Functional recovery after incomplete spinal cord injury depends on the effective rewiring of neuronal circuits. Here, we show that selective chemogenetic activation of either corticospinal projection neurons or intraspinal relay neurons alone led to anatomically restricted plasticity and little functional recovery. In contrast, coordinated stimulation of both supraspinal centers and spinal relay stations resulted in marked and circuit-specific enhancement of neuronal rewiring, shortened EMG latencies, and improved locomotor recovery.
Introduction
While the regenerative capacity of injured axons of the central nervous system (CNS) is limited, the formation of intraspinal detour circuits has been shown to contribute to spontaneous motor recovery after incomplete spinal cord injury (SCI; Bareyre et al., 2004; Courtine et al., 2008; Ueno et al., 2012; Zörner et al., 2014; Jacobi and Bareyre, 2015; Raineteau and Schwab, 2001). A paradigmatic detour circuit is formed by injured corticospinal tract (CST) hindlimb projections that use long propriospinal neurons (LPSNs) located in the cervical spinal cord to relay information around the thoracic lesion to the lumbar spinal cord. We and others have previously shown that the formation of corticospinal detour circuits depends on neuronal activity (Bradley et al., 2019; Brommer et al., 2021; Chen et al., 2018) as silencing of long propriospinal interneurons leads to decreased circuit rewiring and diminished functional recovery (Bradley et al., 2019). This has raised the possibility that the modulation of neuronal activity could be leveraged for therapeutic purposes.
Indeed, a number of studies have shown that increasing neuronal activity in different models of CNS injuries can promote some level of functional recovery (Deng et al., 2021; Carmel et al., 2013; Bachmann et al., 2013; Chen et al., 2018; Kathe et al., 2022). Clinical studies have also demonstrated the beneficial effects on motor recovery of combined corticospinal tract via transcranial magnetic stimulation and lower spinal circuit stimulation using peripheral nerve stimulation (Shulga et al., 2021; Pohjonen et al., 2021; Vaalto et al., 2021; Pulverenti et al., 2021). However, it is still unclear how to best design efficient neurostimulation therapies above the lesion site and which circuit components they should target to enhance the functional gain that is currently still limited. The proper understanding of the relative contribution of supraspinal centers and spinal relay stations to support the rewiring of preidentified adaptive circuits and whether the coordinated stimulation of those different circuit elements yields synergistic or antagonistic effects is also still unresolved.
Here, we therefore used the targeted expression of designer receptors exclusively activated by designer drugs (DREADDs) in combination with administration of clozapine N-oxide (CNO) to induce the long-lasting non-invasive neuromodulation of defined neuronal circuit elements (Roth, 2016; Van Steenbergen and Bareyre, 2021; Bradley et al., 2019; Hilton et al., 2016). By using viral tracing methods, we assessed circuit rewiring after injury and found that while supraspinal stimulation induced synaptogenesis along newly established axonal projections, it was unable to direct those new synapses onto spared intraspinal neurons, and thus no improvement in functional recovery was observed. Stimulation of spared intraspinal neurons, shown to be mainly a ZFHX3-positive subpopulation of V2a spinal neurons, however, attracted growing supraspinal axons, and therefore strengthened the formation of the detour circuit, ultimately responsible for a significant but limited improvement in motor recovery. Coordinated stimulation of both the supraspinal and intraspinal circuit components led to synergistic modulation of the detour circuit and vastly enhanced motor recovery owing to adapted motion patterns as evaluated by kinematic analysis. The anatomical changes that form the basis for functional recovery were further validated by EMG recordings and transcriptome analysis. Our data indicate that our coordinated stimulation approach can not only induce synergistic benefits for motor behavior after SCI but that targeted neuromodulation therapies can be used to guide circuit remodeling between defined neuron populations.
