Summary
To test how cerebellar crus I/II Purkinje cells and their targets in the lateral cerebellar nuclei (CbN) integrate sensory and motor-related inputs and contribute to reflexive movements, we recorded extracellularly in awake, head-fixed mice during non-contact whisking. Ipsilateral or contralateral air puffs elicited changes in population Purkinje simple spike rates that matched whisking kinematics (~1 Hz/1° protraction). Responses remained relatively unaffected when ipsilateral sensory feedback was removed by lidocaine but were reduced by optogenetically inhibiting the reticular nuclei. Optogenetically silencing cerebellar output suppressed movements. During puff-evoked whisks, both Purkinje and CbN cells generated well-timed spikes in sequential 2–4 ms windows at response onset, such that they alternately elevated their firing rates just before protraction. With spontaneous whisks, which were smaller than puff-evoked whisks, well-timed spikes were absent and CbN cells were inhibited. Thus, sensory input can facilitate millisecond-scale well-timed spiking in Purkinje and CbN cells and amplify reflexive whisker movements.
Keywords: Purkinje, cerebellar nuclei, vibrissa, synchrony, complex spike, crus I/II, mouse
Introduction
The cerebellum contributes to motor control and motor learning. For many behaviors, such as locomotion, reaching, and eye movements, modulation of the firing rate of individual or populations of Purkinje cells correlates with movement kinematics (Thach 1968; Armstrong and Edgley 1984b; Fu et al., 1997; Herzfeld et al., 2015; Medina, 2011). Additionally, in association with learning, errors, and disease, Purkinje cell activity changes in parallel with altered or disordered movements (Gilbert and Thach 1977; Jirenhed et al., 2007; Walter et al., 2006). These activity patterns are likely to influence motor behaviors, since either electrical or optogenetic disinhibition of Purkinje cell targets generates movement (Noda and Fujikado 1987; Hesslow 1994a; Heiney et al., 2014; Proville et al., 2014; Lee et al., 2015).
How Purkinje cell activity affects natural, well-learned movements can vary by task, however. Purkinje cell firing can be predictive of movement trajectories, instructive in motor learning, corrective of ongoing movements, or permissive of movement only when silenced (Medina, 2011). Moreover, the inputs to Purkinje cells carry several types of information, including external sensory input, sensory feedback from ongoing movements, and internal motor commands (Lisberger 2009; Ebner et al., 2011). The relation between Purkinje cell activity and firing patterns of target cells in the cerebellar nuclei (CbN) can likewise vary (Armstrong and Edgley 1984a, 1984b; McDevitt et al., 1987; Sarnaik and Raman 2018), raising the questions of how Purkinje cell firing patterns are shaped by sensory and/or motor-command-related input and how these firing patterns translate into cerebellar output by CbN neurons.
The whisker system of rodents provides a useful context for investigating these questions (Kleinfeld et al., 1999; Bosman et al., 2011). Reflexive whisking can be evoked by sensory stimulation, eliciting behaviors that can be controlled and quantified (Bellavance et al., 2017; Nguyen and Kleinfeld 2005). A large portion of the cerebellar cortex is responsive to tactile input to the whiskers, and stimulation of individual whisker follicles alters Purkinje cell activity (Joseph et al., 1978; Armstrong and Drew 1980; Bower and Woolston 1983; Bosman et al., 2010). Whisking can also be generated by the relief of inhibition by crus I Purkinje cells (Proville et al., 2014), and the activity of Purkinje cells can be linearly related to whisker position during spontaneous movements (Chen et al., 2016).
Here, we investigated the types of inputs that influence Purkinje cell activity during sensory stimulus-evoked reflexive whisking in awake mice, how cerebellar output affects whisking, and the relationship between firing patterns of Purkinje and CbN cells. We find that changes in Purkinje cell simple spike rates correlate with changes in whisker position. Modulation of simple spikes does not require whisking-related sensory feedback but depends on internal motor commands originating in the brainstem. Both Purkinje and CbN cells show well-timed increases in spiking at the onset of puff-evoked whisking, which are absent in spontaneous whisking. Finally, optogenetic activation of Purkinje cells suppresses reflexive sensory-evoked whisking, suggesting that well-timed cerebellar output may augment normal sensory-evoked whisker movements.
Results
Purkinje cell activity associated with sensory input to the whisker pad.
Previous studies have reported that crus I/II Purkinje cells respond to sensory input from whisker deflections (Bosman et al., 2010; Chu et al., 2011; Proville et al., 2014) and are also active during spontaneous whisking (Chen et al., 2016). Here, we examined Purkinje cell firing patterns in sensory-evoked whisker movements in awake, head-fixed mice acclimated to sitting in a non-constraining tube. We stimulated the ipsilateral whisker pad with 10-ms 20-psi air puffs while making loose cell-attached recordings of action potentials by crus I/II Purkinje cells (Figure 1A). Recordings were obtained from electrode penetrations into lateral crus I (coordinates relative to bregma: caudal 6.0–6.5 mm, lateral 3.0–3.4 mm) at depths of 150–2000 μm. Purkinje neuron identity was confirmed by the detection of both simple and complex spikes, which were analyzed separately (Figure 1A). In these experiments (N=5 mice), all whiskers except the ipsilateral C2 (or in one case, C1) whisker were trimmed, and whisker position along the rostral-caudal axis was monitored for correlation with Purkinje cell activity.
Figure 1. Purkinje cell responses to air puffs.
A, Top to bottom. Schematic of experiment. Air puffs to the whisker pad evoked whisker protractions during Purkinje cell recordings. Simple and complex spikes (CS) of a Purkinje cell. A single air puff-evoked whisker protraction, the corresponding Purkinje cell response, and the calculated instantaneous firing rate of simple spikes. B, Instantaneous rate responses of 26 Purkinje cells to the air puff. C, Top, Population (grand mean) change in rate (red) with SEM (light red) and mean evoked whisker protraction (black). Bottom, Population rate change vs. mean whisker position 15 ms later, at the time of peak cross-correlation (black dots). Linear fit (red). D, Population mean complex spike probability (red) superimposed on mean change in whisker position. E, Top, Mean whisker protractions (top) and Purkinje cell population responses (bottom) evoked by ipsilateral (red) and contralateral (blue) air puffs. Paired data from 10 cells. Light red, light blue, SEM. F, Population complex spike probability to ipsilateral (red) and contralateral (blue) air puffs. Light red, light blue, SEM.
