- 1School of Behavioral and Brain Sciences, University of Texas at Dallas, Richardson, TX, United States
- 2Texas Biomedical Device Center, University of Texas at Dallas, Richardson, TX, United States
- 3Erik Jonsson School of Engineering and Computer Science, University of Texas at Dallas, Richardson, TX, United States
Vagus nerve stimulation (VNS) delivered during motor rehabilitation enhances recovery from a wide array of neurological injuries and was recently approved by the U.S. FDA for chronic stroke. The benefits of VNS result from precisely timed engagement of neuromodulatory networks during rehabilitative training, which promotes synaptic plasticity in networks activated by rehabilitation. Previous studies demonstrate that lesions that deplete these neuromodulatory networks block VNS-mediated plasticity and accompanying enhancement of recovery. There is a great deal of interest in determining whether commonly prescribed pharmacological interventions that influence these neuromodulatory networks would similarly impair VNS effects. Here, we sought to directly test the effects of three common pharmaceuticals at clinically relevant doses that target neuromodulatory pathways on VNS-mediated plasticity in rats. To do so, rats were trained on a behavioral task in which jaw movement during chewing was paired with VNS and received daily injections of either oxybutynin, a cholinergic antagonist, prazosin, an adrenergic antagonist, duloxetine, a serotonin-norepinephrine reuptake inhibitor, or saline. After the final behavioral session, intracortical microstimulation (ICMS) was used to evaluate reorganization of motor cortex representations, with area of cortex eliciting jaw movement as the primary outcome. In animals that received control saline injections, VNS paired with training significantly increased the movement representation of the jaw compared to naïve animals, consistent with previous studies. Similarly, none of the drugs tested blocked this VNS-dependent reorganization of motor cortex. The present results provide direct evidence that these common pharmaceuticals, when used at clinically relevant doses, are unlikely to adversely impact the efficacy of VNS therapy.
Introduction
Vagus nerve stimulation (VNS) paired with rehabilitation has emerged as a therapeutic strategy to enhance recovery in a range of neurological disorders, including stroke (Khodaparast et al., 2013, 2014; Hays et al., 2014b,2016; Dawson et al., 2016, 2021; Kilgard et al., 2018; Kimberley et al., 2018; Meyers et al., 2018; Pruitt et al., 2021), traumatic brain injury (Pruitt et al., 2016b), neuropathy (Meyers et al., 2019; Darrow et al., 2020a,2021), spinal cord injury (SCI; Ganzer et al., 2018; Darrow et al., 2020b; Kilgard et al., 2021), and post-traumatic stress disorder (PTSD; George et al., 2008; Pena et al., 2014; Noble et al., 2017; Kilgard et al., 2020; Souza et al., 2020). Following a recently completed pivotal study, VNS paired with rehabilitation has received United States FDA approval as the first neuromodulation therapy for chronic stroke (Dawson et al., 2021; FDA, 2021).
VNS-dependent enhancement of recovery is attributed to synaptic plasticity in central networks activated by rehabilitation (Porter et al., 2012; Hulsey et al., 2016, 2019; Meyers et al., 2018; Morrison et al., 2019, 2021; Tseng et al., 2020). VNS rapidly activates cholinergic, noradrenergic, and serotonergic systems (Dorr, 2006; Roosevelt et al., 2006; Nichols et al., 2011; Hulsey et al., 2017). Coincident release of these pro-plasticity neuromodulators coupled with neural activity during rehabilitation promotes synaptic plasticity in task-specific activated circuits, leading to the strengthening of pathways mediating recovery (Dorr, 2006; Roosevelt et al., 2006; Seol et al., 2007; He et al., 2015; Hulsey et al., 2017).
As VNS-based therapies begin to translate into clinical studies and clinical practice, there is a growing interest in evaluating factors that may influence therapeutic efficacy. Individuals that may benefit from VNS-paired rehabilitation are commonly prescribed medications for issues directly stemming from their specific neurological injuries, related comorbidities, or other unrelated conditions. For example, one of the most common disabilities after SCI is urinary incontinence, for which the anti-cholinergic muscarinic receptor antagonist oxybutynin is often prescribed. Prazosin, an adrenergic alpha-receptor antagonist, is commonly prescribed for hypertension after stroke and to alleviate sleep disturbances in those with PTSD. Duloxetine, a serotonin norepinephrine reuptake inhibitor (SNRI) used to treat major depressive disorder, generalized anxiety disorder, and neuropathic pain, is commonly prescribed to treat symptoms of stroke, neuropathy, SCI, and PTSD.
All of these medications share a common feature: they target neuromodulatory systems driven by VNS therapy. Function of the cholinergic system is critical for VNS-mediated plasticity, as total depletion of acetylcholine in the forebrain prevents VNS-mediated plasticity (Hulsey et al., 2016) and consequently enhancement of recovery (Meyers et al., 2019). Similarly, depletion of noradrenergic and serotonergic transmission in central networks prevents VNS-dependent enhancement of plasticity (Hulsey et al., 2019). Based on their mechanisms of action, it is possible that medications that target these neuromodulatory networks may blunt the efficacy of VNS therapy in patients. Alternatively, the common clinical doses of these medications may not reach a level high enough to substantially impair VNS-dependent effects on the central nervous system. Because these medications are often crucial to maintaining quality of life for those who take them, a clear understanding of how clinically relevant doses of these drugs is critical to the clinical implementation of VNS-based therapies. Here, we sought to directly address this point by testing the effects of several common drugs at clinically relevant doses on VNS-mediated plasticity.
Materials and Methods
Subjects
Fifty-one female Sprague Dawley rats weighing approximately 250 grams were used in this study (Charles River Labs, Wilmington, MA, United States). All rats were housed in a reversed 12:12 h light-dark cycle. Rats that underwent behavioral training were food restricted on weekdays during shaping and training with ad libitum access to food on weekends. All rats were maintained at or above 85% body weight. All handling, housing, stimulation, and surgical procedures were approved by The University of Texas at Dallas Institutional Animal Care and Use Committee.