Results
Chemogenetic stimulation of corticospinal neurons promotes synapse maturation
We first examined the effects of the selective stimulation of the supraspinal (presynaptic) circuit element on detour circuit formation by stereotactically injecting an rAAV expressing an activating DREADD (hM3Dq) under a neuronal promoter to the layer V of the cortex (Fig. 1, A and B). Using c-fos expression as a read-out of neuronal activity (Dragunow and Faull, 1989; Bullitt, 1990; Botterill et al., 2021), we first demonstrate that application of CNO to uninjured mice does not only increase the stimulation of DREADD-expressing corticospinal neurons but also of their neighboring neurons, indicating an increase in cortical network activation (Fig. 1 C), while no such stimulation was observed by repetitive CNO administration alone (Fig. S1). To prevent inhibition of collateral growth upon stimulation of the transected corticospinal tract (Hilton et al., 2022), we started our stimulation paradigm from 7 d postinjury (dpi) when most collaterals have sprouted (Lang et al., 2012; Fig. S2, A–M). When activating corticospinal projection neurons in mice with a midthoracic spinal cord injury, we observed an increase in the number and maturation of synapses along CST collaterals as indicated by the presence of presynaptic Vglut1/2 positive vesicles (Fig. 1 D and Fig. S2). No effects on the number of exiting CST collaterals were observed (Fig. S2 C). However, this enhanced synaptogenesis did not translate to an increased formation of detour circuits as the CST contacts onto LPSNs or other spinal neurons remain unchanged (Fig. 1, E and F; and Fig. S2 D). Indeed, the percentage of varicosities colocalizing with Homer, a postsynaptic scaffolding protein, was not altered (Fig. S2 L). Stimulation of corticospinal neurons thus boosts the maturation state of synapses mainly through the maturation of presynaptic varicosities along the collaterals without affecting the number of synaptic contacts onto spinal neurons and as such has no effect on circuit rewiring.
Selective chemogenetic stimulation of LPSNs leads to anatomically restricted alterations of circuit rewiring
We next set out to determine the effects of selective stimulation of the spinal (postsynaptic) circuit element. To selectively activate cervical LPSNs, we combined cervical injections of an rAAV allowing the CRE-dependent expression of an activating DREADD in neurons with lumbar injections of a retrograde AAV expressing the CRE recombinase (Fig. 2, A and B). Indeed, DREADD-expressing LPSNs showed a significant increase in c-fos expression, while we observed no indication of increased spinal network activation in uninjured mice (Fig. 2 C). After spinal cord injury, repetitive LPSN stimulation led to a marked increase in the number and maturation state of CST contacts onto LPSNs while only minor changes to the overall number and maturation state of presynaptic varicosities along CST collaterals were observed (Fig. 2, D and E; and Fig. S2). Interestingly, the number of contacts of CST with neighboring intraspinal neurons that did not express the DREADDs remained unchanged (Fig. 2 F). These results indicate that circuit-specific rewiring can be achieved by targeted spinal neurostimulation and that no aberrant contacts are formed on non-targeted spinal neurons. This is in line with our earlier observation that these non-targeted neurons did not increase their activity (Fig. 2 C). Taken together, our results therefore indicate that chemogenetic activation of the lesioned supraspinal circuit component—here the hindlimb CST—prompts synapse formation along regrowing CST collaterals but lacks cues to specifically target spinal relay neurons. In contrast, activation of spinal relay stations—here LPSNs—can attract CST contacts to LPSNs but offers only limited stimulation of CST synaptogenesis.
Coordinated stimulation of corticospinal projection neurons and LPSNs enhances circuit rewiring
Our results suggest that a coordinated stimulation of supraspinal and spinal circuit elements could have synergistic effects on circuit rewiring. We therefore combined both supraspinal and spinal stimulation approaches and recorded the effects on the different circuit elements after incomplete midthoracic spinal cord injury (Fig. 3 A). Our results demonstrated that this coordinated stimulation indeed led to both an increase in the number of presynaptic varicosities along the CST (Fig. 3 B) as well as a marked (more than threefold) increase in the number of mature synaptic contacts of these CST collaterals onto LPSNs (Fig. 3 C and Fig. S2). Notably, despite the increase in CST synaptogenesis, no change in the number of CST contacts onto non-activated spinal neurons was detected (Fig. 3 D), indicating that the targeted stimulation approach boosts neuronal rewiring in a circuit-specific manner. The increase in double positive synaptic contacts (Vglut and Homer) is furthermore not linked to activity-induced Homer expression as Homer levels, both at the protein level as well as mRNA level, were not increased (Fig. S2 M). To elucidate whether the CST targets a specific subpopulation of LPSNs and determine whether this specificity is altered upon our combined stimulation paradigm, we further looked into cardinal classes of spinal neurons. Using V2a markers NFIB and ZFHX3, we found that 70% of LPSNs are V2a positive neurons, all expressing the transcription factor ZFHX3, independent of the treatment group (Fig. 3 F). When we quantified the nature of the contacted LPSN, we found that most contacted neurons are ZFHX3 positive (Fig. 3 G). Interestingly, there is no change in the type of neuron contacted between the treatment groups. Combined stimulation of the CST and LPSNs thus leads to a significant increase in synaptic contacts and targets a similar subpopulation of LPSNs as in endogenous detour wiring.
