Abstract
Activity–dependent treatments to enhance peripheral nerve regeneration after injury have shown great promise, and clinical trials implementing them have begun. Success of these treatments requires activity–dependent release of brain derived neurotrophic factor (BDNF). A single nucleotide polymorphism (SNP) in the bdnf gene known as Val66Met, which is found in nearly one third of the human population, results in defective activity-dependent BDNF secretion and could impact the effectiveness of these therapies. Here, we used a mouse model of this SNP to test the efficacy of treadmill exercise in enhancing axon regeneration in animals both heterozygous (V/M) and homozygous (M/M) for the SNP. Axon regeneration was studied four weeks after complete transection and repair of the sciatic nerve in both male and female animals, using both electrophysiological and histological outcome measures. Regeneration was enhanced significantly without treatment in V/M mice, compared to wild type (V/V) controls. Unlike V/V mice, treatment of both V/M and M/M mice with treadmill exercise did not result in enhanced regeneration. These results were recapitulated in vitro using dissociated neurons containing the light-sensitive cation channel, channelrhodopsin. Three days after plating, neurites of neurons from V/M and M/M mice were longer than those of V/V neurons. In neurons from V/V mice, but not those from V/M or M/M animals, longer neurites were found after optogenetic stimulation. Taken together, Met carriers possess an intrinsically greater capacity to regenerate axons in peripheral nerves, but this cannot be enhanced further by activity-dependent treatments.
Keywords: Peripheral nerve injury, BDNF, Val66Met, exercise, optogenetics
Introduction
Every year in the US, there are more than 200,000 new cases of peripheral nerve injury (PNI). Despite the ability of axons in peripheral nerves to spontaneously regenerate, recovery is slow, and over 90% of adults who sustain a PNI never regain full motor function (Portincasa et al., 2007, Scholz et al., 2009). Currently, there are no commonly-used non–surgical treatments for PNI (Isaacs, 2010).
Experimental treatments, such as exercise, electrical stimulation (ES), and optogenetic stimulation, have been shown to be effective in promoting elongation of regenerating axons, increasing recruitment of motor and sensory neurons into the regeneration process, and accelerating restoration of muscle responses to nerve stimulation (Al Majed et al., 2000b, English et al., 2007, English et al., 2009, Haastert–Talini et al., 2011, English et al., 2011b, Boeltz et al., 2013, Park et al., 2015, Ward et al., 2016, Ward et al., 2018). The success of these treatments requires increased activity of the participating neurons (Jaiswal et al., 2017), and thus they are collectively considered activity–dependent treatments (Udina et al., 2011).
Neuronal brain derived neurotrophic factor (BDNF) secretion and signaling is required for the enhancing effects of activity-dependent treatments (Al Majed et al., 2000a, Gordon, 2010, Wilhelm et al., 2012). Enhancement of axon regeneration is abolished in animals in which either BDNF or its trkB receptor have been selectively knocked out of neurons, indicating that neuronal BDNF as well as trkB activation are required for the enhancing effects of ES and exercise (Al Majed et al., 2000a, Gordon, 2010, Wilhelm et al., 2012, English et al., 2013). This BDNF-dependence could impose a barrier to translation of activity–dependent treatments. About 30% of Americans have a single nucleotide polymorphism (SNP) in the bdnf gene resulting in replacement ofvaline by methionine at the 66th residue in the BDNF protein (Val66Met, see Figure 1A) (Egan et al., 2003, Shimizu et al., 2004). BDNF is secreted through both a constitutive pathway and a regulated pathway (Lessmann et al., 2003). Cells expressing the Met allele have deficits in regulated, calcium–dependent release of BDNF, but not constitutive release (Egan et al., 2003, Chen et al., 2004). This observation is mirrored by the finding that in Met-carriers, exercise-dependent increases in plasma BDNF are absent (Nascimento et al., 2015, Ieraci et al., 2016). This deficit in activity–dependent release of BDNF could inhibit the effectiveness of activity–dependent treatments for enhancing peripheral nerve regeneration.
Figure 1.
A. Structure of BDNF gene and location of Val66Met SNP in the coding exon IX. The G to A substitution in the prodomain results in a valine to methionine substitution and a decreased Ca2+- dependent release of BDNF. B. Recording single motor unit (SMU) potentials using a tripolar electrode. A stimulating cuff is placed around the sciatic nerve. A tripolar electrode is inserted into the lateral gastrocnemius muscle, and amplitudes of SMU potentials are recorded in three channels.
We tested the efficacy of two activity–based experimental therapies, treadmill training and optogenetic stimulation, in enhancing nerve regeneration after injury in mice heterozygous and homozygous for the Val66Met polymorphism.
Methods
Animals and Surgical Treatments.
All experimental procedures were approved by the Institutional Animal Care and Use Committee of Emory University and conformed to the Guidelines for the Use of Animals in Research of the Society for Neuroscience. Transgenic C57BL/6J mice heterozygous (V/M) and homozygous (M/M) for the met allele of the Val66Met polymorphism and their wild type littermates (V/V) were bred and maintained at the Division of Animal Resources at Emory University. Founders for these mice were a generous gift from Doctor Frances Lee (Chen et al., 2006). Mice were group housed with ad libitum access to food and water. Both males and females were used in control experiments. Only females were used for exercise experiments.Adult mice (over 2 months of age) were anesthetized with 2% isoflurane and treated with Meloxicam analgesic (2mg/kg). The right sciatic nerve was exposed in the mid-thigh, placed on a small rectangle of SILASTIC film (Dow Corning 501–1) and secured with fibrin glue: a mixture of fibrinogen and thrombin (1:2, Sigma–Aldrich, St Louis, MO) (de Vries et al., 2002, MacGillivray, 2003). The nerve was fully transected using sharp scissors three millimeters proximal to the sciatic branching. The aligned stumps on the mat were then secured with more fibrin glue. The left side of each mouse served as an unoperated control. After nerve repair, the surgical site was sutured closed, and the animal was allowed to recover from anesthesia before returning to its cage.
Treadmill Training.
Female mice were exercised using an interval training protocol previously shown to be effective in enhancing axon regeneration (Wood et al., 2012). Three days after transection surgery, mice began exercising. Animals performed four bouts of two minutes of high intensity running (20m/min), each separated by 5minutes of rest. This training protocol was repeated five days per week for two weeks during their light cycle.
Motor Unit Number Estimation (MUNE).
