Summary
Although deep brain electrical stimulation can alleviate the motor symptoms of Parkinson's disease (PD), just a small fraction of PD patients can take advantage of this procedure due to its invasive nature. A significantly less invasive method - epidural spinal cord stimulation (SCS) – has been suggested as an alternative approach for symptomatic treatment of PD. However, the mechanisms underlying motor improvements through SCS are unknown. Here, we show that SCS reproducibly alleviates motor deficits in a primate model of PD. Simultaneous neuronal recordings from multiple structures of the cortico-basal ganglia-thalamic loop in PD monkeys revealed abnormal highly synchronized neuronal activity within each of these structures and excessive functional coupling among them. SCS disrupted this pathological circuit behavior in a manner that mimics the effects caused by pharmacological dopamine replacement therapy or deep brain stimulation. These results suggest that SCS should be considered as an additional treatment option for PD-patients.
Introduction
Chronic electrical stimulation of subcortical brain structures, a procedure known as deep-brain stimulation (DBS), has become an important complement to dopamine replacement therapy in the symptomatic treatment of Parkinson's disease (PD) (Benabid et al., 1987). However, partially because of the highly invasive nature of this surgical procedure (Morgante et al., 2007) and its need for additional complex and costly technologies, only a small fraction of all PD patients that could possibly benefit from this therapy are actually eligible for implantation. In this context, the recent demonstration that electrical epidural spinal cord stimulation (SCS) alleviates akinesia in rodent models of PD (Fuentes et al., 2009) and reduces motor symptoms in patients (Agari and Date, 2012; Fénelon et al., 2011; Hassan et al., 2013; Landi et al., 2012) is a significant finding since SCS, unlike DBS, is minimally invasive. Following the initial report on rodent PD-models, SCS has been evaluated for treatment of PD in a few clinical case studies. Results of these studies range from no measurable improvements in two patients (Thevathasan et al., 2010) to significant symptomatic relief (Agari and Date, 2012; Fénelon et al., 2011; Hassan et al., 2013; Landi et al., 2012) in 19 patients. More importantly, in some cases SCS achieved PD symptom relief equivalent to the best effects obtained by pharmacological treatment (Fénelon et al., 2011). At present, the underlying causes for the different outcomes in these preliminary clinical studies are not known, but variations in electrode design, spinal cord implantation location, and choice of stimulation parameters have been suggested as possible contributing factors (Fuentes et al., 2010; Nicolelis et al., 2010). One way to optimize the application of this potential therapy for PD is to establish what neurophysiological changes are associated with the relief of symptoms, and to evaluate how these changes can be most effectively induced. Here, we have addressed these questions by characterizing the behavioral and neurophysiologic SCS effects in 6-OHDA (6-hydroxydopamine) lesioned marmoset monkeys (Callithrix jacchus), a primate model of PD.
Results and Discussion
Using previously described procedures (Annett et al., 1992; Mitchell et al. 1995), five adult male marmosets were rendered parkinsonian through 6-OHDA stereotactic micro-injections in the medial forebrain bundle (MFB) of either one (n=2) or both hemispheres (n=3). Injections resulted in neurodegeneration of the midbrain dopaminergic neurons projecting to the forebrain in the lesioned hemispheres, as assessed post mortem through immunohistochemical quantification of tyrosine hydroxylase (Figure S1). In lesioned animals, the number of dopaminergic neurons in the midbrain was reduced to 42±23% of the values observed in control animals. In addition, axonal terminal staining density in the caudate-putamen decreased to 44±10% of the levels seen in normal subjects. Severity of Parkinsonism was regularly examined in all marmosets using manual scoring of a wide range of clinical signs/deficits (see Supplemental Experimental Procedures and Movie S1 for details) and automated quantification of spontaneous motor behavior. On average, spontaneous locomotion was reduced to about a fourth of pre-lesion activity, and PD-signs approached the maximum score (mean±SD: 75±29%) in all the eight categories assessed (Bankiewicz et al., 2001; Verhave et al., 2009).