Behavioral Training
Rats were trained on a simple automated behavioral task that allowed triggering of VNS during chewing (Morrison et al., 2020, 2021; Figure 1A). The behavioral training apparatus consisted of an acrylic cage with a nosepoke food dispenser at one end. A food pellet (45 mg dustless precision pellet, BioServ, Frenchtown, NJ, United States) was delivered to the food dispenser (Figure 1B). An infrared beam sensor positioned in the food dispenser was used to determine when the rat entered the nosepoke to retrieve the food pellet. Upon breaking the infrared beam, another pellet was dispensed after an 8 s delay. Additionally, in the appropriate groups, VNS was triggered 3 s after beam break. This stimulation timing results in reliable delivery of VNS during chewing (Morrison et al., 2020). Each behavioral session continued until either 100 pellets had been dispensed, or until 1 h had elapsed. Rats received a supplement of approximately 100 food pellets if they did not receive at least 100 pellets in a day to maintain weight.
Figure 1. Behavioral task and experimental design. (A) Experimental timeline. (B) Illustration of a rat performing the behavioral task. A stimulating cable plugged into a headmount-connector, the subcutaneous stimulation leads and nerve cuff, and the vagus nerve are shown. A feeder dispenses food pellets into a nosepoke and an infrared beam monitors movement into and out of the nosepoke. Stimulation occurs no faster than once every 8 s. Groups received VNS paired with behavioral training and daily injections of either oxybutynin (Oxy), prazosin (Praz), duloxetine (Dulox), or saline (Veh). Injections were given 1 h before the start of daily training. Injections during training are indicated by downward facing triangles.
Rats performed the task twice per day, 5 days per week, with daily sessions separated by at least 1 h. Rats were trained on the task until they reliably consumed 100 pellets within 1 h each session. Rats were then implanted with a VNS cuff and recovered for 7 days in their home cage with ad libitum access to food and water. Seven days after surgery, rats were randomly allocated to one of four groups to receive 10 additional training sessions over 5 days. During these additional training sessions, groups received VNS and daily injections of either oxybutynin, prazosin, duloxetine, or saline. Drug or vehicle injections were delivered approximately 1 h before first behavioral training session. Twenty-four hours after the conclusion of behavioral training, all rats underwent ICMS motor cortex mapping (Figure 1A).
Surgical Implantation
All surgeries were performed using aseptic technique under general anesthesia. Rats were implanted with a stimulating cuff on the left cervical vagus nerve as described in previous studies (Khodaparast et al., 2013, 2014; Hays et al., 2014a,b; Morrison et al., 2019). Rats were anesthetized with ketamine hydrochloride (50 mg/kg, i.p.), xylazine (20 mg/kg, i.p.), and acepromazine (5 mg/kg, i.p.), and were placed in a stereotaxic apparatus. An incision was made down the midline of the head to expose the skull. Bone screws were inserted into the skull at points surrounding the lamboid suture and over the cerebellum. A two-channel connector was mounted to the screws using acrylic. The rat was then removed from the stereotactic apparatus and placed in a supine position.
An incision was made on the left side of the neck and the overlying musculature was blunt dissected to reveal the left cervical vagus nerve. The nerve was gently dissected away from the carotid artery. A cuff electrode was implanted surrounding the vagus nerve, and the cuff was closed with a suture knot around the nerve, securing it in place. Leads were tunneled subcutaneously to connect with the two-channel connector mounted on the skull. Nerve activation was confirmed by observation of a ≥5% drop in blood oxygen saturation in response to a 10 s stimulation train of VNS, as in previous studies (Morrison et al., 2019, 2020, 2021). The head and neck incisions were then sutured, and rats received subcutaneous injections of 4 mL 50:50 0.9% saline 5% dextrose solution. A 7 day recovery period followed surgery during which animals did not perform behavioral training. All behaviorally trained rats underwent implantation procedures. Consistent with previous studies, the bipolar, circumferential nerve cuff was composed of a 2.5 mm long, 1 mm inner diameter polyurethane tube. Two platinum-iridium contact electrodes with 270 degrees of coverage spaced approximated 1 mm apart were affixed inside the nerve cuff (Rios et al., 2019; Sanchez et al., 2020).
Vagus Nerve Stimulation
Upon return to behavioral testing after surgery, rats were randomly assigned to groups to receive motor training paired with VNS and daily injections of oxybutynin (n = 8), prazosin (n = 8), duloxetine (n = 8), or saline (n = 9). In the initial sessions after implantation, no stimulation was delivered in any group while rats were allowed to acclimate to being attached to stimulating cables until they reliably consumed 100 pellets in a 1 h session. Acclimation lasted approximately 3 ± 2 days. Once acclimated, rats then underwent 5 days of training and received treatment according to their group. VNS was triggered 3 s after nosepoke beam break once a pellet had been dispensed during behavioral training, resulting in stimulation that was consistently delivered during chewing of the pellet (Morrison et al., 2020). Each 0.5 s stimulation train consisted of 100 μs biphasic pulses delivered at 30 Hz at an intensity 0.8 mA, parameters known to maximize VNS-mediated effects (Borland et al., 2018; Loerwald et al., 2018; Morrison et al., 2020; Pruitt et al., 2021). A digital oscilloscope (PicoScope 2204A, PP906, Pico Technology, St Neots, United Kingdom) was used to monitor voltage across the electrodes during each stimulation to ensure cuff functionality.
Drug Administration and Dosage
We surveyed several rodent studies using oxybutynin (Oka et al., 2001; Angelico et al., 2005; Aizawa et al., 2012; Wada et al., 2017), prazosin (Lê et al., 2011; Verplaetse et al., 2012; Do Monte et al., 2013), and duloxetine (Molteni et al., 2009; Miyazaki and Yamamoto, 2012; Di Cesare Mannelli et al., 2017; Pérez et al., 2018; Yoneda et al., 2020) to determine appropriate dosage. Doses were selected based on reported ranges that produced intended pharmacological effects but were below levels found to cause analogous unwanted effects observed in clinical use. All drugs have plasma half-lives that fall within the timing of behavioral training (Jaillon, 1980; Chae et al., 2013; Tian et al., 2019). Groups received motor training paired with VNS and daily injections of oxybutynin chloride (10 mg/kg, s.c., Fisher Scientific, Hampton, NH, United States – 18604931), prazosin hydrochloride (5 mg/kg, s.c., Fisher Scientific, Hampton, NH, United States – AAJ61712MD), duloxetine (20 mg/kg, s.c., Fisher Scientific, Hampton, NH, United States – D42231G), or saline (s.c.). All drugs were reconstituted in saline and delivered subcutaneously under the skin fold of the back approximately 1 h prior to first behavioral training session each day for 5 days.