Four weeks post-injury, the extent of muscle reinnervation was investigated using motor unit number estimation (MUNE). MUNE allows for the estimation of the number of functional motor units, in this case the number of motoneurons reinnervating the lateral gastrocnemius (McComas et al., 1971, Willand et al., 2011, Gooch et al., 2014). Briefly, a stimulating cuff electrode was placed around the sciatic nerve proximal to the injury site, and three monopolar fine wire electromyography EMG electrodes (California Fine Wire Company, Grover Beach, CA) were implanted together in the lateral gastrocnemius muscle using a 25G hypodermic needle. The tips of the wires were hooked such that they were each 1mm apart from each other. The wires were attached to three separate recording amplifiers, as shown in Figure 1B, to enable detection of distinct signals within the muscle. Electrical stimulation of the nerve (0.1ms pulses applied every 2sec) was applied to evoke three compound muscle action potentials (CMAPs), which were recorded using custom LabVIEW software (National Instruments, Austin, TX). We have adapted the multiple point stimulation technique used in humans, in which small electrical currents were passed through the stimulating cuff and increased in amplitude until an all-or-nothing EMG response was noted (Stein and Yang, 1990, Doherty and Brown, 1993). This lowest–threshold response on each channel was assumed to be produced by activation of a single motor unit (SMU). To be counted as an SMU, the response needed to be biphasic or triphasic and to occur more than once while stimulating voltage was held steady at the threshold needed for activation. The average rectified voltage within anempirically determined time window for each SMU potential was measured (Sabatier et al., 2011). The stimulating cuff was moved to stimulate different points along the nerve until at least nine SMU potentials could be recorded. The stimulus intensity was then increased until a maximal CMAP was evoked. The amplitude of this potential was measured as above. It was assumed that this maximum CMAP was produced by the near synchronous activation of all of the motoneurons innervating the muscle. The average maximal CMAP amplitude for each animal was divided by the average of the SMU amplitudes to estimate the number of functional motor units in the reinnervated muscle (Major et al., 2007).
Retrograde-Labeling of Motoneurons.
To determine the number of motoneurons that had successfully regenerated into the lateral gastrocnemius four weeks after injury, immediately following electrophysiological recordings, the muscles of both the intact and injured sides were exposed and each injected with 1μl of a 1% solution of Cholera toxin B (CTB) conjugated to a fluorescent label (Alexafluor 555; Life Technologies, Grand Island, NY, catalog number C–34776) as previously described (Ward et al., 2018). Three days later, mice were perfused with aldehyde fixatives and lumbar spinal cords were harvested. Counts of labeled motoneurons were made from serial cryostat sections through the spinal cords as described in more detail elsewhere (English, 2005, Ward et al., 2018).
Motor Endplate Reinnveration.
The medial and lateral gastrocnemius muscles from both the intact and injured side of mice were harvested, cryoprotected in 20% sucrose, sectioned longitudinally (20μm), and mounted onto slides. Sections underwentantigen retrieval in boiling 10mM Sodium Citrate buffer (pH 8.5). Immediately following, sections were washed with 0.1M PBS, blocked with 0.3% triton in 0.1M PBS and 10% natural goat serum for 1hr at room temperature, and incubated at 4°C overnight (14–16hrs) with antibody against the vesicular acetylcholine transporter (VAChT, 1:500, Synaptic Systems, Gӧttingen, Germany) to label motoneuron synaptic terminals. Sections were washed in 0.1M PBS and incubated for 2hrs at room temperature with secondary antibody, goat anti-guinea pig conjugated to Alexafluor 647 (1:200 Thermo Fisher Scientific, Waltham, MA) and α-bungarotoxin conjugated to Alexafluor 555 (αBT, 1:500, Sigma-Aldrich, Darmstadt, Germany) to label motor endplates. Glass coverslips were mounted using Entellan (Millipore, Darmstadt, Germany). For each muscle, 50 motor endplates were imaged and scored as reinnervated only if VAChT immunofluorescence completely filled the endplate (see Figure 4A).
Figure 4. Muscle fiber reinnervation is enhanced in untreated but not treadmill trained mice heterozygous for BDNFmet A.
Using the binding of fluorescent alpha bungarotoxin (αBT), two motor endplates are shown (top and bottom left panels). Immunoreactivity to VAChT marks motoneuron terminals (top and bottom middle panels). Motor endplates were counted as filled if the VAChT completely covered the motor endplate (top panels). Fifty motor endplates were scored for each animal. Scale bar=25 μm. B. A higher percentage of motor endplates were scored as VAChT+ in muscles harvested from untreated V/M mice than V/V or M/M mice. Data from individual animals are solid symbols overlaid on the bars. Bars indicate mean value. Asterisks denote p<0.05 with respect to V/V mice C. Effect of treadmill training (TT) on motor endplate reoccupation. Mean (± SEM) fold change in TT animals relative to untrained controls (UT) are shown for the three genotypes studied (V/V, N=6; V/M N=6, M/M, N=6). Asterisks denote p<0.05 with respect to V/V mice.
Dorsal Root Ganglion (DRG) Cell Culture.
The V/M mice were bred with mice expressing the light–sensitive cation channel, channelrhodopsin, under the control of the Thy1 promoter (Thy1ChR2, https://www.jax.org/strain/007612). In these mice a subset of DRG neurons express ChR2 (Ward et al., 2016). In adult mice of both sexes (older than 2 months) euthanized with an overdose of isoflurane, entire vertebral columns were removed and DRGs were extracted and placed in cold Hank’s Balanced Salt Solution (HBSS, Corning, Corning, New York). After incubation in dispase (2.5u/mL Sigma-Aldrich) and collagenase (200u/mL Worthington Biochemical, Lakewood, NJ) in a 37°C bead bath for 45min with gentle agitation applied every 15min, DRGs were then treated in 37°C DNase (Worthington Biochemical) for 2.5min before addition of room temperature HBSS. Cells were triturated using a fire polished glass pipette and centrifuged for 3min at 3000rpm. The HBSS was removed and cells were resuspended in Neurobasal medium A (NB–A, Invitrogen, Carlsbad, CA) containing 2% B–27 (Invitrogen), 1% Penicillin/Streptomycin (Lonza Biowhittaker), and 1% Glutamax (Invitrogen). Cells were seeded at a density of 1000 cells/well in 48–well Opticlear plates (Axion Biosystems, Atlanta, GA) coated in laminin (0.2mg/mL, Thermo Fisher Scientific, Waltham, MA) and poly-L-lysine (2mg/mL, Sigma-Aldrich).