Once PD clinical signs had been confirmed, animals were implanted with bipolar epidural SCS electrodes positioned symmetrically over the dorsal midline of the spinal cord at high thoracic level (T3-T4). Four of the five animals (two with bilateral and two with unilateral MFB lesions) were also chronically implanted with microelectrode arrays/bundles in both hemispheres for subsequent record of neuronal ensemble activity (both single units and LFPs; Figure S2). These implants targeted multiple structures in each animal, including: the primary motor cortex (MI), putamen (Put), the sub-thalamic nucleus (STN), globus pallidus pars externa (GPe) and interna (GPi), and the ventrolateral (VL) and ventral posterolateral (VPL) thalamic nuclei. In the two unilateral-lesion animals, instead of globus pallidus, parts of primary somatosensory cortex (SI) were implanted. Prior to SCS, all animals were also subjected to acute pharmacological inhibition of dopamine synthesis (s.c. injections of alpha-methyl-ptyrosine [AMPT] 2×240mg/kg) to further aggravate the PD signs.
To avoid SCS current intensities that could be experienced as uncomfortable, before each stimulation session the intensity of each stimulation frequency was adjusted and set to 1.7 times the minimum intensity at which any behavioral response could be consistently detected (small postural changes, head or neck movements). Overall, as previously reported in rodents (Fuentes et al., 2009), we observed that SCS induced a clear alleviation of motor impairment in monkeys that exhibited severe clinical PD signs. Because the stimulation frequencies used in this study (range 4-300 Hz) proved equally effective, the analysis of the SCS effects, both behavioral and electrophysiological, were performed by pooling all the frequencies, unless otherwise stated. All recordings/stimulation sessions were performed in freely behaving animals in a transparent acrylic box. Based on our automated image analysis of digital videos obtained from multiple cameras during neuronal recording sessions, SCS induced a 221% increase in general motility of trunk, head, limbs and tail (p<0.05, Wilcoxon signed rank test, Figure 1A), a 192% increase in the frequency of bouts of spontaneous locomotion (p<0.001, two-proportional z-test, Figure 1B) and a 144% increase in the duration of locomotion periods (p<0.05, Wilcoxon rank sum test, Figure 1C). These improvements resulted in a 243% increase in the total distance covered (p<0.05, Wilcoxon rank sum test, Figure 1D) by the monkeys. Remarkably, SCS induced a preferential increase in the fraction of faster locomotion components indicating a specific reduction of bradykinesia, (p<0.05, Kolmogorov-Smirnov test of difference in speed histogram distributions, Figure 1E). Overall, the resulting distance covered in locomotive behavior was practically normalized by SCS (on average 91% of intact values, but locomotion differed somewhat in that stimulated animals tended to extend bout duration [628%] while reducing the frequency [11%] compared to the intact state). The improvements in motor disability were also assessed by an observer blinded to stimulation conditions that rated specific clinical signs, such as freezing, hypokinesia, bradykinesia, coordination, gait, posture, and gross and fine motor skills, during the OFF and ON periods. The motor deficits that exhibited the highest reduction during SCS were freezing (31%), hypokinesia (23%), posture (23%) and bradykinesia (21%). Overall, the PD-score showed on average a significant reduction of 18.4 ± 13.9%(p<0.001, Wilcoxon signed rank sum test [including all five subjects], Figure 1F; Figure S3).
In addition to the general clinical improvements observed in all monkeys, in a few instances SCS resulted in an extraordinary functional recovery. An example of this is shown in Figure 1G, where a severely parkinsonian animal, who reached the maximum PD score on all clinical signs rated, showed a dramatic improvement during SCS. This allowed the animal to find and retrieve a food item with no difficulty whatsoever (See Movie S2).
