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Sveva V, Guerra A, Mangone M, Agostini F, Bernetti A, Berardelli A, Paoloni M, Bologna M. Effects of cerebellar transcranial alternating current stimulation on balance and gait in healthy subjects. Clin Neurophysiol 2025:S1388-2457(25)00453-5. [PMID: 40180842 DOI: 10.1016/j.clinph.2025.03.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 02/24/2025] [Accepted: 03/24/2025] [Indexed: 04/05/2025]
Abstract
BACKGROUND Transcranial Alternating Current Stimulation (tACS) is a non-invasive brain stimulation technique that modulates cortical oscillations and influences behavior. OBJECTIVES This study aimed to explore the effects of cerebellar theta (5 Hz) and gamma (50 Hz) tACS on human balance and gait through kinematic analysis. MATERIALS AND METHODS Nineteen right-handed healthy subjects participated in three randomized motor tasks: postural standing (PS), gait initiation (GI), and gait cycle (GC). Participants underwent theta-, gamma-, or sham-tACS over the cerebellum while kinematic data were collected using a force platform and an 8-camera optoelectronic system. RESULTS Theta-tACS significantly influenced motor behavior during PS and GC, but not GI. Specifically, it reduced the Maximum Radius, Total Trace Length, Longitudinal Range, and Area during PS, and decreased Stride Width during GC. In contrast, cerebellar gamma-tACS had no significant effect on any kinematic parameters across the tasks. CONCLUSIONS Cerebellar theta-tACS may enhance postural stability and gait control in healthy individuals. We hypothesize that theta-tACS may entrain theta-resonant neurons in the cerebellar cortex, affecting motor control networks involved in balance and gait. SIGNIFICANCE This study highlights tACS's potential as a non-invasive treatment for balance and gait disorders associated with cerebellar dysfunction.
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Affiliation(s)
- Valerio Sveva
- Department of Anatomical and Histological Sciences, Legal Medicine and Orthopedics, Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy; Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy
| | - Andrea Guerra
- Parkinson and Movement Disorders Unit, Study Center for Neurodegeneration (CESNE), Department of Neuroscience, University of Padua, Via Giustiniani 2, 35128 Padua, Italy; Padova Neuroscience Center (PNC), University of Padua, Via Giuseppe Orus, 2, 35131 Padua, Italy
| | - Massimiliano Mangone
- Department of Anatomical and Histological Sciences, Legal Medicine and Orthopedics, Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy
| | - Francesco Agostini
- Department of Anatomical and Histological Sciences, Legal Medicine and Orthopedics, Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy
| | - Andrea Bernetti
- Department of Science and Biological and Ambient Technologies, University of Salento, Via Lecce-Monteroni, 73100 Lecce, LE, Italy
| | - Alfredo Berardelli
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy; IRCCS Neuromed, Via Atinense 18, 86077 Pozzilli, IS, Italy
| | - Marco Paoloni
- Department of Anatomical and Histological Sciences, Legal Medicine and Orthopedics, Sapienza University, Piazzale Aldo Moro 5, 00185 Rome, Italy
| | - Matteo Bologna
- Department of Human Neurosciences, Sapienza University of Rome, Viale dell'Università 30, 00185 Rome, Italy; IRCCS Neuromed, Via Atinense 18, 86077 Pozzilli, IS, Italy.
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Bastos-Gonçalves R, Coimbra B, Rodrigues AJ. The mesopontine tegmentum in reward and aversion: From cellular heterogeneity to behaviour. Neurosci Biobehav Rev 2024; 162:105702. [PMID: 38718986 DOI: 10.1016/j.neubiorev.2024.105702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 04/06/2024] [Accepted: 05/01/2024] [Indexed: 05/18/2024]
Abstract
The mesopontine tegmentum, comprising the pedunculopontine tegmentum (PPN) and the laterodorsal tegmentum (LDT), is intricately connected to various regions of the basal ganglia, motor systems, and limbic systems. The PPN and LDT can regulate the activity of different brain regions of these target systems, and in this way are in a privileged position to modulate motivated behaviours. Despite recent findings, the PPN and LDT have been largely overlooked in discussions about the neural circuits associated with reward and aversion. This review aims to provide a timely and comprehensive resource on past and current research, highlighting the PPN and LDT's connectivity and influence on basal ganglia and limbic, and motor systems. Seminal studies, including lesion, pharmacological, and optogenetic/chemogenetic approaches, demonstrate their critical roles in modulating reward/aversive behaviours. The review emphasizes the need for further investigation into the associated cellular mechanisms, in order to clarify their role in behaviour and contribution for different neuropsychiatric disorders.
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Affiliation(s)
- Ricardo Bastos-Gonçalves
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal
| | - Bárbara Coimbra
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal.
| | - Ana João Rodrigues
- Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, Braga, Portugal; ICVS/3B's-PT Government Associate Laboratory, Braga/Guimarães, Portugal.
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Holden H, Venkatesh S, Budrow C, Nezaria S, Coyle M, Centner A, Lipari N, McManus G, Bishop C. The effects of L-DOPA on gait abnormalities in a unilateral 6-OHDA rat model of Parkinson's disease. Physiol Behav 2024; 281:114563. [PMID: 38723388 DOI: 10.1016/j.physbeh.2024.114563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 04/04/2024] [Accepted: 04/19/2024] [Indexed: 05/27/2024]
Abstract
Parkinson's Disease (PD) is a neurodegenerative movement disorder characterized by dopamine (DA) cell loss in the substantia nigra pars compacta (SNc). As PD progresses, patients display disruptions in gait such as changes in posture, bradykinesia, and shortened stride. DA replacement via L-DOPA alleviates many PD symptoms, though its effects on gait are not well demonstrated. This study aimed to assess the relationship between DA lesion, gait, and deficit-induced reversal with L-DOPA. To do so, Sprague-Dawley rats (N = 25, 14 males, 11 females) received unilateral medial forebrain bundle (MFB) DA lesions with 6-hydroxydopamine (6-OHDA). An automated gait analysis system assessed spatiotemporal gait parameters pre- and post-lesion, and after various doses of L-DOPA (0, 3, or 6 mg/kg; s.c.). The forepaw adjusting steps (FAS) test was implemented to evaluate lesion efficacy while the abnormal involuntary movements (AIMs) scale monitored the emergence of L-DOPA-induced dyskinesia (LID). High performance liquid chromatography (HPLC) assessed changes in brain monoamines on account of lesion and treatment. Results revealed lesion-induced impairments in gait, inclusive of max-contact area and step-sequence alterations that were not reversible with L-DOPA. However, the emergence of AIMs were observed at higher doses. Post-mortem, 6-OHDA lesions induced a loss of striatal DA and norepinephrine (NE), while prefrontal cortex (PFC) displayed noticeable reduction in NE but not DA. Our findings indicate that hemiparkinsonian rats display measurable gait disturbances similar to PD patients that are not rescued by DA replacement. Furthermore, non-DA mechanisms such as attention-related NE in PFC may contribute to altered gait and may constitute a novel target for its treatment.
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Affiliation(s)
- Hannah Holden
- Department of Psychology, Binghamton University, Binghamton, NY, USA
| | - Shruti Venkatesh
- Department of Psychology, Binghamton University, Binghamton, NY, USA
| | - Carla Budrow
- Department of Psychology, Binghamton University, Binghamton, NY, USA
| | - Sareen Nezaria
- Department of Psychology, Binghamton University, Binghamton, NY, USA
| | - Michael Coyle
- Department of Psychology, Binghamton University, Binghamton, NY, USA
| | - Ashley Centner
- Department of Psychology, Binghamton University, Binghamton, NY, USA
| | - Natalie Lipari
- Department of Psychology, Binghamton University, Binghamton, NY, USA
| | - Grace McManus
- Department of Psychology, Binghamton University, Binghamton, NY, USA
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Pourahmad R, Saleki K, Esmaili M, Abdollahi A, Alijanizadeh P, Gholinejad MZ, Banazadeh M, Ahmadi M. Deep brain stimulation (DBS) as a therapeutic approach in gait disorders: What does it bring to the table? IBRO Neurosci Rep 2023; 14:507-513. [PMID: 37304345 PMCID: PMC10248795 DOI: 10.1016/j.ibneur.2023.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 06/13/2023] Open
Abstract
Gait deficits are found in various degenerative central nervous system conditions, and are particularly a hallmark of Parkinson's disease (PD). While there is no cure for such neurodegenerative disorders, Levodopa is considered as the standard medication in PD patients. Often times, the therapy of severe PD consists of deep brain stimulation (DBS) of the subthalamic nucleus. Earlier research exploring the effect of gait have reported contradictory results or insufficient efficacy. A change in gait includes various parameters, such as step length, cadence, Double-stance phase duration which may be positively affected by DBS. DBS could also be effective in correcting the levodopa-induced postural sway abnormalities. Moreover, during normal walking, interaction among the subthalamic nucleus and cortex -essential regions which exert a role in locomotion- are coupled. However, during the freezing of gait, the activity is desynchronized. The mechanisms underlying DBS-induced neurobehavioral improvements in such scenarios requires further study. The present review discusses DBS in the context of gait, the benefits associated with DBS compared to standard pharmacotherapy options, and provides insights into future research.