Twenty-four hours after plating, the NB-A solution was replaced. Plates were removed from the incubator and placed on an Axion Biosystems plate holder on top of a 37°C warming plate with 5% CO2 supplied. Cells were then stimulated using the Lumos System (Axion Biosystems) under control of their AxIS software (Axion Biosystems). Cells were exposed to 475nm light at an intensity of 0.59mW/mm2 at a rate of 20hz for 1hr for a total of 72k pulses (Park et al., 2015). Control stimulation was the same regimen, but with light of an inappropriate wavelength (655nm). Unstimulated cells received no light input. Media was collected immediately after stimulation and stored at −80°C for analysis of BDNF protein, as a significant increase in BDNF protein was found at that time in the media from DRG explants from Thy1ChR2 animals (Park et al., 2015). Analysis was performed with help from the Emory Multiplexed Immunoassay Core. Undiluted samples were analyzed in duplicate using the BDNF U Plex plates (Meso Scale Discovery, Rockville, MD). For protein analysis, one Thy1ChR2 V/M animal was excluded as an outlier as identified in the Grubb’s outlier test.
Seventy-two hours after plating, cells were fixed with 4°C periodate-lysateparaformaldehyde fixative. Fixed cells were incubated with anti-tubulin β–3 antibody overnight (14–16hrs, Biolegend, San Diego, CA), followed by application of a secondary, goat anti-mouse antibody conjugated to Alexafluor 555 (Invitrogen) and DAPI (Invitrogen). Cells were imaged with a 20x objective on an epifluorescence microscope (Ti Eclipse; Nikon) equipped with a cooled charge-coupled device (CCD) camera (HQ2; Photometrics) using Nis Elements Imaging Software (Nikon). The cell soma area and longest processes from each cell were measured from these images using the Fiji software package (ImageJ). At least 30 cells per treatment were counted for each animal.
Experimental Design and Statistics.
All results were scored while blinded to treatment and genotype. Data analyses were performed in Statistica 64, except for 95% confidence intervals (CI) and Mann-Whitney U tests, which were performed in Microsoft Excel. Power analyses were performed a priori (α=0.05, Power=0.8) using data from previous studies to select adequate sample sizes for all outcome measures except for MUNE, which had not previously been performed in mice. For MUNE, power analysis was performed using preliminary data. To test the assumption of homoscedasticity required for ANOVA, Levene’s test was used. Unless otherwise specified, one-way ANOVA was performed with Fisher’s LSD post-hoc test. For samples with unequal variance, Kruskal-Wallis ANOVA was performed. All results of statistical tests are reported in APA format.
Results
Functional recovery is enhanced in untreated Met-Carriers.
Single motor unit potentials were recorded from intact mice and four weeks after injury with and without treadmill training (TT). Animals in three genotypes were studied: V/V, V/M, and M/M. The distributions of the amplitudes of these potentials are shown for the three genotypes in Figure 2A. As previously reported in both humans and rodents (Gordon et al., 2010, Gordon et al., 2011, Gordon and Tetzlaff, 2015), in untreated V/V mice, the sizes of SMU potentials four weeks after injury were greater than those found in intact animals of the same genotype (Mann-Whitney test, U= 76, p=0.009, Figure 2A, top panel). No significant difference in SMU amplitude relative to intact mice was found in animals of this genotype treated with TT. In V/M or M/M mice, no significant differences in the amplitudes of SMU potentials were found regardless of treatment (Figure 2A, bottom two panels).
Figure 2. Treadmill training enhances functional recovery in V/V but not Met-carriers.
A. The distributions of single motor unit potential (SMU) amplitudes are shown for the different groups of mice studied as cumulative histograms. In V/V mice, sciatic nerve transection resulted in larger amplitude potentials 4 weeks after injury (top panel), and TT did not. In Met–carriers, SMU potential amplitude was not significantly different, regardless of injury or treatment (bottom two panels). B. Motor unit number estimation (MUNE) is shown four weeks after injury in untreated mice of the three genotypes. Data from individual animals are solid symbols overlaid on the bars. Bars indicate mean value. Asterisks denote p<0.05 with respect to V/V mice. C. Maximum CMAP potential is shown four weeks after injury in untreated mice of the three genotypes studied. Data from individual animals are solid symbols overlaid on the bars. Bars indicate mean value. Asterisks denote p<0.05 with respect to V/V mice. D. Fold change in MUNE with treadmill training (TT) is represented for the three genotypes. Data represented as mean (+SEM). Asterisks denote p<0.05 with respect to V/V mice.
We used MUNE (Major et al., 2007) to estimate the number of functional motor units in each muscle studied prior to and four weeks after sciatic nerve transection and repair. In intact animals, MUNE did not differ between the three genotypes (one–way ANOVA, F(2,64)=0.15, p=ns). Previous studies have not reported the effect of the met allele in females as well as males. Therefore, we tested the effect of sex and genotype on MUNE four weeks after transection and repair (n=5–8). There was a significant effect of genotype (F(2,32)=6.0, p=0.006) but not sex, so data from the UT males and females were pooled based on genotype. Once pooled, the Levene’s test for homogeneity of variance was significant (p=0.0089), indicating non-homoscedastic variance, so non-parametric Kruskal-Wallis ANOVA was used to analyze MUNE in untreated animals. A significant effect of genotype on MUNE (H(2)=11.56, p=0.0031) was found, with a mean rank of 11.00 for V/V, 23.86 for V/M, and 24.00 for M/M. Both V/M and M/M had a significantly higher mean rank than V/V (p=0.0080 and p=0.013 respectively, Figure 2B). A similar effect of genotype was found for maximal CMAP amplitude (H(2,34)=10.53, p=0.0052; mean rank of 11.15 for V/V, 23.39 for V/M, and 23.09 for M/M) (Figure 2C). Based on post–hoc testing, the maximal CMAP in V/V animals (0.10±0.014mV) was significantly smaller than V/M animals (0.30±0.070mV, p=0.012) and M/M animals (0.23±0.042mV, p=0.021).
