Virus-Mediated Knockdown of Nav1.3 in Dorsal Root Ganglia of STZ-Induced Diabetic Rats Alleviates Tactile Allodynia
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Diabetic neuropathic pain affects a substantial number of people and represents a major public health problem. Available clinical treatments for diabetic neuropathic pain remain only partially effective and many of these treatments carry the burden of side effects or the risk of dependence. The misexpression of sodium channels within nociceptive neurons contributes to abnormal electrical activity associated with neuropathic pain. Voltage-gated sodium channel Nav1.3 produces tetrodotoxin-sensitive sodium currents with rapid repriming kinetics and has been shown to contribute to neuronal hyperexcitability and ectopic firing in injured neurons. Suppression of Nav1.3 activity can attenuate neuropathic pain induced by peripheral nerve injury. Previous studies have shown that expression of Nav1.3 is upregulated in dorsal root ganglion (DRG) neurons of diabetic rats that exhibit neuropathic pain. Here, we hypothesized that viral-mediated knockdown of Nav1.3 in painful diabetic neuropathy would reduce neuropathic pain. We used a validated recombinant adeno-associated virus (AAV)-shRNA-Nav1.3 vector to knockdown expression of Nav1.3, via a clinically applicable intrathecal injection method. Three weeks following vector administration, we observed a significant rate of transduction in DRGs of diabetic rats that concomitantly reduced neuronal excitability of dorsal horn neurons and reduced behavioral evidence of tactile allodynia. Taken together, these findings offer a novel gene therapy approach for addressing chronic diabetic neuropathic pain.
Diabetic neuropathic pain is a chronic and often intractable condition with limited clinical treatment options and represents a major unmet medical need (1). A large body of work demonstrates that abnormal sodium channel expression in dorsal root ganglion (DRG) neurons produces hyperexcitability in these neurons that underlies neuropathic pain (2,3). Emerging evidence has demonstrated that the voltage-gated sodium channel isoform Nav1.3 has an important role in the development and maintenance of neuropathic pain (4, 5, 6). Nav1.3 is a tetrodotoxin-sensitive (TTX-S) sodium channel and produces sodium currents with rapid repriming kinetics that can contribute to neuronal hyperexcitability and enhance repetitive firing characteristics and ectopic firing in injured neurons (7,8). Although Nav1.3 is normally undetectable in adult DRG neurons, expression of this sodium channel subtype is upregulated in these cells after axotomy (that is, nerve transection) and chronic constriction injury models of neuropathic pain (4,6,7,9, 10, 11). Previous studies have shown that levels of Nav1.3 increase in DRG neurons of streptozotocin (STZ)-induced diabetic models of neuropathic pain (12). Thus, it has been posited that Nav1.3 upregulation within DRG neurons in diabetes contributes to hyperactivity of nociceptive circuits and neuropathic pain (13). Here, we hypothesize that knockdown of Nav1.3 will reduce neuropathic pain in painful diabetic neuropathy. Specific targeting of sodium channel isoforms as a strategy for treating neuropathic pain has been particularly difficult owing to the absence of validated isoform-selective small-molecule inhibitors. The advent of gene therapy has recently shown promise in the treatment of neuropathic pain, particularly the use of viral-mediated delivery of small-hairpin RNA (shRNA) constructs to knockdown target proteins (5,14). In general, gene therapy offers three major advantages: target specificity (for example, blocking of specific sodium channel isoforms), reduced incidence of adverse events or side effects, and therapeutic durability (15). We have previously demonstrated that direct injection into DRG of adeno-associated virus (AAV) vectors expressing shRNA against Nav1.3 resulted in significant knockdown of Nav1.3 expression and reduced nerve injury-induced neuropathic tactile allodynia (5). This direct-DRG injection study demonstrated the proof of principle that a gene therapy approach to pain can be used with high transduction efficiency. Intra-DRG delivery of the knockdown construct offers flexibility through its limited segmental disease-modifying effects on pain-associated behavior but is less clinically relevant because of the invasive method of delivery. In this study, we assessed the translational potential of Nav1.3 knockdown by viral-mediated delivery of AAV-shRNA-Nav1.3 in diabetic neuropathic pain. We administered the vector using a clinically relevant intrathecal injection approach, a minimally invasive technique and a more applicable delivery strategy compared with direct-DRG injection. Three weeks following intrathecal injection in diabetic rats, we observed robust viral infection of multiple DRGs along the lumbar enlargement without infection of spinal cord neurons, reduced tactile allodynia, and a concomitant decrease in nociceptive dorsal horn neuron hyperexcitability. Together, these findings demonstrate for the first time the functional relevance of Nav1.3 misexpression in diabetic neuropathic pain and provide groundwork for developing targeted gene therapy to manage chronic pain.