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Affiliation(s)
- Ramtin Pourahmad
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
- Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Tehran, Iran
| | - Kiarash Saleki
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran
- Department of e-Learning, Virtual School of Medical Education and Management, Shahid Beheshti University of Medical Sciences(SBMU), Tehran, Iran
- USERN Office, Babol University of Medical Sciences, Babol, Iran
| | | | - Arian Abdollahi
- School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Parsa Alijanizadeh
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran
- USERN Office, Babol University of Medical Sciences, Babol, Iran
| | | | - Mohammad Banazadeh
- Pharmaceutical Sciences and Cosmetic Products Research Center, Kerman University of Medical Sciences, Kerman, Iran
| | - Mona Ahmadi
- Department of Neurology, School of Medicine, Kurdistan University of Medical Sciences, Sanandaj, Iran
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Palmisano C, Beccaria L, Haufe S, Volkmann J, Pezzoli G, Isaias IU. Gait Initiation Impairment in Patients with Parkinson's Disease and Freezing of Gait. Bioengineering (Basel) 2022; 9:639. [PMID: 36354550 PMCID: PMC9687939 DOI: 10.3390/bioengineering9110639] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/14/2022] [Accepted: 10/15/2022] [Indexed: 08/03/2023] Open
Abstract
Freezing of gait (FOG) is a sudden episodic inability to produce effective stepping despite the intention to walk. It typically occurs during gait initiation (GI) or modulation and may lead to falls. We studied the anticipatory postural adjustments (imbalance, unloading, and stepping phase) at GI in 23 patients with Parkinson's disease (PD) and FOG (PDF), 20 patients with PD and no previous history of FOG (PDNF), and 23 healthy controls (HCs). Patients performed the task when off dopaminergic medications. The center of pressure (CoP) displacement and velocity during imbalance showed significant impairment in both PDNF and PDF, more prominent in the latter patients. Several measurements were specifically impaired in PDF patients, especially the CoP displacement along the anteroposterior axis during unloading. The pattern of segmental center of mass (SCoM) movements did not show differences between groups. The standing postural profile preceding GI did not correlate with outcome measurements. We have shown impaired motor programming at GI in Parkinsonian patients. The more prominent deterioration of unloading in PDF patients might suggest impaired processing and integration of somatosensory information subserving GI. The unaltered temporal movement sequencing of SCoM might indicate some compensatory cerebellar mechanisms triggering time-locked models of body mechanics in PD.
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Affiliation(s)
- Chiara Palmisano
- Department of Neurology, University Hospital and Julius-Maximilian-University, 97080 Würzburg, Germany
| | - Laura Beccaria
- Department of Neurology, University Hospital and Julius-Maximilian-University, 97080 Würzburg, Germany
| | - Stefan Haufe
- Uncertainty, Inverse Modeling and Machine Learning Group, Faculty IV Electrical Engineering and Computer Science, Technical University of Berlin, 10623 Berlin, Germany
| | - Jens Volkmann
- Department of Neurology, University Hospital and Julius-Maximilian-University, 97080 Würzburg, Germany
| | - Gianni Pezzoli
- Centro Parkinson, ASST Gaetano Pini-CTO, 20122 Milano, Italy
| | - Ioannis U. Isaias
- Department of Neurology, University Hospital and Julius-Maximilian-University, 97080 Würzburg, Germany
- Centro Parkinson, ASST Gaetano Pini-CTO, 20122 Milano, Italy
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Yu K, Ren Z, Hu Y, Guo S, Ye X, Li J, Li Y. Efficacy of caudal pedunculopontine nucleus stimulation on postural instability and gait disorders in Parkinson's disease. Acta Neurochir (Wien) 2022; 164:575-585. [PMID: 35029762 DOI: 10.1007/s00701-022-05117-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/06/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Gait-related symptoms like postural instability and gait disorders (PIGD) inexorably worsen with Parkinson's disease (PD) deterioration and become refractory to current available medical treatment and deep brain stimulation (DBS) of conventional targets. Pedunculopontine nucleus (PPN) deep brain stimulation (DBS) is a promising method to treat PIGD. This prospective study aimed to clarify the clinical application of PPN-DBS and to explore effects of caudal PPN stimulation on PIGD. METHODS Five consecutive PD patients with severe medication-resistant postural instability and gait disorders accepted caudal PPN-DBS. LEAD-DBS toolbox was used to reconstruct and visualize the electrodes based on pre- and postoperative images. Outcomes were assessed with Movement Disorder Society (MDS)-Sponsored Revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS), gait-specific questionnaires, and objective gait analysis with GAITRite system. RESULTS MDS-UPDRS subitems 35-38 scores were improved at postoperative 6 months (mean, 4.40 vs 11.00; p = 0.0006) and 12 months (mean, 5.60 vs 11.00; p = 0.0013) compared with baseline, and scores at 6 months were slightly lower than scores at 12 months (mean, 4.40 vs 5.60; p = 0.0116). Gait and Falls Questionnaire, New Freezing of Gait Questionnaire, and Falls Questionnaire scores also significantly improved at postoperative 6 months and 12 months compared with baseline. In addition, cadence, bilateral step length, and bilateral stride length significantly increased when PPN On-stimulation compared with Off-stimulation. CONCLUSIONS This study suggested that caudal PPN low-frequency stimulation improved PIGD for PD patients at the 6- and 12-month period.
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Affiliation(s)
- Kaijia Yu
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Zhiwei Ren
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Yongsheng Hu
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Song Guo
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Xiaofan Ye
- Department of Neurosurgery, The University of Hong Kong - Shenzhen Hospital, Shenzhen, 518040, China
| | - Jianyu Li
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China.
| | - Yongjie Li
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
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7
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Insola A, Mazzone P, Della Marca G, Capozzo A, Vitale F, Scarnati E. Pedunculopontine tegmental Nucleus-evoked prepulse inhibition of the blink reflex in Parkinson's disease. Clin Neurophysiol 2021; 132:2729-2738. [PMID: 34417108 DOI: 10.1016/j.clinph.2021.06.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 06/14/2021] [Accepted: 06/16/2021] [Indexed: 12/20/2022]
Abstract
OBJECTIVE To investigate the effects on the blink reflex (BR) of single stimuli applied to the pedunculopontine tegmental nucleus (PPTg). METHODS The BR was evoked by stimulating the supraorbital nerve (SON) in fifteen patients suffering from idiopathic Parkinson's disease (PD) who had electrodes monolaterally or bilaterally implanted in the PPTg for deep brain stimulation (DBS). Single stimuli were delivered to the PPTg through externalized electrode connection wires 3-4 days following PPTg implantation. RESULTS PPTg stimuli increased the latency and reduced duration, amplitude and area of the R2 component of the BR in comparison to the response recorded in the absence of PPTg stimulation. These effects were independent of the side of SON stimulation and were stable for interstimulus interval (ISI) between PPTg prepulse and SON stimulus from 0 to 110 ms. The PPTg-induced prepulse inhibition of the BR was bilaterally present in the brainstem. The R1 component was unaffected. CONCLUSIONS The prepulse inhibition of the R2 component may be modulated by the PPTg. SIGNIFICANCE These findings suggest that abnormalities of BR occurring in PD may be ascribed to a reduction of basal ganglia-mediated inhibition of brainstem excitability.
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Affiliation(s)
- Angelo Insola
- Clinical Neurophysiopathology, CTO Andrea Alesini Hospital, ASL Roma 2, Via San Nemesio 21, 00145 Rome, Italy.
| | - Paolo Mazzone
- Functional and Stereotactic Neurosurgery, CTO Andrea Alesini Hospital, ASL Roma 2, Via San Nemesio 21, 00145 Rome, Italy
| | - Giacomo Della Marca
- Institute of Neurology, Catholic University, Largo A.Gemelli 8, 00168 Rome, Italy
| | - Annamaria Capozzo
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, Via Vetoio Coppito 2, 67100 L'Aquila, Italy
| | - Flora Vitale
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, Via Vetoio Coppito 2, 67100 L'Aquila, Italy
| | - Eugenio Scarnati
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, Via Vetoio Coppito 2, 67100 L'Aquila, Italy
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Chambers NE, Coyle M, Sergio J, Lanza K, Saito C, Topping B, Clark SD, Bishop C. Effects of pedunculopontine nucleus cholinergic lesion on gait and dyskinesia in hemiparkinsonian rats. Eur J Neurosci 2021; 53:2835-2847. [PMID: 33426708 DOI: 10.1111/ejn.15106] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 01/02/2021] [Accepted: 01/04/2021] [Indexed: 11/30/2022]
Abstract
Pedunculopontine nucleus (PPN) cholinergic neurons are implicated in freezing of gait in Parkinson's disease (PD) and motor stereotypy in normal animals, but the causal role of these neurons on specific gait parameters and treatment-induced dyskinesia remains speculative. Therefore, we examined whether selective cholinergic lesion of the rostral PPN affects PD motor and gait deficits, L-DOPA-induced dyskinesia and motor improvement, and DA-agonist-induced dyskinesia. Sprague-Dawley rats were assigned to one unilaterally lesioned group: Sham lesion, PPN cholinergic lesion with diphtheria urotensin II fusion toxin, medial forebrain bundle dopamine lesion with 6-hydroxydopamine, or dual acetylcholine and dopamine lesion. We used gait analysis and forepaw adjusting steps to examine PD gait and motor deficits. Forepaw adjusting steps were also used to assess motor improvement with L-DOPA treatment. The abnormal involuntary movements scale measured L-DOPA and dopamine D1- and D2-receptor agonist-induced dyskinesia. Lesions, verified via tyrosine hydroxylase and choline acetyltransferase immunohistochemistry reduced an average of 95% of nigral dopamine neurons and 80% of PPN cholinergic neurons, respectively. Rats receiving acetylcholine and dual lesion demonstrated enhanced freezing, and acetylcholine lesioned rats exhibited increased print area and stand index. Dopamine and dual lesion produced similar forepaw adjusting steps task on and off L-DOPA. Relative to DA lesioned rats, dual lesioned rats displayed reduced L-DOPA and DA agonist-induced dyskinesia at specific time points. Our results indicate that PPN cholinergic neurons affect gait parameters related to postural stability. Therefore, therapeutically targeting PPN cholinergic neurons could reduce intractable postural instability in PD without affecting motor benefits or side effects of L-DOPA treatment.