The effect of treadmill training on motor unit reinnervation differed across genotypes. In treadmill trained V/V animals, a nearly four-fold increase in MUNE was found relative to untreated controls (95% CI [2.72, 5.11] Figure 2C). In contrast, the fold change in treadmill trained V/M animals was not different from untreated (1.31–fold change, 95% CI [0.59, 2.04]). Treadmill training may actually result in decrease in the amount of motor unit reinnervation in M/M animals (95% CI [0.32, 0.90]). A significant difference in response to treadmill training was found between genotypes (Kruskal-Wallis ANOVA, H(2)=11.09, p=0.0039), with a mean rank of 15.17 for V/V, 8.17 for V/M, and 5.17 for M/M. Ranks for V/V and M/M were significantly different from each other (p=0.0035).
Motor axon regeneration is enhanced in untreated but not treadmill trained mice heterozygous for BDNFmet
To assay the extent of successful motor axon regeneration, we injected a retrograde tracer bilaterally into the lateral gastrocnemius muscles and counted the number of labeled motoneurons in cryostat section of the lumbar spinal cord (Figure 3A). The ratio of counts of the injured side to the intact side of each mouse was used toevaluate the proportion of motoneurons reinnervating the muscle. Four weeks after peripheral nerve injury, fewer than half of injured motoneurons had regenerated into the lateral gastrocnemius muscle in untreated V/V mice (0.45± 0.077, Figure 3B) as has been shown previously (Ward et al, 2018). Regeneration in untreated V/M mice was almost twice that of V/V (0.81±0.068). Motoneuron regeneration in M/M mice was similar to V/V mice at 0.50±0.16. The result of a one-way ANOVA comparing the three genotypes (V/V, V/M, and M/M) was significant (F(2,12)=6.31, p=0.01). Based on post-hoc paired testing, the injured/intact ratio in untreated V/M mice was significantly larger than that in either untreated V/V mice or M/M mice (p=0.009 and p=0.01 respectively, Figure 3B). There was no significant difference between untreated V/V and M/M mice (p=ns).
Figure 3. Motor axon regeneration is enhanced in untreated but not treadmill trained mice heterozygous for BDNFmet A.
A single motoneuron labeled by a retrograde tracer that had been injected into the lateral gastrocnemius muscle four weeks after sciatic nerve transection and repair. Motoneurons like this one were counted as labeled if the soma was labeled with dense granular fluorescence which extends into the primary dendrites and contains a dark region, indicating a nucleus. Red is CTB–555, Blue is DAPI. B. The ratio of the number of labeled motoneurons (injured/intact) is shown. Data from individual animals are solid symbols overlaid on the bars. Bars indicate mean value. Asterisks denote p<0.05 with respect to V/V mice. C. Mean (± SEM) fold change in the number of retrogradely labeled motoneurons in TT animals relative to untrained controls (UT) are shown for the three genotypes studied (V/V, N=5; V/M N=6, M/M, N=5). Data represented as mean (+SEM). Asterisks denote p<0.05 with respect to V/V animals.
To analyze the effect of genotype on response to treadmill training, the fold change (TT/UT) in number of retrogradely labeled motoneurons was calculated. Treadmill training increased the number of labeled motoneurons in V/V mice 1.72–fold (95% CI [1.31, 2.13]). In contrast, treadmill training may have been detrimental to motoneuron regeneration in V/M mice (0.62–fold change, 95% CI [0.47, 0.76]). Treadmill training had no effect on motoneuron regeneration in M/M mice (0.93-fold change, 95% CI [0.20, 1.66]). The result of a one-way ANOVA was significant (F(2,13)=7.7, p=0.006, Figure 3C). Using post-hoc paired testing, significant differences in the fold-change of the proportion of labeled motoneurons were found between V/V and V/M mice (p=0.002) and V/V and M/M mice (p=0.01). No difference was found between treadmill trained V/M and M/M mice (p=ns).
Muscle fiber reinnervation is enhanced in untreated but not treadmill trained mice heterozygous for BDNFmet
Muscle fiber reinnervation was analyzed by determining the proportion of alpha bungarotoxin-positive motor endplates where VAChT, a marker of cholinergic motoneuron terminals, was expressed. Only motor endplates with complete coverage by VAChT immunofluorescent structures were counted (Figure 4A). With no treatment, 18.6±8.06% of motor endplates in V/V animals were occupied by motoneuron terminals four weeks after sciatic nerve transection and repair (Figure 4B). In untreated V/M mice, 46.3±9.84% of motor endplates were occupied by motoneuron terminals, and in M/M mice, 22±2.37% of motor endplates were occupied. The results of a one way ANOVA of the three genotypes were significant (F(2,15)=4.11, p=0.038). Post hoc testing revealed a significantly greater percentage of VAChT-covered motor endplates in untreated V/M mice than in untreated V/V mice (p=0.016) and M/M mice (p=0.046) (Fig. 4B). In V/V animals, treadmill training resulted in a 2.6–fold increase in percent of VAChT positive motor endplates (95% CI [1.71, 3.57], Fig. 4C). In contrast, treadmill training had no effect on percentage of VAChT positive motor endplates in V/M mice (95% CI [−0.40, 1.45]) or M/M mice (95% CI [0.53, 2.39]). A Levene’s test of variance was significant (p=0.0077). There was a significant in response to treadmill training between genotypes (H(2)=7.04, p=0.030) with a mean rank of 13.50 for V/V, 5.33 for V/M, and 9.67 for M/M. Post hoc testing revealed a significant difference between V/V and V/M mice (p=0.024).
Neurite outgrowth is enhanced in V/M and M/M neurons without optogenetic stimulation
Adult DRG neurons derived from mice expressing the light-sensitive cation channel, channelrhodopsin, were cultured for 72 hours. Wild type (WT) neurons were also cultured as light-insensitive controls. To evaluate the effects of activity and genotype on neurite outgrowth, the longest neurite length for each neuron was measured. Figure 5A is a representative photo of Thy1ChR2 V/V DRG neurons. Seventy-two hours after plating, the average longest neurite length for untreated Thy1ChR2 V/V neurons was 235.22±4.6μm (Figure 5B). Thy1ChR2 V/M and Thy1ChR2 M/M neurons grew longer neurites, with averages of 325.10±8.8μm and 357.22±22.1μm respectively. The result of one-way ANOVA was significant for an effect of genotype (F(3,12)=15.84, p<0.001). Average longest neurite length from Thy1ChR2 V/V neurons was significantly shorter than average neurite length from Thy1ChR2 V/M neurons (p=0.013) and Thy1ChR2 M/M neurons (p<0.001), but not WT neurons (p=ns). Thy1ChR2 V/M and Thy1ChR2 M/M neurons did not differ in longest neurite length (p=ns).