Coordinated stimulation of corticospinal projection neurons and LPSNs shortens EMG latency and increases synapse transcriptomic profiles
To further validate that our coordinated stimulation strategy can lead to functionally meaningful improvement of supraspinal-to-spinal connectivity, we performed EMG recordings after cortical stimulation (Fig. 4, A and B). Our results show both a significant decrease in the latency as well as a trend toward a higher amplitude of the EMG response (Fig. 4 C). Finally, assessing the transcriptome of the cervical spinal cord upon combined stimulation indicates clear clustering of both experimental groups (Fig. 4, D and E; and Fig. S3). Gene ontology (GO)–enrichment analysis leads to an enrichment of genes involved in synaptic functions (Fig. 4, F and G), validating our anatomical circuit analysis. Taken together, our study established that the coordinated stimulation of supraspinal projection and spinal relay neurons induced circuit-specific neuronal rewiring that resulted in more efficient connectivity between supraspinal motor control and lumbar motoneurons.
Coordinated stimulation of corticospinal projection neurons and LPSNs improves locomotor recovery
Finally, we wanted to assess the effects of the distinct stimulation paradigms on the recovery of locomotor function after spinal cord injury (Fig. 5 A). For this purpose, we first ensured that repetitive injections of CNO did not affect the stepping abilities of uninjured mice neither in the absence of DREADDs nor upon DREADD expression in the hindlimb CST, LPSNs, or both neuronal populations (Fig. S4 A). We also verified that acute activation did not alter “in-cage behavior” (grooming and scratching) of these mice over prolonged periods of time (Fig. S4, B and C). We also confirmed that all groups had similar lesion volumes and similar behavioral performance before and acutely after injury (Fig. S4, D and E). We then assessed the locomotor recovery of the distinct stimulation paradigms in injured mice using an irregular ladder test, which requires step-length adaptations and therefore assesses fine paw placement under supraspinal control (Fig. 5 B; Bradley et al., 2019; Loy and Bareyre, 2019; Liebetanz and Merkler, 2006). We calculated the percentage of recovery between the number of foot faults at 21 dpi and the number of foot faults at 3 dpi. We observed that while stimulation of the CST alone did not alter the performance of mice after injury, the stimulation of LPSNs alone led to a moderate improvement of motor recovery in line with the increased CST–LPSN contacts observed in this paradigm (Fig. 5, C and D). Notably, the coordinated supraspinal and spinal stimulation led to a further and significant amelioration of motor performance that exceeded the improvement observed in any of the isolated stimulation protocols (Fig. 5 E). To further determine how the different stimulation paradigms affected the locomotion pattern, we used motion kinematic analysis to understand if the improved motor function arises from novel walking patterns (Fig. 5 F; Aljovic et al., 2022). Stimulation of supraspinal centers alone did not change kinematic parameters (Fig. 5, G and H), while LPSN stimulation alone induced a distinct walking pattern (Fig. 5, I and J; and Fig. S5). Activation of propriospinal neurons thus not only improved locomotion after acute stimulation as shown previously (Brommer et al., 2021) but activity-induced changes in circuit wiring upon repetitive stimulation can sustain recovered and adaptive motion patterns. Finally, when evaluating kinematic parameters in response to coordinated stimulation of the hindlimb CST and LPSNs, we observed marked changes (Fig. 5, K and L; and Fig. S5) indicating robust adaptations of the walking pattern that go beyond the effects induced by any isolated stimulation paradigm. In particular, the dragging percentage is significantly decreased, which further results in altered joint parameters such as hip joint flexion. We also performed catwalk analysis and quantified gait parameters during spontaneous walking (Fig. 5 M). Here, we saw that the coupling between forelimbs and hindlimbs is specifically altered (Fig. 5, M and N). This is in line with the fact that most contacted LPSN relay neurons following SCI are ZFHX3-positive (Fig. 3 G) and, therefore, a subpopulation of V2a neurons known to project to motor neuron centers and involved in fore- and hindlimb-coordinated motor behavior. Thus, concomitant with the lack of circuit changes, stimulation of corticospinal tracts does not alter motor recovery or kinematic patterns. Stimulation of LPSNs however led to targeted synaptogenesis and is sufficient to induce a small but significant improvement in motor recovery linked to altered stepping patterns. Finally, the coordinated stimulation pattern induced the largest change in detour circuit wiring and motor recovery owing to improved walking patterns.
Discussion
It is established that the formation of detour circuits after SCI is not only required for spontaneous recovery but that they can also be harnessed to modulate motor recovery (Bareyre et al., 2004; Courtine et al., 2008; Ueno et al., 2012; Zörner et al., 2014; Granier et al., 2020; van den Brand et al., 2012; Bonizzato et al., 2021; Brommer et al., 2021; Jacobi et al., 2015). The formation of detour circuits is based on neuroplasticity, and as such, strategies to enhance synaptogenesis are a promising strategy to alleviate motor impairment. To this end, increasing neuronal activity with epidural stimulation, deep brain electrical stimulation, or optogenetics has been shown to improve functional recovery both in rodents and humans (Deng et al., 2021; Carmel et al., 2013; Bachmann et al., 2013; Angeli et al., 2018; Wagner et al., 2018). It remains however unclear whether targeted neuromodulation of specific neuron populations can be used to enhance targeted circuit rewiring and functional recovery. In our study, we elucidate the effects of repeated supraspinal and intraspinal stimulation, or the combination thereof, on circuit remodeling and functional recovery after an incomplete dorsal hemisection.