The puff initially deflected the whisker backward, and then reliably evoked a whisker protraction that outlasted the stimulus for a few hundred ms (Figure 1A). A subset of experiments with whiskers present on both sides confirmed that movements were bilateral. We began by examining spike rates; spike timing is considered below. Instantaneous simple spike firing rates in Purkinje cells were modulated in conjunction with whisker movements, with some cells initially increasing and others decreasing their activity (Figure 1B, n=26). Because baseline firing rates for Purkinje cells during non-whisking periods ranged widely, from 40 to 140 spikes/sec, data were analyzed as the change in firing rate and compared to the change in whisker position. Superimposing the grand mean instantaneous firing rate of all Purkinje cells, and the grand mean of the associated whisker protractions, illustrated a match between the population Purkinje cell response and movement kinematics (Figure 1C, top). A cross-correlation of the mean change in firing rate of all cells with the mean change in whisker position revealed that the increase in firing rate preceded the onset of whisker protraction by 15 ms (Figure 1C, bottom). Linear regression over the points incorporating that lead time gave a slope of 0.98 Hz/degree of protraction with a correlation coefficient (r) of 0.93, plotted as the time-shifted Purkinje firing rate vs. whisker position for the first 750 ms of the movement (Figure 1C, bottom). The population mean also showed a robust increase in complex spike probability time-locked to the onset of the evoked movement (Figure 1D), illustrating that many individual cells fired complex spikes nearly simultaneously. These results indicate that the population simple spike response of crus I/II Purkinje cells carries a linear representation of reflexive whisker movements, that simple spike rate changes precede the protraction, and that complex spike rates increase during these movements. The observations are consistent with a recent study of spontaneous whisking (Chen et al., 2016), and also resemble studies of other motor behaviors, which show Purkinje cell spike modulation in conjunction with, often just preceding, reaching, eye movements, and locomotion (Medina 2011).
The linear relation between the changes in Purkinje cell firing rate and whisker position raises the question of to what extent sensory signals and/or motor commands are encoded in Purkinje activity evoked by air puffs. We reasoned that applying the puff contralaterally would alter the nature of the tactile signal to Purkinje cells, so the simple spike pattern would change substantially if the Purkinje cells activity encoded the location of the sensory stimulus. We therefore compared responses of Purkinje cells to an ipsilateral and contralateral puff. On average, the contralateral puff elicited a larger maximal protraction of the single remaining ipsilateral whisker (Figure 1E, top, ipsilateral puff, 29.6 ± 1.2°; contralateral puff, 42.2 ± 3.8°, p =0.01, paired t-test). With a contralateral puff, the magnitude of the ipsilateral movement was indistinguishable during recordings with and without a contralateral whisker (44.3 ± 1.9°, n=29 cells; 42.2 ± 3.8°, n=10 cells; p=0.6). The larger protraction with a contralateral puff is consistent with reports of asymmetrical whisker movements associated with head turns in freely moving rats, which suggest that contralateral stimuli evoke larger ipsilateral whisking movements just before rats turn toward the stimulus (Towal and Hartmann, 2006).
Despite this difference in whisking amplitude, Purkinje cells continued to generate responses regardless of the puff location (Figure 1E, bottom); for both ipsilateral and contralateral stimuli, mean changes in firing rate in 50-ms bins for 500 ms following the puff were indistinguishable (n=10, all bins, p>0.9, paired t-test, Bonferroni-Holm adjusted p-values). Likewise, the well-timed increase in complex spikes persisted with a contralateral puff (Figure 1F). The similarity of the responses to ipsilateral and contralateral puffs make it seem unlikely that Purkinje cell activity reports sensory input in a manner compatible with fine sensory discrimination. Instead, it seems more likely to relate to factors independent of stimulus location, e.g., either the sensory feedback or motor command associated with bilateral whisker movements.
Purkinje cell activity associated with changes in sensory feedback.
To test the extent to which Purkinje cell firing rates depended upon sensory feedback during reflexive whisking, we removed ipsilateral reafference by suppressing movement with 20 μL lidocaine (2% solution) applied to the ipsilateral facial nerve (Fee et al., 1997). Purkinje cell activity in response to contralateral air puffs was then compared in each cell, before and after lidocaine infusion. In these experiments, all whiskers were kept intact to maximize whisking-related sensory feedback in the control condition. Recordings of whisker position confirmed that lidocaine infusion prevented all movement of the ipsilateral whiskers (Figure 2A, 2B, deflection in control = 33.8 ± 2.6°, in lidocaine at matched time = 0.4 ± 0.6°, N=4 mice, p<3e-9, paired t-test), although the contralateral whiskers continued to whisk normally. Purkinje cells, however, continued to respond to the air puff in the absence of ipsilateral sensory feedback (Figure 2C).
Figure 2. Purkinje cell responses during lidocaine block of ipsilateral whisking.
A, Schematic of experiment. Whiskers were intact, air puffs were contralateral, and lidocaine was applied to the facial nerve. B, Ipsilateral whisker position traces aligned to puff onset before (left) and after (right) lidocaine infusion. C, Top. Single trial whisker position traces before (red) and after (blue) lidocaine infusion. Bottom. Corresponding responses of a Purkinje cell. D, As in C for mean whisker movements and population responses.
Despite the complete loss of movement of the ipsilateral whiskers, the population instantaneous firing rates superimposed (Figure 2D), and the mean changes in firing rate in each 50-ms bin for 500 ms following the puff were indistinguishable (n=16, all bins, p>0.75, paired t-test, Bonferroni-Holm adjusted p-values). The data indicate that extreme changes in reafference do not greatly alter simple spike firing rates in response to puff stimulation, suggesting that the initial puff triggers motor-related signals carried through the Purkinje cells.
Contributions of brainstem and cortical circuits to Purkinje cell firing and sensory-evoked whisking.