Figure 5.
A. Representative images of cultured V/V DRG neurons immunofluorescent for beta tubulin III. Cells were cultured from adult mice both male and female. B. The mean longest neurite length is shown for untreated cultures of the four genotypes studied. Data from individual cultures are shown as solid symbols overlaid on the bars. Asterisks denote p<0.05 with respect to Thy1ChR2 V/V mice. C. Fold–change in longest neurite length after 1hr light stimulation is shown for the four genotypes studied. Data from individual cultures are shown as solid symbols overlaid on the bars. Asterisk denotes significant difference from 1. D. A cumulative histogram of the soma size distributions of cultured DRG neurons for the four genotypes. There was no significant bias in the sizes of the neurons studied in any of the groups. E. The percent of neurons that grew neurites is shown for the four genotypes. Cells were untreated, stimulated optically with 472nm light, or stimulated with control stimulation of light of an inappropriate wavelength. Data are represented as mean (± SEM). F. Media was collected for protein analysis of basal levels of secreted BDNF protein. Data are represented as mean (± SEM). G. Immediately after light stimulation, media was collected for protein analysis of BDNF secretion. Fold-change of BDNF secretion is represented. Data expressed as mean (± SEM). Asterisks denote p<0.05 with respect to 1.
Optogenetic stimulation enhances neurite elongation in V/V neurons in vitro
To measure neurite outgrowth in response to activity–dependent treatment, cells were exposed to one hour of 20Hz light stimulation at 24 hours in culture, and were fixed and stained 48 hours later. Longest neurite length was measured, and fold-change (optically stimulated/untreated) was calculated. A 1.2–fold change in neurite length was recorded in Thy1ChR2 V/V cells stimulated with light (95% CI [1.12, 1.36] Figure 5C). In contrast, no response to light stimulation was found in the other three genotypes (Thy1ChR2 V/M 0.92-fold change, 95% CI [0.82, 1.03]; Thy1ChR2 M/M 0.87-fold change, 95% CI [0.61, 1.13]; WT 0.96-fold change, 95% CI [0.78, 1.15]). The result of a one-way ANOVA was significant (F(3,12)=4.03, p=0.034). Post-hoc testing revealed Thy1ChR2 V/V fold change was significantly different from Thy1ChR2 V/M fold change (p=0.013), ThyChR2 M/M fold change (p=0.011), and WT fold change (p=0.034). As a control, cells were also stimulated with an inappropriate wavelength of light (655nm). Neurite length did not differ with this control stimulation in any genotype, and there was no difference between any of the genotypes (p=ns).
Differences in longest neurite length could be due to neurons growing longer neurites or differences in the proportion of cells that grew any neurites. To test this, we analyzed the proportion of cells with neurites for each genotype and treatment group, and found no effect of genotype (F(2, 18)=1.79, p=ns), treatment (F(1, 18)=1.27, p=ns), or an interaction of genotype*treatment (F(2, 18)=1.20, p=ns, Figure 5E). There also was no significant difference between genotypes or treatments in the soma sizes of the cultured neurons studied (see Figure 5D).
There is no difference in basal release of BDNF between genotypes
Immediately after light stimulation, media was collected from the DRG culture for analysis of secreted BDNF protein (Figure 5F). The result of a one-way ANOVA revealed no significant effect of genotype on BDNF secretion in unstimulated DRG neurons (F(3,11)=1.10, p=ns). Optogenetic stimulation increased BDNF concentration two-fold in media collected from Thy1ChR2 V/V cells (Figure 5G, 2.21, 95% CI [2.059, 2.306]). There was no difference in BDNF concentration in media collected from stimulated Thy1ChR2 V/M neurons (1.40, 95% CI [0.50, 2.31]), Thy1ChR2 M/M neurons (1.17, 95% CI [0.216, 2.13]), or WT neurons (1.42, 95% CI [0.36, 2.49]). One way ANOVA revealed no significant effect of genotype on fold-change of BDNF concentration (F(3,10)=1.30, p=ns).
Discussion
Activity-dependent treatments have proven useful in enhancing axon regeneration after peripheral nerve injury. Their effectiveness requires BDNF–trkB signaling in the neurons whose axons are regenerating. We used neuroanatomical and electrophysiological methods to analyze the ability of one such treatment, treadmill training, to enhance axon regeneration in mice carrying the Met allele of the Val66Met SNP, which have deficient activity-dependent release of BDNF. Here, we present two main findings. First, without treatment, axon regeneration in Met-carriers is enhanced in vivo and neurite outgrowth is longer in vitro when compared to non-Met carriers. Second, treadmill training, which is a powerful activity–dependent promoter of axon regeneration, did not enhance regeneration in Met-carriers in vivo, and optogenetic stimulation did not enhance neurite outgrowth in vitro.
Without any treatment, motor axon regeneration in Met-carriers was enhanced significantly compared to non-Met-carriers. Our results from MUNE, retrograde labeling, and analysis of motor endplate reinnervation support the conclusion that axons of more motoneurons effectively regenerated and reinnervated a muscle target in untreated V/M and M/M mice. The simplest interpretation of these findings is that the process of regeneration/reinnervation is accelerated in these animals. Our finding that neurites from cultured DRG neurons expressing the Met allele were significantly longer than those derived from V/V mice is also interpreted as more rapid regeneration. The enhanced regeneration of axons in the Met-carriers was an unexpected result. The valine to methionine replacement results in inefficient packaging of BDNF into calcium-sensitive vesicles, making activity-dependent release of BDNF deficient in V/M and M/M mice (Egan et al., 2003, Chen et al., 2004). These vesicles release BDNF in response to calcium influx, such as might occur in motoneurons during exercise (Lessmann et al., 2003). In contrast, no difference in basal release of BDNF has been reported (Chen et al., 2006, Notaras et al., 2017). Thus, we did not anticipate improved regeneration in our untreated V/M and M/M mice.
