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Draft of 1 September 2013
The central pattern generator for rhythmic whisking David Kleinfeld1, Martin Deschênes2 and Jeffrey D. Moore3 1Department of Physics and Section on Neurobiology, UCSD, La Jolla, CA, USA ([email protected]).
2Department of Psychiatry and Neuroscience, Laval University, Quebec City, Canada ([email protected]).
3Graduate Program in Neuroscience, UCSD, La Jolla, CA, USA ([email protected]).
To appear in: Sensorimotor Integration in the Whisker System Editors: Patrik Krieger and Alexander Groh Publisher: Tucker Seven Editorial Associates Abstract: Six sentences Narrative ~2400 words Legends: ~1400 words References: 44 Figures 14 Editorial correspondence: David Kleinfeld Department of Physics 0374 University of California 9500 Gilman Drive La Jolla, CA 92093 Office: 858-822-0342 Mobile: 858-922-4664 Fax: 858-534-7697 Email: [email protected]
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Abstract
Whisking and sniffing are predominant aspects of exploratory behavior in rodents. We review evidence that these motor rhythms are coordinated by the respiratory patterning circuitry in the ventral medulla. A region in the intermediate reticular zone, dorsomedial to the preBotzinger inspiratory complex, provides rhythmic input to the facial motoneurons that drive protraction of the vibrissae. Neuronal output from this region is reset at each inspiration by direct input from the preBötzinger complex. High frequency breathing, or sniffing, has a one-to-one coordination with whisking while basal respiration is accompanied by intervening whisks that occur between breaths. We conjecture that the preBötzinger complex, which projects to neighboring premotor regions for the control of other orofacial muscles, functions as a master clock to coordinate orofacial behaviors with breathing.
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Some 50 years ago Welker [1] observed that whisking and sniffing by
rodents appeared to be synchronous. More than a curious observation, it leads to
the suggestion that breathing may be at the root of all rhythmic orofacial
behaviors. We now understand the basis for Welker's observation and, in this
review, summarize the hunt for the neuronal circuitry that controls rapid
exploratory whisking by rats [2]. This is followed by a discussion of the potential
role of sniffing as carrier signal that binds different orofacial sensory inputs.
Before we begin our narrative on whisking, it is worth considering an
abbreviated wiring diagram of the anatomy of the vibrissa sensorimotor system
[3] (figure 1), as such circuit maps can constrain the potential mechanisms that
that generate behavior. The business end of the rodent vibrissa system is the
mystacial pad, which includes the muscles that drive the vibrissae and the
sensory fibers that innervate the follicle. We see that the nervous system already
forms a feedback loop at the level of the brainstem, from the trigeminal ganglion
inputs through interneurons in the trigeminal nuclei and back to the facial
motoneurons that drive the muscles. This disynaptic feedback loop is the
shortest sensorimotor pathway [4], and it is paralleled by loops that involve the
cerebellum, by loops that involved the midbrain, e.g., the superior colliculus, and
by loops that involve the forebrain, the most extensive of which includes vibrissa
primary sensory (vS1) and primary motor cortices (vM1).
What is the nature of whisking? Rodents will whisk in air as they explore a
novel environment and search for objects and conspecifics [5]. The nature of
whisking can change upon contact with a surface, especially as the animal turns
and whisking is no longer symmetric [6, 7]. Here we focus on the case of
rhythmic symmetric whisking by rats [8], in which an epoch of whisking appears
almost periodic (figure 2). This suggests that from a mathematical perspective,
whisking may be conceived as a rhythmic process, with a rapidly evolving phase
and a slowly evolving envelope, i.e., amplitude and midpoint, much like the
signals in AM radio. Formally, we can define the angle of a vibrissa relative to the
face as θ(t), which evolves according to θ(t) = θamplitude(t)•cos [φ(t)] + θmidpoint(t)
with dφ(t)/dt = 2πfwhisk, where fwhisk is the instantaneous whisking frequency [9].