Materials and Methods
All experiments were performed in accordance with the National Institutes of Health Guidelines for the Care and Use of Laboratory Animals. All animal protocols were approved by the VA Connecticut Healthcare System Institutional Animal Care and Use Committee. Adult male Sprague Dawley rats (225–300 g; Harlan) were used in this study. Animals were housed in groups of two per cage and were kept in a room at a constant temperature (22°C) and relative humidity (60%) with alternating 12-h light-dark cycles. All experimental procedures were performed during the light cycle. Food and water were provided to animals ad libitum.
All animals were injected with STZ (50 mg/kg body weight, intraperitoneally [IP]; Sigma-Aldrich), as described previously (16). STZ is a pancreatic β-cell toxin that produces type I diabetes (17). Glucose levels were measured from blood samples drawn from the ventral tail vein immediately at the end of the experiment, that is, at an endpoint 3 wks after STZ injection (OneTouch Ultra glucose monitoring system; LifeScan). Diabetes mellitus was defined as hyperglycemia with blood glucose of 250 mg/dL or higher (12). All animals included in our analyses developed significant hyperglycemia according to these inclusion criteria. As expected with this STZ-induced diabetes model, diabetic animals tended to lose body weight over the 2-wk course of the experiment (18). To maintain body mass, diabetic animals were provided with supplemental liquid food on a routine basis and allowed to feed ad libitum (Ensure, 150 mg daily; Abbott Laboratories). Animals were randomly assigned to two groups: those animals injected intrathecally with control AAV-shRNA-scrambled (-Sc) or with AAV-shRNA-Nav1.3 (also see below). All animals underwent blood glucose and behavioral testing. A subpopulation of animals was used for terminal electrophysiological testing. Tissue was collected for histological processing and analysis at the end of all experiments.
siRNA Design, Cloning, and Viral Vector
The viral titers used in this study were as follows: AAV-shRNA-Sc, 7.27 × 1013 viral genomes (vg)/mL; AAV-shRNA-Nav1.3, 7.05 × 1013 vg/mL (Gene Transfer Vector Core, IA). Before the viral solutions were injected into diabetic animals, viral solutions were desalted using Slide-A-Lyser minidialysis according to manufacturer’s instructions (Thermo Scientific). Desalting was done for 1 h at 4°C immediately prior to intrathecal injections in animals.
Animals were anesthetized via exposure to 1–3% isoflurane in oxygen. A small laminectomy (∼1 mm2) was performed between lumbar levels L5 and L6 to expose the thecal sac (16,17) (Figure 1B). This allowed visual confirmation that the needle entered the intrathecal space without damaging the spinal cord. To avoid injury to the underlying spinal cord tissue, the needle was kept at midline and slowly inserted at a very shallow angle (less than 30° to the surgical table) underneath the dura. Viral particles in a 5-uL volume were injected using a 10-µL Hamilton syringe with a 32-gauge needle. After injection, the paraspinal muscles and skin were sutured closed in layers using 4.0 silk sutures.
Pain Behavioral Assays
A blinded experimenter performed all behavioral experiments. All rats were acclimatized to the behavioral testing room in three to four habituation sessions. Baseline behavioral data were recorded 1–2 d prior to STZ injection (considered d 0). Subsequent behavioral testing was performed during wk 1 and at the experimental endpoint at wk 3. For tactile withdrawal threshold assessments, rats were placed on an elevated wire grid and the lateral plantar surface of the paw of each animal was presented with a series of calibrated Von Frey filaments (Stoelting). The withdrawal threshold (determined as 50% response rate) was determined using the “up-down” method for rats (16,20). For thermal sensitivity, the plantar surface of the paw was exposed to a radiant heat source using a Hargreaves apparatus (ITC) (21). Paw withdrawal latency was then measured (with initial beam intensity adjusted for a baseline withdrawal latency of 9–11 s). Thermal withdrawal latency testing was performed 3 times per animal (with a rest interval of at least 5 min). To prevent tissue damage, the radiant heat source in the apparatus was automatically cut off at 20.5 s. For all animals, tactile and heat threshold withdrawal data were averaged within groups and then compared across groups.