Chronic, multi-site neuronal extracellular activity was analyzed both in terms of changes in single neuron's firing patterns and at the level of local field potentials (LFPs). We observed that SCS induced changes in neural populations throughout the cortico-basal ganglia-thalamic loop in parkinsonian animals (Figure 2A). As shown in Figures 2B and 2C, the most noticeable effect was the suppression of LFP power in a frequency interval roughly spanning the beta-band (8-20 Hz), which was abnormally strong in all PD monkeys (respective peak power frequencies for the four subjects were 10, 11, 12, and 15 Hz; Figure S4) (Stein and Bar-Gad, 2013). This suppression of LFP oscillations was observed in all animals and, notably, in all parts of the cortico-basal ganglia-thalamic loop (although it did not reach significance level, p<0.05, in GPe when comparing averaged power spectra; Figures 2B and 2C, p<0.05, Wilcoxon rank sum test on band power 8-20 Hz). In agreement with the behavioral effects, beta suppression could be obtained using both low- and high-frequency SCS paradigms with approximately equal efficacy (average LFP power spectra ON/OFF stimulation for all animals and frequencies are presented in Figure 2B).
Next, we examined the effects of SCS on single unit activity. Overall, about one third of the neurons recorded in the lesioned hemispheres displayed significant changes in firing rates associated with SCS. In contrast to the effect on LFP and motor behavior, SCS modulation of neuronal firing rate differed markedly according to the stimulation frequency (Figure 3A). While stimulation at low-frequencies (4-20 Hz) caused mostly excitatory neuronal responses, inhibitory firing modulation predominated during high-frequency stimulation (80-300 Hz; Pearson correlation between the ratio of inhibitory/excitatory responses and stimulation frequency was: MI, r=0.96, p<0.01; PU, r=0.74, p<0.05; VP, r=0.94, p<0.01; VL, r=0.76, p<0.05; STN, r=0.92, p<0.01; GPe and GPi not significant, Figure 3B).
Consistent with the LFP oscillatory activity, we observed a large fraction of neurons with beta oscillatory firing in the OFF period (Figure 3C) that was partially suppressed during the SCS ON period (Figure 3D and 3E). In total, 152 neurons out of 273 (56%) from the lesioned hemispheres displayed significant beta-range (8-16 Hz) rhythmic firing patterns during the OFF periods (p<0.01, as compared to spectra computed from equivalent random spike trains). Of these 152 neurons, 39 (26%) significantly decreased their beta rhythmicity during the SCS ON period. The change in beta power for all units with significant rhythmic activity in the beta range is summarized in Figure 3F.
Taken altogether, these data suggest that SCS-induced motor deficit relief is primarily associated with the disruption of synchronized oscillatory activity rather than with specific changes in firing rate. However, because cortico-basal ganglia activity is known to be strongly influenced by behavioral state, neurophysiologic changes could also result, to some extent, from secondary changes in animal motor behavior. Therefore, to further clarify how SCS induces neurophysiologic changes that may cause symptomatic relief, we compared the neuronal activity patterns from the lesioned hemisphere during SCS, in the two hemi-lesioned animals, to either the patterns of the intact hemisphere or to the lesioned hemisphere following L-DOPA treatment (s.c. 15 mg/kg with Benserazide 6.25 mg/kg). Recordings were split into 4 second epochs that were classified as either active or inactive states based on automatically quantified motor activity. To facilitate comparisons between states, two separate indices were constructed. First, two vectors were created summarizing the mean differences [parkinsonian vs. intact state] and [parkinsonian vs. L-DOPA treated state], respectively, in two multi-dimensional parameter spaces - spectral LFP power and firing rate per structure. Each recorded epoch could then be represented as a point in the parameter spaces and be quantitatively compared to the intact or L-DOPA treated state by geometrical projection onto these vectors. Using this metric, it was evident that SCS treatment caused a shift towards healthy brain activity patterns resembling the effect of L-DOPA treatment. This effect was observed only for the analysis of LFP spectral power and not for neuronal firing rates (Figure S5). Importantly, this shift could not be explained as a secondary effect due to an active or inactive behavioral state since a two-way ANOVA, employed to estimate the relative effect-size of SCS compared to that of behavioral state, showed that only 2.9%and 0.8% of the total variance (eta-squared; using the metric for the intact and L-DOPA treated state, respectively) could be attributed to behavioral state change, whereas the effect of SCS treatment explained 13.4% and 10.8% of the total variance.