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Affiliation(s)
- Nicole E Chambers
- Department of Psychology, Behavioral Neuroscience Program, Binghamton University, Binghamton, NY, USA
| | - Michael Coyle
- Department of Psychology, Behavioral Neuroscience Program, Binghamton University, Binghamton, NY, USA
| | - Jordan Sergio
- Department of Psychology, Behavioral Neuroscience Program, Binghamton University, Binghamton, NY, USA
| | - Kathryn Lanza
- Department of Psychology, Behavioral Neuroscience Program, Binghamton University, Binghamton, NY, USA
| | - Carolyn Saito
- Department of Psychology, Behavioral Neuroscience Program, Binghamton University, Binghamton, NY, USA
| | - Brent Topping
- Department of Psychology, Behavioral Neuroscience Program, Binghamton University, Binghamton, NY, USA
| | - Stewart D Clark
- Department of Pharmacology and Toxicology, Jacobs School of Medicine & Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA
| | - Christopher Bishop
- Department of Psychology, Behavioral Neuroscience Program, Binghamton University, Binghamton, NY, USA
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Holanda VM, Okun MS, Middlebrooks EH, Gungor A, Barry ME, Forder J, Foote KD. Postmortem Dissections of Common Targets for Lesion and Deep Brain Stimulation Surgeries. Neurosurgery 2020; 86:860-872. [PMID: 31504849 DOI: 10.1093/neuros/nyz318] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 05/09/2019] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The subthalamic nucleus (STN), globus pallidus internus (GPi), and pedunculopontine nucleus (PPN) are effective targets for deep brain stimulation (DBS) in many pathological conditions. Previous literature has focused on appropriate stimulation targets and their relationships with functional neuroanatomic pathways; however, comprehensive anatomic dissections illustrating these nuclei and their connections are lacking. This information will provide insight into the anatomic basis of stimulation-induced DBS benefits and side effects. OBJECTIVE To combine advanced cadaveric dissection techniques and ultrahigh field magnetic resonance imaging (MRI) to explore the anatomy of the STN, GPi, and PPN with their associated fiber pathways. METHODS A total of 10 cadaveric human brains and 2 hemispheres of a cadaveric head were examined using fiber dissection techniques. The anatomic dissections were compared with 11.1 Tesla (T) structural MRI and 4.7 T MRI fiber tractography. RESULTS The extensive connections of the STN (caudate nucleus, putamen, medial frontal cortex, substantia innominata, substantia nigra, PPN, globus pallidus externus (GPe), GPi, olfactory tubercle, hypothalamus, and mammillary body) were demonstrated. The connections of GPi to the thalamus, substantia nigra, STN, amygdala, putamen, PPN, and GPe were also illustrated. The PPN was shown to connect to the STN and GPi anteriorly, to the cerebellum inferiorly, and to the substantia nigra anteriorly and superiorly. CONCLUSION This study demonstrates connections using combined anatomic microdissections, ultrahigh field MRI, and MRI tractography. The anatomic findings are analyzed in relation to various stimulation-induced clinical effects. Precise knowledge of neuroanatomy, anatomic relationships, and fiber connections of the STN, GPi, PPN will likely enable more effective targeting and improved DBS outcomes.
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Affiliation(s)
- Vanessa M Holanda
- Fixel Institute for Neurological Diseases, Department of Neurosurgery, University of Florida, Gainesville, Florida.,Center of Neurology and Neurosurgery Associates (NeuroCENNA), BP - A Beneficência Portuguesa de São Paulo, São Paulo SP, Brazil.,Department of Neurosurgery, Mayo Clinic College of Medicine, Jacksonville, Florida
| | - Michael S Okun
- Fixel Institute for Neurological Diseases, Department of Neurology, University of Florida, Gainesville, Florida
| | - Erik H Middlebrooks
- Department of Radiology, Mayo Clinic College of Medicine, Jacksonville, Florida
| | - Abuzer Gungor
- Department of Neurosurgery, Acιbadem Mehmet Ali Aydinlar University, Istanbul, Turkey
| | - Margaret E Barry
- Fixel Institute for Neurological Diseases, Department of Neurosurgery, University of Florida, Gainesville, Florida
| | - John Forder
- Department of Radiology, University of Florida, Gainesville, Florida
| | - Kelly D Foote
- Fixel Institute for Neurological Diseases, Department of Neurosurgery, University of Florida, Gainesville, Florida
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Palmisano C, Todisco M, Marotta G, Volkmann J, Pacchetti C, Frigo CA, Pezzoli G, Isaias IU. Gait initiation in progressive supranuclear palsy: brain metabolic correlates. NEUROIMAGE-CLINICAL 2020; 28:102408. [PMID: 33353609 PMCID: PMC7689404 DOI: 10.1016/j.nicl.2020.102408] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 07/29/2020] [Accepted: 08/30/2020] [Indexed: 02/07/2023]
Abstract
Dysfunctional gait initiation in progressive supranuclear palsy relates to poor feedforward motor control. Hypometabolism of the caudate nucleus impairs programming of anticipatory postural adjustments. Thalamic hypometabolism correlates with the center of mass kinematic resultants of anticipatory postural adjustments.
The initiation of gait is a highly challenging task for the balance control system, and can be used to investigate the neural control of upright posture maintenance during whole-body movement. Gait initiation is a centrally-mediated motion achieved in a principled, controlled manner, including predictive mechanisms (anticipatory postural adjustments, APA) that destabilize the antigravitary postural set of body segments for the execution of functionally-optimized stepping. Progressive supranuclear palsy (PSP) is a neurodegenerative disease characterized by early impairment of balance and frequent falls. The neural correlates of postural imbalance and falls in PSP are largely unknown. We biomechanically assessed the APA at gait initiation (imbalance, unloading, and stepping phases) of 26 patients with PSP and 14 age-matched healthy controls. Fourteen of 26 enrolled patients were able to perform valid gait initiation trials. The influence of anthropometric and base-of-support measurements on the biomechanical outcome variables was assessed and removed. Biomechanical data were correlated with clinical findings and, in 11 patients, with brain metabolic abnormalities measured using positron emission tomography and 2-deoxy-2-[18F]fluoro-D-glucose. Patients with PSP showed impaired modulation of the center of pressure displacement for a proper setting of the center of mass momentum and subsequent efficient stepping. Biomechanical measurements correlated with “Limb motor” and “Gait and midline” subscores of the Progressive Supranuclear Palsy Rating Scale. Decreased regional glucose uptake in the caudate nucleus correlated with impaired APA programming. Hypometabolism of the caudate nucleus, supplementary motor area, cingulate cortex, thalamus, and midbrain was associated with specific biomechanical resultants of APA. Our findings show that postural instability at gait initiation in patients with PSP correlates with deficient APA production, and is associated with multiple and distinctive dysfunctioning of different areas of the supraspinal locomotor network. Objective biomechanical measures can help to understand fall-related pathophysiological mechanisms and to better monitor disease progression and new interventions.
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Affiliation(s)
- Chiara Palmisano
- Department of Neurology, University Hospital of Würzburg and Julius Maximilian University of Würzburg, Würzburg, Germany; MBMC Lab, Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Massimiliano Todisco
- Department of Neurology, University Hospital of Würzburg and Julius Maximilian University of Würzburg, Würzburg, Germany; Parkinson's Disease and Movement Disorders Unit, IRCCS Mondino Foundation, Pavia, Italy; Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Giorgio Marotta
- Department of Nuclear Medicine, Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, Milan, Italy
| | - Jens Volkmann
- Department of Neurology, University Hospital of Würzburg and Julius Maximilian University of Würzburg, Würzburg, Germany
| | - Claudio Pacchetti
- Parkinson's Disease and Movement Disorders Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Carlo A Frigo
- MBMC Lab, Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | | | - Ioannis U Isaias
- Department of Neurology, University Hospital of Würzburg and Julius Maximilian University of Würzburg, Würzburg, Germany.
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11
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Navratilova D, Krobot A, Otruba P, Nevrly M, Krahulik D, Kolar P, Kolarova B, Kaiserova M, Mensikova K, Vastik M, Kurcova S, Kanovsky P. Deep Brain Stimulation Effects on Gait Pattern in Advanced Parkinson's Disease Patients. Front Neurosci 2020; 14:814. [PMID: 32922256 PMCID: PMC7456806 DOI: 10.3389/fnins.2020.00814] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 07/10/2020] [Indexed: 12/12/2022] Open
Abstract
Background Gait disturbance accompanies many neurodegenerative diseases; it is characteristic for Parkinson’s disease (PD). Treatment of advanced PD often includes deep brain stimulation (DBS) of the subthalamic nucleus. Regarding gait, previous studies have reported non-significant or conflicting results, possibly related to methodological limitations. Objective The objective of this prospective study was to assess the effects of DBS on biomechanical parameters of gait in patients with PD. Methods Twenty-one patients with advanced PD participated in this prospective study. Gait was examined in all patients using the Zebris FDM-T pressure-sensitive treadmill (Isny, Germany) before DBS implantation and after surgery immediately, further immediately after the start of neurostimulation, and 3 months after neurostimulator activation. We assessed spontaneous gait on a moving treadmill at different speeds. Step length, stance phase of both lower limbs, double-stance phase, and cadence were evaluated. Results In this study, step length increased, allowing the cadence to decrease. Double-stance phase duration, that is, the most sensitive parameter of gait quality and unsteadiness, was reduced, in gait at a speed of 4.5 km/h and in the narrow-based gaits at 1 km/h (tandem gait), which demonstrates improvement. Conclusion This study suggests positive effects of DBS treatment on gait in PD patients. Improvement was observed in several biomechanical parameters of gait.