The mechanism behind the observed enhanced regeneration/neurite outgrowth in Met-carriers is currently unknown. One possibility could be greater constitutive release of BDNF resulting from the deficiency in regulated release described above. However, we found no difference in basal levels of BDNF secretion in our culture experiments, consistent with previous studies (Chen et al., 2006, Notaras et al., 2017). Another possible explanation could be increased trkB expression in the regenerating the axons, resulting in more effective ligand-binding despite less available ligand. Higher levels of full length trkB and lower levels of the dominant-negative truncated form of trkB have been found in the dorsal hippocampus in M/M mice (Notaras et al., 2017). A similar elevation of trkB expression in DRG neurons and motoneurons in mice with the Met allele could be a part of a mechanism explaining the enhanced axon growth observed. Additionally, compensatory changes in other ligands for trkB, such as neurotrophin 4/5 (NT4/5), could also account for differences in axon regeneration. Neuronal release of NT4/5 contributes to axon regeneration after injury (English et al., 2005, English et al., 2011a), though basal levels of neuronal NT 4/5 secretion have not been studied, nor has activity–dependent secretion (Lessmann et al., 2003). These possible mechanisms should be explored further in future studies.
Carrying the Met allele of the BDNF Val66Met polymorphism has been reported as a risk factor for numerous diseases and disorders, including Alzheimer’s disease, obsessive compulsive disorder, anorexia nervosa, and bipolar disorder (Sklar et al.,2002, Hall et al., 2003, Ribases et al., 2003, Neves-Pereira et al., 2002, Notaras et al., 2015). Here, we find a possible beneficial result of this allele—better axon regeneration after injury. We are not the first to report a surprising benefit of carrying the Met allele. Met-carriers more effectively recover executive functioning after traumatic brain injury and have a lower risk of mortality (Krueger et al., 2011, Rostami et al., 2011, Failla et al., 2015). In stroke models, the Met allele was associated with enhanced motor performance after a transient middle cerebral artery occlusion (Qin et al., 2014). These findings taken together could indicate that having this allele is not simply bad—indeed, it would be hard to explain the high prevalence of the allele in East Asian populations if the results were unequivocally negative (Shimizu et al., 2004).
Neither treadmill training nor optogenetic stimulation further enhanced regeneration in Met–carriers. This result was expected due to the BDNF–dependence of these treatments and the deficient activity-dependent BDNF-release found in Met-carriers (Egan et al., 2003, Chen et al., 2006, Wilhelm et al., 2012). Treadmill training markedly improved MUNE, motoneuron labeling, and motor endplate occupation in V/V mice.
Conclusion
Clinical trials testing the efficacy of activity-dependent treatments for nerve damage have already begun (Gordon et al., 2007, Gordon et al., 2010). In these studies, brief electrical stimulation is applied after carpal tunnel release surgery, resulting in increased MUNE 6–8 months after surgery. While promising, the enhancing effects of electrical stimulation could be diminished by inclusion of Met-carriers, who, based on the results presented above, might be expected to have naturally better outcomes under control conditions and not to respond to this activity-dependent treatment. Without genotyping of patients, benefits of activity-dependent treatments for non-met-carriers could be masked. More importantly, as activity–based treatments increase in popularity to treat peripheral neuropathies, health care professionals need to account for patient genotype. For the substantial portion of the population carrying the Met allele, personalized medicine that does not rely on endogenous BDNF secretion may be necessary.
Acknowledgements:
Support provided by grant NS057190 to AWE from the USPHS. This study was supported in part by the Emory Multiplexed Immunoassay Core (EMIC), which is subsidized by the Emory University School of Medicine and is one of the Emory Integrated Core Facilities. Additional support was provided by the National Center for Georgia Clinical & Translational Science Alliance of the National Institutes of Health under Award Number UL1TR002378. Special thanks to Axion Biosystems for the use of their Lumos multiwell light delivery device and AxIS software. The content is solely the responsibility of the authors and does not necessarily reflect the official views of the National Institutes of Health. Many thanks to Dr. Francis Lee for the gift of the Val66Met mouse. Many thanks also to Dr. Gary Bassell and Phillip Price for assistance with cell culture.
Footnotes
Conflict of Interest: none.
References
- AL MAJED A, BRUSHART T & GORDON T 2000a. Electrical stimulation accelerates and increases expression of BDNF and trkB mRNA in regenerating rat femoral motoneurons. Eur J Neurosci, 12, 4381–4390. [PubMed] [Google Scholar]
- AL MAJED A, NEUMANN C, BRUSHART T & GORDON T 2000b. Brief electrical stimulation promotes the speed and accuracy of motor axonal regeneration. J Neurosci, 20, 2602–2608. [DOI] [PMC free article] [PubMed] [Google Scholar]
- BOELTZ T, IRELAND M, MATHIS K, NICOLINI J, POPLAVSKI K, ROSE S & ENGLISH A 2013. Effects of treadmill training on functional recovery following peripheral nerve injury in rats. J Neurophysiol, 109, 2645–2657. [DOI] [PMC free article] [PubMed] [Google Scholar]