Intracortical Microstimulation Mapping
Approximately 24 h after their last behavioral session, rats underwent ICMS to derive cortical movement representation maps according to standard procedures (Neafsey and Sievert, 1982; Neafsey et al., 1986; Kleim et al., 2003; Porter et al., 2012; Pruitt et al., 2016a; Morrison et al., 2019). Rats were anesthetized with intraperitoneal injections of ketamine hydrochloride (80 mg/kg) and xylazine (10 mg/kg). Rats received supplemental doses of ketamine as necessary throughout the procedure in order to maintain a consistent level of anesthesia as indicated by breathing rate, vibrissae whisking, and toe pinch reflex. Rats were placed in a stereotactic apparatus and a craniotomy and durotomy were performed to expose the left motor cortex (4 mm to −3 mm AP and 0.25 mm to 5 mm ML). To prevent cortical swelling, a small incision was made in the cisterna magna.
A tungsten electrode with an impedance of approximately 0.7 MΩ (UEWMEGSEBN3M, FHC, Bowdoin, ME) was lowered into the brain to a depth of 1.8 mm. Stimulation sites were chosen at random on a grid with sites set 500 μm apart from each other. The next stimulation site was placed at least 1 mm away from the previous site whenever possible. Stimulation consisted of a 40 ms pulse train of 10 monophasic 200 μs cathodal pulses. Stimulation was increased from 10 μA until a movement was observed or until a maximum of 250 μA was reached. The researchers performing ICMS were blinded to experimental group. Movements elicited by stimulation were classified into the following categories: jaw, neck, vibrissa, forelimb, and hindlimb. Prior to ICMS, VNS cuff functionality was confirmed by a stimulation-evoked decrease in blood oxygen saturation in response to a 10 s VNS train, as previously described (Morrison et al., 2019; Rios et al., 2019). All maps from ICMS are included in the supplemental materials (Supplementary Figure 1).
Subject Exclusion
Forty-one subjects were analyzed in the final results of the study out of a total of 51 subjects. Of the 10 subjects excluded from final analysis, 1 subject was removed due to a non-functional stimulating cuff (indicated by digital oscilloscope readings exceeding 40 V peak-to-peak), 1 subject was excluded due to mechanical headcap failure, 7 subjects died during VNS surgery, and 1 subject died during ICMS surgery. All exclusions were made before collection of ICMS data and are thus unlikely to introduce bias. Additionally, exclusion criteria were predefined before beginning data collection and are consistent with previous studies (Porter et al., 2012; Hulsey et al., 2016, 2019; Morrison et al., 2019, 2020, 2021).
Statistics
The primary outcome of this study was total area of motor cortex eliciting jaw movements as a result of ICMS. All other movement representations were analyzed as secondary outcome measures. One-way and two-way ANOVA were used to identify differences across groups, as appropriate. Post hoc unpaired two-tailed t-tests using a Bonferroni-corrected alpha of 0.0125 were used to determine statistically significant differences between individual groups, as appropriate. Statistical tests for each comparison are noted in the text. All data are reported as mean ± SEM.
Results
Vagus Nerve Stimulation-Paired Motor Training Enhances Plasticity
We first sought to confirm previous observations that pairing VNS with motor training in the absence of drug administration could enhance motor cortex plasticity, but using a vehicle injection to control for the added daily injection procedure. Analysis of electrically stimulated motor cortex area eliciting jaw movement revealed a significant group effect of VNS on motor cortex jaw representation [Two-way ANOVA, F(1,39) = 9.91, p = 0.003] (Figure 2A). VNS paired with training and injections of saline significantly increased jaw representation compared to naïve animals that did not undergo VNS paired training (Naïve: 0.86 ± 0.29 mm2; VNS + Veh: 2.19 ± 0.27 mm2, Unpaired t-test, p = 0.004). These findings replicate previous studies showing that VNS paired with training enhances motor cortex plasticity (Porter et al., 2012; Hulsey et al., 2016, 2019; Morrison et al., 2019, 2020).
Figure 2. Clinically relevant doses of oxybutynin, prazosin, and duloxetine do not interfere with VNS-mediated plasticity. (A) VNS and daily injections of oxybutynin, duloxetine, and saline significantly enhanced jaw representation compared to naïve subjects. Injections of oxybutynin, prazosin, and duloxetine did not significantly reduce jaw representation compared to saline in animals that received VNS paired with training. (B) No change in total motor cortex area was observed between groups. (C) Average plots of the location of jaw movements for all animals during ICMS. Bars represent mean ± SEM. “*” indicates p < 0.0125 compared to naïve.
Clinically Relevant Doses of Oxybutynin, Prazosin, and Duloxetine Do Not Interfere With Vagus Nerve Stimulation-Mediated Plasticity
We next sought to investigate whether clinically relevant doses of drugs that target neuromodulatory transmission interfere with VNS-mediated plasticity. In rats that received VNS paired with behavioral training, daily injections of oxybutynin and duloxetine significantly increased jaw representation compared to naïve subjects (Unpaired t-test, Naïve: 0.86 ± 0.29 mm2, VNS + Oxy: 2.28 ± 0.35 mm2, p = 0.844; VNS + Dul: 1.88 ± 0.19 mm2, p = 0.011) (Figure 2A). VNS-paired training and daily injections of prazosin trended toward enhancement of jaw representation compared to naïve subjects but failed to reach significance after correction for multiple comparisons (Unpaired t-test, Naïve: 0.86 ± 0.29 mm2, VNS + Praz: 2.06 ± 0.40 mm2, p = 0.031) (Figure 2A). Additionally, administration of oxybutynin, prazosin, and duloxetine did not significantly reduce jaw representation compared to saline in animals that received VNS paired with rehabilitation [Two-way ANOVA, F(1,39) = 0.13, p = 0.721]. These results suggest that clinically relevant doses of oxybutynin, prazosin, and duloxetine do not directly interfere with VNS-mediated plasticity.