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Affiliation(s)
- Daniela Navratilova
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Alois Krobot
- Department of Rehabilitation, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Pavel Otruba
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Martin Nevrly
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - David Krahulik
- Department of Neurosurgery, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Petr Kolar
- Department of Rehabilitation, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Barbora Kolarova
- Department of Rehabilitation, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Michaela Kaiserova
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Katerina Mensikova
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Miroslav Vastik
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Sandra Kurcova
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Petr Kanovsky
- Department of Neurology, University Hospital and Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
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Yu K, Ren Z, Guo S, Li J, Li Y. Effects of pedunculopontine nucleus deep brain stimulation on gait disorders in Parkinson's Disease: A meta-analysis of the literature. Clin Neurol Neurosurg 2020; 198:106108. [PMID: 32763669 DOI: 10.1016/j.clineuro.2020.106108] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVES The pedunculopontine nucleus (PPN) is considered a promising target to alleviate gait disorders. We aimed to evaluate the effects of PPN stimulation on motor symptoms and gait disorders in patients with Parkinson's disease (PD) to help assess the potential role of PPN-DBS treatment in gait disorders. METHODS Studies were searched for low-frequency PPN stimulation to treat gait disorders and freezing of gait (FOG) in the PubMed, Embase, Cochrane Library, Web of Science, and ClinicalKey up to April 2020. Outcomes of Unified Parkinson's Disease Rating Scale (UPDRS) part III, subitems 27-30; UPDRS subitems 13 and 14; the Freezing of Gait Questionnaire (FOGQ), and the Gait and Falls Questionnaire (GFQ) were extracted and evaluated during PPN On-stimulation compared to preoperation or Off-stimulation in both Off- and On-medication states. RESULTS There was a significant improvement in subitems 27-30 with PPN On-stimulation versus Off-stimulation in Off-medication and On-medication states, but no improvement in UPDRS part III. The occurrence of FOG and falls also declined between PPN On-stimulation and presurgery, with a significant improvement in subitem 13 and subitem 14 in Off-medication and On-medication states, GFQ, and FQGQ. Heterogeneity in stimulation frequency, follow-up, electrode location, and unilateral or bilateral stimulation existed among the included studies. CONCLUSIONS In some conditions and in some selective PD patients, low-frequency PPN-DBS has beneficial effects on FOG and falls but no wider benefits on rigidity, resting tremor, or bradykinesia.
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Affiliation(s)
- Kaijia Yu
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, PR China
| | - Zhiwei Ren
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, PR China
| | - Song Guo
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, PR China
| | - Jianyu Li
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, PR China.
| | - Yongjie Li
- Beijing Institute of Functional Neurosurgery, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, 100053, PR China
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13
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Chambers NE, Lanza K, Bishop C. Pedunculopontine Nucleus Degeneration Contributes to Both Motor and Non-Motor Symptoms of Parkinson's Disease. Front Pharmacol 2020; 10:1494. [PMID: 32009944 PMCID: PMC6974690 DOI: 10.3389/fphar.2019.01494] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2019] [Accepted: 11/19/2019] [Indexed: 12/31/2022] Open
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder characterized by hypokinetic motor features; however, patients also display non-motor symptoms like sleep disorders. The standard treatment for PD is dopamine replacement with L-DOPA; however, symptoms including gait deficits and sleep disorders are unresponsive to L-DOPA. Notably, these symptoms have been linked to aberrant activity in the pedunculopontine nucleus (PPN). Of late, clinical trials involving PPN deep brain stimulation (DBS) have been employed to alleviate gait deficits. Although preclinical evidence implicating PPN cholinergic neurons in gait dysfunction was initially promising, DBS trials fell short of expected outcomes. One reason for the failure of DBS may be that the PPN is a heterogenous nucleus that consists of GABAergic, cholinergic, and glutamatergic neurons that project to a diverse array of brain structures. Second, DBS trials may have been unsuccessful because PPN neurons are susceptible to mitochondrial dysfunction, Lewy body pathology, and degeneration in PD. Therefore, pharmaceutical or gene-therapy strategies targeting specific PPN neuronal populations or projections could better alleviate intractable PD symptoms. Unfortunately, how PPN neuronal populations and their respective projections influence PD motor and non-motor symptoms remains enigmatic. Herein, we discuss normal cellular and neuroanatomical features of the PPN, the differential susceptibility of PPN neurons to PD-related insults, and we give an overview of literature suggesting a role for PPN neurons in motor and sleep deficits in PD. Finally, we identify future approaches directed towards the PPN for the treatment of PD motor and sleep symptoms.
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Affiliation(s)
| | | | - Christopher Bishop
- Department of Psychology, Binghamton University, Binghamton, NY, United States
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14
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Karl JA, Ouyang B, Verhagen Metman L. A Novel Dual-Frequency Deep Brain Stimulation Paradigm for Parkinson's Disease. Neurol Ther 2019; 8:483-489. [PMID: 31243712 PMCID: PMC6858889 DOI: 10.1007/s40120-019-0140-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Indexed: 12/05/2022] Open
Abstract
INTRODUCTION Deep brain stimulation (DBS) of the subthalamic nucleus (STN) using high-frequency (130-185 Hz) stimulation (HFS) is more effective for appendicular than for axial symptoms. Low-frequency stimulation (LFS) of the STN may reduce gait/balance and speech impairment but can result in worsened appendicular symptoms, limiting its clinical usefulness. A novel dual-frequency paradigm (interleave-interlink, IL-IL) was created in order to reduce gait/balance and speech impairment while maintaining appendicular symptom control in Parkinson's disease (PD) patients chronically stimulated with DBS. METHODS Two overlapping LFS programs are applied to each DBS lead, with the overlapping area focused around the optimal electrode contact. As a result, this area receives HFS, controlling appendicular symptoms. The non-overlapping area receives LFS, potentially reducing gait/balance and speech impairment. Patients were separated into three categories based on their chief complaint(s): gait/balance impairment, speech impairment, and/or incomplete PD symptom control. The Clinical- Global Impression of Change scale (CGI-C) was completed retrospectively based on patient/caregiver feedback in patients who remained on IL-IL (at 3 months and at the last follow-up). RESULTS Seventy-six patients were switched from optimized HFS to IL-IL. Fifty-five (72%) patients remained on IL-IL after 22 ± 8.7 months. The median (range) CGI-C for gait was 2 (1-5) at 3 months and 3 (1-4) at last follow-up, for dysarthria it was 4 (1-4) at 3 months and 4 (1-5) at last follow-up, and for PD motor it was 2 (1-3) at 3 months and 2 (1-3) at last follow-up. CONCLUSION A substantial number of patients remained on IL-IL because of subjective improvements in gait/balance, speech, or PD symptoms. A prospective, double-blind, crossover study with objective/quantitative outcome measures is underway.
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Affiliation(s)
- Jessica A Karl
- Movement Disorder Section of Neurological Sciences, Rush University Medical Center, 1725 W. Harrison Street, Suite 755, Chicago, IL, 60612, USA.
| | - Bichun Ouyang
- Movement Disorder Section of Neurological Sciences, Rush University Medical Center, 1725 W. Harrison Street, Suite 755, Chicago, IL, 60612, USA
| | - Leo Verhagen Metman
- Movement Disorder Section of Neurological Sciences, Rush University Medical Center, 1725 W. Harrison Street, Suite 755, Chicago, IL, 60612, USA
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Heilbronn M, Scholten M, Schlenstedt C, Mancini M, Schöllmann A, Cebi I, Pötter-Nerger M, Gharabaghi A, Weiss D. Anticipatory postural adjustments are modulated by substantia nigra stimulation in people with Parkinson's disease and freezing of gait. Parkinsonism Relat Disord 2019; 66:34-39. [DOI: 10.1016/j.parkreldis.2019.06.023] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 06/17/2019] [Accepted: 06/26/2019] [Indexed: 01/17/2023]
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Stefani A, Grandi LC, Galati S. Deep brain stimulation of the pedunculopontine nucleus modulates subthalamic pathological oscillations. Neurobiol Dis 2019; 128:49-52. [DOI: 10.1016/j.nbd.2018.11.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 10/29/2018] [Accepted: 11/09/2018] [Indexed: 01/24/2023] Open
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Vitale F, Capozzo A, Mazzone P, Scarnati E. Neurophysiology of the pedunculopontine tegmental nucleus. Neurobiol Dis 2019. [DOI: 10.1016/j.nbd.2018.03.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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18
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High Cervical Spinal Cord Stimulation: A One Year Follow-Up Study on Motor and Non-Motor Functions in Parkinson's Disease. Brain Sci 2019; 9:brainsci9040078. [PMID: 30987170 PMCID: PMC6523357 DOI: 10.3390/brainsci9040078] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 03/20/2019] [Accepted: 04/02/2019] [Indexed: 01/24/2023] Open
Abstract
Background: The present study investigated the effectiveness of stimulation applied at cervical levels on pain and Parkinson’s disease (PD) symptoms using either tonic or burst stimulation mode. Methods: Tonic high cervical spinal cord stimulation (T-HCSCS) was applied on six PD patients suffering from low back pain and failed back surgery syndrome, while burst HCSCS (B-HCSCS) was applied in twelve PD patients to treat primarily motor deficits. Stimulation was applied percutaneously with quadripolar or octapolar electrodes. Clinical evaluation was assessed by the Unified Parkinson’s Disease Rating Scale (UPDRS) and the Hoehn and Yahr (H&Y) scale. Pain was evaluated by a visual analog scale. Evaluations of gait and of performance in a cognitive motor task were performed in some patients subjected to B-HCSCS. One patient who also suffered from severe autonomic cardiovascular dysfunction was investigated to evaluate the effectiveness of B-HCSCS on autonomic functions. Results: B-HCSCS was more effective and had more consistent effects than T-HCSCS in reducing pain. In addition, B-HCSCS improved UPDRS scores, including motor sub-items and tremor and H&Y score. Motor benefits appeared quickly after the beginning of B-HCSCS, in contrast to long latency improvements induced by T-HCSCS. A slight decrease of effectiveness was observed 12 months after implantation. B-HCSCS also improved gait and ability of patients to correctly perform a cognitive–motor task requiring inhibition of a prepared movement. Finally, B-HCSCS ameliorated autonomic control in the investigated patient. Conclusions: The results support a better usefulness of B-HCSCS compared to T-HCSCS in controlling pain and specific aspects of PD motor and non-motor deficits for at least one year.