Animals were anesthetized with sodium pentobarbital (40 mg/kg, IP), and a laminectomy was performed to expose the spinal lumbar enlargement. The overlying dura was carefully excised and warm mineral oil was applied over the recording area. Core body temperature was monitored with a rectal thermometer and maintained (34°C ± 2°C) using a circulating water heating pad. Recordings were obtained with a low-impedance 5-mΩ tungsten-insulated microelectrode (A-M Systems) that was positioned near the L4/L5 dorsal root entry zone. Electrical signals were amplified, filtered at 300–3,000 Hz, and processed by a data collection system (CED 1401; Cambridge Instruments). Stored recordings were analyzed offline with Spike2 software (version 7.02; Cambridge Electronic Design). Extracellular single-unit recording methods and identification of wide dynamic range (WDR) neurons have been described previously (16,18). Briefly, WDR neurons were first identified by their general response to a range of low- and high-threshold peripherally evoked stimuli (that is, light brushing with a cottontipped swap and pinching with sharp forceps) applied to each neuron’s cutaneous receptive field. Following WDR neuron identification, we mapped the cutaneous receptive field surface area of each neuron on an outline of the dorsal surface of the rat hindquarters by lightly brushing, pinching and probing with von Frey filaments (18,22). The areas of each receptive field were measured using NIH ImageJ (free software available at https://doi.org/rsbweb.nih.gov/ij/). An arbitrary standard unit for area was assigned and used for quantitative comparison between treatment groups. The following stimuli were then applied: phasic brush (PB) stimulation of the skin with a cotton applicator, compressive pressure (144 g/mm2), and increasing force (0.04, 0.16, 0.4, 0.6, 1.0, 4.0, 6.0, 15.0, 26.0 g). These stimulus modalities are reflective of human nociceptive testing (23,24). We confirmed that responses were maximal by stimulating the primary receptive field of each unit and ensured that isolated units remained stable during recording by using software wave template matching routines. The activities of 4–6 WDR units/animal were recorded from the lumbar enlargement (∼500–800-µm deep), which yielded 15–16 units/treatment group.
For analyses, an α value of p < 0.05 was used to determine significance. One-way repeated analysis of variance (ANOVA) followed by Bonferroni post hoc correction was used for analyses of tactile and heat sensitivity over the studied time course. Mann-Whitney U tests were used for treatment group comparisons at specific experimental time points. For electrophysiological data, two-tailed analyses using parametric or nonparametric tests were used, as appropriate. We used repeated measures ANOVA or Kruskal-Wallis one-way ANOVA on ranks, followed by Bonferroni or Dunn post hoc tests. Data management and statistical analyses were performed using SigmaPlot (version 12; Systat) and Microsoft Office Excel 2011. Data in the text are described as mean ± standard deviation (SD). All graphs were plotted as mean ± standard error of the mean (SEM) using SigmaPlot (version 12).
Intrathecal Injection Delivers AAV to DRG Neurons without Infecting Spinal Cord Dorsal Horn Neurons
We have previously designed and successfully utilized the AAV2/5-shRNA-Nav1.3 vector to specifically knock down Nav1.3 expression in vivo by administering this AAV vector directly to DRG neurons (that is, through an intraganglionic injection technique) (5). To further extend these studies using a minimally invasive, clinically applicable delivery method, we used an intrathecal injection approach that others have described to allow AAV to effectively transduce DRG neurons without significantly affecting pain thresholds (25,26). To confirm transduction efficiency and neuronal target specificity in our study, we analyzed spinal cord and DRG tissue collected from animals at the experimental endpoint (3 wks post-STZ injection). We quantified the percentage of GFP-positive neuronal profiles in tissue sections of L4–L5 DRGs, which contribute to the innervation of the hindquarters and hindpaw dermatomes. Using NeuN-immunopositive staining as a neuronal colocalization marker, we observed an average transduction rate of 50.3 ± 3.1% of DRG neurons (Figure 2A). To determine whether AAV infection was restricted to peripheral DRG neurons, we also performed a histological study of spinal cord tissues collected from AAV-injected animals. Three weeks after AAV injection, spinal cord tissue from the lumbar enlargement L4–L6 was processed and examined for NeuN-immunopositive cells that were colabeled with GFP-expressing cells (Figure 2B). We did not detect any NeuNimmunopositive neurons with GFP expression, an indication that intrathecal delivery of AAV2/5 did not lead to infection of neurons in the spinal cord dorsal horn. Admittedly, we cannot exclude the possibility that AAV delivered intrathecally could have infected an undetectable small number of spinal cord neurons (26). Interestingly, we observed GFP-labeled primary afferents in several regions of the spinal cord, distributed in a fibrous pattern throughout the dorsal columns, the dorsal horn, and into the ventral horn (Figure 2B; white arrows). In some tissue sections, GFP-labeled afferents appeared within the dorsal root nerve tissue (image not shown), demonstrating that infected GFP-labeled DRGs project axons into the spinal cord.