Behavior, Untrained Movement Representations, and Cortical Excitability Were Not Affected by Drug Administration or Vagus Nerve Stimulation
We next evaluated whether VNS and drug treatment would influence cortical representation of unpaired movements or cortical excitability. Group effects of VNS and drug administration on unpaired movement representations were largely unaffected [Two-way ANOVA: VNS, forelimb: F(1,39) = 0.53, p = 0.471; vibrissa: F(1,39) = 0.42, p = 0.519; neck: F(1,39) = 7.71, p = 0.009; hindlimb: F(1,39) = 0.03, p = 0.85]. Follow up post hoc analysis revealed no significant differences in neck representation between groups (Unpaired t-test, Naïve: 0.69 ± 0.23 mm2, VNS + Veh: 0.22 ± 0.10, p = 0.067; VNS + Oxy: 0.063 ± 0.04 mm2, p = 0.016; VNS + Praz: 0.28 ± 0.10 mm2, p = 0.121; VNS + Dul: 0.063 ± 0.04 mm2, p = 0.016). These results suggest that VNS-mediated synaptic plasticity is specific to the paired movement, consistent with previous studies (Porter et al., 2012; Hulsey et al., 2016, 2019; Morrison et al., 2019, 2020). No significant group effects of drug administration were observed on remaining cortical representations [Two-way ANOVA: Drug, forelimb: F(1,39) = 0.046, p = 0.971; vibrissa: F(1,39) = 0.10, p = 0.756; neck: F(1,39) = 0.41, p = 0.524; hindlimb: F(1,39) = 2.44, p = 0.127]. VNS with daily injections of oxybutynin, prazosin, and duloxetine did not significantly change average stimulation thresholds required to elicit movement or total motor cortex area during ICMS, indicating no overall effect on cortical excitability [Figure 2B and Supplementary Figure 2A; Stimulation Threshold: One-way ANOVA, F(4,36) = 1.24, p = 0.311; Total Motor Cortex Area: One-way ANOVA, F(4,36) = 0.55, p = 0.698]. Group analysis of jaw-specific movement thresholds revealed no significant differences between groups [Supplementary Figure 2B; One-way ANOVA, F(4, 36) = 1.22, p = 0.321]. Group analysis of lowest-threshold jaw movement coordinates revealed no significant differences between groups [One-way ANOVA, F(3,29) = 1.24, p = 0.313]. Group analysis of the timing between behavioral training trials revealed no differences in behavior between groups [One-way ANOVA, F(3,29) = 0.92, p = 0.445]. Furthermore, group analysis of the number of total stimulations given was not significantly different between groups [One-way ANOVA, F(3,29) = 1.66, p = 0.199]. These results suggest that VNS or treatment with oxybutynin, prazosin, or duloxetine did not alter behavioral performance, motivation, or eating behavior.
Discussion
Vagus nerve stimulation paired with rehabilitation enhances recovery from a wide array of neurological disorders (Khodaparast et al., 2013, 2014; Hays et al., 2014b,2016; Dawson et al., 2016, 2021; Pruitt et al., 2016b,2021; Ganzer et al., 2018; Kilgard et al., 2018, 2021; Kimberley et al., 2018; Meyers et al., 2018, 2019; Darrow et al., 2020a,b, 2021) by increasing synaptic plasticity in central networks activated by rehabilitation (Porter et al., 2012; Hulsey et al., 2016, 2019; Meyers et al., 2018; Morrison et al., 2019, 2021; Tseng et al., 2020). This enhancement of synaptic plasticity is mediated by coordinated action of cholinergic, noradrenergic, and serotonergic systems (Dorr, 2006; Roosevelt et al., 2006; Nichols et al., 2011; Hulsey et al., 2017). However, these neuromodulatory systems are commonly targeted by drugs used to treat either direct symptoms of neurological disorders aided by VNS therapy, or common comorbidities in patient populations most likely to receive VNS therapy, raising the possibility that they could negatively impact treatment efficacy. Here, we tested the effects of clinically relevant doses of the cholinergic antagonist, oxybutynin, the adrenergic antagonist, prazosin, and the SNRI, duloxetine, on VNS-mediated plasticity, cortical representation of unpaired movements, and general cortical excitability.
Several studies have demonstrated that blocking neuromodulatory action of cholinergic, serotonergic, and noradrenergic systems can abolish the neural (Hulsey et al., 2019; Meyers et al., 2019) and functional (Meyers et al., 2019) effects of VNS therapy. These studies used immunotoxins that produce virtually complete, long-lasting depletion of neuromodulators. Alternatively, pharmacological manipulations, particularly at commonly utilized levels, typically provide partial and transient actions on neuromodulatory networks. Therefore, we sought to design an experiment using rodent equivalents of doses commonly used in the clinic. To do this, we surveyed several rodent studies using oxybutynin, prazosin, and duloxetine, and selected doses just below those found to cause effects analogous to unwanted effects seen in the clinic, but high enough to cause their intended pharmacological effects.
Oxybutynin acts via peripheral action to treat urinary incontinence in the clinic through inactivation of muscarinic receptors. However, at higher doses oxybutynin is known to cross the blood brain barrier (Todorova et al., 2001; Callegari et al., 2011), causing unwanted cognitive effects such as headache, somnolence, dizziness, confusion, and memory impairment (Katz et al., 1998; Chancellor et al., 2012). Therefore, we selected a dose of 10 mg/kg based on previous rodent literature that was known to maximize effects on urinary behavior, while minimizing effects on cognition (Oka et al., 2001; Angelico et al., 2005; Aizawa et al., 2012; Wada et al., 2017).