To identify the origin of the putative motor signal, we tested whether Purkinje cell responses and/or puff-evoked movements could be altered by transiently suppressing output from brainstem and/or cortical neurons, both of which project to the cerebellum via mossy fibers (Figure 3A, Proville et al., 2014; Tang and Zhang 1987; Yatim et al., 1996). In VGAT-ChR2 mice, an optical fiber was placed in the ipsilateral reticular formation (Figure 3B), in the vicinity of the whisking-related premotor nuclei, including the whisking central pattern generator located in the intermediate reticular nucleus (IRt) (Moore et al., 2013; Takatoh et al., 2013). VGAT-expressing inhibitory neurons in this region were optically stimulated for 500 ms at 50–100 Hz, and a puff was delivered contralaterally at light onset. In response to this stimulation, whisker movements were greatly suppressed (Figure 3C). On average, the peak evoked whisker protraction was reduced from 42.3 ± 2.1° to 9.8 ± 2.1° (whisks associated with recordings from n=16 cells, p<1e-11, paired t-test, Figure 3D, top), consistent with a successful inhibition of whisking-related premotor centers in the brainstem. In the associated Purkinje cell population responses, the firing rates were decreased significantly in the 50-ms bins between 50 and 200 ms after the puff (n=16, p<0.006, paired t-test, Bonferroni-Holm adjusted p-values), suggesting that the late part of the signal indeed depended on activity in the reticular nuclei (Figure 3D, bottom). The earliest part of the Purkinje cell response was unchanged, however, consistent with crus I/II receiving mossy fiber input directly from the trigeminal nuclei (Yatim et al., 1996). Light alone without the puff generated no movement and did not change Purkinje cell firing rates, verifying that the stimulus did not activate VGAT-positive neurons in the molecular layer of the cerebellum that could directly inhibit Purkinje cells (Figure 3D, bottom). Additionally, light applied directly to the cerebellar cortex led to an increase in Purkinje cell firing rates (Figure 3E), providing further evidence that the reduction in Purkinje cell spiking resulted from inhibition of brainstem afferents to the cerebellum, rather than any direct effects in the cerebellar cortex.
Figure 3. Purkinje cell responses during optogenetic inhibition of whisking-related premotor nuclei in the reticular formation or vibrissa motor cortex.
A, Circuit diagram of putative sources of cerebellar mossy fiber inputs relevant to whisking. Collaterals to the cerebellar nuclei are omitted. Blue, sensory pathways; red, motor pathways; purple, Purkinje cell (Pkj). Multiple arrows denote unknown number of synapses between cerebellar nuclei (CN) and facial motor neurons (FMNs). Vg, trigeminal ganglion; Vn, trigeminal nuclei; RF, reticular formation (containing whisking-related premotor nuclei); PN, pontine nuclei; vS1, barrel cortex; vM1, vibrissa motor cortex; GCs, granule cells; MFs, mossy fibers. B, Image of VGAT-ChR2-YFP fluorescence in the brainstem and fluorescent bead-labeled optic fiber site in the reticular formation. IRt, intermediate reticular nucleus, PCRt, parvicellular reticular nucleus, Gi, gigantocellular reticular nucleus, IO, inferior olive. C, Whisker position traces aligned to contralateral puff onset without (top) and with (bottom) inhibition of the ipsilateral brainstem. D, Top. Mean puff-evoked change in whisker position without (black) or with (light blue) optical inhibition of the brainstem. Dark blue, lack of whisker movement with light alone. Bottom. Corresponding Purkinje cell population responses. Asterisks, significant difference in puff-evoked firing rates in 50-ms bins. E, Control experiment confirming that direct optical stimulation of the cerebellar cortex (no puff) increased rather than inhibited Purkinje cell population instantaneous firing rates. F, Top. Mean puff-evoked change in whisker position without (black) and with (light blue) vM1 inhibition. Bottom. Corresponding Purkinje cell population responses. G, Change in Purkinje cell population responses with vs. without optogenetic inhibition of brainstem (closed symbols) and vM1 (open symbols).
Because anatomical and physiological evidence indicates that vibrissa motor cortex (vM1) projects to the contralateral cerebellar cortex via the pontine nuclei (Proville et al., 2014; Figure 3A), we next repeated the experiment with the optical fiber placed on the surface of contralateral vM1. The relatively small sample size likely gave only a coarse approximation of the control population response; however, optogenetically suppressing vM1 neither reduced puff-evoked whisker movements (deflection in control: 38.7 ± 1.1°; deflection in vM1 inhibition: 38.7 ± 1.9°; p>0.99 paired t-test) nor significantly changed simple spike rates in Purkinje cells measured (Figure 3F, all bins, n=8, p>0.9, paired t-test, Bonferroni-Holm adjusted p-values). Plotting the mean firing rates for the first 250 ms of stimulation with and without optogenetic silencing against each other gave a high linear correlation (r = 0.95), slope near 1 (m=0.96), and intercept near 0 (b=0.9 spike/sec) for vM1 inhibition but a lower correlation and an altered slope and intercept for brainstem inhibition (0.92, 0.79, −3.37; Figure 3G), illustrating the dependence of Purkinje cell activity on the reticular nuclei but not vM1.
Contributions of cerebellar output to sensory-evoked whisking.
The observation that Purkinje cell firing rates correlate with movement raises the question of whether this activity exerts an influence over reflexive whisking. We therefore directly tested whether the puff-evoked protraction was sensitive to elevations in Purkinje cell firing. In mice expressing channelrhodopsin in Purkinje cells (Pcp2-ChR2, Methods; N = 4 mice), crus I/II Purkinje cells were optically stimulated for 200 ms, and the puff was delivered contralaterally at light onset. Optical stimulation greatly accelerated firing by Purkinje cells (Figure 4A, n=5 cells). The light stimulus also reduced the amplitude of the puff-evoked whisker protraction (Figure 4B, 4C, left). The mean data illustrated that silencing cerebellar output suppressed the puff-evoked whisker protraction by about 15°, which accounted for about a third of the total movement (Figure 4C, right, deflection with no-light control = 46.7° ± 1.8°, with light = 32.6°± 3.2°; comparing deflection ± light, p=0.005, N=4 mice). This value is likely to be an underestimate, since it is unlikely that all relevant Purkinje cells were activated by optical stimulation. Differentiating the whisker position record indicated that the peak velocity of the deflection was reduced as well (control vs. light: 1.7 ± 0.1°/ms vs. 1.5 ± 0.1°/ms, p=0.04, N=4 mice). At light offset, an additional whisker protraction that was absent from control trials was also generated (Figure 4D, deflection at light offset = 17.8° ± 3.4°; at matched time point in no-light control = −2.6° ± 1.0°, ± light, p = 0.01 N=4 mice); similar protractions upon the offset of Purkinje cell stimulation have been observed previously, and are attributed to increased activity of CbN cells (Proville et al., 2014). Thus, cerebellar output accounts for at least ~30% of the magnitude of sensory-evoked, apparently reflexive whisking.