Consequently, the main effect shared by both SCS and L-DOPA treatment appears to be the suppression of the excessive neuronal population synchronization associated with the parkinsonian state. Although it is not clear how coordinated low-frequency activity patterns arise in PD, it is possible that an altered functional coupling between the circuit elements of the cortico-basal ganglia-thalamic loop may be a key underlying factor (Williams et al., 2002). To test this idea, we computed the coherence of the LFP signals between pairs of different neural structures as an indirect measure of their functional connectivity. In the 6-OHDA lesioned dopamine-depleted hemispheres, we found strong coherence between pairs of structures, but only in the parkinsonian low-frequency range (8-15 Hz) (Fig. 4a, black traces). Importantly, like the L-DOPA treatment, SCS reduced the beta coherence (Fig. 4a red trace), leading to a significant functional decoupling between the different structures. This suggests that SCS brings the functional connectivity of the cortico-basal ganglia-thalamic circuit closer to the normal state of the intact brain. Indeed, this decoupling of parkinsonian LFP oscillations in the beta band was observed between all the recorded structures and was found to be very similar following L-DOPA and SCS (Fig. 4b).
To further explore the underlying mechanisms whereby SCS alters network activity, we recorded neural activity while delivering single or pairs of SCS pulses. These recordings showed that primary somatosensory pathways (VPL and SI) are activated early by SCS and that a disruption of beta oscillations through a phase-reset mechanism appears to cause the observed wide-spread desynchronization in the beta band (Figures S6-S8; Fuentes et al. 2010; Popovych and Tass, 2012).
In conclusion, we observed that SCS caused clear clinical improvements in a primate model of PD (comparable to, for example, the reported long-term reduction in UPDRS III score by DBS, ~28%, Follet et al 2010) and in particular for motor signs known to be difficult to treat with DBS. These include deficits in posture, gait and speed of locomotion (Krack and Batir, 2003). Concurrent multi-site neuronal recordings showed that significant behavioral improvements induced by SCS were strongly associated with desynchronization of neuronal activity within the cortico-basal ganglia circuitry and reduction in beta-frequency coherence between structure pairs. We therefore propose that SCS should be further tested in clinical studies aimed at measuring its long-term efficacy as a less invasive, long-term therapy for PD patients.
Experimental Procedures
Five adult male common marmosets (Callithrix jacchus) 300-550g were used in the study. The animals were housed in pairs in cages (1.0 × 1.0 × 2.3 m) in a vivarium with natural light cycle (12/12 hours) and outdoor temperature. All animal procedures were carried out according to approved protocols by AASDAP Ethics Committee and strictly in accordance with the National Institute of Health Guide for the Care and Use of Laboratory Animals (NIH Publications No. 80-23). This project was approved by SISBIO/Brazilian Institute of Environment and Natural Resources under No. 20795-2.
Neurotoxic lesions were inflicted under deep anesthesia. Two μl of 6-OHDA solution (4mg/mL, 0.05% ascorbic acid, saline) were injected into the medial forebrain bundle in (AP/ML/DV): 6.5/1.2/6.0; 6.5/1.2/7.0; 6.5/2.2/6.5; 6.5/2.2/7.5; 6.5/3.2/8.0 (Annett et al., 1992). AP-coordinates were scaled according to the dimensions of the skull of each animal (Stephan et al., 1980).
The following parkinsonian symptoms were assessed in the transparent acrylic box: episodes of freezing, uncoordinated gait, difficulty using fine motor skills, episodes of bradykinesia, hypokinesia, balance impairment, and posture. The assessment methods were based on previously described procedures (Bankiewicz et al., 2001; Campos-Romo et al., 2009; Fahn and Elton, 1987; Verhave et al., 2009) and are thoroughly described in the Supplemental Information. Automatic motion tracking was performed using custom developed software in MATLAB.
Local field potentials (LFPs) and action potentials were recorded using a multi-channel recording system (Plexon Inc.).
Analyses of recorded signals were performed according to previously described methods (Fuentes et al., 2009a; Halje et al., 2012).
The position of the recording electrode positions and the extent of dopaminergic lesions were verified through quantitative tyrosine hydroxylase staining in all animals.
Supplementary Material
Highlights.