Prazosin is widely used to treat hypertension after stroke via peripheral action on adrenergic receptors, however, in contrast to oxybutynin, it is also prescribed for its effects on central noradrenergic systems as well, often being prescribed for treatment of sleep disturbances and anxiety in those with PTSD. To model this use for prazosin in the rat, we selected a dose of 5 mg/kg, as this dose and lower are known to have effects on sleep continuity, generalized anxiety, and reinstatement behaviors in rat models of PTSD (Lê et al., 2011; Verplaetse et al., 2012; Do Monte et al., 2013).
Duloxetine, used to treat major depressive disorder, generalized anxiety disorder, and neuropathic pain, is also used in the clinic primarily for its central action on noradrenergic and serotonergic systems. To model this use in the clinic, we selected a dose of 20 mg/kg, as this concentration reliably treats symptoms of rodent neuropathic pain in the periphery (Miyazaki and Yamamoto, 2012; Di Cesare Mannelli et al., 2017; Yoneda et al., 2020), and exceeds doses that effect central activity related to models of anxiety and depression (Molteni et al., 2009; Pérez et al., 2018).
With the possibility of VNS therapy reaching an ever-broader patient population, an understanding of how common medications may interact with therapy is of the utmost importance. Identifying drugs that may interfere with VNS action is necessary to avoid blocking the beneficial effects of VNS therapy while allowing patients to maintain dosing of drugs that do not impact VNS. Here, we show that although oxybutynin, prazosin, and duloxetine all act on neuromodulatory systems known to be required for VNS-mediated plasticity and enhancement of recovery, rodent doses that are congruent to those seen prescribed in the clinic do not have significant impact on VNS-mediated effects (Figure 2C). This study suggests that patients undergoing VNS therapy may be able to remain on these drugs without adversely effecting treatment efficacy and is a step toward ensuring maximal therapeutic effect for patients that may benefit from VNS therapy for neurological disorders.
Data Availability Statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.
Ethics Statement
The animal study was reviewed and approved by The University of Texas at Dallas Institutional Animal Care and Use Committee.
Author Contributions
RM: writing – original draft and formal analysis. SA and TD: project administration. RM, SA, TD, VE, AS, and KA: investigation. RM, MK, and SH: conceptualization, writing – review and editing. MK, RR, and SH: supervision, funding acquisition, and review. All authors contributed to the manuscript revision and approved the submitted version.
Funding
This work was supported by the National Institutes of Health R01NS094384 and R01NS103803 and by the DARPA BTO Targeted Neuroplasticity Training (TNT) program under the auspices of Tristan McClure-Begley through the Space and Naval Warfare Systems Center, Pacific Grant/Contract No. N66001-17-2-4011.
Conflict of Interest
MK has a financial interest in MicroTransponder, Inc., which is developing VNS for stroke. RR has a financial interest in Xnerve Medical, Inc., which is developing several VNS based therapies.
The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s Note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Acknowledgments
We would like to thank Vishal Kumar, Vismaya Joseph, and Ronse Raphi for help with behavioral training, and Ching Tseng and Jackson Brougher for their insight during experimental design and manuscript preparation.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fnins.2022.849291/full#supplementary-material
References
Aizawa, N., Homma, Y., and Igawa, Y. (2012). Effects of mirabegron, a novel β3-adrenoceptor agonist, on primary bladder afferent activity and bladder microcontractions in rats compared with the effects of oxybutynin. Eur. Urol. 62, 1165–1173. doi: 10.1016/j.eururo.2012.08.056
Angelico, P., Velasco, C., Guarneri, L., Sironi, G., Leonardi, A., and Testa, R. (2005). Urodynamic effects of oxybutynin and tolterodine in conscious and anesthetized rats under different cystometrographic conditions. BMC Pharmacol. 5:14. doi: 10.1186/1471-2210-5-14
Borland, M. S., Engineer, C. T., Vrana, W. A., Moreno, N. A., Engineer, N. D., Vanneste, S., et al. (2018). The interval between VNS-Tone pairings determines the extent of cortical map plasticity. Neuroscience 369, 76–86. doi: 10.1016/j.neuroscience.2017.11.004
Callegari, E., Malhotra, B., Bungay, P. J., Webster, R., Fenner, K. S., Kempshall, S., et al. (2011). A comprehensive non-clinical evaluation of the CNS penetration potential of antimuscarinic agents for the treatment of overactive bladder. Br. J. Clin. Pharmacol. 72, 235–246. doi: 10.1111/j.1365-2125.2011.03961.x
Chae, J., Baek, H., Kim, S. K., Kang, H., and Kwon, K. (2013). Quantitative determination of duloxetine and its metabolite in rat plasma by HPLC-MS/MS. Biomed. Chromatogr. 27, 953–955. doi: 10.1002/bmc.2895
Chancellor, M. B., Staskin, D. R., Kay, G. G., Sandage, B. W., Oefelein, M. G., and Tsao, J. W. (2012). Blood-brain barrier permeation and efflux exclusion of anticholinergics used in the treatment of overactive bladder. Drugs Aging 29, 259–273. doi: 10.2165/11597530-000000000-00000
Darrow, M. J., Mian, T. M., Torres, M., Haider, Z., Danaphongse, T., Rennaker, R. L., et al. (2020a). Restoration of somatosensory function by pairing vagus nerve stimulation with tactile rehabilitation. Ann. Neurol. 87, 194–205. doi: 10.1002/ana.25664