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This definition raises an interesting question. Does the brain drive whisking
through a combination of signals, each with a different time-scale as implied by
the mathematical decomposition, or is there a single control signal with a broad
dynamic range in time? Past experimental results suggest that nature has
chosen to control whisking through narrow band signals that code on the scale of
the fast rhythm, i.e., roughly 10 Hz, and the slowly evolving envelope, i.e.,
roughly 1 Hz. First, Pietr et al. [10] showed that systemic infusion of an agonist of
endocannabinoid receptors leads to a decrease in the amplitude of whisking,
while infusion of an antagonist these same receptors leads to high-amplitude
whisking without variation in amplitude (figure 3a). Critically, in both cases the
pharmacological interventions had no effect on the frequency of whisking
(figure 3b). Second, Hill et al. [11] showed that the firing patterns of neurons in
vM1 cortex preferentially report the slowly varying amplitude and midpoint of a
whisking bout independent of the rapidly varying phase (figure 4). These data
suggest that the rapidly varying phase and the slowly varying change in the
envelope of whisking are controlled by separate mechanisms.
We now revisit Welker’s [1] observation regarding the synchrony of
whisking and sniffing. Quantitative concurrent measurements of breathing and
whisking in head-restrained and freely moving rats reveal key aspects of their
coordination [2, 12] (insert in figure 5). First, breathing over a wide range of
rates can occur without substantial whisking (figure 5a). To test whether
whisking can also occur without breathing, a puff of ammonia was applied to the
snout to inactivate the central inspiratory drive [13] and temporarily inhibit
respiration. Critically, rats can whisk during such a disruption in breathing
(figure 5b), which implies that the oscillator for breathing and the putative
oscillator for whisking are separately gated. While sniffing is indeed accompanied
by a one-to-one relation with whisking (figure 5a), basal breathing is
accompanied by whisks that are coincident with an inspiration, which we denote
"inspiratory-locked whisks", and also "intervening whisks" that occur between
successive breaths and successively decrease in amplitude (figure 5c).
Therefore there is an incommensurate many-to-one relation between whisking
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and breathing. These data imply that there are separate, or separable, oscillators
for breathing and whisking, and that the breathing rhythm may reset the whisking
rhythm.
The detailed timing between whisking and breathing is quantified though a
frequency-ordered plot of the correlation of whisking with breathing across a
large data set of whisks (figure 6). Vibrissa protractions are time-locked to the
onset of inspiration across the entire range of breathing frequencies. Basal
respiration cycles are accompanied by multiple whisks per breath, with an
instantaneous whisking frequency of approximately 8 Hz for the intervening
whisks. These data imply a unidirectional connection from the breathing oscillator
[14-16] to a putative CPG for whisking.
Where is the pattern generator for the fast, rhythmic vibrissa motion? One
possibility is that rapid whisking is generated by the previously discussed
disynaptic feedback loop in the brainstem. That is, sensory signals generated by
the motion of the vibrissa could directly drive the facial motoneurons, which
would in turn generate a new sensory signal, and so on. The frequency of
whisking would depend of propagation delays in this circuit. Against this
hypothesis, lesion of the sensory nerve (infraorbial nerve in figure 1) has
minimal effect on whisking [1, 8, 17]; in fact the rhythmic pattern becomes more
stable [8]! Similarly, lesioning of any of a large number of midbrain and forebrain
nuclei only minimally interrupt whisking [1, 18]. This leads to the hypothesis that
an oscillator which drives whisking is located in the brainstem. But where? Given
the close phase relationship between whisking and breathing, the neighborhood
of the ventral respiratory column in the medulla [19] is a clear suspect. A role for
breathing in the control of whisking is further suggested by the shared facial
musculature between the two behaviors [20, 21]. Lastly, the CPGs for chewing,
i.e., the oral portion of the gigantocellular reticular nucleus [22], for airway
control, i.e., the ambiguus nucleus [23], and for licking, i.e., the medial edge of
the parvocellular reticular formation bordering the IRt, are located near each
other [24] and near the preBötzinger complex, which has been demonstrated to
generate the inspiratory breathing rhythm [14, 25]. This collective proximity is
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consistent with the need to synchronize orofacial behaviors [26]. In particular, the
coordination of whisking with breathing and the resetting of whisking by
inspiration suggests that a brainstem whisking CPG is reset, and possibly driven,
by the preBötzinger complex.