Figure 4. Puff-evoked whisking during optogenetic stimulation of Purkinje cells.
A, Left. Responses of a Purkinje cell to a puff alone (top) or paired with optogenetic Purkinje cell activation (bottom). Right. Population change in firing rate in each condition. B, Whisker position traces from puff-only (left) and puff with optogenetic stimulation (right) trials. C, Left. Mean puff-evoked whisker movements for a single mouse. Right. Peak change in whisker position for each mouse during the stimulation period on puff-only trials (black) and trials with puff plus optogenetic stimulation (light blue). D, Left. Mean post-stimulation whisker position for the same mouse as in C. Right. Peak post-stimulation change in whisker position for each mouse on puff-only trials (black) and trials with puff plus optogenetic stimulation (light blue).
Activity of Purkinje target neurons associated with sensory input to the whisker pad.
The suppression of movement by Purkinje cell stimulation is somewhat paradoxical, however, given the match between population Purkinje cell firing rate and movement kinematics. In particular, the greatest elevation of Purkinje cell activity is associated with the greatest deflection of the whiskers, raising the question of how Purkinje-mediated inhibition of CbN neurons normally sculpts the trajectory of whisker protractions. To investigate this question, we made recordings from CbN cells in the lateral cerebellar nucleus of Pcp2-ChR2 mice and measured their responses to contralateral puffs. All CbN cells responded to the sensory stimulus with a short-latency, brief increase in firing rate that abruptly returned to or fell below baseline within 35 ms (n=8 cells, Figure 5A, 5B). Superimposing the mean Purkinje cell response to a contralateral puff from all experiments (n=65 cells) illustrated that the population firing rates of CbN cells and Purkinje cells were both initially elevated. Purkinje cells, however, showed a late phase of increased spiking (after ~25 ms), during which time the CbN cell firing rates dropped below pre-stimulus values (Figure 5B). The initial surge in the CbN response coincided with a drop in the Purkinje response, and the maximal firing rate increase in Purkinje cells occurred between the two peaks in CbN cell firing rates. These observations motivated a closer examination of the spike timing in both sets of cells (below).
Figure 5. CbN cell responses to air puffs.
A, Left. A puff-evoked whisker movement, the corresponding CbN cell response, and the instantaneous firing rate on a single trial. Right. The mean instantaneous firing rate responses of each CbN cell. B, Population puff-evoked change in firing rate for CbN cells (blue) and Purkinje cells (red) superimposed on the mean evoked whisker movement (black). C, CbN cell spiking associate with a puff (top), optogenetic stimulation of Purkinje cells (middle), and both together (bottom). D, Population change in CbN cell instantaneous firing rate in response to a puff without (black) and with optogenetic stimulation of Purkinje cells (light blue). E, Top. The mean loose-cell attached CbN cell response during optogenetic stimulation of Purkinje cells without (blue) and with a puff (light blue). Bottom. The difference between the responses above, showing the putative time course of mossy fiber input to CbN cells.
First, however, we tested whether optogenetic stimulation of Purkinje cells was sufficient to suppress the increase of CbN cell firing early in the record, since this aspect of the CbN cells response appeared most likely to contribute to the magnitude of the whisker protraction. During recording from CbN cells, we therefore applied light as in previous experiments. Indeed, in all cells (n=5), light stimulation completely eliminated firing (Figure 5C, 5D). This silencing was followed at light offset by a firing rate increase. This increase corresponded to the protraction at light offset, consistent with the idea that elevating CbN cell activity can generate whisker movement. Silencing of CbN cells by the light stimulus occurred whether or not the puff was applied concurrently with the light; however, trials with the puff included ‘ripples’ early in the loose-cell-attached record (Figure 5C, bottom). To examine the ripples more closely, the responses across cells to light applied either alone or with the puff were averaged and subtracted (Figure 5E). We reasoned that these ripples probably resulted from excitatory input and that they could therefore be used to estimate the time course of the mossy-fiber-mediated puff-dependent input to CbN cells.
Timing of Purkinje and CbN cell spikes.
With this information in hand, we next re-examined the timing of action potentials elicited in Purkinje and CbN cells by contralateral puffs. Mean PSTHs with 2-ms bins were constructed from the responses of all 65 Purkinje cells tested (Figure 6A). The plots showed evidence of brief, well-timed windows of alternating decreases and increases in spike probability (on the time scale of milliseconds) at the onset of the response to the puff, across all trials of all neurons. Although it cannot be ascertained which subset of these Purkinje cells converge on CbN cells, the fact that reductions in Purkinje cells firing probability were consistently time-locked to the puff stimulus suggested that CbN cells were likely to be subjected to relatively coherent decreases or gaps in inhibitory input.
Figure 6. Spike timing of Purkinje and CbN cell responses to air puffs.
A, Population peristimulus time histogram (PSTH) with 2-ms bins of Purkinje cell simple spikes (grey) and complex spikes (yellow, summing with simple spikes) evoked by contralateral puffs. B, As in (A) for CbN cell simple spikes (blue). The mossy-fiber response (cyan) is superimposed. C, Individual PSTHs for all CbN cells. D, Data from A and B superimposed for comparison. E, Data from (A) and (B) replotted with 50-ms bins. F, Population PSTH with 2-ms bins of Purkinje cell simple spikes (grey) and complex spikes (yellow, summing with simple spikes) evoked by ipsilateral puffs.
Applying the same analysis to CbN cells in response to a contralateral puff revealed two well-timed peaks (Figure 6B), which were also present in PSTHs of individual cells (Figure 6C). Superimposing the Purkinje and CbN cell histograms, along with the putative mossy-fiber-mediated excitatory response, illustrates several points (Figure 6D). First, Purkinje cells showed a consistent decrement in spike probability in a 4-ms window, followed by a 4–6 ms elevation of simple and complex spikes. Second, periods of increased CbN cell firing probability corresponded to the well-timed window in which Purkinje-mediated inhibition to CbN cells would have collectively dropped. Third, the 2–4 ms drop in CbN cell firing probability between the double peak, which was present in all the individual records, matched the window of peak Purkinje cell spike probability. Fourth, the CbN cell firing probabilities fell below baseline concurrently with the second surge in Purkinje cell firing, particularly during the broad peak in complex spike probability. Finally, ~40 ms after the puff, coherent spiking by the population was no longer evident, although Purkinje firing rates remained elevated. In contrast, plotting the same data in broader bins, which do not reveal millisecond-scale spike times, illustrated that Purkinje and CbN cells both increased their firing rates within the first 50 ms following the puff (Figure 6E). Additionally, a spike timing analysis of Purkinje cell responses to ipsilateral puffs to showed that this mean population response (n=26 cells) also had cycles of well-timed (2–4 ms) suppressions and elevations of firing probability (Figure 6F), suggesting that cells on both sides of the cerebellum fire coherently to the puff stimulus.