Darrow, M. J., Mian, T. M., Torres, M., Haider, Z., Danaphongse, T., Seyedahmadi, A., et al. (2021). The tactile experience paired with vagus nerve stimulation determines the degree of sensory recovery after chronic nerve damage. Behav. Brain Res. 396:112910. doi: 10.1016/j.bbr.2020.112910
Darrow, M. J., Torres, M., Sosa, M. J., Danaphongse, T. T., Haider, Z., Rennaker, R. L., et al. (2020b). Vagus nerve stimulation paired with rehabilitative training enhances motor recovery after bilateral spinal cord injury to cervical forelimb motor pools. Neurorehab. Neural. Repair 34, 200–209. doi: 10.1177/1545968319895480
Dawson, J., Liu, C. Y., Francisco, G. E., Cramer, S. C., Wolf, S. L., Dixit, A., et al. (2021). Vagus nerve stimulation paired with rehabilitation for upper limb motor function after ischaemic stroke (VNS-REHAB): a randomised, blinded, pivotal, device trial. Lancet 397, 1545–1553. doi: 10.1016/S0140-6736(21)00475-X
Dawson, J., Pierce, D., Dixit, A., Kimberley, T. J., Robertson, M., Tarver, B., et al. (2016). Safety, feasibility, and efficacy of vagus nerve stimulation paired with upper-limb rehabilitation after ischemic stroke. Stroke 47, 143–150. doi: 10.1161/STROKEAHA.115.010477
Di Cesare Mannelli, L., Maresca, M., Micheli, L., Farina, C., Scherz, M. W., and Ghelardini, C. (2017). A rat model of FOLFOX-induced neuropathy: effects of oral dimiracetam in comparison with duloxetine and pregabalin. Cancer Chemother. Pharmacol. 80, 1091–1103. doi: 10.1007/s00280-017-3449-8
Do Monte, F. H., Souza, R. R., Wong, T. T., Carobrez, A., and de, P. (2013). Systemic or intra-prelimbic cortex infusion of prazosin impairs fear memory reconsolidation. Behav. Brain Res. 244, 137–141. doi: 10.1016/j.bbr.2013.01.031
Dorr, A. E. (2006). Effect of vagus nerve stimulation on serotonergic and noradrenergic transmission. J. Pharmacol. Exp. Therapeut. 318, 890–898. doi: 10.1124/jpet.106.104166
Ganzer, P. D., Darrow, M. J., Meyers, E. C., Solorzano, B. R., Ruiz, A. D., Robertson, N. M., et al. (2018). Closed-loop neuromodulation restores network connectivity and motor control after spinal cord injury. eLife 7, 1–19. doi: 10.7554/eLife.32058
George, M. S., Ward, H. E., Ninan, P. T., Pollack, M., Nahas, Z., Anderson, B., et al. (2008). A pilot study of vagus nerve stimulation (VNS) for treatment-resistant anxiety disorders. Brain Stimul. 1, 112–121. doi: 10.1016/j.brs.2008.02.001
Hays, S. A., Khodaparast, N., Hulsey, D. R., Ruiz, A., Sloan, A. M., Rennaker, R. L., et al. (2014a). Vagus nerve stimulation during rehabilitative training improves functional recovery after intracerebral hemorrhage. Stroke 45, 3097–3100. doi: 10.1161/STROKEAHA.114.006654
Hays, S. A., Khodaparast, N., Ruiz, A., Sloan, A. M., Hulsey, D. R., Rennaker, R. L., et al. (2014b). The timing and amount of vagus nerve stimulation during rehabilitative training affect poststroke recovery of forelimb strength. NeuroReport 25, 682–688. doi: 10.1097/WNR.0000000000000154
Hays, S. A., Ruiz, A., Bethea, T., Khodaparast, N., Carmel, J. B., Rennaker, R. L., et al. (2016). Vagus nerve stimulation during rehabilitative training enhances recovery of forelimb function after ischemic stroke in aged rats. Neurobiol. Aging 43, 111–118. doi: 10.1016/j.neurobiolaging.2016.03.030
He, K., Huertas, M., Hong, S. Z., Tie, X. X., Hell, J. W., Shouval, H., et al. (2015). Distinct eligibility traces for LTP and LTD in cortical synapses. Neuron 2015:37. doi: 10.1016/j.neuron.2015.09.037
Hulsey, D. R., Hays, S. A., Khodaparast, N., Ruiz, A., Das, P., Rennaker, R. L., et al. (2016). Reorganization of motor cortex by vagus nerve stimulation requires cholinergic innervation. Brain Stimul. 9, 174–181. doi: 10.1016/j.brs.2015.12.007
Hulsey, D. R., Riley, J. R., Loerwald, K. W., Rennaker, R. L., Kilgard, M. P., and Hays, S. A. (2017). Parametric characterization of neural activity in the locus coeruleus in response to vagus nerve stimulation. Exp. Neurol. 289, 21–30. doi: 10.1016/j.expneurol.2016.12.005
Hulsey, D. R., Shedd, C. M., Sarker, S. F., Kilgard, M. P., and Hays, S. A. (2019). Norepinephrine and serotonin are required for vagus nerve stimulation directed cortical plasticity. Exp. Neurol. 2019:112975. doi: 10.1016/j.expneurol.2019.112975
Jaillon, P. (1980). Clinical pharmacokinetics of prazosin. Clin. Pharmacokinet. 5, 365–376. doi: 10.2165/00003088-198005040-00004
Katz, I. R., Sands, L. P., Bilker, W., DiFilippo, S., Boyce, A., and D’Angelo, K. (1998). Identification of medications that cause cognitive impairment in older people: the case of oxybutynin chloride. J. Am. Geriatr. Soc. 46, 8–13. doi: 10.1111/j.1532-5415.1998.tb01006.x
Khodaparast, N., Hays, S. A., Sloan, A. M., Fayyaz, T., Hulsey, D. R., Rennaker, R. L., et al. (2014). Vagus nerve stimulation delivered during motor rehabilitation improves recovery in a rat model of stroke. Neurorehabil. Neural. Repair 28, 698–706. doi: 10.1177/1545968314521006
Khodaparast, N., Hays, S. A., Sloan, A. M., Hulsey, D. R., Ruiz, A., Pantoja, M., et al. (2013). Vagus nerve stimulation during rehabilitative training improves forelimb strength following ischemic stroke. Neurobiol. Dis. 60, 80–88. doi: 10.1016/j.nbd.2013.08.002
Kilgard, M. P., Hays, S. A., Rennaker, R. L., Wigginton, J. G., Foreman, M., Powers, M., et al. (2020). Targeted Plasticity Therapy for Posttraumatic Stress Disorder. Bethesda: U.S. National Library of Medicine.