Chemogenetic stimulation of the presynaptic component, in our study the severed hindlimb CST, primes synaptogenesis along newly established axonal projections but does not allow the formation of new contacts onto spared relay neurons. The increase in boutons along the collaterals is thus mainly linked to presynaptic maturation rather than an increase in synaptic contact formation. We further show that this stimulation paradigm in the brain does neither increase the recovery potential nor the adaptations in the gait pattern of recovering mice. This is interesting, as previous reports have shown that brain electrical or optogenetic stimulation, techniques that directly depolarize neurons, can improve motor skills (Deng et al., 2021; Carmel and Martin, 2014; Carmel et al., 2014). Chemogenetic constructs rather act by reducing the threshold for action potential propagation by intracellular signaling cascades (Alexander et al., 2009). This distinct mode of action might explain these differences and might also limit the risk of inducing strong involuntary movements such as reported using electro- or optogenetic stimulation (Deng et al., 2021; Bonizzato et al., 2021). Therefore, it appears that the chemogenetic stimulation of the severed hindlimb CST leads to synaptic priming of new axonal sprouts, which could potentially be used to further target intraspinal neurons in appropriate conditions. Care should be taken while designing a chemogenetic stimulation paradigm for neurons with transected axons, however, as stimulation during the collateral growth phase led to a decrease in exiting collaterals. This is in line with the study by Hilton et al. (2022), which showed that distinct transcriptional programs in neurons either induce regeneration or synaptogenesis, but presynaptic active zones inhibit axonal growth.
It was previously shown that chemogenetic silencing of cervical excitatory neurons, including LPSNs, after SCI results in reduced synaptogenesis and deterioration of motor skills (Bradley et al., 2019). While this study clearly demonstrates the role of neuronal activity in the spontaneous postinjury formation of detour circuits and ensuing functional recovery, whether repetitively increasing activity in LPSNs could ameliorate functional outcomes is still unclear. Recently, Brommer et al. (2021) elegantly demonstrated that hindlimb locomotion after SCI can be improved by acute chemogenetic activation of propriospinal neurons at the thoracic level. While the functional performance acutely after CNO administration was clearly better, it was still unclear whether repetitive activation of LPSNs can enhance circuit rewiring. Here, we show that repetitive stimulation of cervical LPSNs directs contact formation onto LPSN and ameliorates functional recovery chronically following SCI. Importantly, the absence of aberrant synaptic contact formation onto non-LPSN spinal neurons illustrates the specificity of our stimulation paradigm and suggests that this targeted strategy could be a meaningful way to reduce unwanted side effects. Thus, although cervical LPSNs only represent a small fraction of the total neuronal population in the spinal cord, targeted neuromodulation of these neurons can drive spinal circuitry rewiring and functional recovery after SCI.
We hypothesized that synaptic priming of the hindlimb CST upon stimulation in combination with the activation of LPSNs could lead to further circuit rewiring and unlock motor recovery. Indeed, the coordinated stimulation did not only enhance synaptogenesis and maturation between the supraspinal and intraspinal neuron populations but also further enhanced motor recovery owing to the altered walking pattern as assessed with kinematic parameter extraction. Taken together, our results are in line with an earlier study combining deep brain stimulation of the midbrain with epidural electrical stimulation in rats. Here, the researchers have similarly shown synergistic outcomes in terms of stepping abilities (Bonizzato et al., 2021). While this study shows that costimulation can be used to enhance stepping acutely upon activation, we further demonstrate the therapeutic potential of coordinated activation to strengthen circuit rewiring, ultimately leading to enhanced locomotion.