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Geng X, Wang X, He F, Zhang X, Xie J, Gao G, Han H, Yao X, Zhang H, Gao Y, Wang Y, Wang M. Spike and Local Field Synchronization Between the Pedunculopontine Nucleus and Primary Motor Cortex in a Rat Model of Parkinson's Disease. Neuroscience 2019; 404:470-483. [DOI: 10.1016/j.neuroscience.2019.01.044] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 10/16/2018] [Accepted: 01/23/2019] [Indexed: 02/06/2023]
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Di Giovanni G, Chagraoui A, Puginier E, Galati S, De Deurwaerdère P. Reciprocal interaction between monoaminergic systems and the pedunculopontine nucleus: Implication in the mechanism of L-DOPA. Neurobiol Dis 2018; 128:9-18. [PMID: 30149181 DOI: 10.1016/j.nbd.2018.08.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 07/19/2018] [Accepted: 08/23/2018] [Indexed: 01/31/2023] Open
Abstract
The pedunculopontine nucleus (PPN) is part of the mesencephalic locomotor region (MLR) and has been involved in the control of gait, posture, locomotion, sleep, and arousal. It likely participates in some motor and non-motor symptoms of Parkinson's disease and is regularly proposed as a surgical target to ameliorate gait, posture and sleep disorders in Parkinsonian patients. The PPN overlaps with the monoaminergic systems including dopamine, serotonin and noradrenaline in the modulation of the above-mentioned functions. All these systems are involved in Parkinson's disease and the mechanism of the anti-Parkinsonian agents, mostly L-DOPA. This suggests that PPN interacts with monoaminergic neurons and vice versa. Some evidence indicates that the PPN sends cholinergic, glutamatergic and even gabaergic inputs to mesencephalic dopaminergic cells, with the data regarding serotonergic or noradrenergic cells being less well known. Similarly, the control exerted by the PPN on dopaminergic neurons, is multiple and complex, and more extensively explored than the other monoaminergic systems. The data on the influence of monoaminergic systems on PPN neuron activity are rather scarce. While there is evidence that the PPN influences the therapeutic response of L-DOPA, it is still difficult to discerne the reciprocal action of the PPN and monoaminergic systems in this action. Additional data are required to better understand the functional organization of monoaminergic inputs to the MLR including the PPN to get a clearer picture of their interaction.
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Affiliation(s)
- Giuseppe Di Giovanni
- Department of Physiology & Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta; Neuroscience Division, School of Biosciences, Cardiff University, Cardiff, UK.
| | - Abdeslam Chagraoui
- Normandie Univ, UNIROUEN, INSERM, U1239, CHU Rouen, Neuronal and Neuroendocrine Differentiation and Communication Laboratory, Institute for Research and Innovation in Biomedicine of Normandy (IRIB), Rouen, France; Department of Medical Biochemistry, Rouen University Hospital, Rouen, France
| | - Emilie Puginier
- Normandie Univ, UNIROUEN, INSERM, U1239, CHU Rouen, Neuronal and Neuroendocrine Differentiation and Communication Laboratory, Institute for Research and Innovation in Biomedicine of Normandy (IRIB), Rouen, France; Department of Medical Biochemistry, Rouen University Hospital, Rouen, France
| | - Salvatore Galati
- Parkinson and movement Disorders Center Neurocenter of Southern Switzerland, Ospedale Civico di Lugano, Lugano, Switzerland
| | - Philippe De Deurwaerdère
- Centre National de la Recherche Scientifique (Unité Mixte de Recherche 5287), 146 rue Léo Saignat, B.P.281, F-33000 Bordeaux Cedex, France.
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Mazzone P, Vitale F, Capozzo A, Viselli F, Scarnati E. Deep Brain Stimulation of the Pedunculopontine Tegmental Nucleus Improves Static Balance in Parkinson’s Disease. Neuromodulation 2018. [DOI: 10.1016/b978-0-12-805353-9.00079-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Yiou E, Caderby T, Delafontaine A, Fourcade P, Honeine JL. Balance control during gait initiation: State-of-the-art and research perspectives. World J Orthop 2017; 8:815-828. [PMID: 29184756 PMCID: PMC5696609 DOI: 10.5312/wjo.v8.i11.815] [Citation(s) in RCA: 108] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 08/30/2017] [Accepted: 09/12/2017] [Indexed: 02/06/2023] Open
Abstract
It is well known that balance control is affected by aging, neurological and orthopedic conditions. Poor balance control during gait and postural maintenance are associated with disability, falls and increased mortality. Gait initiation - the transient period between the quiet standing posture and steady state walking - is a functional task that is classically used in the literature to investigate how the central nervous system (CNS) controls balance during a whole-body movement involving change in the base of support dimensions and center of mass progression. Understanding how the CNS in able-bodied subjects exerts this control during such a challenging task is a pre-requisite to identifying motor disorders in populations with specific impairments of the postural system. It may also provide clinicians with objective measures to assess the efficiency of rehabilitation programs and better target interventions according to individual impairments. The present review thus proposes a state-of-the-art analysis on: (1) the balance control mechanisms in play during gait initiation in able bodied subjects and in the case of some frail populations; and (2) the biomechanical parameters used in the literature to quantify dynamic stability during gait initiation. Balance control mechanisms reviewed in this article included anticipatory postural adjustments, stance leg stiffness, foot placement, lateral ankle strategy, swing foot strike pattern and vertical center of mass braking. Based on this review, the following viewpoints were put forward: (1) dynamic stability during gait initiation may share a principle of homeostatic regulation similar to most physiological variables, where separate mechanisms need to be coordinated to ensure stabilization of vital variables, and consequently; and (2) rehabilitation interventions which focus on separate or isolated components of posture, balance, or gait may limit the effectiveness of current clinical practices.