Kilgard, M. P., Rennaker, R. L., Alexander, J., and Dawson, J. (2018). Vagus nerve stimulation paired with tactile training improved sensory function in a chronic stroke patient. NeuroRehabilitation 42, 159–165. doi: 10.3233/NRE-172273
Kilgard, M. P., Rennaker, R. L., Hays, S. A., Wigginton, J. G., Hamilton, R., Foreman, M., et al. (2021). Targeted Plasticity Therapy for Upper Limb Rehabilitation in Spinal Cord Injuries. Bethesda: U.S. National Library of Medicine.
Kimberley, T. J., Pierce, D., Prudente, C. N., Francisco, G. E., Yozbatiran, N., Smith, P., et al. (2018). Vagus nerve stimulation paired with upper limb rehabilitation after chronic stroke: A blinded randomized pilot study. Stroke 49, 2789–2792. doi: 10.1161/STROKEAHA.118.022279
Kleim, J. A., Bruneau, R., Calder, K., Pocock, D., VandenBerg, P. M., MacDonald, E., et al. (2003). Functional organization of adult motor cortex is dependent upon continued protein synthesis. Neuron 40, 167–176. doi: 10.1016/S0896-6273(03)00592-0
Lê, A. D., Funk, D., Juzytsch, W., Coen, K., Navarre, B. M., Cifani, C., et al. (2011). Effect of prazosin and guanfacine on stress-induced reinstatement of alcohol and food seeking in rats. Psychopharmacology 218, 89–99. doi: 10.1007/s00213-011-2178-7
Loerwald, K. W., Borland, M. S., Rennaker, R. L., Hays, S. A., and Kilgard, M. P. (2018). The interaction of pulse width and current intensity on the extent of cortical plasticity evoked by vagus nerve stimulation. Brain Stimul. 11, 271–277. doi: 10.1016/j.brs.2017.11.007
Meyers, E. C., Kasliwal, N., Solorzano, B. R., Lai, E., Bendale, G., Berry, A., et al. (2019). Enhancing plasticity in central networks improves motor and sensory recovery after nerve damage. Nat. Commun. 10:5782. doi: 10.1038/s41467-019-13695-0
Meyers, E. C., Solorzano, B. R., James, J., Ganzer, P. D., Lai, E. S., Rennaker, R. L., et al. (2018). Vagus nerve stimulation enhances stable plasticity and generalization of stroke recovery. Stroke 49, 710–717. doi: 10.1161/STROKEAHA.117.019202
Miyazaki, R., and Yamamoto, T. (2012). The efficacy of morphine, pregabalin, gabapentin, and duloxetine on mechanical allodynia is different from that on neuroma pain in the rat neuropathic pain model. Anesth. Analg. 115, 182–188. doi: 10.1213/ANE.0b013e31824f94ca
Molteni, R., Calabrese, F., Cattaneo, A., Mancini, M., Gennarelli, M., Racagni, G., et al. (2009). Acute stress responsiveness of the neurotrophin BDNF in the rat hippocampus is modulated by chronic treatment with the antidepressant duloxetine. Neuropsychopharmacology 34, 1523–1532. doi: 10.1038/npp.2008.208
Morrison, R. A., Danaphongse, T. T., Abe, S. T., Stevens, M. E., Ezhil, V., Seyedahmadi, A., et al. (2021). High intensity VNS disrupts VNS-mediated plasticity in motor cortex. Brain Res. 1756:147332. doi: 10.1016/j.brainres.2021.147332
Morrison, R. A., Danaphongse, T. T., Pruitt, D. T., Adcock, K. S., Mathew, J. K., Abe, S. T., et al. (2020). A limited range of vagus nerve stimulation intensities produce motor cortex reorganization when delivered during training. Behav. Brain Res. 391:112705. doi: 10.1016/j.bbr.2020.112705
Morrison, R. A., Hulsey, D. R., Adcock, K. S., Rennaker, R. L., Kilgard, M. P., and Hays, S. A. (2019). Vagus nerve stimulation intensity influences motor cortex plasticity. Brain Stimul. 12, 256–262. doi: 10.1016/j.brs.2018.10.017
Neafsey, E. J., Bold, E. L., Haas, G., Hurley-Gius, K. M., Quirk, G., Sievert, C. F., et al. (1986). The organization of the rat motor cortex: a microstimulation mapping study. Brain Res. 396, 77–96. doi: 10.1016/s0006-8993(86)80191-3
Neafsey, E. J., and Sievert, C. (1982). A second forelimb motor area exists in rat frontal cortex. Brain Res. 232, 151–156. doi: 10.1016/0006-8993(82)90617-5
Nichols, J. A., Nichols, A. R., Smirnakis, S. M., Engineer, N. D., Kilgard, M. P., and Atzori, M. (2011). Vagus nerve stimulation modulates cortical synchrony and excitability through the activation of muscarinic receptors. Neuroscience 189, 207–214. doi: 10.1016/j.neuroscience.2011.05.024
Noble, L. J., Gonzalez, I. J., Meruva, V. B., Callahan, K. A., Belfort, B. D., Ramanathan, K. R., et al. (2017). Effects of vagus nerve stimulation on extinction of conditioned fear and post-traumatic stress disorder symptoms in rats. Transl. Psychiatry 7, e1217–e1217. doi: 10.1038/tp.2017.191
Oka, T., Nakano, K., Kirimoto, T., and Matsuura, N. (2001). Effects of antimuscarinic drugs on both urinary frequency and cognitive impairment in conscious, nonrestrained rats. Jpn. J. Pharmacol. 87, 27–33. doi: 10.1254/jjp.87.27
Pena, D. F., Childs, J. E., Willett, S., Vital, A., McIntyre, C. K., and Kroener, S. (2014). Vagus nerve stimulation enhances extinction of conditioned fear and modulates plasticity in the pathway from the ventromedial prefrontal cortex to the amygdala. Front. Behav. Neurosci. 8:327. doi: 10.3389/fnbeh.2014.00327
