebellum implicated in sensory acquisition and discrimination rather than motor control. Science 272, 545–547 (1996).
Knutsen, P.M. & Ahissar, E. Orthogonal coding of object location. Trends Neurosci. 32, 101–109 (2009).
Boubenec, Y., Shulz, D.E. & Debrégeas, G. Whisker encoding of mechanical events during active tactile exploration. Front. Behav. Neurosci. 6, 74 (2012).
Sultan, F. et al. Unravelling cerebellar pathways with high temporal precision targeting motor and extensive sensory and parietal networks. Nat. Commun. 3, 924 (2012).
Ito, M. Control of mental activities by internal models in the cerebellum. Nat. Rev. Neurosci. 9, 304–313 (2008).
Liu, X., Robertson, E. & Miall, R.C. Neuronal activity related to the visual representation of arm movements in the lateral cerebellar cortex. J. Neurophysiol. 89, 1223–1237 (2003).
Cerminara, N.L. An internal model of a moving visual target in the lateral cerebellum. J. Physiol. (Lond.) 587, 429–442 (2009).
Anderson, S.R. et al. An internal model architecture for novelty detection: implications for cerebellar and collicular roles in sensory processing. PLoS ONE 7, e44560 (2012).
Wolpert, D.M., Miall, R. & Kawato, M. Internal models in the cerebellum. Trends Cogn. Sci. 2, 338–347 (1998).
Popa, D. et al. Functional role of the cerebellum in gamma-band synchronization of the sensory and motor cortices. J. Neurosci. 33, 6552–6556 (2013).
Shibuki, K. et al. Dynamic imaging of somatosensory cortical activity in the rat visualized by flavoprotein autofluorescence. J. Physiol. (Lond.) 549, 919–927 (2003).
Gao, H., de Solages, C. & Lena, C. Tetrode recordings in the cerebellar cortex. J. Physiol. Paris 106, 128–136 (2012).
Acknowledgements
This work was supported by France's Agence Nationale de la Recherche (ANR-09-MNPS-38, ANR-11-BSV4-028 01, ANR-12-BSV4-0027), France's Centre National de la Recherche Scientifique (CNRS), France's Institut National de la Santé et de la Recherche Médicale (INSERM; C.L., D.P.), the Ecole Normale Supérieure (ENS), the Fondation pour la recherche médicale (FRM - FDT20120925324, R.D.P.), Labex Memolife (R.D.P.) and the European Union (CBTOUCH-FP7-People-2011-IEF, M.S.). We are grateful to B. Barbour, V. Ego-Stengel, D. Shulz, L. Bourdieu and J.-F. Léger for careful reading of the manuscript. We thank G. Parésys, Y. Cabirou and B. Mathieu for excellent technical assistance and A. Boudet for help with the autofluorescence video acquisition. This work received support under the program «Investissements d'Avenir» launched by the French Government and implemented by the ANR: ANR-10-LABX-54 MEMO LIFE, ANR-10-LABX-0087 IEC, ANR-11-IDEX-0001-02 PSL* Research University.
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R.D.P., M.S., D.P. and C.L. designed the experiments and analyzed the data. R.D.P., M.S. and N.G. performed the experiments. G.P.D. helped with optogenetics development and performed pilot experiments. P.I. and F.S. provided access to unpublished tools. R.D.P., M.S. and C.L. wrote the manuscript.
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Integrated supplementary information
Supplementary Figure 1 Autofluorescence imaging of sensory and motor cortical inputs in the cerebellum in awake animals
Schematic representation and localization of the stimulation and imaging areas with examples of autofluorescence evoked on the cerebellar surface by stimulation of vM1 or vS1 and examples of response time courses after cortical stimulation (200-500 µA, 200 µs, 6 Hz for 3 s with 7 s pause; n=20 trials). Scale bar: 500 μm.
Supplementary Figure 2 Retrograde labeling of olivary inputs to lateral or medial crus I.
(a): Injections of red and green retrobeads respectively in medial and lateral Crus I produced labeling in two separate sets of pontine nucleus cells. (b): Injections of red retrobeads in medial Crus I produced labeling in the medial accessory olive (MAO) and dorsal accessory olive (DAO). (c). Injections of green retrobeads in lateral Crus I produced labeling in the most ventral part of the principal olive (PO) nucleus.
Supplementary Figure 3 Spike sorting in stimulation experiments.
(a) Example of raw unfiltered tetrode recordings in the cerebellum after stimulation of vM1. Each trace represents a single tetrode channel. (b) Examples of the same traces after high-pass filtering at 1kHz. Colored vertical bars represent sorted spikes from different cells. (c-d) the spikes isolated during the response period are similar to the spikes in baseline: (c) Example of 3 cells hand-clustered by polygon-cutting in 2-dimensional projections of the parameter space using Xclust (Matt Wilson, MIT). Spikes between stimulations and spikes in the 20 ms following the stimulation are represented with different color/symbol size and they exhibit the same amplitudes on the tetrode channels, and (d) their average unfiltered waveforms recorded from the four tetrode channels are also similar between stimulations in the 20 ms following the stimulations.
Supplementary Figure 4 Golgi cell responses to vS1, vM1.
Latencies of Golgi cell (GC) and Purkinje cell (PC) responses in lateral and medial Crus I; * = p < 0.05.
Supplementary Figure 5 Number of recorded cells.
Number of cells recorded with different stimulations. Note that cells recorded with stimulations of both vM1 and vS1 (M1&S1) are a subset of cells recorded during stimulation of either vM1 or vS1.
Supplementary Figure 6 Activation of the motor cortex after optogenetic stimulation of Purkinje cells in the lateral cerebellum of awake mice.
(a) Schematic representation of ascending cerebello-cortical pathway. (b) Examples of field potentials recorded in vM1 after stimulation of Crus I or Crus II on the cerebellum (green and blue dots respectively).
Supplementary Figure 7 Whisking parameters before and during optogenetic stimulation.
Average speed, period and amplitude of whisking before (Baseline) and during (Stim) lateral stimulation of Crus I
Supplementary Figure 8 Schematic representation of the described cortico-cerebellar loop
Cortical inputs from vS1 and vM1 (blue and red respectively) form two separate pathways in the pontine nucleus. Sensorimotor projection from the pons converge on the same Golgi cell (green) and, via granule cells (deep blue), Purkinje cell (orange) in the cerebellar cortex. Output from the cerebellum contact neurons in the cerebellar nuclei (purple) which in turn project to the motor thalamus (grey). Projections from the motor thalamus to the motor cortex close the cortico-cerebellar loop. Perturbation of activity in this loop leads to modulation of whisking set-point.
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Proville, R., Spolidoro, M., Guyon, N. et al. Cerebellum involvement in cortical sensorimotor circuits for the control of voluntary movements. Nat Neurosci 17, 1233–1239 (2014). https://doi.org/10.1038/nn.3773
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DOI: https://doi.org/10.1038/nn.3773
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