Interactions between sensory and frontal cortices are likely important for sensory perception and motor control.12.3.4.–5 Sensory information is often actively acquired through self-generated movements of sensors to specific locations to gather selected sensory input. For example, we make eye and head movements to foveate regions of interest in the world around us, and we reach out to touch objects to feel their shape and texture. Conversely, sensory information is typically used to inform motor control allowing precise movements guided by sensory feedback. The mouse whisker and visual systems appear useful for the detailed study of sensorimotor interactions underlying active sensing.67.8.9.–10 Although functional maps in sensory cortices are increasingly becoming understood, much less is known about the organization of mouse frontal cortex.2,1112.–13 Previous studies of the mouse whisker system have found functionally important projections from primary whisker somatosensory barrel cortex (wS1) to a frontal region, termed the primary whisker motor cortex (wM1).1,10,1415.16.17.–18 Here, we investigate the functional and anatomical organization of signaling from visual cortex to frontal cortex in comparison to the whisker system through voltage-sensitive dye imaging19 and anatomical labeling of axonal projections.
Materials and Methods
All experiments were carried out in accordance with protocols approved by the Swiss Federal Veterinary Office.
Voltage-Sensitive Dye Imaging
C57BL6J mice aged from 6 to 9 weeks were implanted with a metallic head-holder under deep isoflurane anesthesia. Two days after implantation, mice were gradually habituated to head-restraint over three daily sessions. The bone overlying the dorsal sensorimotor cortex was removed, and extreme care was taken not to damage the cortex. The voltage-sensitive dye RH1691 (Optical Imaging)20 was then topically applied to the brain at in Ringer’s solution having first removed1 or dried21 the dura for 1 to 2 h. The craniotomy was covered with 1% agarose and a coverslip was placed on top. Voltage-sensitive dye imaging was carried out using a custom made macroscope, which provided 630 nm excitation light from a 100-W halogen lamp, gated by a shutter (Vincent Associates) under computer control via an ITC18, communicating with custom software running within IgorPro (Wavemetrics). The excitation light was reflected via a 650-nm dichroic mirror and focused on the cortical surface with a 50-mm camera lens (Nikon). Emitted fluorescence was collected via the same path but without the reflection of the dichroic, long-pass filtered (), and focused on the sensor of a high-speed Micam Ultima CMOS camera (Scimedia) via a second 50-mm camera lens (Nikon). Images were collected with a temporal resolution of 2 ms, and was analyzed offline using custom-written routines in IgorPro. Bleaching of fluorescence was corrected by subtraction of averaged sweeps recorded without whisker or visual stimuli. Iron particles were attached to the C2 whisker and whisker deflections were driven by single 1-ms magnetic pulses generated by an electromagnetic coil placed below the mouse.22 Visual-evoked responses were driven by a single brief flash of a green light emitting diode (LED) placed in the binocular (in front of the animal) or in the monocular (90 deg from the binocular position, perpendicular to the antero-lateral body axis of the mouse) field of view at eye level at 5 to 10 cm distance from the mouse. The duration of the LED flash was 50 or 100 ms, varying across different experiments. Amplitudes of were calculated on averaged trials. Contours were calculated on Gaussian-filtered images of the earliest S1, V1, and frontal cortex voltage-sensitive dye signals, from which we obtained the center of mass of the early spots.
Viral Tracing of Long-Range Projections
We injected adeno-associated viruses encoding enhanced green fluorescent protein (EGFP) and Turbo red fluorescent protein (TurboRFP) under control of the synapsin promoter (AAV2/1.hSynapsin.EGFP.WPRE.bGH and AAV2/1.hSynapsin.TurboRFP.RBG made by the Penn Vector Core) to label axons from two different cortical locations with green and red fluorescence. The location of each injection in the C2 whisker representation in S1 and the right monocular V1 was targeted through intrinsic signal optical imaging.2324.–25 The position of wM1 was taken as 1-mm anterior and 1-mm lateral to Bregma. The position of Cg-M2 was taken as the midline cortex at 0-mm anterior to Bregma. Two injections were made at each location, targeted to both superficial and deep layers. The injection volume at each depth was 50, 100, or 200 nl in different experiments. After 4 weeks of expression, the brains were fixed with 4% paraformaldehyde and were first imaged for EGFP and TurboRFP fluorescence under a stereomicroscope. They were then cut into thick coronal sections and immunostained with primary antibodies against green fluorescent protein (GFP) (1:5000; rabbit; Abcam) and RFP (1:1000; rat; Chromotek) followed by secondary antibody solution containing goat-anti-rabbit IgG conjugated to Alexa 488 (1:200, Invitrogen) and donkey-anti-rat IgG conjugated to Alexa 594 (1:100, Invitrogen).