Together, these observations suggest that sensory input elevates mossy fiber activity, which provides excitatory drive to CbN cells and also generates precisely timed spike suppression and spike generation early in the Purkinje cell response. As a result, Purkinje and CbN cell action potentials rapidly alternate, such that cerebellar output is actually increased. A second burst of less-well-timed complex spikes in Purkinje cells, along with elevated but apparently non-coherent simple spike firing, truncates CbN cell responses, leading to a longer period in which Purkinje and CbN cell firing rates are anti-correlated.
Purkinje and CbN cell responses during spontaneous whisking.
The presence of peaks in the CbN PSTHs and instantaneous firing rate traces raise the possibility that these brief elevations of cerebellar output generate the increased amplitude of protraction that is lost with optogenetic stimulation of Purkinje cells. To test whether such activity was specifically related to sensory-evoked whisking or is a general phenomenon, we measured responses of the same Purkinje and CbN cells during spontaneous non-contact whisking. Spontaneous whisking occurred intermittently in all mice throughout the recording sessions. Comparisons were made of responses associated with puff-evoked and spontaneous whisking in those recordings in which mice had been subjected to contralateral puffs and which had >10 spontaneous whisking events (n=51 Purkinje cells and n=8 CbN cells). Averaging the mean whisker deflections showed that spontaneous whisks were smaller than evoked whisks, with a peak magnitude that was 49.7% of those evoked by the puff (Figure 7A, top). The activity of Purkinje cells, triggered to whisk onset, was reliably modulated during spontaneous movements, but the change in Purkinje cell firing rates was correspondingly lower (Figure 7A, bottom). The relationship between firing rate changes and whisker position changes, however, remained highly correlated for spontaneous (r = 0.73) and puff-evoked whisks (r = 0.97), with gains of 0.7 Hz/° protraction and 1.0 Hz/° protraction, respectively (Figure 7B). The Purkinje cell response led the spontaneous movement by 27 ms, vs. 20 ms in response to the puff. Together the responses of Purkinje cells were comparable for spontaneous and sensory-evoked whisks, with the former simply scaled down according to the whisk amplitude.
Figure 7. Comparison of Purkinje and CbN cell responses during puff-evoked and spontaneous whisking.
A, Top. Mean puff-evoked (dark red) and spontaneous whisker movements (red). Bottom. Corresponding Purkinje cell population changes in firing rate. B, Population rate change vs. mean whisker position, at the time of peak cross-correlation for spontaneous (red) and puff-evoked (dark red) movements (n=51 cells with data for both types of movements). C, Population instantaneous firing rates during spontaneous whisking for Purkinje cells (red) and CbN cells (cyan), with puff-evoked responses overlaid for comparison (Purkinje, dark red; CbN, blue). Inset. Spontaneous responses at higher magnification. D, Left. Population PSTHs with 2-ms bins for Purkinje cells during spontaneous whisking (red, outlined for clarity), with responses to puffs superimposed for comparison. E, As in D for CbN cells. Spontaneous, cyan, outlined; with puffs, blue.
In contrast, the CbN cell response was qualitatively as well as quantitatively different in association with spontaneous whisks. Unlike the 80–100 spikes/sec elevation of instantaneous firing rate evoked by the puff, CbN cells on average reduced their rates by about 5 spikes/sec during spontaneous whisks (n=8, Figure 7C), with some cells showing no detectable response (n=3/8). Superimposing the Purkinje and CbN responses illustrated that Purkinje cell and CbN cell activity did not co-modulate at any point in the spontaneous whisks (Figure 7C, Inset).
Plotting the data as PSTHs with 2 ms bins demonstrated that neither the action potentials of Purkinje cells nor of CbN cells showed evidence of precise timing during spontaneous whisks, since no bin or cluster of bins showed a clear increase or decrease in the number of spikes (Figure 7D). These data suggest that spontaneous non-contact whisking does not greatly depend upon changes in cerebellar output. These results are consistent with previous findings that spontaneous whisking persists even with optogenetic silencing of CbN cells, although whisker set point is altered (Proville et al., 2014). They further suggest that sensory input leads to well-timed Purkinje cell action potentials. The resulting cycles of inhibition and disinhibition of CbN cells are compatible with excitation-driven, well-timed, brief periods of elevated CbN activity, which can account for the ability of cerebellar output to increase the magnitude of reflexive whisker protractions.
Discussion
The present experiments demonstrate that, during reflexive whisking evoked by brief sensory stimuli, the mean changes in crus I/II Purkinje cell simple spike rates across the population match whisker protraction kinematics, preceding movements by a few tens of milliseconds. These rate changes are similar with ipsilateral or contralateral stimulation, are largely preserved in the absence of ipsilateral sensory feedback, and are reduced by inhibiting the whisking-related premotor nuclei in the brainstem. Optogenetically driving Purkinje cells to silence CbN cells greatly decreases the magnitude of sensory-evoked protractions. Unlike Purkinje cells, however, firing rates of CbN cells are not matched to the magnitude of whisker protraction, but increase only at the onset of evoked movements. The population response of Purkinje cells during reflexive whisks shows consistent spike timing on a millisecond scale, with two cycles of suppression and elevation of spike probability. Correspondingly brief elevations of CbN cell spike probability coincide with the predicted reductions in inhibition from well-timed Purkinje spiking, and are likely driven by mossy-fiber excitation. In contrast, during spontaneous whisking, although Purkinje rate changes follow movement kinematics, CbN cell firing rates decrease slightly, and neither cell type shows evidence of precise spike timing. The data suggest that sensory input organizes spike times across the population of cerebellar neurons to generate brief, well-timed increases in cerebellar output that amplify reflexive whisker movements.