The difference in the basal respiration, at frequencies < 3 Hz, and
whisking patterns provides a signature to discriminate between breathing and
potential whisking neuronal centers [2] (figure 5c). As a control, we first recorded
multiunit spiking activity within the preBötzinger complex and rostral ventral
respiratory group in awake rats, and we observe units whose spiking occurred in
phase with inspiration and with vibrissa protraction during inspiratory-locked
whisks (figure 7a and red dots in figure 7c). Critically, the activity did not track
the intervening whisks. In contrast, we located a subset of units in the
intermediate band of the reticular formation (IRt) whose spiking was tightly
phase-locked to the protraction of both inspiratory-locked and intervening whisks
(figure 7b and blue dots in figure 7c). These units are potential pre-motor
drivers of the intrinsic muscles that serve rhythmic whisking (figure 2a) and are
henceforth referred to as "whisking units". They are located in the ventral part of
the IRt, medial to the ambiguus nucleus and immediately doromedial to the
preBötzinger complex. We denote this new region the vibrissa zone of the IRt
(vIRt) (figure 1).
The hypothesis that whisking units in the vIRt constitute the oscillator for
whisking predicts that activation of this region will lead to prolonged autonomous
rhythmic whisking [2]. Indeed, microinjection of the glutamate receptor agonist
kainic acid in the vicinity of the vIRt is a salutary means to induce prolonged
rhythmic vibrissa movement, near 10 Hz, in the lightly anesthetized rat
(figure 8a). The frequency of whisking decreases over time as the effect of
anesthesia declines, while the frequency of breathing remains a constant basal
rate. This implies that the chemical activation is sufficiently strong to decouple
rhythmic protraction from breathing. The ability to induce whisking in an immobile
animal further provides a means to stably record from units whose firing times
were coherent with rhythmic protraction (figure 8b). We identified neuronal units
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that spiked in synchrony with protraction, as in the case of the units identified
during intervening whisks in the behaving animal (figure 7c), as well as units that
spiked in anti-phase. Injection of an anterograde tracer in the vIRt led to in
labeling of axon terminals in the ventrolateral part of the facial nucleus, where
motoneurons that innervate the intrinsic muscles are clustered [2].
The above results provide evidence for the sufficiency of neurons in the
vIRt to drive rhythmic protraction. We now consider the necessity of the vIRt for
rhythmic motion and test if a lesion to this zone suppresses whisking [2]. First,
small electrolytic lesions of the vIRt abolish whisking on the side of the lesion,
while whisking persists on the contralateral side (figure 9a). Critically, lesions
within the vIRt that were as small as 200 µm in diameter were sufficient to
severely impair whisking on the ipsilateral side, whereas off-site lesions have
minnimal effects on whisking (figure 9c). Qualitatively similar results were found
with ibotenic acid or Sindbis viral lesions (figure 9c). These data lead to the
conclusion that units in the vIRt play an obligatory role in the generation of
whisking.
The behavioral (figures 5 and 6) and physiological (figures 7 and 8) data
suggest that neurons in the inspiratory CPG reset an oscillatory network of
whisking units in the vIRt that can drive protraction of the vibrissa concurrent with
each inspiration. We assessed this hypothesized connection by tract tracing
methods [2]. Injections of tracer into the preBötzinger complex (figure 10a),
identified by the phase relation of units relative to breathing (figure 10b), led to
dense anterograde labeling of terminals in the vIRt, in the same region where we
observed whisking units and where lesions extinguished ipsilateral whisking
(figure 10c). These results support a direct connection from the preBötzinger
complex to the vIRt.
We next delineated the projections from neurons in the vIRt to facial
motoneurons [2]. Tracer was injected in the lateral aspect of the facial nucleus
(figure 11a), and we observed a number of retrogradely labeled cells in the vIRt
(figure 11b). A detailed map of the location of cells that were retrogradely
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labeled from this injection reveals the spatial extent of the high-density cluster of
facial projecting vIRt cells (figure 11c). In toto, these and previous [27, 28]
patterns of neuronal labeling in the IRt support a direct connection from the vIRt
to the facial nucleus and substantiate the role of the vIRt as a premotor nucleus.
This zone functions as the premotor pattern generator for rhythmic whisking and
is part of a larger circuit whereby cells in nuclei that are obligatory for inspiration
[25, 29, 30] reset the phase of vIRt units with each breath (figure 12).
We conclude that whisking concurrent with sniffing is effectively driven on
a cycle-by-cycle basis by the inspiratory rhythm generator, while intervening
whisks between successive inspirations result from oscillations of the whisking
units in vIRt [2]. This result bears on the generation of other rhythmic orofacial
behaviors, for which licking is particularly well described. First, tongue
protrusions are coordinated with the respiratory cycle [31]. Second, like the vIRt
facial premotoneurons, a cluster of hypoglossal premotoneurons are
concentrated dorsomedially to the preBötzinger complex within the IRt [24, 32]
and, further, are driven by bursts of spikes that are locked to inspiration [33].