- CHEN Z, JING D, BATH K, IERACI A, KHAN T, SIAO C, HERRERA D, TOTH M, MCEWEN B, HEMPSTEAD B & LEE F 2006. Genetic variant BDNF (Val66Met) polymorphism alters anxiety-related behavior. Science, 314, 140–143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- CHEN Z, PATEL P, SANT G, MENG C, TENG K, HEMPSTEAD B & LEE F 2004. Variant brain-derived neurotrophic factor (BDNF) (Met66) alters the intracellular trafficking and activity-dependent secretion of wild-type BDNF in neurosecretory cells and cortical neurons. J Neurosci, 24, 4401–4411. [DOI] [PMC free article] [PubMed] [Google Scholar]
- DE VRIES J, MENOVSKY T, VAN GULIK S & WESSELING P 2002. Histological effects of fibrin glue on nervous tissue: a safety study in rats. Surg Neurol, 57, 415–22; discussion 422. [DOI] [PubMed] [Google Scholar]
- DOHERTY TJ & BROWN WF 1993. The estimated numbers and relative sizes of thenar motor units as selected by multiple point stimulation in young and older adults. Muscle Nerve, 16, 355–66. [DOI] [PubMed] [Google Scholar]
- EGAN M, KOJIMA M, CALLICOTT J, GOLDBERG T, KOLACHANA B, BERTOLINO A, ZAITSEV E, GOLD B, GOLDMAN D, DEAN M, LU B & WEINBERGER D 2003. The BDNF val66met polymorphism affects activity-dependent secretion of BDNF and human memory and hippocampal function. Cell, 112, 257–269. [DOI] [PubMed] [Google Scholar]
- ENGLISH A 2005. Enhancing axon regeneration in peripheral nerves also increases functionally inappropriate reinnervation of targets. J Comp Neurol, 490, 427–441. [DOI] [PubMed] [Google Scholar]
- ENGLISH A, CUCORANU D, MULLIGAN A, RODRIGUEZ J & SABATIER M 2011a. Neurotrophin-4/5 is implicated in the enhancement of axon regeneration produced by treadmill training following peripheral nerve injury. Eur J Neurosci, 33, 2265–2271. [DOI] [PMC free article] [PubMed] [Google Scholar]
- ENGLISH A, CUCORANU D, MULLIGAN A & SABATIER M 2009. Treadmill training enhances axon regeneration in injured mouse peripheral nerves without increased loss of topographic specificity. J Comp Neurol, 517, 245–255. [DOI] [PMC free article] [PubMed] [Google Scholar]
- ENGLISH A, LIU K, NICOLINI J, MULLIGAN A & YE K 2013. Small-molecule trkB agonists promote axon regeneration in cut peripheral nerves. Proc Natl Acad Sci U S A, 110, 16217–16222. [DOI] [PMC free article] [PubMed] [Google Scholar]
- ENGLISH A, SCHARTZ G, W M, SABATIER M & MULLIGAN A 2007. Electrical stimulation promotes peripheral axon regeneration by enhanced neuronal neurotrophin signaling. Dev Neurobiol, 67, 158–172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- ENGLISH A, W M & CARRASCO D 2005. Neurotrophin-4/5 is required for the early growth of regenerating axons in peripheral nerves. Eur J Neurosci, 21, 2624–2634. [DOI] [PubMed] [Google Scholar]
- ENGLISH A, WILHELM J & SABATIER M 2011b. Enhancing recovery from peripheral nerve injury using treadmill training. Ann Anat, 193, 354–361. [DOI] [PMC free article] [PubMed] [Google Scholar]
- FAILLA MD, KUMAR R, PEITZMAN A, CONLEY YP, FERRELL RE & WAGNER AK 2015. Variation in the BDNF gene interacts with age to predict mortality in a prospective, longitudinal cohort with severe TBI. Neurorehabil Neural Repair, 29, 234–246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- GOOCH C, DOHERTY T, CHAN K, BROMBERG M, LEWIS R, STASHUK D, BERGER M, ANDARY M & DAUBE J 2014. Motor unit number estimation: a technology and literature review. Muscle Nerve, 50, 884–893. [DOI] [PubMed] [Google Scholar]
- GORDON T 2010. The physiology of neural injury and regeneration: the role of neurotrophic factors. J Commun Disord, 43, 265–273. [DOI] [PubMed] [Google Scholar]
- GORDON T, AMIRJANI N, EDWARDS DC & CHAN KM 2010. Brief post-surgical electrical stimulation accelerates axon regeneration and muscle reinnervation without affecting the functional measures in carpal tunnel syndrome patients. Exp Neurol, 223, 192–202. [DOI] [PubMed] [Google Scholar]
- GORDON T, BRUSHART TM, AMIRJANI N & CHAN KM 2007. The potential of electrical stimulation to promote functional recovery after peripheral nerve injury--comparisons between rats and humans. Acta Neurochir Suppl, 100, 3–11. [DOI] [PubMed] [Google Scholar]
- GORDON T & TETZLAFF W 2015. Regeneration-associated genes decline in chronically injured rat sciatic motoneurons. Eur J Neurosci, 42, 2783–91. [DOI] [PubMed] [Google Scholar]
- GORDON T, TYREMAN N & RAJI MA 2011. The basis for diminished functional recovery after delayed peripheral nerve repair. J Neurosci, 31, 5325–34. [DOI] [PMC free article] [PubMed] [Google Scholar]
- HAASTERT-TALINI K, SCHMITTE R, KORTE N, KLODE D, RATZKA A & GROTHE C 2011. Electrical stimulation accelerates axonal and functional peripheral nerve regeneration across long gaps. J Neurotrauma, 28, 661–74. [DOI] [PubMed] [Google Scholar]
- HALL D, DHILLA A, CHARALAMBOUS A, GOGOS JA & KARAYIORGOU M 2003. Sequence variants of the brain-derived neurotrophic factor (BDNF) gene are strongly associated with obsessive-compulsive disorder. Am J Hum Genet, 73, 370–376. [DOI] [PMC free article] [PubMed] [Google Scholar]
- IERACI A, MADAIO AI, MALLEI A, LEE FS & POPOLI M 2016. Brain-derived neurotrophic factor Val66Met human polymorphism impairs the beneficial exercise-induced neurobiological changes in mice. Neuropsychopharmacology. [DOI] [PMC free article] [PubMed] [Google Scholar]
- ISAACS J 2010. Treatment of acute peripheral nerve injuries: current concepts. JHand Surg Am, 35, 491–7; quiz 498. [DOI] [PubMed] [Google Scholar]
- JAISWAL PB, TUNG JK, GROSS RE & ENGLISH AW 2017. Motoneuron activity is required for enhancements in functional recovery after peripheral nerve injury in exercised female mice. J Neurosci Res. [DOI] [PMC free article] [PubMed] [Google Scholar]
- KRUEGER F, PARDINI M, HUEY ED, RAYMONT V, SOLOMON J, LIPSKY RH, HODGKINSON CA, GOLDMAN D & GRAFMAN J 2011. The role of the Met66 brain-derived neurotrophic factor allele in the recovery of executive functioning after combat-related traumatic brain injury. J Neurosci, 31, 598–606. [DOI] [PMC free article] [PubMed] [Google Scholar]