Relating whisker movement and Purkinje cell firing.
The population response of simple spike rates of crus I/II Purkinje cells has been shown to carry a linear representation of spontaneous whisker movements, preceding the protraction by a few tens of ms (Chen et al., 2016). Here, we further find that the change in firing rate correlates well with the deflection magnitude, with a gain of 1 Hz/degree, over about 30° of protraction, for puff-evoked as well as spontaneous whisks. Such Purkinje cell population responses that match movement kinematics have been observed for several types of movements, including locomotion, reaching, the vestibulo-ocular reflex, smooth pursuit, and saccades (Medina 2011). For saccades in particular, the activity of Purkinje cells with distinct categories of responses during movement (bursts and pauses) can combine to match movement kinematics precisely, especially when responses are sorted to have common complex spike receptive fields (Herzfeld et al., 2015).
Cerebellar contribution to sensory-evoked whisking.
Experimental activation of CbN cells can generate movements in stationary animals (Noda and Fujikado 1987; Heiney et al., 2014; Proville et al., 2014; Lee et al., 2015). Conversely, silencing cerebellar output pharmacologically, electrically, or optogenetically during movements impedes learned eyelid closures, reaching, grasping, and locomotion (Hesslow 1994b; Goodkin and Thach 2003; Sarnaik and Raman 2018). Regarding whisker movements, optogenetic stimulation of Purkinje cells, which silences CbN cells, shifts the whisker set point during whisking (Proville et al., 2014). Here, we find that reflexive whisking in response to air puffs is substantially reduced by suppression of cerebellar output. The full effect may be even larger than seen here, since it is unlikely that all the relevant target cells in the cerebellar nuclei were silenced.
Consistent with the idea that CbN cells amplify reflexive whisker protractions, CbN cell output is greatly elevated during whisking elicited by sensory stimulation. The firing rate changes of CbN cells, however, do not correlate with whisker position throughout the movement, as the increase in their output is only transient. The results suggest that puff-related excitation is appropriately timed to drive the early rise in CbN cell spike probability as well as the early suppression of Purkinje cell spikes, e.g., via granule cells to molecular layer interneurons (Chu et al., 2011) or Purkinje-Purkinje connections, which likely augments the CbN cell response. The brief elevation of Purkinje cell simple spike probability correlates with a 2-ms suppression of CbN cell spikes, and the subsequent brief drop of Purkinje cell spike probability, while mossy fiber excitation remains high, is likely permissive for the second surge in CbN cell spiking. After the second cycle of elevated Purkinje cell firing, which includes many less-well-timed complex spikes, CbN cell spike probability falls below baseline.
Purkinje cell spike patterns and cerebellar output.
These data are relevant to the question of whether synchrony of Purkinje cell simple spikes occurs physiologically and/or affects motor behaviors (de Zeeuw et al., 2011; Person and Raman 2012b). Such millisecond-scale synchrony has been reported repeatedly in anesthetized and awake animals (e.g., Bell and Grimm 1969; Heck et al., 2007; Shin and de Schutter 2006; de Solages et al., 2008; Wise et al., 2010), and in vitro studies have shown that large CbN premotor neurons have brief IPSCs (~2.5 ms), such that even high-frequency synchronous inhibitory postsynaptic potentials (IPSPs, ~100/sec) are followed by synchronous gaps in inhibition during which CbN firing probability can be raised (Person and Raman 2012a; Wu and Raman 2017).
The present results are consistent with a similar scenario occurring in vivo at the onset of the response to the puff. Averaging across all 65 Purkinje cells tested with contralateral puffs, 2–4 ms decreases and increases in spike probability were evident. Such correlated spike times across so many neurons seem most likely to arise from synchronous activity and are consistent with proposals that synaptic inhibition of Purkinje cells initiates simple spike synchrony (de Solages et al., 2008). Although it is not known which Purkinje cells in the present study might converge, coherent spike suppression across the population is necessarily reflected in reduced inhibition downstream. The brief windows of CbN cell spiking indeed correlate with the short intervals of Purkinje cell spike suppression and overlap with elevated excitation. Thus, the present data provide in vivo evidence that even millisecond-scale concerted reductions in Purkinje cell firing can make inhibition effectively ‘get out of the way,’ permitting excitation to drive CbN cell firing more strongly (Wu and Raman 2017).
Complex spikes were also temporally organized in response to puffs, with an early smaller increase at the time of high simple spike probability, and a later, larger increase that is spread over 14–16 ms; similar complex spike synchrony on the time scale of tens of milliseconds is well established (Welsh et al., 1995; Wylie et al., 1995; Ozden et al., 2012). Since each complex spike produces 2 or more propagating action potentials (Khaliq and Raman 2005; Monsivais et al., 2005), both the rate and the temporal dispersion of IPSPs is expected to increase, both of which would increase the efficacy of inhibition of CbN cells. Indeed, the 14–16 ms window correlated with the strongest suppression of CbN cell firing, suggesting that complex spikes may play a disproportionate role in inhibiting CbN cells in real time and thus truncating their effect on movement.
Unlike during puff-evoked whisks, CbN cell output was minimal during spontaneous whisks, consistent with previous reports that optogenetic activation of Purkinje cells did not change spontaneous whisking frequency, amplitude, or speed (Proville et al., 2014). The lack of much change in cerebellar output, despite Purkinje cell activity matching whisker movements (Chen et al., 2016) is reminiscent of cancellation circuits described in cerebellum-like structures of fish, which silence outputs to self-generated inputs (Requarth and Sawtell 2014); here, a similar computation that suppresses cerebellar outputs during well-predicted movements might take place at the level of the CbN. Specifically, the motor command component of the Purkinje cell response may cancel cerebellar output in the absence of unpredicted sensory input.
Origin of signals.
The match between Purkinje cell firing and whisking kinematics during both spontaneous and reflexive whisking makes it seem likely that input from motor regions contributes to the response. Optical illumination of vM1 in VGAT-ChR2 mice, which inhibits cortical output (Guo et al., 2014), reduces spontaneous whisking (Sreenivasan et al., 2016). When vM1 is pharmacologically inactivated with muscimol, however, Purkinje cell modulation remains during spontaneous whisking (Chen et al., 2016). Likewise, no change was seen here in Purkinje cell activity during reflexive whisking with vM1 inhibited. In contrast, optogenetic inhibition of the ipsilateral reticular nuclei reduced Purkinje cell firing rates in the later period of evoked whisking, consistent with the idea that these spikes are driven by internal motor commands from whisking-related premotor circuitry in the brainstem (Moore et al., 2013; Takatoh et al., 2013). Also, the movement-related Purkinje cell responses for sensory-driven and spontaneous whisking resemble one another, as reported for larval zebrafish Purkinje cells during spontaneous and sensory-evoked fictive swimming (Harmon et al., 2017). The data are consistent with models in which the simple spikes of Purkinje cells produce a motor command-related signal that is predictive of movement (Medina 2011).