Harnessing preserved propriospinal neurons to ameliorate functional recovery after SCI in detour circuit formation has been extensively studied (Bareyre et al., 2004; Courtine et al., 2008; Jacobi et al., 2015; Ueno et al., 2012). However, it remained unclear if—and which—specific subpopulation of neurons was targeted. As the exiting CST collaterals mainly target excitatory neurons (Bradley et al., 2019; Bareyre et al., 2004), we investigated whether the contacted LPSNs are the main subpopulation of V2a neurons. Indeed, 70% of our targeted LPSNs were V2a neurons, exclusively expressing ZHFX3 rather than NFIB markers for long- and short-projecting V2a neurons, respectively (Osseward and Pfaff, 2019; Osseward et al., 2021). Furthermore, these neurons were most commonly (∼80%) contacted by the CST. Our combined stimulation paradigm did not alter the targeting of this specific subpopulation of spinal interneurons. Gait analysis, more specifically fore- and hindlimb coupling, further indicated changes upon coordinated stimulation, in line with the role of long-range projecting spinal V2a neurons (Dougherty and Kiehn, 2010; Zhong et al., 2010; Ruder et al., 2016). We can however not exclude the possibility that the other non-V2a positive subpopulation, which is also contacted and thus recruited in the detour circuit, plays a significant role in the functional improvements. Interestingly, a recent study unraveled Vsx2 expressing neurons as essential for functional recovery upon lumbar epidural electrical stimulation (Kathe et al., 2022). These neurons originate from cardinal class V2a neurons, further validating their critical contribution to functional recovery after SCI.
Taken together, our study demonstrates that a refined anatomical understanding of the neuronal circuits that reform in the injured CNS (Bareyre et al., 2004; Courtine et al., 2008; Ueno et al., 2012; Zörner et al., 2014; Jacobi and Bareyre, 2015; Raineteau and Schwab, 2001) empowers the design of targeted multilevel neurostimulation strategies that selectively foster adaptive circuit rewiring and thereby unlock the CNS’s potential for recovery.
Materials and methods
Animals
C57/BL6 and VGlut2-Cre mice (The Jackson Laboratory; Slc17a6tm2(cre)Lowl/MwarJ, Strain 016963; Vong et al., 2011) were used (6–12-wk-old). All animal experiments were performed in accordance with the regulations of the animal welfare act and protocols approved by the Regierung von Oberbayern.
Production of AAV vectors
The following plasmids were purchased from Addgene: AAV-hSyn-eGFP (#114213), AAV-hSyn-hM3D(Gq)-mCherry (#50474), AAV-hSyn-DIO-hM3D(Gq)-mCherry (#44361), and pENN-AAV-hSyn-CRE-WPRE.hGH (#105553). AAV8-hSyn-DIO-hM3D(Gq)-eGFP-WPREs was purchased from BrainVTA. To produce viral particles, HEK293T cells were grown in DMEM (low glucose, GlutaMAX) supplemented with 10% fetal bovine serum. Cells were transfected by using polyethylenimine solution with a 1:1:1 molar ratio of helper, capsid, and desired construct plasmids in RPMI medium without glutamine and serum. 5 h after transfection, the media was changed back to serum-supplemented DMEM and the cells were kept for 3 d before harvesting. The supernatant was harvested 2 and 3 d after transfection and kept at 4°C. The supernatant was centrifuged (4,200 rpm for 10 min) to collect cell debris and then filtered (0.45 micron). For concentration, 15-min centrifugation rounds (4,200 rpm, 4°C) through 100 kD AMICON filters were performed. Titers were determined using qPCR. Viral aliquots were stored at −80°C until used.
Surgical procedures
Mice were orally administered meloxicam (Metacam, 1.5 mg/ml, Boehringer Ingelheim) and anesthetized with intraperitoneal injections of MMF (medetomidin 0.5 mg/kg, Orion Pharma; midazolam 5.0 mg/kg, Ratiopharm; fentanyl 0.05 mg/kg, B. Braun) before surgical procedures. The depth of anesthesia was regularly controlled to ensure there was no reflex retraction from paw pinching. After surgery, mice were injected subcutaneously with an antagonist mixture (atipamezole 2.5 mg/kg, Providet Pharmaceuticals; flumazenil 0.5 mg/kg, Hameln Pharma GmbH; and naloxon 1.2 mg/kg, B. Braun). Prior to and after surgical procedures, mice were kept on a heating pad. Mice received meloxicam (Metacam, 1.5 mg/ml) orally for at least 3 d after the surgery.
Tracing hindlimb CST
The skin was cut and a local anesthetic (Xylocaine 2%, Aspen Pharma) was applied. Bilateral cortical injections of AAV2/8-hSyn-eGFP (titer: 5 × 1012 GC/ml) or AAV2/8-hSyn-hM3D(Gq)-mCherry (titer: 5 × 1012 GC/ml) were used to label/stimulate the hindlimb CST using fine pulled glass micropipettes (coordinates from bregma: −1.3 mm caudal, ±1.2 mm lateral, and 0.6 mm depth, targeting layer V of the cortex). The wound was closed with skin staples.