All data are presented as . Normality of data distributions were assessed using the Anderson–Darling normality test. Statistical significance was assessed with Student’s -test for paired or unpaired observations of normally distributed data. For nonnormally distributed data, we used Wilcoxon’s signed rank and rank sum for paired and unpaired comparisons, respectively.
Voltage-Sensitive Dye Imaging of Mouse Sensorimotor Cortex
We first mapped the dynamic spatiotemporal sensory responses across the dorsal cortex of awake head-restrained mice using voltage-sensitive dye imaging, which provides millisecond temporal resolution and spatial resolution.19 Tactile stimuli consisted of single 1-ms whisker deflections of the C2 whisker [Fig. 1(a) and Movie 1]. Visual stimuli consisted of brief (50 or 100 ms) light flashes of a green LED placed either at 90 deg on the right of the mouse to deliver a monocular stimulus [Fig. 1(b) and Movie 2] or at 0 deg in front of the mouse to deliver a binocular stimulus [Fig. 1(c) and Movie 3]. The earliest evoked activities mapped to well-defined points across the sensory cortex. Whisker deflection evoked localized activity first in contralateral wS1 (latency , peak amplitude , mice), with a subsequent lateral spread over the next milliseconds [Fig. 1(a)].1,15,17,2526.27.28.–29 Light flashes evoked activity first in the primary visual cortex (V1) with the expected retinotopy30 for monocular stimuli (latency , peak amplitude , mice) and binocular stimuli (latency , peak amplitude , mice). The initially localized visually evoked depolarization in V1 subsequently spread to invade the surrounding secondary visual cortices [Figs. 1(b) and 1(c)].3184.108.40.206.–36
Shortly after the initial whisker-deflection-evoked activity in wS1, we observed a second localized hot-spot of frontal activity in wM1, with a latency of relative to the whisker stimulus and a peak response amplitude of ( mice) [Fig. 1(a)].1,15,17 Interestingly, a strikingly similar pattern of frontal activity was evoked by visual stimulation. Within tens of milliseconds after the first activity evoked in V1, a second localized hot-spot was seen in the frontal cortex (monocular stimulus: latency , peak amplitude , mice; binocular stimulus: latency , peak amplitude , mice) [Figs. 1(b) and 1(c)].17 The frontal visual region was significantly more posterior than wM1 (monocular stimulus: posterior of wM1, , Student’s paired -test, mice; binocular stimulus: posterior of wM1, , Student’s paired -test, mice) and significantly more medial than wM1 (monocular stimulus: medial to wM1, , Wilcoxon’s signed rank, mice; binocular stimulus: medial to wM1, , Student’s paired -test, mice) [Figs. 1(d)–1(f)]. The monocular frontal visual region was significantly posterior to the binocular frontal visual region (, Student’s paired -test, mice) [Figs. 1(g) and 1(h)]. This frontal visual area is commonly labeled as the cingulate cortex or secondary motor cortex (Cg-M2).37
Overall, our voltage-sensitive dye (VSD) imaging results are in excellent agreement with previous pioneering work showing extensive spread of sensory signals across the dorsal surface of the rodent neocortex.17,26,27
Anatomical Pathways for Signaling from Sensory to Frontal Cortex
The most direct signaling route from sensory cortex to frontal cortex would be via monosynaptic long-range axonal projections. To visualize axonal output of the primary sensory cortical areas, we injected adeno-associated viral (AAV) vectors coding for EGFP and TurboRFP into S1 and V1 finding consistent results across four mice. Wide-field fluorescence imaging of fixed brains revealed two segregated hot-spots of axons in the frontal cortex [Fig. 2(a)]. The frontal innervation from V1 was located postero-medial with respect to the wS1 projection to wM1.