Third, the output of units in the hypoglossal IRt zone locks to rhythmic licking
[34]. Lastly, infusion of an inhibitory agonist into the IRt blocks licking [35]. These
past results are consistent with a model in which preBötzinger units reset the
phase of bursting in a network of hypoglossal premotor neurons in the IRt zone,
in parallel with our circuit for whisking (figure 12).
A final issue concerns the potential binding of touch-based and olfaction-
based sensory inputs. In the vibrissa system, the spike rate of neurons in vS1
cortex (figure 1) is modulated by the phase of the vibrissa in the whisk cycle [36-
40]. In particular, the spike rate of neurons in layers 4 and 5a is most pronounced
when the vibrissae contact an objects at a particular phase [38] (figure 13a,b).
Different neurons have different preferred phases so that all phases in the whisk
cycle, corresponding to contact upon retraction as well as protraction, are
covered. In contrast, the output of the same neurons appears untuned when
contact is plotted as a function of absolute contact angle (figure 13c).
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Tuning of the neuronal response in terms of phase implies that the rodent
codes touch in a coordinate system that is locked to the CPG for whisking. It is of
interest that neurons in the olfactory bulb tend to spike in phase with breathing,
as opposed to spiking in a manner time-locked to the presentation of an odorant
[41] (figure 14). When rodents are actively exploring, the precise one-to-one
phase locking between whisking and sniffing (figure 5a) could ensure that spikes
induced by both tactile and olfactory stimuli occur with a fixed temporal
relationship to one another, with a delay that corresponds to a particular location
and smell. This implies that sensory inputs from touch, which enter the brain at
the level of the brainstem, and inputs from smell, which enter the brain at the
rostral pole, can in principle be linked by the breathing rhythm via computations
in downstream neurons. Thus, coordination by the output of the preBötzinger
complex can ensure that orofacial behaviors do not confound each other as well
as serve to perceptually bind concurrent tactile and olfactory inputs. Whether the
binding mechanism further involves coherent transient theta-band oscillations in
neocortical and hippocampal circuits remains an open issue [42, 43].
Acknowledgements. Our work was funded by the Canadian Institutes of Health
Research (grant MT-5877), the National Institutes of Health (grants NS058668,
NS066664 and NS047101), and the US-Israeli Binational Science Foundation
(grant 2003222).
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Figure Legends Figure 1. The anatomy of the vibrissa somatosensorimotor system. Major
pathways from the vibrissae to the brainstem and up through neocortex are
shown. Abbreviations: PrV, principal trigeminal nucleus; SpVO, SpVI, SpVMu,
and SpVC, spinal nuclei oralis, interpolaris, muralis, and caudalis, respectively;
VPMdm, dorsomedial aspect of the ventral posterior medial nucleus of dorsal
thalamus; Po, medial division of the posterior group nucleus; nRt, nucleus
reticularis; ZIv, ventral aspect of the zona incerta; SC, superior colliculus; and
vIRT, the vibrissa region of the intermediate reticular zone and the central pattern
generator for whisking. Black arrows indicate excitatory projections while red
arrows are inhibitory projections. Adapted from [3].
Figure 2. Decomposition of rhythmic whisking into a varying phase component and slowly varying envelope parameters. (a) Schematic of the
angular parameters and the representation of phase in the whisk cycle. (b) Top
panel shows vibrissa angular position, θ(t). Lower panels show the phase, φ(t),
as calculated from the Hilbert transform, along with the amplitude, θamplitude, and
midpoint, θmidpoint, of the whisking angle calculated from individual whisk cycles.
Broken vertical lines indicate wrapping of phase from π to –π. The red line in the
top panel is the reconstruction calculated from θ = θamplitude•cos[φ] + θmidpoint at
each time point. Adapted from [11].
Figure 3. Effect of a cannabinoid receptor type 1 agonist and an antagonist on whisking kinematics. (a) Typical traces of vibrissa angle executed by an
animal four hours after administration of Δ9-THC (2.5 mg/kg), an agonist (dark
gray), vehicle (black), or SR141716A (2 mg/kg), an antagonist (light gray).
Vertical calibration bar corresponds to 50°. (b) Cumulative probability distribution
functions of protraction amplitudes and whisking durations across all animals.