Labeling of LPSNs
To express DREADDs in LPSNs, combined bilateral injections of AAV2/8-hSyn-DIO-hM3D(Gq)-mCherry (titer: 2 × 1012 GC/ml) at cervical levels C3–C4 (coordinates from midline: ±0.3 mm lateral, 0.6 mm depth) and pENN-rAAV-hSyn-CRE-WPRE.hGH (titer: 4 × 1012 GC/ml) at lumbar level L1 (coordinates from midline: ±0.3 mm lateral, 0.6 mm depth) were used. To fluorescently label LPSNs, combined bilateral injections of rAAV-hSyn-eGFP (titer: 1 × 1012) at lumbar level L1 coordinates from midline (±0.3 mm lateral, 0.6 mm depth) were used. The muscles were sutured and the skin was closed with skin staples.
Midthoracic dorsal hemisection
Muscles were ripped to expose the spinal cord after which a local anesthetic was applied (Xylocaine 2%). Fine iridectomy scissors were used to inflict a bilateral transection of the main dorsal and minor dorsolateral CST at thoracic level T8. After hemisection, the muscles were sutured and the skin was closed with skin staples.
Activity modulation using DREADDs
For DREADD-based CST, LPSN, and combined stimulation experiments, the mice were randomized into control and treatment groups at 3 dpi and received subcutaneous injections of either saline or CNO (0.1 mg/kg diluted in saline; #141704; Abcam) until sacrifice.
Tissue processing and immunohistochemistry (IHC)
To prepare tissues for IHC, mice were perfused with PBS-heparin and 4% paraformaldehyde (PFA). Brains and spinal cords were postfixed overnight in 4% PFA and washed with PBS before microdissection. Tissues were transferred to 30% sucrose solution for two nights before freezing in Tissue-Tek OCT. 40-μm coronal sections were cut and washed three times with PBS before on-slide mounting for IHC. Tissues were blocked with 5% horse serum before application of the following primary antibodies: rat eGFP (1/1,000, #sc-101536; Santa Cruz Biotechnologies), presynaptic marker rabbit Vglut1/2 (1/500, #135 503; Synaptic Systems), goat mCherry (1/1,000, #AB0081-200; Sicgen Antibodies), postsynaptic scaffolding protein guinea pig Homer (1/500, #160 004; Synaptic Systems), guinea pig c-fos (1/250, #226 004; Synaptic Systems), sheep ZFHX3 (1/500, #AF7384), and rabbit NFIB (1/250, #NBP1-81000). After overnight incubation of primary antibodies, overnight incubation of the following secondary antibodies followed: anti-rabbit AF647 (1/500, #A32795; Thermo Fisher Scientific), anti-goat AF594 (1/1,000, #A11058; Thermo Fisher Scientific), anti-guinea pig Cy3 1/500, #706-165-148; Jackson ImmunoResearch), anti-guinea pig AF633 (1/500, #SAB4600129; Sigma-Aldrich), and anti-sheep AF647 (#A21448; Thermo Fisher Scientific), all produced in donkeys. Three 10-min PBS wash steps were performed after primary and secondary antibody incubations. To label nuclei or neuronal somata, DAPI (1/10,000) or Neurotrace (1/100) were applied during the final wash steps of the secondary incubations. Slides were mounted with citifluor.
Image acquisition
To visualize and quantify exiting collaterals, an inverted Leica THUNDER imaging system was used fitted with LED fluorescence excitation (475, 555 nm) and an HC PL FLUOTAR 10×/0.32 PH1 objective. Emission was collected through a multibandpass filter (519/25 and 594/32 nm) onto a Leica sCMOS DFC9000 GT camera (2,048 × 2,048 pixels). For synaptic and activity recordings, an inverted Leica SP8X WLL system was used in confocal mode with an HC PL APO 40×/1.30 Oil CS2 objective. Excitation was achieved with a pulsed white light laser (470–670 nm) and a continuous wave 405 nm excitation laser. An acousto-optical beam splitter with gated hybrid detectors and PMTs was used for collecting fluorescence emission. For synaptic recordings, the pixel size was adjusted to allow deconvolution. Lesion volumes were recorded on a Leica DM4 widefield system fitted with an HC PL APO 10×/0.45 objective.
Image processing
For quantification of c-fos expression, Imaris was used to automatically detect neuronal DAPI nuclei based on hM3D(Gq)-mCherry expression. The mean intensity of c-fos expression inside nuclei was quantified. For the quantification of exiting collaterals, the number of exiting collaterals was normalized to the main CST labeling density. For synaptic quantification, confocal recordings were first deconvolved using a theoretical point spread function based on the optical properties of the imaging system using Huygens (SVI). Then, automatic detection of boutons along collaterals was used (spot detection feature with region growing algorithm, Imaris) with a fixed defined threshold for presynaptic and postsynaptic staining intensity per experiment. For contacts onto LPSNs or Neurotrace-labeled cells, their surfaces were rendered and CST boutons touching either of the surfaces, using the shortest distance parameter, were counted.