Coronal sections showed that cell bodies of fluorescent neurons were localized to the respective injection sites in V1 [Fig. 2(b)] and S1 [Fig. 2(c)]. In coronal sections of the frontal cortex, the V1 axons densely innervated both the superficial and deeper layers of the midline cortical area Cg-M2 around the anterior–posterior level of Bregma [Fig. 2(d)].38 At this anterior–posterior level around Bregma, the S1 axons were travelling or just starting to ascend. Frontally projecting S1 axons innervated wM1, located anterior and lateral to Bregma [Fig. 2(e)].1,15,16,18 At this level ( anterior to Bregma), V1 innervation was much weaker. These anatomical projections from sensory to frontal cortex (Fig. 2) might contribute to evoking the sensory response in frontal cortex visualized with voltage-sensitive dye imaging (Fig. 1).
Projections from Frontal Cortex to Sensory Cortex, Striatum, Superior Colliculus, and Brainstem
We next investigated the axonal projections from the frontal cortical areas wM1 and Cg-M2 through injecting AAV into these regions. In neocortex, we found prominent reciprocal innervation of the respective ipsilateral sensory cortex, such that wM1 innervated wS1 (and surrounding somatosensory cortex) and Cg-M2 innervated V1 (and surrounding secondary visual cortex along with prominent innervation of retrosplenial cortex) [Fig. 3(a)].
Cortical neurons evoke movements by communicating with subcortical brain areas. Across three mice, we consistently found that both wM1 and Cg-M2 innervate nearby regions of dorsal striatum [Fig. 3(b)], superior colliculus [Fig. 3(c)], and brainstem [Fig. 3(d)], all of which have been implicated in different aspects of motor control. wM1 innervates a more lateral portion of the ipsilateral dorsal striatum compared to the region innervated by Cg-M2 [Fig. 3(b)]. Both Cg-M2 and wM1 innervate the ventral region of the superior colliculus [Fig. 3(c)]. In the brainstem, we found that wM1 projects to regions closely associated with whisker movement including facial nucleus39,40 and a strong innervation of brainstem reticular formation15,4041.–42 [Fig. 3(d)]. In contrast, Cg-M2 axons only weakly innervated these areas but strongly innervated the central gray43 and brainstem vestibular nuclei [Fig. 3(d)].
Sensory Maps in Frontal Cortex
Through voltage-sensitive dye imaging in awake mice (Fig. 1) and through anatomical labeling of long-range axonal projections (Fig. 2), we find that S1 and V1 appear to signal to distinct neighboring regions of frontal cortex. The spatial organization of the direct excitatory glutamatergic axonal projections from sensory cortex to frontal cortex is consistent with the locations of the secondary sensory responses in the frontal cortex. Direct signaling from sensory cortex to frontal cortex might thus contribute to driving the responses observed by voltage-sensitive dye in frontal cortex upon sensory stimulation, but it is important to note that there are many alternative, more complex polysynaptic pathways that could also contribute. Previous investigations revealed an orderly sensory map of the representations of different whiskers in wM1,1 and also an anatomical somatotopic map of wS1 projections innervating wM1.16 The sensory whisker map in wM1 is compressed and mirror-reflected relative to the S1 somatotopic map.1 Here, our VSD data (Fig. 1) suggest that the frontal visual area in Cg-M2 may also have some aspects of a retinotopic map, with monocular responses being posterior relative to binocular responses (Figs. 1(g) and 1(h)]. Future studies should investigate such a possible retinotopic map (or other organizing principles) in Cg-M2 in detail.
Functional Roles of Frontal Cortex
Whisker-related sensory signals from wS1 to wM1 might contribute to controlling whisker movement. Stimulation of wM1 evokes short-latency rhythmic whisker protraction.15,40 wM1 directly innervates facial nucleus39,40 and prominently innervates brainstem reticular regions, which contain premotor neurons related to whisker movements.4041.–42 These pathways, and others including those via superior colliculus and striatum (Fig. 3), might contribute to translating action potential firing in wM1 into rhythmic whisker protraction. One role of the whisker sensory input to wM1 may, therefore, be to initiate or change whisker movements to optimize acquisition of sensory information. However, it is also interesting to note that the region anterior and 1 mm lateral to Bregma in the mouse (which we here label as wM1) and its likely equivalent area in the rat have been proposed to be involved in many diverse brain functions. Indeed, this area has been suggested to be analogous to the frontal eye field (FEF) of primates, and might thus be part of a rodent frontal orienting field (FOF).13,4445.–46
By analogy to the whisker sensorimotor signaling pathway, we speculate that the visual sensory responses in Cg-M2 might also participate in sensory-guided motor control. Cg-M2 densely innervates the central gray and vestibular nuclei (Fig. 3), both of which have been implicated in eye motor control.4748.49.–50 The innervation of striatum and superior colliculus by Cg-M2 may also play important roles in motor control. Visual sensory information arriving in Cg-M2 could, therefore, contribute to driving saccadic eye movements and opening of eye-lids in a stimulus-dependent manner. Future experiments must therefore investigate what types of movement are elicited by stimulation of Cg-M2, and what the distinct output pathways might contribute.