Intrathecal Injection of AAV2/5-shRNA-Nav1.3 Reduces Nav1.3 mRNA Expression in Lumbar DRGs
Nav1.3 mRNA and protein expression increase in DRGs from STZ-induced diabetic rats. To determine whether AAV2/5-shRNA-Nav1.3 delivered intrathecally can achieve Nav1.3 knockdown in vivo, we collected DRG tissue from a subpopulation of animals from the two experimental diabetic groups 3 wks post-STZ injection (control shRNA-scrambled [-Sc] or shRNA-Nav1.3) (Figure 2C). Total RNA was extracted from L4–L5 DRGs for quantification of Nav1.3 mRNA content (n = 8 ganglions/group). Relative Nav1.3 mRNA expression levels were calculated from total RNA content. Nav1.3 mRNA expression significantly decreased in DRGs collected from animals administered AAV-shRNA-Nav1.3 compared with control shRNA-Sc (p < 0.05; 18.7%). It is important to note that this analysis used complementary DNA (cDNA) prepared from whole dorsal root ganglion, which includes both infected neurons and noninfected cells (for example, noninfected neurons and glia). Thus, the observed reduction in mRNA expression is an underestimation of the actual effect of shRNA incorporation on an individual neuronal level.
Nav1.3 Knockdown Reduces Nociceptive Hyperexcitability Associated with Diabetic Neuropathic Pain
Nav1.3 Knockdown in DRG Neurons Reduces Neuropathic Tactile Allodynia in Diabetic Rats
Injection of STZ is an established model for type I diabetes mellitus in adult rats (16). We have previously demonstrated that rats injected intraperitoneally with STZ develop high blood glucose (hyperglycemia) as early as 4 d following injection (16,28). Moreover, these hyperglycemic rats exhibit a gradual reduction in tactile pain thresholds within 1 wk following STZ injection, and by the third week exhibit significant neuropathic tactile allodynia that is characteristic of painful diabetic neuropathy (16,17). In this study, all animals developed significant hyperglycemia by the experimental endpoint at 3 wks after STZ injection (blood glucose range, 293–600 mg/dL; mean, 575.6 ± 16 mg/dL; n = 27 [also see Materials and Methods]). All animals gained body mass over the 3 wk experimental time course, despite the development of hyperglycemia (baseline versus 3 wks post-STZ injection: p < 0.05; 231.4 ± 12.6 versus 264.6 ± 44.0 g).
Diabetes mellitus is a global epidemic, affecting more than 50 million individuals (16). Neuropathic pain represents a major complication of chronic diabetes, and current medical treatments have had limited effectiveness in managing diabetic neuropathic pain. Here, we sought to further address the unmet medical need of diabetic neuropathic pain using gene therapy. We have shown that Nav1.3 is upregulated within DRG neurons of STZ-induced diabetic rats, suggesting its mechanistic role in neuropathic pain (16). As a result of its biophysical properties, Nav1.3 increases the excitability of cells in which it is expressed and has been previously shown to contribute to neuropathic pain (29). We hypothesized that a gene therapy approach to knockdown Nav1.3 expression in DRG neurons would attenuate neuropathic pain in diabetic rats. To this end, we used our validated AAV-shRNA-Nav1.3 vector, which was administered to diabetic rats using a clinically applicable intrathecal injection method (7,12). Three weeks after injection, we observed robust transduction of multiple DRG neurons along the lumbar enlargement without an effect on transduction of spinal cord neurons. Functional testing in postsynaptic neurons in the spinal cord demonstrated a concomitant reduction in the excitability of the dorsal horn neurons to which DRG neurons project, and behavioral testing showed a decrease in neuropathic tactile allodynia. Taken together, our findings support a novel gene therapy strategy that specifically targets misexpressed sodium channels that contribute to diabetic neuropathic pain.