Behavior: Ladder rung and kinematics
Mice were habituated three times on a horizontal ladder rung with irregularly spaced ladders and the treadmill (speed of 10 and 20 cm/s). Baseline recordings were performed the day before dorsal hemisection with the following recordings at 3 and 21 dpi. A GoPro 8 camera (120 fps) was used to record either three full runs or 1-min recordings for ladder rung and kinematics recordings, respectively. Parameters used for feature labeling and model training in DeepLabCut were identical to previously published work (Aljovic et al., 2022; Mathis et al., 2018). The ALMA toolbox (Aljovic et al., 2022) was used for the validation of detected foot faults and extraction of kinematic parameters.
Behavior: Catwalk XT
To assess gait, we used Catwalk XT (Hamers et al., 2006). All animals were habituated three times before baseline recording. Three valid runs were recorded for each time point (preinjury, 3 dpi, and 21 dpi). A run was included when the preset requirements of the system were fulfilled: a minimum run duration of 0.5 s, a maximum run duration of 4 s, and a maximum speed variation of 60%, to ensure that the animal walked on the runway without interruptions.
Behavior: In cage
To evaluate the number of scratching and grooming events 30 min, 24, and 48 h after CNO injections, mice were recorded in their cage with a GoPro 8 camera. Boris was used as a logging software to detect and quantify scratching and grooming events.
Electromyography (EMG) recordings
Animals were anesthetized with an intraperitoneal injection of ketamine/xylazine (ketamine, 87 mg/kg; xylazine, 13 mg/kg) and then supplemented with subdermal injections of ketamine alone (33 mg/kg) as needed by assessment of the breathing rate and hindpaw pinch response. A hole was made at the coordinates −1.3 mm posterior to bregma, 1 mm lateral to bregma, and over the sensorimotor cortex of the right hemisphere. The dura was removed and the exposed brain was kept moist with saline. EMG recordings were performed as previously described (Bareyre et al., 2004; Lang et al., 2013). Unipolar stimulation of the right motor cortex was performed using parylene-insulated tungsten microelectrodes of 1 MΩ impedance (TM33B10, WPI). A chlorinated silver wire was placed in contact with the brain at the anterior-lateral edge of the craniotomy and served as the return electrode. Differential EMG recording in the ipsilateral hindlimb was performed using subdermal needle electrodes (TerniMed) in a bipolar configuration. The electrodes were inserted into the hindlimb Biceps femoris muscle group. The hindlimb was then placed in an elevated position on foam pads to assist visualization of muscle movements and to maintain the correct placement of the needle electrodes. Signals were amplified (1 k), band-pass filtered (low 10 Hz, high 5 kHz, A-M Systems Model 1800), digitized using a Micro 1,401 data acquisition unit (CED Ltd; Cambridge Electronic Design), and then sent to a computer running Spike2 software (Cambridge Electronic Design).
EMG stimulation protocol and analysis
The stimulations were performed in the middle of the hindlimb motor cortex region. If necessary, slight adjustments in the mediolateral direction were made to prevent the electrode from penetrating blood vessels. Monophasic cathodal pulses (10-ms train duration at 300 Hz, 0.2-ms pulse duration) were applied through the electrode at an interval of 1 s using an iso-flex stimulus isolator triggered by a Master 8 stimulator (both from A.M.P.I. Instruments). The electrode was lowered vertically into the cortex initially using a high stimulus current (60–100 µA) until movement of the contralateral hindlimb was detected (10 trials per site). Hindlimb activation was classified as a movement of the digits, the distal or proximal joints, and/or muscle twitch. To determine the threshold of ipsilateral hindlimb activation, the depth of the electrode was first optimized to give maximal contralateral hindlimb movement. At this point, the current was reduced to zero, and then increased in increments of 10 µA until the EMG signal in the ipsilateral hindlimb appeared. If no EMG signal was detected at 200 µA the site was deemed unresponsive. In situations where no response was evident, it was confirmed that the needle electrodes were correctly positioned and functional by squeezing the ipsilateral paw. Using Spike2 software, latencies were also determined and measured to the onset of the EMG response, as well as the activation duration, maximum amplitude, and root-mean-square amplitude on three consecutive EMG signals recorded at the same stimulation site.