Spinal cord stimulation restores motor-function in severely parkinsonian primates
Parkinsonism is associated with aberrant basal ganglia functional connectivity
Levodopa treatment and spinal cord stimulation have common physiological effects
Acknowledgments
We are thankful to Tobias Palmér for developing the video tracking software used for automatic quantification of locomotor behavior; Jim Meloy and Gary Lehew for building recording electrodes, Ivani Brys for statistical discussion, Carlos Eduardo Idalino for support with data analysis, Pedro Calvacanti for support in IHC, and Marcelo Carvalho for technical support. This research was supported by The Michael J. Fox Foundation for Parkinson's Research; FINEP 01.06.1092.00; INCEMAQ – Program of National Institutes of Science and Technology of CNPq/MCT; The Swedish Research Council [#325-2011-6441]; Swedish Society for Medical Research; the Olle Engkvist, Parkinson Research, Crafoord, Åke Wiberg, Magnus Bergvall, Kockska and Segerfalk Foundation; NIH Transformative award (R01-NS073125-03). M.S, H.S, P.H., R.F , P.P, and M.A.L.N. designed the experiments; M.S, H.S, R.F., and P.P performed the surgeries; M.S. conducted experiments; M.S. and M.F. performed immunohistochemistry; M.S., P.H., U.R., P.P., R.F., and M.A.L.N. analyzed the data, M.S., P.H, U.R, P.P., R.F., and M.A.L.N. wrote the paper.
References
- Agari T, Date I. Spinal cord stimulation for the treatment of abnormal posture and gait disorder in patients with Parkinson's disease. Neurol. Med. Chir. (Tokyo) 2012;52:470–474. doi: 10.2176/nmc.52.470. [DOI] [PubMed] [Google Scholar]
- Annett LE, Rogers DC, Hernandez TD, Dunnett SB. Behavioural analysis of unilateral monoamine depletion in the marmoset. Brain. Pt. 1992;1153:825–856. doi: 10.1093/brain/115.3.825. [DOI] [PubMed] [Google Scholar]
- Bankiewicz KS, Sanchez-Pernaute R, Oiwa Y, Kohutnicka M, Cummins A, Eberling J. Current Protocols in Neuroscience. John Wiley & Sons, Inc.; 2001. Preclinical Models of Parkinson's Disease. [DOI] [PubMed] [Google Scholar]
- Benabid AL, Pollak P, Louveau A, Henry S, de Rougemont J. Combined (thalamotomy and stimulation) stereotactic surgery of the VIM thalamic nucleus for bilateral Parkinson disease. Appl Neurophysiol. 1987;50:344–346. doi: 10.1159/000100803. [DOI] [PubMed] [Google Scholar]
- Campos-Romo A, Ojeda-Flores R, Moreno-Briseño P, Fernandez-Ruiz J. Quantitative evaluation of MPTP-treated nonhuman parkinsonian primates in the HALLWAY task. J. Neurosci. Methods. 2009;177:361–368. doi: 10.1016/j.jneumeth.2008.10.026. [DOI] [PubMed] [Google Scholar]
- Fahn S, Elton RL. Unified Parkinsons Disease Rating Scale. Recent Dev. Park. Dis. 1987;2:153–163. [Google Scholar]
- Fénelon G, Goujon C, Gurruchaga J-M, Cesaro P, Jarraya B, Palfi S, Lefaucheur J-P. Spinal cord stimulation for chronic pain improved motor function in a patient with Parkinson's disease. Parkinsonism Relat. Disord. 2012;18:213–214. doi: 10.1016/j.parkreldis.2011.07.015. [DOI] [PubMed] [Google Scholar]
- Follett KA, Weaver FM, Stern M, Hur K, Harris CL, Luo P, Marks WJ, Rothlind J, Sagher O, Moy C, et al. Pallidal versus subthalamic deep-brain stimulation for Parkinson's disease. N. Engl. J. Med. 2010;362:2077–2091. doi: 10.1056/NEJMoa0907083. [DOI] [PubMed] [Google Scholar]