Pérez, P. D., Ma, Z., Hamilton, C., Sánchez, C., Mørk, A., Pehrson, A. L., et al. (2018). Acute effects of vortioxetine and duloxetine on resting-state functional connectivity in the awake rat. Neuropharmacology 128, 379–387. doi: 10.1016/j.neuropharm.2017.10.038
Porter, B. A., Khodaparast, N., Fayyaz, T., Cheung, R. J., Ahmed, S. S., Vrana, W. A., et al. (2012). Repeatedly pairing vagus nerve stimulation with a movement reorganizes primary motor cortex. Cereb. Cortex 22, 2365–2374. doi: 10.1093/cercor/bhr316
Pruitt, D. T., Danaphongse, T. T., Lutchman, M., Patel, N., Reddy, P., Wang, V., et al. (2021). Optimizing dosing of vagus nerve stimulation for stroke recovery. Transl. Stroke Res. 12, 65–71. doi: 10.1007/s12975-020-00829-6
Pruitt, D. T., Schmid, A. N., Danaphongse, T. T., Flanagan, K. E., Morrison, R. A., Kilgard, M. P., et al. (2016a). Forelimb training drives transient map reorganization in ipsilateral motor cortex. Behav. Brain Res. 313, 10–16. doi: 10.1016/j.bbr.2016.07.005
Pruitt, D. T., Schmid, A. N., Kim, L. J., Abe, C. M., Trieu, J. L., Choua, C., et al. (2016b). Vagus nerve stimulation delivered with motor training enhances recovery of function after traumatic brain injury. J. Neurotrauma 33, 871–879. doi: 10.1089/neu.2015.3972
Rios, M., Bucksot, J., Rahebi, K., Engineer, C., Kilgard, M., and Hays, S. (2019). Protocol for construction of rat nerve stimulation cuff electrodes. Methods Protoc. 2019:19. doi: 10.3390/mps2010019
Roosevelt, R. W., Smith, D. C., Clough, R. W., Jensen, R. A., and Browning, R. A. (2006). Increased extracellular concentrations of norepinephrine in cortex and hippocampus following vagus nerve stimulation in the rat. Brain Res. 1119, 124–132. doi: 10.1016/j.brainres.2006.08.048
Sanchez, C. A., Brougher, J., Rahebi, K. C., and Thorn, C. A. (2020). Preparation of peripheral nerve stimulation electrodes for chronic implantation in rats. J. Vis. Exp. 2020:61128. doi: 10.3791/61128
Seol, G. H., Ziburkus, J., Huang, S., Song, L., Kim, I. T., Takamiya, K., et al. (2007). Neuromodulators control the polarity of spike-timing-dependent synaptic plasticity. Neuron 55, 919–929. doi: 10.1016/j.neuron.2007.08.013
Souza, R. R., Robertson, N. M., Mathew, E., Tabet, M. N., Bucksot, J. E., Pruitt, D. T., et al. (2020). Efficient parameters of vagus nerve stimulation to enhance extinction learning in an extinction-resistant rat model of PTSD. Prog. Neuro-Psychopharmacol. Biol. Psychiatry 99:109848. doi: 10.1016/j.pnpbp.2019.109848
Tian, Y., Wen, Y., Sun, J., Zhao, L., Xiong, Z., and Qin, F. (2019). Simultaneous quantification of oxybutynin and its active metabolite N-desethyl oxybutynin in rat plasma by ultra-high-performance liquid chromatography-tandem mass spectrometry and its application in a pharmacokinetic study of oxybutynin transdermal patch. Biomed. Chromatogr. 33:e4456. doi: 10.1002/bmc.4456
Todorova, A., Vonderheid-Guth, B., and Dimpfel, W. (2001). Effects of tolterodine, trospium chloride, and oxybutynin on the central nervous system. J. Clin. Pharmacol. 41, 636–644. doi: 10.1177/00912700122010528
Tseng, C.-T., Brougher, J., Gaulding, S. J., Hassan, B. S., and Thorn, C. A. (2020). Vagus nerve stimulation promotes cortical reorganization and reduces task-dependent calorie intake in male and female rats. Brain Res. 1748:147099. doi: 10.1016/j.brainres.2020.147099
Verplaetse, T. L., Rasmussen, D. D., Froehlich, J. C., and Czachowski, C. L. (2012). Effects of prazosin, an α1-adrenergic receptor antagonist, on the seeking and intake of alcohol and sucrose in alcohol-preferring (P) rats. Alcohol Clin. Exp. Res. 36, 881–886. doi: 10.1111/j.1530-0277.2011.01653.x
Wada, N., Shimizu, T., Takai, S., Shimizu, N., Tyagi, P., Kakizaki, H., et al. (2017). Combinational effects of muscarinic receptor inhibition and β3-adrenoceptor stimulation on neurogenic bladder dysfunction in rats with spinal cord injury. Neurourol. Urodyn. 36, 1039–1045. doi: 10.1002/nau.23066
Keywords: vagus nerve stimulation (VNS), neuroplasticity, rehabilitation, motor cortex, neuromodulation, acetylcholine, norepinephrine, serotonin
Citation: Morrison RA, Abe ST, Danaphongse T, Ezhil V, Somaney A, Adcock KS, Rennaker RL, Kilgard MP and Hays SA (2022) Common Cholinergic, Noradrenergic, and Serotonergic Drugs Do Not Block VNS-Mediated Plasticity. Front. Neurosci. 16:849291. doi: 10.3389/fnins.2022.849291
Received: 05 January 2022; Accepted: 04 February 2022;
Published: 23 February 2022.
Edited by:
Xavier Navarro, Universitat Autònoma de Barcelona, SpainReviewed by:
Bruce H. KenKnight, LivaNova PLC, United StatesDavid Justin Levinthal, University of Pittsburgh, United States
Copyright © 2022 Morrison, Abe, Danaphongse, Ezhil, Somaney, Adcock, Rennaker, Kilgard and Hays. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Robert A. Morrison, cm9iZXJ0Lm1vcnJpc29uQHV0ZGFsbGFzLmVkdQ==