Mossy fibers also carry sensory input (Bower and Woolston 1983; Ishikawa et al., 2015; Chabrol et al. 2015), and any sensory signals from the puff (Gao et al., 1996, Parsons et al., 1997) and/or reafferent signals from the whisker movements that reach the cerebellum would likely be carried through mossy fibers from the trigeminal nuclei; these cells receive sensory input from the whisker pad and project primarily ipsilaterally but also contralaterally to the cerebellum (Armstrong and Drew 1980; Yatim et al., 1996; Severson et al 2017). The present work indicates that neither the site of the puff nor removal of sensory feedback significantly affects Purkinje cell firing rates associated with reflexive whisking. Nevertheless, the presence or absence of a puff greatly changed Purkinje cell spike timing at the onset of whisking-associated responses, which also varied with puff location. Thus, the earliest part of the Purkinje cell response, which was unaffected by inhibiting the reticular nuclei, seems likely to represent direct trigeminal mossy fiber input associated with the puff.
Indeed, even in anesthetized rodents, brief sensory stimulation of the whiskers and nearby facial regions alters simple spiking by Purkinje cells for tens of milliseconds. For example, in pentobarbitone-anesthetized rats, direct electrical stimulation of vibrissal follicles evoked short latency increases in simple spikes in crus I, crus II, the paramedian lobule, and lobule IX (Armstrong and Drew 1980). In urethane-anesthetized mice air puffs applied to the ipsilateral whisker pad inhibited crus II Purkinje cells for ~100 ms (Chu et al., 2011), and in ketamine/xylazine-anesthetized mice piezoelectrically driven sustained displacement of ipsilateral whiskers variably increased or decreased crus I and crus II Purkinje cell simple spiking in on the time scale of 50 ms (Bosman et al., 2010). In awake mice, we find that sensory stimuli evoke active whisking and Purkinje cell responses are prolonged, suggesting that general anesthesia suppresses the late response, which likely originates from brainstem motor centers. These brainstem nuclei are evidently sufficient to drive whisking independently of the cerebellum, since CbN cell activity is slightly decreased during spontaneous whisking, likely resulting from elevated, non-coherent Purkinje-mediated inhibition. In puff-evoked whisking, however, sensory input drives both direct excitation and well-timed reductions of Purkinje-mediated inhibition to CbN cells, transiently elevating CbN firing rates and amplifying reflexive whisker movements.
STAR Methods
Contact for reagent and resource sharing
Further information and requests for resources and reagents should be directed to and will be fulfilled by the Lead Contact, Indira M. Raman (i-raman@northwestern.edu)
Experimental model and subject details
All experiments were done in accordance with federal and institutional guidelines and were approved by the Northwestern University IACUC, Animal Welfare Assurance Number, A3283–01, protocol number IS00000242 (IMR). Experiments were done on 7–25 week-old mice of either sex. Female mice acclimated more readily to resting in the recording setup (see below), and so more females (N=21) than males (N=4) were used. Mice were of the following strains: C57BL6 (Charles River), F1 offspring of crosses of Pcp2-creTg/Tg and Ai27DTg/Tg (Jackson, RRID: IMSR_JAX:004146, and RRID: IMSR_JAX:012567), which generated mice heterozygous for channelrhodopsin-2 (hChR2 (H134R)) expression in Purkinje cells (Pcp2-ChR2), and VGAT-ChR2-EYFP mice (Jackson, RRID: IMSR_JAX:014548). Mice were housed with free access to food and water on a 12:12 day-night cycle.
Method details
Surgeries.
Mice were anesthetized with ketamine/xylazine (120 mg/kg, and 3 mg/kg intraperitoneal). Topical lidocaine (2%) was applied to the skin, and buprenorphine SR-LAB (1 mg/kg, subcutaneous, ZooPharm) was administered peri-operatively for analgesia. Mice first underwent a surgery for implantation of a headplate for head-fixation (Dombeck et al., 2007). After a recovery period of 3–5 days, mice were habituated to sitting in a plastic tube on the recording setup for 1–2 hours per day for 2–3 days. Mice were then anesthetized and a craniotomy for electrode access was made over the surface of lateral crus I, centered at 6.25 mm caudal and 3.2 mm lateral to bregma. For experiments on VGAT-ChR2 mice only, a second craniotomy was made either ipsilaterally 1 mm lateral and 6.25 mm caudal to bregma (for brainstem inhibition) or contralaterally, 1 mm lateral and 1.5 mm rostral to bregma (for vM1 inhibition). Craniotomies were covered with thin layer of antibiotic ointment and covered with Kwik Sil. In a subset of C57BL6 mice, a cannula (a sterile 24 gauge needle, closed with a 30 gauge needle) was installed over the ipsilateral facial nerve, entering through the cheek and fixed to the head plate with VetBond. On the day after the craniotomy, Purkinje cell recordings from the surface of crus I and in the fissure between crus I and II were made 3–3.4 mm lateral and 6–6.5 mm caudal to bregma, from 150–2000 microns below the surface of the cerebellar cortex. Cerebellar nuclear cell recordings were made 2.5–2.7 mm lateral and 6.1–6.3 mm caudal to bregma, 1600–2000 microns below the surface of the cerebellar cortex. Mice were recorded from for 1–3 days and then euthanized.
Electrophysiology.
Extracellular loose cell-attached recordings of Purkinje cell or CbN cell action potentials were made in awake mice with borosilicate pipettes (3–6 MΩ) filled with Tyrode’s solution (mM, 150 NaCl, 4 KCl, 2 CaCl2, 2 MgCl2, 10 HEPES, 10 glucose, pH 7.35 with NaOH). Recordings were made with a MultiClamp 700B amplifier, digitized, and acquired with pClamp software (Molecular Devices). Purkinje cells were identified by their characteristic firing of both simple spikes and complex spikes. CbN cells were identified by their silencing by optogenetic stimulation of Purkinje cells. For each cell, as many trials as possible were recorded, and for each mouse, recordings from as many cells as possible were obtained. Biological replicates are given as n for the number of cells in which recordings were repeated and N for the number of mice in which experiments were repeated.