- Fuentes R, Petersson P, Siesser WB, Caron MG, Nicolelis MAL. Spinal cord stimulation restores locomotion in animal models of Parkinson's disease. Science. 2009;323:1578–1582. doi: 10.1126/science.1164901. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fuentes R, Petersson P, Nicolelis M. a L. Restoration of locomotive function in Parkinson's disease by spinal cord stimulation: mechanistic approach. Eur. J. Neurosci. 2010;32:1100–1108. doi: 10.1111/j.1460-9568.2010.07417.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Halje P, Tamte M, Richter U, Mohammed M, Cenci M. a., Petersson P. Levodopa-Induced Dyskinesia Is Strongly Associated with Resonant Cortical Oscillations. J. Neurosci. 2012;32:16541–16551. doi: 10.1523/JNEUROSCI.3047-12.2012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hassan S, Amer S, Alwaki A, Elborno A. A patient with Parkinson's disease benefits from spinal cord stimulation. J. Clin. Neurosci. 2013 doi: 10.1016/j.jocn.2012.08.018. [DOI] [PubMed] [Google Scholar]
- Krack P, Batir A. Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease. N. Engl. J. Med. 2003;349:1925–1934. doi: 10.1056/NEJMoa035275. [DOI] [PubMed] [Google Scholar]
- Landi A, Trezza A, Pirillo D, Vimercati A, Antonini A, Sganzerla E, Pietro Spinal Cord Stimulation for the Treatment of Sensory Symptoms in Advanced Parkinson's Disease. Neuromodulation. 2012 doi: 10.1111/ner.12005. 2012. [DOI] [PubMed] [Google Scholar]
- Mitchell IJ, Hughes N, Carroll C, B.J. Reversal of parkinsonian symptoms by intrastriatal and systemic manipulations of excitatory amino acid and dopamine transmission in the bilateral 6-OHDA lesioned marmoset. Behav. Pharmacol. Pharmacol. 1995;6:492–507. [PubMed] [Google Scholar]
- Morgante L, Morgante F, Moro E, Epifanio A, Girlanda P, Ragonese P, Antonini A, Barone P, Bonuccelli U, Contarino MF, et al. How many parkinsonian patients are suitable candidates for deep brain stimulation of subthalamic nucleus? Results of a questionnaire. Parkinsonism Relat. Disord. 2007;13:528–531. doi: 10.1016/j.parkreldis.2006.12.013. [DOI] [PubMed] [Google Scholar]
- Nicolelis MA, Fuentes R, Petersson P, Thevathasan W, Brown P. Spinal cord stimulation failed to relieve akinesia or restore locomotion in Parkinson disease. Neurology. 2010;75:1484. doi: 10.1212/WNL.0b013e3181f46f10. author reply 1484–5. [DOI] [PubMed] [Google Scholar]
- Popovych OV, Tass PA. Desynchronizing electrical and sensory coordinated reset neuromodulation. Front. Hum. Neurosci. 2012;6:58. doi: 10.3389/fnhum.2012.00058. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stein E, Bar-Gad I. β oscillations in the cortico-basal ganglia loop during parkinsonism. Exp. Neurol. 2013;245:52–59. doi: 10.1016/j.expneurol.2012.07.023. [DOI] [PubMed] [Google Scholar]
- Stephan H. (Heinz), Baron G. (Georg), Schwerdtfeger W.K. (Walter K. The brain of the common marmoset (Callithrix jacchus) : a stereotaxic atlas. 1980 [Google Scholar]
- Verhave PS, Vanwersch R. a. P., van Helden HPM, Smit AB, Philippens IHCHM. Two new test methods to quantify motor deficits in a marmoset model for Parkinson's disease. Behav. Brain Res. 2009;200:214–219. doi: 10.1016/j.bbr.2009.01.022. [DOI] [PubMed] [Google Scholar]
- Williams D, Tijssen M, Van Bruggen G, Bosch A, Insola A, Di Lazzaro V, Mazzone P, Oliviero A, Quartarone A, Speelman H, et al. Dopamine- dependent changes in the functional connectivity between basal ganglia and cerebral cortex in humans. Brain. 2002;125:1558–1569. doi: 10.1093/brain/awf156. [DOI] [PubMed] [Google Scholar]
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