Adapted from [10].
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Figure 4. Neurons in vM1 cortex report the amplitude and midpoint of rhythmic whisking. Firing rate profiles for two example units in vM1 cortex as a
function of slowly varying parameters, i.e., amplitude and midpoint, of vibrissa
motion (figure 2). The left and middle columns are profiles of units that show
different relative modulation. Each plot is calculated by dividing the distribution of
the respective signal at spike time by the distribution of that signal over the entire
behavioral session. Green lines are fits from a smoothing algorithm along with
the 95 % confidence band. The right column shows composite data across units
and illustrates that, on average, the rate is unaffected by whisking, consistent
with the presence of units that both increase (green) and decrease (red) their
rate with increasing angle; blue dots correspond to a non-monotonic change.
Adapted from [11].
Figure 5. Simultaneous measurements of vibrissa angular position (blue) and breathing (red). (a) Measurement showing epochs of breathing without
whisking and sniffing with whisking. (b) Measurement showing an epoch of
whisking without breathing. (c) Measurement showing breathing with intervening
whisks between inspirations. These data illustrate phase resetting of whisking by
breathing (figure 6). (insert) Procedure to measure whisking via videography
and breathing via a thermocouple in a head-restrained rat. The additional
chamber is a port for electrode measurements. Adapted from [2].
Figure 6. Reset of whisking by inspiration. Rasters of inspiration onset times
(red) and protraction onset times (blue) relative to the onset of inspiration for
individual breaths are ordered by the duration of the breath; green arrow
accounts for the 30 ms lead of inspiratory drive to facial muscles as opposed to
the measured inspiration [44]. Whisk and inspiration onset times are significantly
correlated during both sniffing and basal respiration. Adapted from [2].
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Figure 7. Units in the intermediate reticular formation (IRt) that report inspiration versus protraction. (a) Concurrent recordings of breathing (red),
whisking (blue), and multiunit activity (black) in the preBötzinger complex. The
location of the recording site is labeled with Chicago sky blue and is shown in a
sagittal section counterstained with neutral red. LRt denotes the lateral reticular
nucleus, FN the facial nucleus, Amb the ambiguus nucleus, and IO the inferior
olive. (b) Multiunit spike activity in the vibrissa zone of the intermediate reticular
formation. The section is counterstained with neutral red. (c) The recording sites
for all data imposed on a three dimensional reconstruction of the medulla.
Whisking units are located medial to the preBötzinger complex in the IRt.
Adapted from [2].
Figure 8. Injection of kainic acid activates the vIRt, which drives facial motoneurons and induces whisking. (a) Vibrissa motion (blue), breathing
(red), intrinsic (green) and extrinsic (black) electromyogram (EMG). (b) Polar
plots of the coherence between spiking activity and vibrissa motion at the peak
frequency of whisking. Open circles represent multiunit activity and closed circles
represent single units. The green bar represents the coherence of the ∇EMG for
the intrinsic muscle (panel b) with vibrissa motion. (Inserts) Spiking activity of
neuronal units in the vIRt (black) in relation to vibrissa motion (blue). Adapted
from [2].
Figure 9. Lesion of the vIRt impairs ipsilateral whisking. (a) Example of
whisking bout following an electrolytic lesion. (b) Composite histological results
across all lesion sites were mapped onto a three dimensional reconstruction of
the medulla and selected anatomical substructures. The lesion centroids are
denoted with symbols, with circles for electrolytic lesions, triangles for lesion via
transport of Sindbis virus, and squares for chemical lesion by ibotenic acid.
Adapted from [2].
Draft of 1 September 2013
16
Figure 10. Anatomical evidence that preBötzinger units project to the vibrissa zone of the IRt. (a) Recording of a single inspiratory unit in the
preBötzinger complex, together with breathing. (b) Injection of the anterograde
tracer biotinylated dextran amine through the same pipette used to record (panel
a). (c) Labeling of axons and terminals in the vIRt from cells in the preBötzinger
complex. Adapted from [2].