RNA sequencing
Manual perfusion with ice-cold PBS was performed 21 dpi. Cervical level C3–C4 of the spinal cord was removed and snap-frozen in liquid nitrogen. For RNA isolation, the RNeasy Lipid Tissue Mini Kit (Qiagen) was used according to the manufacturer’s protocol. RNA samples were then processed for sequencing using the Collibri 3′ mRNA library preparation kit for Illumina systems. Before sending for sequencing, the quality of the library was assessed on a Bioanalyzer using DNA 1000 Chips (both from Agilent Technologies). Samples are sequenced by Laboratory for Functional Genome Analysis (LAFUGA) for single-end 50 bp on a HiSeq 1,500. All RNASeq analysis is performed using Galaxy platform (Jalili et al., 2020). In brief, Fastq files were analyzed using FastQC52 for quality control. Reads were aligned to GRCm38 mouse genome using Star aligner (Dobin et al., 2013). Read counts and differential gene expression analysis were performed using DESeq2 (Anders et al., 2015). Single genes were annotated using Annotate DESeq2 (Love et al., 2014) available at https://galaxyproject.org/eu/. PCA visualization was generated using DESeq2. Statistically significant differentially expressed genes were defined using a cutoff of adjusted P < 0.05 and log2(fold-change). Pathway analysis was obtained using gProfiler (Reimand et al., 2007). In brief, the top 100 differentially expressed genes were used to find the most significant cellular pathways. Genes were arranged by order of statistical significance. The data has been deposited on Figshare (https://doi.org/10.6084/m9.figshare.21679415.v1; Steenbergen et al., 2022).
Statistical analysis
Prism software (GraphPad, version 9) was used for statistical analysis. All datasets were tested for normality using the Shapiro-Wilk test. Parametric and non-parametric tests used are indicated in the figure legends. All results are represented as mean ± SEM. In all analyses, P < 0.05 was considered statistically significant and all significance levels are indicated in the figure legends as follows: *, P < 0.05; **, P < 0.01; ***, P < 0.001.
Online supplemental material
Fig. S1 shows that repetitive CNO injections do not lead to increased activity in the brain or spinal cord in the absence of DREADDs. In Fig. S2, we show that sprouting of the CST is not altered upon distinct stimulation paradigms, we provide evidence of equal viral labeling amongst groups, and we indicate that presynaptic maturation is enhanced while homer expression remains unaltered. Fig. S3 displays a heatmap of the top 100 altered genes upon coordinated stimulation of the CST and LPSNs. Fig. S4 contains controls for CNO-induced behavioral effects (i) in the absence of DREADDs, (ii) in the presence of DREADDs in uninjured animals, and (iii) at pretreatment time points in our experimental paradigms. In Fig. S5, we display heatmaps of the PC1 and PC2 loadings for kinematics parameters for the spinal and coordinated stimulation paradigms together with the heatmaps for PC1 and PC2 loadings of the CatWalk analysis.
Data availability
All data are available in the manuscript or the supplementary materials. Raw data are available upon reasonable request to the corresponding authors.
Acknowledgments
The authors thank the SyNergy Mesoscale Hub, J. Schmitt, and K. Plesniar for AAV production. We also thank the Core Facility Bioimaging of the Biomedical Center for using the widefield and confocal imaging systems. We thank the Laboratory for Functional Genome Analysis (LAFUGA) for RNA sequencing. We thank Martin Kerschensteiner for critically reading the manuscript.
Work in F.M. Bareyre’s lab is supported by grants from the Deutsche Forschungsgemeinschaft (DFG, SFB 870 Project ID 118803580, TRR274 Project ID 408885537) and by the Munich Center for Systems Neurology (DFG, SyNergy; EXC 2145/ID 390857198). This project was also supported by the Institute for Research on Paraplegia (IRP). V. Van Steenbergen is supported by a post-doctoral fellowship from the Humboldt Foundation. J. Fourneau is supported by a post-doctoral fellowship from the Wings for Life foundation.
Author contributions: V. Van Steenbergen: Conceptualization, methodology, validation, formal analysis, investigation, writing—original draft, writing—review and editing, visualization, supervision, funding acquisition. L. Burattini: Validation, formal analysis, investigation, writing—review and editing. M. Trumpp: Validation, formal analysis, investigation, writing—review and editing. J. Fourneau: Methodology, validation, formal analysis, investigation, writing—review and editing, funding acquisition. A. Aljović: Methodology, data curation, validation, formal analysis, investigation, writing—review and editing. M. Chahin: Validation, formal analysis, investigation, writing—review and editing. H. Oh: Validation, formal analysis, investigation, writing—review and editing. M. D’Ambra: Validation, formal analysis, investigation, writing—review and editing. F.M. Bareyre: Conceptualization, methodology, validation, resources, writing—original draft, writing—review and editing, visualization, supervision, project administration, funding acquisition.
References
Author notes
L. Burattini and M. Trumpp contributed equally to this paper.
Disclosures: The authors declare no competing interests exist.