- LESSMANN V, GOTTMANN K & MALCANGIO M 2003. Neurotrophin secretion: current facts and future prospects. Prog Neurobiol, 69, 341–374. [DOI] [PubMed] [Google Scholar]
- MACGILLIVRAY TE 2003. Fibrin sealants and glues. J Card Surg, 18, 480–5. [DOI] [PubMed] [Google Scholar]
- MAJOR L, HEGEDUS J, WEBER D, GORDON T & JONES K 2007. Method of counting motor units in mice and validation using a mathematical model. J Neurophysiol, 97, 1846–1856. [DOI] [PubMed] [Google Scholar]
- MCCOMAS AJ, FAWCETT PR, CAMPBELL MJ & SICA RE 1971. Electrophysiological estimation of the number of motor units within a human muscle. J Neurol Neurosurg Psychiatry, 34, 121–31. [DOI] [PMC free article] [PubMed] [Google Scholar]
- NASCIMENTO C, PEREIRA J, PIRES DE ANDRADE L, GARUFFI M, AYAN C, KERR D, TALIB L, COMINETTI M & STELLA F 2015. Physical exercise improves peripheral BDNF levels and cognitive functions in elderly mild cognitive impairment individuals with different BDNF Val66Met genotypes. J Alzheimers Dis, 43, 81–91. [DOI] [PubMed] [Google Scholar]
- NEVES-PEREIRA M, MUNDO E, MUGLIA P, KING N, MACCIARDI F & KENNEDY JL 2002. The brain-derived neurotrophic factor gene confers susceptibility to bipolar disorder: evidence from a family-based association study. Am J Hum Genet, 71, 651–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- NOTARAS M, DU X, GOGOS J, VAN DEN BUUSE M & HILL RA 2017. The BDNF Val66Met polymorphism regulates glucocorticoid-induced corticohippocampal remodeling and behavioral despair. Transl Psychiatry, 7, e1233. [DOI] [PMC free article] [PubMed] [Google Scholar]
- NOTARAS M, HILL R & VAN DEN BUUSE M 2015. The BDNF gene Val66Met polymorphism as a modifier of psychiatric disorder susceptibility: progress and controversy. Mol Psychiatry, 20, 916–30. [DOI] [PubMed] [Google Scholar]
- PARK S, KOPPES RA, FRORIEP UP, JIA X, ACHYUTA AKH, MCLAUGHLIN BL & ANIKEEVA P 2015. Optogenetic control of nerve growth. Sci Rep, 5, 9669. [DOI] [PMC free article] [PubMed] [Google Scholar]
- PORTINCASA A, GOZZO G, PARISI D, ANNACONTINI L, CAMPANALE A, BASSO G & MAIORELLA A 2007. Microsurgical treatment of injury to peripheral nerves in upper and lower limbs: a critical review of the last 8 years. Microsurgery, 27, 455–462. [DOI] [PubMed] [Google Scholar]
- QIN L, JING D, PARAUDA S, CARMEL J, RATAN RR, LEE FS & CHO S 2014. An Adaptive Role for BDNF Val66Met Polymorphism in Motor Recovery in Chronic Stroke. J Neurosci, 34, 2493–2502. [DOI] [PMC free article] [PubMed] [Google Scholar]
- RIBASES M, GRATACOS M, ARMENGOL L, DE CID R, BADIA A, JIMENEZ L, SOLANO R, VALLEJO J, FERNANDEZ F & ESTIVILL X 2003. Met66 in the brain-derived neurotrophic factor (BDNF) precursor is associated with anorexia nervosa restrictive type. Mol Psychiatry, 8, 745–51. [DOI] [PubMed] [Google Scholar]
- ROSTAMI E, KRUEGER F, ZOUBAK S, DAL MONTE O, RAYMONT V, PARDINI M, HODGKINSON CA, GOLDMAN D, RISLING M & GRAFMAN J 2011. BDNF Polymorphism Predicts General Intelligence after Penetrating Traumatic Brain Injury. PLoS ONE, 6, e27389. [DOI] [PMC free article] [PubMed] [Google Scholar]
- SABATIER MJ, TO BN, NICOLINI J & ENGLISH AW 2011. Effect of slope and sciatic nerve injury on ankle muscle recruitment and hindlimb kinematics during walking in the rat. J Exp Biol, 214, 1007–16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- SCHOLZ T, KRICHEVSKY A, SUMARTO A, JAFFURS D, WIRTH GA, PAYDAR K & EVANS GR 2009. Peripheral nerve injuries: an international survey of current treatments and future perspectives. J Reconstr Microsurg, 25, 339–44. [DOI] [PubMed] [Google Scholar]
- SHIMIZU E, HASHIMOTO K & IYO M 2004. Ethnic difference of the BDNF 196G/A (val66met) polymorphism frequencies: the possibility to explain ethnic mental traits. Am J Med Genet B Neuropsychiatr Genet, 126b, 122–3. [DOI] [PubMed] [Google Scholar]
- SKLAR P, GABRIEL SB, MCINNIS MG, BENNETT P, LIM Y, TSAN G, SCHAFFNER S, KIROV G, JONES I, OWEN M, CRADDOCK N, DEPAULO JR & LANDER ES 2002. Family-based association study of 76 candidate genes in bipolar disorder: BDNF is a potential risk locus. Brain-derived neutrophic factor. Mol Psychiatry, 7, 579–93. [DOI] [PubMed] [Google Scholar]
- STEIN RB & YANG JF 1990. Methods for estimating the number of motor units in human muscles. Ann Neurol, 28, 487–95. [DOI] [PubMed] [Google Scholar]
- UDINA E, COBIANCHI S, ALLODI I & NAVARRO X 2011. Effects of activity-dependent strategies on regeneration and plasticity after peripheral nerve injuries. Ann Anat, 193, 347–353. [DOI] [PubMed] [Google Scholar]
- WARD PJ, CLANTON SL & ENGLISH AW 2018. Optogenetically enhanced axon regeneration: motor versus sensory neuron specific stimulation. Eur J Neurosci, 47, 294–304. [DOI] [PubMed] [Google Scholar]
- WARD PJ, JONES LN, MULLIGAN A, GOOLSBY W, WILHELM JC & ENGLISH AW 2016. Optically-induced neuronal activity is sufficient to promote functional motor axon regeneration in vivo. PLoS ONE, 11, e0154243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- WILHELM J, XU M, CUCORANU D, CHMIELEWSKI S, HOLMES T, LAU K, BASSELL G & ENGLISH A 2012. Cooperative roles of BDNF expression in neurons and Schwann cells are modulated by exercise to facilitate nerve regeneration. J Neurosci, 32, 5002–5009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- WILLAND M, HOLMES M, BAIN J, FAHNESTOCK M & DE BRUIN H 2011. Determining the effects of electrical stimulation on functional recovery of denervated rat gastrocnemius muscle using motor unit number estimation. Conf Proc IEEE Eng Med Biol Soc [DOI] [PMC free article] [PubMed] [Google Scholar]
- WOOD K, WILHELM J, SABATIER M, LIU K, GU J & ENGLISH A 2012. Sex differences in the effectiveness of treadmill training in enhancing axon regeneration in injured peripheral nerves. Dev Neurobiol, 72, 688–698. [DOI] [PMC free article] [PubMed] [Google Scholar]