Our results demonstrate that Nav1.3 sodium channels contribute to diabetic neuropathic pain. Previous studies have shown that there is a significant and persistent increase in mRNA and protein expression of Nav1.3 within DRG neurons (25). Expression of the β3 sodium channel subunit, which forms a complex with Nav1.3, also increased in DRG neurons of STZ-induced diabetic rats, an observation consistent with the insertion of Nav1.3 into cellular membranes (5). Importantly, Nav1.3 drives a fast-recovering TTX-sensitive current (for example, the channel rapidly recovers from inactivation) and produces a “ramp response” to small stimuli, properties that support high-frequency repetitive firing in neurons associated with neuropathic pain. Despite emerging evidence that Nav1.3 may contribute to abnormal nociception, no published study has directly reported on the functional relevance of diabetic-induced Nav1.3 misexpression. We observed reduced neuronal excitability of dorsal horn neurons and reduced behavioral evidence of tactile allodynia in diabetic rats 3 wks following vector administration. These observations suggest that DRG neurons infected with AAV-shRNA-Nav1.3 had lower levels of functional Nav1.3 channels than those that received the control vector. AAV-shRNA-sc. Nav1.3 is one of multiple sodium channel isoforms expressed in DRG neurons that are TTX-S. The TTX-S sodium currents in DRG neurons, normal or diabetic, are a composite of Nav1.1, -1.3, -1.6 and -1.7. Isoform-specific blockers are unavailable for single-cell-level electrophysiology studies, and because of the dilution effect of other Nav isoforms, patch clamp studies reveal only changes in current density requiring a very large number of cells and do not identify the isoform that is knocked down. Calcium imaging, or voltage-sensitive dyes, have emerged as powerful technologies in neurophysiology, but this approach still fails to achieve the resolution necessary to detect the changes in functional expression of specific Nav isoforms. A study on Nav currents in axotomized DRG neurons (12), while detailed, documented changes in the functional expression of sodium channels but did not discern specific isoform changes, such as Nav1.3. Taken together, physiological methods lack sufficient resolution to definitively identify Nav isoforms from composite TTX-S currents in DRG neurons. Thus, in our previous gene therapy study we chose to verify the functional efficacy of the Nav1.3 knockdown construct in HEK293 cells, in which we definitively attributed changes in current density to the Nav1.3 isoform (13,30). In the present study using the same construct, we showed a decrease in Nav1.3 mRNA expression in DRG tissues following viral transduction of approximately 50% of L4–L5 DRG neurons and concomitant reductions of both dorsal horn neuron hyperexcitability and tactile allodynia. Together, our results suggest that these physiological changes in DRG neurons and in tactile allodynia are attributable, at least in part, to knockdown of Nav1.3. We did not observe a significant change in heat withdrawal sensitivity in STZ-induced diabetic animals. This finding is in agreement with other reports in the literature that have shown that STZ-induced diabetic rats exhibit no or little change in heat pain (5,13,31). However, others have shown that STZ-induced diabetes in rats can lead to the development of heat hyperalgesia (32). The discrepancy between these findings might be explained by the multiple pathological mechanisms that contribute to the development of diabetic neuropathic pain (for example, peripheral nerve damage, secondary vascular disease, hypoxia), such that even small changes in the pathogenesis of diabetes could produce large variations in specific sensory modalities, such as heat detection (16,33,34). For example, in studies that report normal thermal sensitivity, small DRG neurons with thinly myelinated Aδ fibers or unmyelinated C-fiber afferents, which carry thermal nociceptive information, may have been minimally unaffected, whereas in other cases of diabetes, C fibers may have become more substantially affected (35). Alternatively, the instrumentation and assessment used to detect the noxious heat threshold (for example, a radiant heat stimuli was used in this study) might have limited sensitivity in this assay. The Hargreaves method cannot assess subthreshold heat intensities or responses to prolonged heat exposure (36,37). Taken together, it is clear that further studies are required