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Affiliation(s)
- Eric Yiou
- Laboratoire CIAMS, Université Paris-Sud, Université Paris-Saclay, Orsay 91405, France
- Laboratoire CIAMS, Université d’Orléans, Orléans 45067, France
| | - Teddy Caderby
- Laboratoire IRISSE, UFR des Sciences de l’Homme et de l’Environnement, Université de la Réunion, Ile de la Réunion 97430, France
| | - Arnaud Delafontaine
- Laboratoire CIAMS, Université Paris-Sud, Université Paris-Saclay, Orsay 91405, France
- Laboratoire CIAMS, Université d’Orléans, Orléans 45067, France
- Ecole Nationale de Kinésithérapie et Rééducation, Saint Maurice 75012, France
| | - Paul Fourcade
- Laboratoire CIAMS, Université Paris-Sud, Université Paris-Saclay, Orsay 91405, France
- Laboratoire CIAMS, Université d’Orléans, Orléans 45067, France
| | - Jean-Louis Honeine
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia, Pavia 27100, Italy
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Thevathasan W, Debu B, Aziz T, Bloem BR, Blahak C, Butson C, Czernecki V, Foltynie T, Fraix V, Grabli D, Joint C, Lozano AM, Okun MS, Ostrem J, Pavese N, Schrader C, Tai CH, Krauss JK, Moro E. Pedunculopontine nucleus deep brain stimulation in Parkinson's disease: A clinical review. Mov Disord 2017; 33:10-20. [DOI: 10.1002/mds.27098] [Citation(s) in RCA: 122] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2016] [Revised: 06/08/2017] [Accepted: 06/14/2017] [Indexed: 12/21/2022] Open
Affiliation(s)
- Wesley Thevathasan
- Department of Medicine; Royal Melbourne Hospital, University of Melbourne, Australia and the Bionics Institute of Australia; Melbourne Australia
| | - Bettina Debu
- Movement Disorders Center; Division of Neurology, Centre Hospitalier Universitaire (CHU) Grenoble, Grenoble Alpes University; Grenoble France
| | - Tipu Aziz
- Department of Neurosurgery; John Radcliffe Hospital, University of Oxford; Oxford UK
| | - Bastiaan R. Bloem
- Department of Neurology; Donders Institute for Brain, Cognition and Behaviour, Radboud University; Nijmegen the Netherlands
| | - Christian Blahak
- Department of Neurology; Universitätsmedizin Mannheim, University of Heidelberg; Heidelberg Germany
| | - Christopher Butson
- Department of Bioengineering; Scientific Computing and Imaging Institute, University of Utah; Salt Lake City USA
| | - Virginie Czernecki
- Department of Neurology; Institut de Cerveau et de la Moelle épinière, Sorbonne Universités, University Pierre-and-Marie-Curie (UPMC) Université; Paris France
| | - Thomas Foltynie
- Sobell Department of Motor Neuroscience; University College London (UCL) Institute of Neurology; United Kingdom
| | - Valerie Fraix
- Movement Disorders Center; Division of Neurology, Centre Hospitalier Universitaire (CHU) Grenoble, Grenoble Alpes University; Grenoble France
| | - David Grabli
- Department of Neurology; Assistance Publique-Hôpitaux de Paris, Pitié-Salpêtière University Hospital; Paris France
| | - Carole Joint
- Department of Neurosurgery; John Radcliffe Hospital, University of Oxford; Oxford UK
| | - Andres M. Lozano
- Department of Neurosurgery; Toronto Western Hospital, University of Toronto; Toronto Canada
| | - Michael S. Okun
- Departments of Neurology and Neurosurgery; University of Florida Center for Movement Disorders; Gainesville Florida USA
| | - Jill Ostrem
- Department of Neurology; UCSF Movement Disorder and Neuromodulation Center, University of California; San Francisco USA
| | - Nicola Pavese
- Institute of Neuroscience; Newcastle University; Newcastle upon Tyne UK
- Department of Clinical Medicine; Centre for Functionally Integrative Neuroscience, University of Aarhus; Aarhus Denmark
- Department of Neurology; Hannover Medical School; Hannover Germany
| | | | - Chun-Hwei Tai
- Department of Neurology; National Taiwan University Hospital, College of Medicine, National Taiwan University; Taipei Taiwan
| | - Joachim K. Krauss
- Department of Neurosurgery; Hannover Medical School; Hannover Germany
| | - Elena Moro
- Movement Disorders Center; Division of Neurology, Centre Hospitalier Universitaire (CHU) Grenoble, Grenoble Alpes University; Grenoble France
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Ashlesh P, Kumar SS, Preet KK, Vinay G. Deep brain stimulation of subthalamic nucleus helps in improving late phase motor planning in Parkinson's disease. Clin Neurol Neurosurg 2017. [PMID: 28641127 DOI: 10.1016/j.clineuro.2017.06.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Deep brain stimulation of subthalamic nucleus (DBS-STN) is a well-accepted treatment for Parkinson's disease (PD) but its effect on motor planning in the disease is yet unclear. This study examines the effect of switching the stimulation ON and OFF on components of bereitschaftspotentials in PD. PATIENTS AND METHODS Scalp bereitschaftspotentials were recorded during self-paced right wrist extensions at Fz, Cz, Pz, C3 and C4 sites in patients on DBS-STN plus medications (DBS-STN group) as treatment modality or on medications only (Med group) and compared with age matched healthy controls. In DBS-STN group, the potentials were recorded in stimulation ON, stimulation OFF, and again after re-switching stimulation ON-2. Offline analysis of potentials was done to calculate peak amplitude, late slope (-500 to 0ms) and early slope (-1500 to -500ms). RESULTS We observed that the two components of bereitschaftspotentials in stimulation ON state were comparable to those in age matched controls. The late slope was found to be significantly reduced during stimulation OFF as compared to stimulation ON at Cz (p<0.001), C3 (p<0.001) and C4 (p<0.01) electrode sites. This parameter failed to improve on re-switching stimulation ON at Cz (p<0.01). No significant change was observed in early part of bereitschaftspotentials among any of the conditions. CONCLUSION Our study shows that DBS-STN along with anti-parkinsonian medications helps in improving both components of bereitschaftspotentials in PD. Switching stimulation OFF for fifteen minutes principally affects the late component i.e. the execution part of motor planning; which cannot be reversed by re-switching ON. Thus the chronic and acute effects of switching DBS-STN ON are different and principally affect the later part of motor planning.
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Affiliation(s)
- Patil Ashlesh
- Department of Physiology, All India Institute of Medical Sciences, New Delhi, India
| | - Sood Sanjay Kumar
- Department of Physiology, All India Institute of Medical Sciences, New Delhi, India
| | - Kochhar Kanwal Preet
- Department of Physiology, All India Institute of Medical Sciences, New Delhi, India.
| | - Goyal Vinay
- Department of Neurology, All India Insitute of Medical Sciencest, New Delhi, India
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Ryczko D, Dubuc R. Dopamine and the Brainstem Locomotor Networks: From Lamprey to Human. Front Neurosci 2017; 11:295. [PMID: 28603482 PMCID: PMC5445171 DOI: 10.3389/fnins.2017.00295] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 05/11/2017] [Indexed: 11/13/2022] Open
Abstract
In vertebrates, dopamine neurons are classically known to modulate locomotion via their ascending projections to the basal ganglia that project to brainstem locomotor networks. An increased dopaminergic tone is associated with increase in locomotor activity. In pathological conditions where dopamine cells are lost, such as in Parkinson's disease, locomotor deficits are traditionally associated with the reduced ascending dopaminergic input to the basal ganglia. However, a descending dopaminergic pathway originating from the substantia nigra pars compacta was recently discovered. It innervates the mesencephalic locomotor region (MLR) from basal vertebrates to mammals. This pathway was shown to increase locomotor output in lampreys, and could very well play an important role in mammals. Here, we provide a detailed account on the newly found dopaminergic pathway in lamprey, salamander, rat, monkey, and human. In lampreys and salamanders, dopamine release in the MLR is associated with the activation of reticulospinal neurons that carry the locomotor command to the spinal cord. Dopamine release in the MLR potentiates locomotor movements through a D1-receptor mechanism in lampreys. In rats, stimulation of the substantia nigra pars compacta elicited dopamine release in the pedunculopontine nucleus, a known part of the MLR. In a monkey model of Parkinson's disease, a reduced dopaminergic innervation of the brainstem locomotor networks was reported. Dopaminergic fibers are also present in human pedunculopontine nucleus. We discuss the conserved locomotor role of this pathway from lamprey to mammals, and the hypothesis that this pathway could play a role in the locomotor deficits reported in Parkinson's disease.
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Affiliation(s)
- Dimitri Ryczko
- Groupe de Recherche sur le Système Nerveux Central, Département de Neurosciences, Université de MontréalMontréal, QC, Canada
| | - Réjean Dubuc
- Groupe de Recherche sur le Système Nerveux Central, Département de Neurosciences, Université de MontréalMontréal, QC, Canada.,Groupe de Recherche en Activité Physique Adaptée, Département des Sciences de l'Activité Physique, Université du Québec à MontréalMontréal, QC, Canada
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Stefani A, Trendafilov V, Liguori C, Fedele E, Galati S. Subthalamic nucleus deep brain stimulation on motor-symptoms of Parkinson's disease: Focus on neurochemistry. Prog Neurobiol 2017; 151:157-174. [PMID: 28159574 DOI: 10.1016/j.pneurobio.2017.01.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 01/20/2017] [Accepted: 01/22/2017] [Indexed: 12/19/2022]
Abstract
Deep brain stimulation (DBS) has become a standard therapy for Parkinson's disease (PD) and it is also currently under investigation for other neurological and psychiatric disorders. Although many scientific, clinical and ethical issues are still unresolved, DBS delivered into the subthalamic nucleus (STN) has improved the quality of life of several thousands of patients. The mechanisms underlying STN-DBS have been debated extensively in several reviews; less investigated are the biochemical consequences, which are still under scrutiny. Crucial and only partially understood, for instance, are the complex interplays occurring between STN-DBS and levodopa (LD)-centred therapy in the post-surgery follow-up. The main goal of this review is to address the question of whether an improved motor control, based on STN-DBS therapy, is also achieved through the additional modulation of other neurotransmitters, such as noradrenaline (NA) and serotonin (5-HT). A critical issue is to understand not only acute DBS-mediated effects, but also chronic changes, such as those involving cyclic nucleotides, capable of modulating circuit plasticity. The present article will discuss the neurochemical changes promoted by STN-DBS and will document the main results obtained in microdialysis studies. Furthermore, we will also examine the preliminary achievements of voltammetry applied to humans, and discuss new hypothetical investigational routes, taking into account novel players such as glia, or subcortical regions such as the pedunculopontine (PPN) area. Our further understanding of specific changes in brain chemistry promoted by STN-DBS would further disseminate its utilisation, at any stage of disease, avoiding an irreversible lesioning approach.
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Affiliation(s)
- A Stefani
- Department of System Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133 Rome, Italy
| | - V Trendafilov
- Laboratory for Biomedical Neurosciences (LBN), Neurocenter of Southern Switzerland (NSI), Lugano, Switzerland
| | - C Liguori
- Department of System Medicine, University of Rome "Tor Vergata", Via Montpellier 1, 00133 Rome, Italy
| | - E Fedele
- Department of Pharmacy, Pharmacology and Toxicology Unit and Center of Excellence for Biomedical Research, University of Genoa, 16148 Genoa, Italy
| | - S Galati
- Laboratory for Biomedical Neurosciences (LBN), Neurocenter of Southern Switzerland (NSI), Lugano, Switzerland.