Whisker tracking.
In most experiments, all whiskers were trimmed except the ipsilateral C2 whisker to ensure a lack of contact with the head-fixation bars. In one case in which the C2 whisker was too thin, the C1 whisker was tracked. The whisker was imaged at 250 frames per second with a Genie HM640 camera (Teledyne DALSA, Inc.) and the position of the whisker was tracked offline with the open-source tracking software Whisk by Nathan Clack (HHMI/Janelia Farm). In experiments in which all whiskers were kept intact, the center of mass of the whisker array was taken as an indicator of position and was tracked (MatLab).
Tactile stimulation of the whisker pad.
Air puffs (10 ms, 20 psi) were applied to the whisker pad through a nozzle (1 mm diameter) connected to compressed air and gated by a solenoid valve. The nozzle was positioned ~1.5 cm from the whisker pad and directed at the center of the whisker pad. The timing of the puffs was controlled by triggering a TTL pulse from a Master 8 Stimulator (A.M.P.I.). Puffs reliably evoked bilateral whisker protractions.
Lidocaine block of facial nerve.
After Purkinje cell responses to contralateral air puffs were recorded, 20 μL of 2% lidocaine was infused through the cannula to the ipsilateral facial nerve. Air puffs were applied every few seconds until movements of the ipsilateral whiskers ceased, which took <5 minutes. Recordings of the same Purkinje cell were then repeated to permit within-cell comparisons. Lidocaine effects reversed in 15–20 minutes.
Optogenetics.
Optogenetic activation of Purkinje cells was done on Pcp2-ChR2 mice. The in vivo effect of light steps applied to the cerebellar cortex of these mice is an elevation of Purkinje cell firing that strongly suppresses firing by CbN neurons (Lee et al., 2015; Sarnaik and Raman 2018). To facilitate penetration of the optical fiber (200 μm, NA 0.22, Thorlabs, Inc.), a patch pipette was first advanced along the stimulation track to a depth of 2500 μm (caudal: 6.05 ± 0.05 mm, lateral: 3.088 ± 0.043 mm). The optical fiber, connected to an LED coupled to an LED driver (Doric Lenses), was then advanced to stimulate Purkinje cells at depths of 0, 500, 1000, 1500, and 2000 μm. Light stimuli of 465 nm were applied at an intensity of 4.5 mW (measured with Thorlabs PM100D with a S140C sensor). Optical trials were interleaved with control trials and separated by 5-second intervals. Evoked whisks were indistinguishable at all depths (p=0.2, repeated measures ANOVA). The data were therefore pooled.
For inhibition of vM1 in VGAT-ChR2 mice, an optical fiber (400 μm, 0.39 NA) was placed on the surface of vM1 at the site of the craniotomy. During vM1 inhibition trials, VGAT expressing neurons in vM1 were stimulated for 500 ms at 50 Hz (5 ms pulse width) at 13 mW. Background blue light was applied to ensure that the optical stimuli were not visible to the mice. For inhibition of the brainstem, a beveled optical fiber (200 μm, 0.39 NA) was lowered into the ipsilateral brainstem along a ~4.5 mm track. Optical stimuli were applied for 500 ms at 50 Hz (5 ms pulse width) or 100 Hz (2.5 ms pulse width) at ~4 mW. Optical trials were interleaved with control trials and separated by 5–15 second intervals.
Quantification and Statistical Analysis
Data were analyzed with pClamp (Molecular Devices), MatLab (MathWorks), and IGOR Pro (Wavemetrics). Complex spikes and simple spikes were sorted offline either manually with pClamp software or with PCA in MatLab. Instantaneous firing rate of simple spikes was calculated as the inverse of each interspike interval, and instantaneous rate vs. time plots were digitized at 1 kHz. Whisker position data was up-sampled from 250 Hz to 1 kHz to facilitate comparison with the instantaneous rate trace. For puff-evoked whisks 3–90 trials were averaged (mean, 36 trials) and for spontaneous whisks, 11–184 trials were averaged (mean, 48 trials). Complex spike histograms were computed by finding the spike probability in a sliding 20-ms bin advanced in 1 ms steps. Spontaneous whisks from rest were included in the analysis only if they were >10° in amplitude and if the mean position for the preceding 250 ms was less than −90° and a standard deviation less than 2.5°, to confirm a non-moving, resting position. Data are presented as mean ± SEM. Statistics were assessed based on an assumption of normality with paired Student’s t-tests, with a Bonferroni-Holm correction for multiple comparisons as needed. Significance was taken as p<0.05. For all comparisons, p-values and the associated test are reported in the text.
Key Resources Table
| Reagent or resource | Sourece | Identifier |
|---|---|---|
| Chemicals, Peptides and Recombinant Proteins | ||
| Lidocaine (LidoJect) |
Henry Schein Animal Health |
VINB-0145–8300 |
| Experimental Models: Organisms/Strains | ||
| Mouse: C57BL/6 | Charles River | 027 |
| Mouse:Pcp2- creTg/Tg |
Jackson | RRID: IMSR_JAX:004146 |
| Mouse: Ai27DTg/Tg |
Jackson | RRID: IMSR_JAX:012567 |
| Mouse: vGAT- ChR2-EYFP |
Jackson | RRID: IMSR_JAX:014548 |
| Software and algorithms | ||
| pClamp 10 | Molecular Devices |
https://www.moleculardevices.com/ |
| MatLab | MathWorks | https://www.mathworks.com/ |
| Whisk | Nathan Clack (HHMI) |
https://wiki.ianelia.org/wiki/displav/MversLab/Whisker+Tracking |
| IGOR | Wavemetrics | https://www.wavemetrics.com/ |
Acknowledgments:
NIH R37-NS39395 (IMR). STB was supported by NIH T32-MH067564. We are grateful to Nick Bush, from Dr. Mitra Hartmann’s lab, for help in getting the whisker imaging and tracking working, and Dr. David Ferster for advice on in vivo recording and analysis.
Footnotes
Declaration of Interests: The authors have no conflicts of interest to declare.
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