Figure 11. Anatomical evidence that the facial nucleus receives input from the vibrissa zone of the IRt. (a) Injection of retrograde tracer Neurobiotin™
(green) into the facial nucleus (FN). Labeling with α-choline acetyl-transferase
highlights motoneurons in the facial nucleus (red). (b) Retrograde labeling of
neurons in the vIRt (white arrow). Labeling with α-choline acetyl-transferase
highlights neurons in the ambiguus nucleus (red). (c) Compendium of the
locations of cells that were retrogradely labeled from the facial nucleus with
Neurobiotin™, superimposed on a three dimensional reconstruction of the
medulla. Note labeled cells in the vIRt, located between coronal planes spaced
500 µm apart and that span 200 µm along the lateral-medial axis. pFRG denotes
the parafacial respiratory group and PCRt the parvocellular reticular nucleus.
Adapted from [2].
Figure 12. Schematic of the brainstem circuitry that generates whisking in coordination with breathing. The neurotransmitters refer to glycine (Gly),
glutamate (Glu), and γ-aminobutyric acid (Gaba) that were found from in situ
hybridization measurements [2].
Figure 13. Evidence that neurons in vS1 cortex encode contact with an object relative to the phase of the vibrissae in the whisk cycle (a) The
scheme used to measure the spike response of units in vS1 cortex as animals
Draft of 1 September 2013
17
rhythmically whisk first in air then whisk to touch a contact sensor. Vibrissa
position is determined from videography while contact is determined via
displacement of the sensor. A critical aspect of this behavioral task is that touch
is recorded across all phases of the whisk cycle; the case shown here is touch
soon after the onset of retraction (red dot). (b) The left plot shows the peak
values of the touch response as a function of phase in the whisk cycle (left panel in figure 2a). The uncertainty represents the 95 % confidence interval. A smooth
curve through this data defines the phase of maximal touch response, denoted
φtouch (red dot and corresponding dot in panel a). The right plot is the same data
parsed according to the angular position of the vibrissa upon contact. The angle
is measured relative to the midline of the animal’s head (right panel in figure 2a). Unlike the case for phase, there is no significant tuning for angle. Adapted
from [38].
Figure 14. Odor response in olfactory bulb in a representative neuron in the
olfactory bulb of an awake mouse. (a) Schematic of the experiment. A head-fixed
animal was positioned in front of the odor delivery port. It was implanted with
intranasal cannula to derive the breathing cycle from the measured pressure and
a multi-electrode chamber. (b) Raster plots for single unit spikes from a mitral or
tufted neuron in the olfactory bulb in response to an odor stimulus. The data is
displayed as synchronized by odor onset. The blue bands show the respiration
cycles for each trace. (c) The same data as used for panel b after alignment to
the onset of inspiration and temporally warped by breathing, so that it is now in
phase coordinates. The uniformity of the blue bands indicates that the individual
respiration cycles are now aligned. Adapted from [41].
Exaf
fere
nce
Perip
hera
l rea
ffere
nce
Efference
Zona Incerta
ZIv
L3 & L4 L1 & L5a
Sensory (vS1) cortex
Infraorbital branch of trigeminal nerve
Facial motor nucleus
Facial nerve
PrV map
L5b
Trigeminal ganglion
Thalamus
Po
VPMdm
Motor (vM1) cortex
VPMdm Po
Follicles
Mystacial pad(Vibrissa sensorimotor complex)
Follicle muscles
VPMdm map
Trigeminal nuclei
PrVSpVO SpVI
SpVC
nRt
L6
SC