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Geng X, Wang X, Xie J, Zhang X, Wang X, Hou Y, Lei C, Li M, Han H, Yao X, Zhang Q, Wang M. Effect of l-DOPA on local field potential relationship between the pedunculopontine nucleus and primary motor cortex in a rat model of Parkinson’s disease. Behav Brain Res 2016; 315:1-9. [DOI: 10.1016/j.bbr.2016.08.018] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Revised: 08/06/2016] [Accepted: 08/07/2016] [Indexed: 01/07/2023]
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Snijders AH, Takakusaki K, Debu B, Lozano AM, Krishna V, Fasano A, Aziz TZ, Papa SM, Factor SA, Hallett M. Physiology of freezing of gait. Ann Neurol 2016; 80:644-659. [DOI: 10.1002/ana.24778] [Citation(s) in RCA: 137] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2015] [Revised: 09/14/2016] [Accepted: 09/15/2016] [Indexed: 11/08/2022]
Affiliation(s)
- Anke H. Snijders
- Department of Neurology, Donders Institute for Brain, Cognition, and Behavior; Radboud University Medical Center; Nijmegen the Netherlands
- Maasziekenhuis Pantein; Boxmeer the Netherlands
| | - Kaoru Takakusaki
- Research Center for Brain Function and Medical Engineering; Asahikawa Medical University; Asahikawa Japan
| | - Bettina Debu
- Joseph Fourier University, Grenoble Universities; Grenoble France
| | - Andres M. Lozano
- Division of Neurosurgery; University of Toronto; Toronto Ontario Canada
| | - Vibhor Krishna
- Division of Neurosurgery; University of Toronto; Toronto Ontario Canada
- Department of Neurosurgery; Ohio State University; Columbus OH
| | - Alfonso Fasano
- Morton and Gloria Shulman Movement Disorders Centre and the Edmond J. Safra Program in Parkinson's Disease, Toronto Western Hospital; University Health Network; Toronto Ontario Canada
| | - Tipu Z. Aziz
- John Radcliffe Hospital; Headington Oxford United Kingdom
| | - Stella M. Papa
- Department of Neurology, Jean and Paul Amos Parkinson's Disease and Movement Disorders Center; Emory University School of Medicine; Atlanta GA
| | - Stewart A. Factor
- Department of Neurology, Jean and Paul Amos Parkinson's Disease and Movement Disorders Center; Emory University School of Medicine; Atlanta GA
| | - Mark Hallett
- Human Motor Control Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health; Bethesda MD
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Honeine JL, Schieppati M, Crisafulli O, Do MC. The Neuro-Mechanical Processes That Underlie Goal-Directed Medio-Lateral APA during Gait Initiation. Front Hum Neurosci 2016; 10:445. [PMID: 27642280 PMCID: PMC5015477 DOI: 10.3389/fnhum.2016.00445] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 08/19/2016] [Indexed: 02/06/2023] Open
Abstract
Gait initiation (GI) involves passing from bipedal to unipedal stance. It requires a rapid movement of the center of foot pressure (CoP) towards the future swing foot and of the center of mass (CoM) in the direction of the stance foot prior to the incoming step. This anticipatory postural adjustment (APA) allows disengaging the swing leg from the ground and establishing favorable conditions for stepping. This study aimed to describe the neuro-mechanical process that underlies the goal-directed medio-lateral (ML) APA. We hypothesized that controlled knee flexion of the stance leg contributes to the initial ML displacement of the CoP and to the calibration of the first step. Fourteen subjects initiated gait starting from three different initial stance widths of 15 cm (Small), 30 cm (Medium), and 45 cm (Large). Optoelectronic, force platform and electromyogram (EMG) measurements were performed. During APA, soleus activity diminished bilaterally, while tibialis anterior (TA) activity increased, more so in the stance leg than in the swing leg, and to a larger extent with increasing initial stance width. Knee flexion of the stance leg was observed during APA and correlated with the ML CoP displacement towards the swing leg. ML CoP and CoM displacements during APA increased with increasing stance width. The activity of stance-leg TA was correlated with the degree of knee flexion. Swing-leg tensor fasciae latae (TFL) was also active during APA. Across subjects, when stance-leg tibialis activity was low, TFL activity was large and vice versa. The modulation of the ML CoP position during APA allowed the gravity-driven torque to place the CoM just lateral to the stance foot during step execution. Accordingly, the gravity-driven torque, the ML CoM velocity during step execution, and the step width at foot contact (FC) were lower in the Small and greater in the Large condition. Consequently, the position of the stepping foot at FC remained close to the sagittal plane in all three conditions. Conclusively, coordinated activation of hip abductors and ankle dorsiflexors during APA displaces the CoP towards the swing leg, and sets the contact position for the swing foot.
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Affiliation(s)
- Jean-Louis Honeine
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia Pavia, Italy
| | - Marco Schieppati
- Department of Public Health, Experimental and Forensic Medicine, University of PaviaPavia, Italy; Centro Studi Attività Motorie (CSAM), Fondazione Salvatore Maugeri (IRCSS), Scientific Institute of PaviaPavia, Italy
| | - Oscar Crisafulli
- Department of Public Health, Experimental and Forensic Medicine, University of Pavia Pavia, Italy
| | - Manh-Cuong Do
- Faculty of Sport Science, Complexité, Innovations, Activités Motrices et Sportives (CIAMS), Université Paris-Saclay Orsay, France
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Altilio R, Paoloni M, Panella M. Selection of clinical features for pattern recognition applied to gait analysis. Med Biol Eng Comput 2016; 55:685-695. [PMID: 27435068 DOI: 10.1007/s11517-016-1546-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 07/05/2016] [Indexed: 11/28/2022]
Abstract
This paper deals with the opportunity of extracting useful information from medical data retrieved directly from a stereophotogrammetric system applied to gait analysis. A feature selection method to exhaustively evaluate all the possible combinations of the gait parameters is presented, in order to find the best subset able to classify among diseased and healthy subjects. This procedure will be used for estimating the performance of widely used classification algorithms, whose performance has been ascertained in many real-world problems with respect to well-known classification benchmarks, both in terms of number of selected features and classification accuracy. Precisely, support vector machine, Naive Bayes and K nearest neighbor classifiers can obtain the lowest classification error, with an accuracy greater than 97 %. For the considered classification problem, the whole set of features will be proved to be redundant and it can be significantly pruned. Namely, groups of 3 or 5 features only are able to preserve high accuracy when the aim is to check the anomaly of a gait. The step length and the swing speed are the most informative features for the gait analysis, but also cadence and stride may add useful information for the movement evaluation.
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Affiliation(s)
- Rosa Altilio
- Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome "La Sapienza", Via Eudossiana, 18, 00184, Rome, Italy.
| | - Marco Paoloni
- Biomechanics and Movement Analysis Laboratory, Physical Medicine and Rehabilitation, University of Rome "La Sapienza", Piazzale Aldo Moro, 5, 00185, Rome, Italy
| | - Massimo Panella
- Department of Information Engineering, Electronics and Telecommunications (DIET), University of Rome "La Sapienza", Via Eudossiana, 18, 00184, Rome, Italy
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Wichmann T, DeLong MR. Deep Brain Stimulation for Movement Disorders of Basal Ganglia Origin: Restoring Function or Functionality? Neurotherapeutics 2016; 13:264-83. [PMID: 26956115 PMCID: PMC4824026 DOI: 10.1007/s13311-016-0426-6] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Deep brain stimulation (DBS) is highly effective for both hypo- and hyperkinetic movement disorders of basal ganglia origin. The clinical use of DBS is, in part, empiric, based on the experience with prior surgical ablative therapies for these disorders, and, in part, driven by scientific discoveries made decades ago. In this review, we consider anatomical and functional concepts of the basal ganglia relevant to our understanding of DBS mechanisms, as well as our current understanding of the pathophysiology of two of the most commonly DBS-treated conditions, Parkinson's disease and dystonia. Finally, we discuss the proposed mechanism(s) of action of DBS in restoring function in patients with movement disorders. The signs and symptoms of the various disorders appear to result from signature disordered activity in the basal ganglia output, which disrupts the activity in thalamocortical and brainstem networks. The available evidence suggests that the effects of DBS are strongly dependent on targeting sensorimotor portions of specific nodes of the basal ganglia-thalamocortical motor circuit, that is, the subthalamic nucleus and the internal segment of the globus pallidus. There is little evidence to suggest that DBS in patients with movement disorders restores normal basal ganglia functions (e.g., their role in movement or reinforcement learning). Instead, it appears that high-frequency DBS replaces the abnormal basal ganglia output with a more tolerable pattern, which helps to restore the functionality of downstream networks.
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Affiliation(s)
- Thomas Wichmann
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA.