to firmly establish whether heat hyperalgesia is affected in an STZ model of diabetes. Nav1.3 is preferentially upregulated in larger DRG neurons that are responsible for transmitting tactile sensory information in our model of STZ-induced diabetic neuropathic pain (21,38). In agreement with published reports (12), we observed GFP-labeled afferent fibers within the intermediate zone of the dorsal horn, dorsal columns and attached nerve roots. In some cases, sparsely distributed GFP-labeled fibers were observed in the ventral horn. Together, these findings suggest that some of the AAV-infected DRG neurons were of the medium- and large-diameter range and are cells that are generally considered to carry nonnoxious, discriminatory and proprioceptive information (16). Consistent with this observation, we demonstrate that targeted knockdown of Nav1.3 expression results in reducing tactile allodynia (for example, the presence of pain from typically nonpainful stimuli). It is not surprising that AAV-shRNA injection resulted in only a partial recovery of tactile pain thresholds. Expression of other sodium channel iso-forms is upregulated in DRG neurons in the STZ-induced diabetic model of pain, for example, Nav1.7, Nav1.6 and Nav1.9 (26); these other channels may also contribute to altering the intrinsic firing properties of DRGs associated with neuropathic pain. In addition, AAV transduced only a subpopulation of DRG neurons along the lumbar enlargement—the remaining uninfected DRG cells would continue to display hyperexcitability in vivo and contribute to ongoing abnormal pain. Emerging evidence also supports a central nervous system (CNS) contribution to diabetic neuropathic pain, with upregulation of Nav1.3 expression in other regions of the CNS (for example, spinal cord dorsal horn and thalamus) following peripheral nerve or spinal cord injury (12,18,26,39). In our study, administration of AAV appeared to affect only DRG neurons, and thus other CNS nociceptive systems would continue to contribute to the pain phenotype.
In summary, our results demonstrate that intrathecal administration of AAV-mediated gene therapy is a promising therapeutic strategy. Although previous studies have targeted sodium channels in DRG neurons in models of diabetes, a lack of Nav isoform specificity has limited these studies’ translational relevance and limited their mechanistic insights into neuropathic pain. In this regard, our findings are novel, demonstrating a contribution of Nav1.3 misexpression in diabetic neuropathic pain. Moreover, by using a clinically feasible intrathecal delivery method, we have improved upon our previous viral-delivery platform. Compared with intraganglionic injections (40), the reported intrathecal injection method is rapid, less invasive, and increases the bioavailability of the vector to multiple DRG neurons, with no or negligible infection of spinal cord tissue. Importantly, our study demonstrates that intrathecal administration of AAV-mediated gene therapy is effective, which provides broad support for the utility of viral-mediated strategies to address other hyperexcitability disorders associated with chronic neuropathic diseases.
The authors declare they have no competing interests as defined by Molecular Medicine, or other interests that might be perceived to influence the results and discussion reported in this paper.
This work was supported by grants from the Nancy Taylor Foundation and the Department of Veterans Affairs (VA) Medical Research Service and Rehabilitation Research Service. AM Tan and OA Samad are funded by the Nancy Taylor Foundation. AM Tan is funded by grants from the PVA Research Foundation and the US Department of Veterans Affairs (1 IK2 RX001123-01A2). The Center for Neuroscience and Regeneration Research is a Collaboration of the Paralyzed Veterans of America with Yale University. We thank Pamela Zwinger, Shujun Liu, and Peng Zhao for their excellent technical assistance.
- 11.Yin R, et al. (2015) Voltage-gated sodium channel function and expression in injured and uninjured rat dorsal root ganglia neurons. Int. J. Neurosci. 2015, Apr 7 [Epub ahead of print].Google Scholar
- 17.Morrow TJ. (2004) Animal models of painful diabetic neuropathy: the STZ rat model. Curr. Protoc. Neurosci. Chapter 9:Unit 9.18.Google Scholar
- 29.Setacci C, de Donato G, Setacci F, Chisci E. (2009) Diabetic patients: epidemiology and global impact. J. Cardiovasc. Surg. 50:263–73.Google Scholar
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