It is also important to note that both wM1 and Cg-M2 strongly innervate, respectively, wS115,16,51,52 and V1,53 presumably providing an important feedback signal and perhaps also providing top-down control of sensory processing34.–5 (Fig. 3). Through reciprocal excitatory synaptic interactions with the respective primary sensory area, frontal areas could thus be involved in selective amplification of specific sensory signals, which could relate to their proposed role in the control of attention.3,4,44
Here, we find evidence for apparently parallel signaling pathways from wS1 and V1 to wM1 and Cg-M2, respectively. Our data suggest that sensory cortex maps in a modality specific manner onto frontal cortex, which might allow appropriate sensorimotor integration. However, much further research is necessary to understand the functional organization of frontal cortex. In future experiments, it will clearly be important to make fine-scale motor maps of frontal cortex, quantifying evoked movements of whisker, eye, and other body parts, in the context of the sensory maps of the frontal cortex. Inactivation of downstream regions will be of critical importance for causal analysis of different motor signaling pathways. It will also be interesting to study changes in motor maps in different contexts, e.g., during task learning, and in freely moving mice.
This work was funded by grants from the European Molecular Biology Organisation (A.K.), Human Frontier Science Program Long-Term Fellowship (A.K.), Human Frontier Science Program Grant (C.C.H.P.), Swiss National Science Foundation (C.C.H.P.), SystemsX.ch (C.C.H.P.) and European Research Council (C.C.H.P.). We are grateful to Emory College of Arts and Sciences for supporting the sabbatical visit of Dieter Jaeger.
Varun Sreenivasan received his Bachelor of Science degree in life sciences from St. Xavier’s College, India, and his master’s degree in life sciences from the Ecole Polytechnique Federale de Lausanne, Switzerland. He then joined the Laboratory of Prof. Carl Petersen at the Ecole Polytechnique Federale de Lausanne, where he obtained a PhD, investigating motor control in the mouse whisker system. He is currently a postdoctoral researcher in Prof. Oscar Marin’s Laboratory, King’s College London, UK.
Alexandros Kyriakatos received his Bachelor of Arts and Sciences degree in psychology from the American College of Greece, and his PhD in neuroscience from the Karolinska Institute, Sweden, investigating neuromodulation of spinal locomotor networks. As a postdoctoral fellow, he then joined the Laboratory of Prof. Carl Petersen, Ecole Polytechnique Federale de Lausanne, Switzerland, to investigate cortical sensorimotor processing in mice using voltage-sensitive dye imaging.
Celine Mateo received her master’s degree in neuroscience from Louis Pasteur University, Strasbourg, France, and her PhD from the Ecole Polytechnique Federale de Lausanne, Switzerland, studying the effect of ongoing neuronal activity on synaptic transmission in sensory processing. She is a postdoctoral fellow at the University of California, San Diego, USA, where she investigates the biophysical basis of fMRI and neurovascular coupling. Her technical approaches combine optogenetics, imaging and electrophysiology in rodents.
Dieter Jaeger received his PhD in neuroscience from the University of Michigan in 1990 with a thesis on basal ganglia recordings from awake primates. He was a postdoc at Caltech from 1991 to 1996, where he specialized in cerebellar Purkinje cell intracellular recordings and modeling. Since 1997, he has been a professor of biology at Emory University, where he continues to use modeling and electrophysiological approaches to study synaptic integration in cerebellar and basal ganglia circuits.
Carl C. H. Petersen is a professor of neuroscience at the Ecole Polytechnique Federale de Lausanne, Switzerland, where he investigates sensory perception in mice using electrophysiological and optical techniques. After investigating calcium signaling during his PhD in Cambridge, UK, supervised by Prof. Sir Michael Berridge, he trained in neurophysiology with Prof. Roger Nicoll at the University of California, San Francisco, USA, and Prof. Bert Sakmann at the Max Planck Institute for Medical Research, Heidelberg, Germany.