L5b
Brain
stem
vIRt
Efference
copy
Perip
hery
Midb
rain
Endb
rain
Inte
rbra
in
Figure 1. Kleinfeld, Deschenes and Moore
SpVMu
Pad
Pha
se,
φ
Whisking bout
Ang
le, θ
π0
−π
Hilbert transform
Mid
poin
t,θ m
id
Reconstruction
Am
plitu
de,
θ amp
0°
25°
Time1 s
105°
75°45°
a
φ = ±π
φ = 0Maximum protraction
Maximum retractionMidpoint
0o
180o
Vibrissa angle, θ(t) Phase in whisk cycle, φ(t)
b
105°
75°45°
Figure 2. Kleinfeld, Deschenes and Moore
Endocannabinoid agonist
Endocannabinoid antagonist
Figure 3. Kleinfeld, Deschenes and Moore
Control
b
0.25
0.50
0.75
1.00
50 1000Whisking amplitude (deg)
100 2000Whisking period (ms)
a
Time
0
AgonistAntagonist
Control
Cum
ulat
ive
dist
ribut
ion
1 s
50o
Whi
skin
g an
gle
25°15° 35° 25°15°
50° 75° 50°25° 75°0 0
0 0
10 5
10 5
Spi
ke ra
te (H
z)
Average rate (Hz)
0.1
100
10
1.0
0.1 100101.0
0.1
100
10
1.0
0.1 100101.0
Mod
ulat
ion
byam
plitu
de (H
z)M
odul
atio
n by
mid
poin
t (H
z)
Average rate (Hz)
Spi
ke ra
te (H
z)
Midpoint, θmid Midpoint, θmid
Amplitude, θamp Amplitude, θamp
Figure 4. Kleinfeld, Deschenes and Moore
Thermocouple
Camera
Intervening whisks
Breathing w/o whisking
Whisking w/o breathing
20°
0.1°C
Time
Sniffing and whisking
Ammonia
1 s
Figure 5. Kleinfeld, Deschenes and Moore
a
b
c
Figure 6. Kleinfeld, Deschenes and Moore
-0.5 00
0.5 1.0
Basal
Sniff
18000
Bre
ath
num
ber
Time from inspiration onset (s)
Protraction onset
Interveningwhisks
3 Hz
5 Hz
Inspiration onset
Slowestbasal
breathing
Fastestsniffing
Corrected onset
50˚
1 s
Dorsal Dorsal
Ros
tral
Rostral
Late
ral
Late
ral
Inferior olive
Ambiguus
Lateral reticularnucleus
PreBötzinger
Breathing/Whisking
500 µm
•••• •Facial nucleus
Vibrissa IRt
0.5 mV
Sagittal Coronal Horizontal
Intervening whisks
Intervening whisksBreathing/Whisking
Inspiratory/protractionWhisking
a
b
c
Figure 7. Kleinfeld, Deschenes and Moore
25˚
200 µV
1 s
NasalisEMG
IntrinsicEMG
Vibrissaangle
Retraction units in the vIRt
Breathing
�
�/2
3�/2
00.5
|Coherence|1.00
Phase
(rad
ians)
800 µV
Figure 8. Kleinfeld, Deschenes and Moore
Protraction units in the vIRt200 µV
20º0.1 s
a
b
0.5 s
Ipsilateral side
Contralateral side
Whi
skin
g am
plitu
de
*
*
*
*
*
*o
oo
o
oooooo
o
oo
∆∆
∆
∆∆
IO
Dorsal
Late
ral Severe
deficit
Minimaldeficit
Rostral
Late
ral
IO
Coronal
Ambiguus
1 mm
ooo
oo
o
oo
*
*
*
*
*
*
o
o
oo
o
∆
∆
∆
∆∆
Horizontal
Figure 9. Kleinfeld, Deschenes and Moore
20o
Time
a
b
20o
Inferior olive
Ambiguus
Vibrissaintermediatereticular zone
preBötzinger(injection site)
1 mm 100 µm
Breathing
preBötzinger unit1 s
Figure 10. Kleinfeld, Deschenes and Moore
a
b c
Figure 11. Kleinfeld, Deschenes and Moore
250 µm
Ambiguus
vIRt
InjectionChAT
FN
500 µm
1 mm
IO
Facialnucleus
LRt
vIRt
PCRt
Rostral
Late
ral
Böt
preBötzinger
Inferior olive
Horizontal
a
b
c
Figure 12. Kleinfeld, Deschenes and Moore
FacialReset phase
Intrinsic muscles(vibrissa protraction)
Extrinsic muscles(mystacial pad motion)
Dorsal
Ros
tral
Sensoryfeedback
Inspiration
Modulators
Glut, Gly, Gaba
Midpoint
vIRt
Böt preBötpFRG
Amplitude
130o 160o–π 0 πPhase in whisk cycle Angle in whisk cycle
0
100
200
Spike
rate
at c
onta
ct (H
z)
100o
Single unit50 ms
Touch
Angle120o
160o
Contacta
b
Video
Figure 13. Kleinfeld, Deschenes and Moore
a
b
Figure 14. Kleinfeld, Deschenes and Moore
Ras
ters
alig
ned
byod
or p
rese
ntat
ion
Alig
ned
by o
nset
of in
spira
tion
and
war
ped
to b
reat
hing
Time
Time after onset of inspiration (ms)
Odorized air
Pre
ssur
e(P
a)
−50
0
50
100 ms
Onset ofinspiration
Offset ofinspiration
Phase in breathing cycle
Pressure
transducer
−247 0 247 494
Phase in breathing cycle (ms)−2π 0 2π 4π
c
Amplifier2π0