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA.
| | - Mahlon R DeLong
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
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Sitti I, Acar G, Zisakis AK, Özdemir M, Acar F, Burchiel KJ. Effect of Subthalamic Nucleus Stimulation on Pedunculopontine Nucleus Neural Activity. Stereotact Funct Neurosurg 2016; 94:54-9. [PMID: 26977617 DOI: 10.1159/000442892] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2015] [Accepted: 11/30/2015] [Indexed: 11/19/2022]
Abstract
BACKGROUND The pedunculopontine nucleus has recently been proposed as an alternative target for deep brain stimulation for the treatment of medically intractable Parkinson's disease. The suggested indication for pedunculopontine nucleus deep brain stimulation is severe and medically intractable axial symptoms such as gait and postural impairment. OBJECTIVE Our goal in this study was to describe the effects of subthalamic nucleus stimulation on pedunculopontine nucleus electrophysiological activity. METHODS Fourteen male Wistar rats were divided into a sham stimulation group and an experimental group. In both groups, electrodes were implanted bilaterally into the subthalamic nucleus and into the right pedunculopontine nucleus. Microelectrode recordings were carried out in both groups prior to and during subthalamic nucleus stimulation. RESULTS Subthalamic nucleus stimulation produced no clear inhibition of neuronal firing in the pedunculopontine nucleus. However, we found that stimulation of the subthalamic nucleus at 60 Hz produces some entrainment of pedunculopontine nucleus neuronal firing and a shift of subthalamic nucleus firing patterns to more tonic and random patterns. These results are consistent with the effects of deep brain stimulation on neuronal activity in the subthalamic nucleus and globus pallidus internus. CONCLUSION The result of this study provides additional evidence to improve our understanding of the mechanism of subthalamic nucleus-deep brain stimulation, and its physiological consequences.
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Affiliation(s)
- Ilkay Sitti
- Department of Neurosurgery, Faculty of Medicine, Pamukkale University, Denizli, Turkey
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Mazzone P, Vilela Filho O, Viselli F, Insola A, Sposato S, Vitale F, Scarnati E. Our first decade of experience in deep brain stimulation of the brainstem: elucidating the mechanism of action of stimulation of the ventrolateral pontine tegmentum. J Neural Transm (Vienna) 2016; 123:751-767. [DOI: 10.1007/s00702-016-1518-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 01/28/2016] [Indexed: 12/19/2022]
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Cholinergic excitation from the pedunculopontine tegmental nucleus to the dentate nucleus in the rat. Neuroscience 2016; 317:12-22. [PMID: 26762800 DOI: 10.1016/j.neuroscience.2015.12.055] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Revised: 12/14/2015] [Accepted: 12/30/2015] [Indexed: 11/24/2022]
Abstract
In spite of the existence of pedunculopontine tegmental nucleus (PPTg) projections to cerebellar nuclei, their nature and functional role is unknown. These fibers may play a crucial role in postural control and may be involved in the beneficial effects induced by deep-brain stimulation (DBS) of brainstem structures in motor disorders. We investigated the effects of PPTg microstimulation on single-unit activity of dentate, fastigial and interpositus nuclei. The effects of PPTg stimulation were also studied in rats whose PPTg neurons were destroyed by ibotenic acid and subsequently subjected to iontophoretically applied cholinergic antagonists. The main response recorded in cerebellar nuclei was a short-latency (1.5-2 ms) and brief (13-15 ms) orthodromic activation. The dentate nucleus was the most responsive to PPTg stimulation. The destruction of PPTg cells reduced the occurrence of PPTg-evoked activation of dentate neurons, suggesting that the effect was due to stimulation of cell bodies and not due to fibers passing through or close to the PPTg. Application of cholinergic antagonists reduced or eliminated the PPTg-evoked response recorded in the dentate nucleus. The results show that excitation is exerted by the PPTg on the cerebellar nuclei, in particular on the dentate nucleus. Taken together with the reduction of nicotinamide adenine dinucleotide phosphate-diaphorase-positive neurons in lesioned animals, the iontophoretic experiments suggest that the activation of dentate neurons is due to cholinergic fibers. These data help to explain the effects of DBS of the PPTg on axial motor disabilities in neurodegenerative disorders.
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Effects of deep brain stimulation on balance and gait in patients with Parkinson's disease: A systematic neurophysiological review. Neurophysiol Clin 2015; 45:371-88. [DOI: 10.1016/j.neucli.2015.07.001] [Citation(s) in RCA: 107] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2015] [Revised: 06/23/2015] [Accepted: 07/16/2015] [Indexed: 12/17/2022] Open
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Contralateral conditioning to the soleus H-reflex as a function of age and physical activity. Exp Brain Res 2015; 234:13-23. [DOI: 10.1007/s00221-015-4430-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 08/24/2015] [Indexed: 01/05/2023]
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Metman LV, Slavin KV. Advances in functional neurosurgery for Parkinson's disease. Mov Disord 2015; 30:1461-70. [DOI: 10.1002/mds.26338] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 06/23/2015] [Indexed: 11/11/2022] Open
Affiliation(s)
| | - Konstantin V. Slavin
- Department of Neurosurgery; University of Illinois at Chicago; Chicago Illinois USA
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Geldenhuys WJ, Guseman TL, Pienaar IS, Dluzen DE, Young JW. A novel biomechanical analysis of gait changes in the MPTP mouse model of Parkinson's disease. PeerJ 2015; 3:e1175. [PMID: 26339553 PMCID: PMC4558067 DOI: 10.7717/peerj.1175] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Accepted: 07/21/2015] [Indexed: 01/04/2023] Open
Abstract
Parkinson's disease (PD) is an age-associated neurodegenerative disorder hallmarked by a loss of mesencephalic dopaminergic neurons. Accurate recapitulation of the PD movement phenotype in animal models of the disease is critical for understanding disease etiology and developing novel therapeutic treatments. However, most existing behavioral assays currently applied to such animal models fail to adequately detect and subsequently quantify the subtle changes associated with the progressive stages of PD. In this study, we used a video-based analysis system to develop and validate a novel protocol for tracking locomotor performance in the 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) mouse model of PD. We anticipated that (1) treated mice should use slower, shorter, and less frequent strides and (2) that gait deficits should monotonically increase following MPTP administration, as the effects of neurodegeneration become manifest. Video-based biomechanical analyses, utilizing behavioral measures motivated by the comparative biomechanics literature, were used to quantify gait dynamics over a seven-day period following MPTP treatment. Analyses revealed shuffling behaviors consistent with the gait symptoms of advanced PD in humans. Here we also document dramatic gender-based differences in locomotor performance during the progression of the MPTP-induced lesion, despite male and female mice showing similar losses of striatal dopaminergic cells following MPTP administration. Whereas female mice appeared to be protected against gait deficits, males showed multiple changes in gait kinematics, consistent with the loss of locomotor agility and stability. Overall, these data show that the novel video analysis protocol presented here is a robust method capable of detecting subtle changes in gait biomechanics in a mouse model of PD. Our findings indicate that this method is a useful means by which to easily and economically screen preclinical therapeutic compounds for protecting against or reversing neuropathology associated with PD neurodegeneration.
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Affiliation(s)
- Werner J Geldenhuys
- Department of Pharmaceutical Sciences, College of Pharmacy, Northeast Ohio Medical University (NEOMED) , Rootstown, OH , USA
| | - Tamara L Guseman
- Department of Anatomy and Neurobiology, College of Medicine, Northeast Ohio Medical University, (NEOMED) , Rootstown, OH , USA
| | - Ilse S Pienaar
- Center for Neurodegeneration and Neuroinflammation, Division of Brain Sciences, Department of Medicine, Imperial College London , London , United Kingdom
| | - Dean E Dluzen
- Department of Anatomy and Neurobiology, College of Medicine, Northeast Ohio Medical University, (NEOMED) , Rootstown, OH , USA ; Current affiliation: Department of Anatomy, Southern Illinois University School of Medicine , Carbondale, IL , USA
| | - Jesse W Young
- Department of Anatomy and Neurobiology, College of Medicine, Northeast Ohio Medical University, (NEOMED) , Rootstown, OH , USA
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Zitella LM, Teplitzky BA, Yager P, Hudson HM, Brintz K, Duchin Y, Harel N, Vitek JL, Baker KB, Johnson MD. Subject-specific computational modeling of DBS in the PPTg area. Front Comput Neurosci 2015; 9:93. [PMID: 26236229 PMCID: PMC4500924 DOI: 10.3389/fncom.2015.00093] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2015] [Accepted: 07/02/2015] [Indexed: 11/23/2022] Open
Abstract
Deep brain stimulation (DBS) in the pedunculopontine tegmental nucleus (PPTg) has been proposed to alleviate medically intractable gait difficulties associated with Parkinson's disease. Clinical trials have shown somewhat variable outcomes, stemming in part from surgical targeting variability, modulating fiber pathways implicated in side effects, and a general lack of mechanistic understanding of DBS in this brain region. Subject-specific computational models of DBS are a promising tool to investigate the underlying therapy and side effects. In this study, a parkinsonian rhesus macaque was implanted unilaterally with an 8-contact DBS lead in the PPTg region. Fiber tracts adjacent to PPTg, including the oculomotor nerve, central tegmental tract, and superior cerebellar peduncle, were reconstructed from a combination of pre-implant 7T MRI, post-implant CT, and post-mortem histology. These structures were populated with axon models and coupled with a finite element model simulating the voltage distribution in the surrounding neural tissue during stimulation. This study introduces two empirical approaches to evaluate model parameters. First, incremental monopolar cathodic stimulation (20 Hz, 90 μs pulse width) was evaluated for each electrode, during which a right eyelid flutter was observed at the proximal four contacts (−1.0 to −1.4 mA). These current amplitudes followed closely with model predicted activation of the oculomotor nerve when assuming an anisotropic conduction medium. Second, PET imaging was collected OFF-DBS and twice during DBS (two different contacts), which supported the model predicted activation of the central tegmental tract and superior cerebellar peduncle. Together, subject-specific models provide a framework to more precisely predict pathways modulated by DBS.
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Affiliation(s)
- Laura M Zitella
- Department of Biomedical Engineering, University of Minnesota Minneapolis, MN, USA
| | - Benjamin A Teplitzky
- Department of Biomedical Engineering, University of Minnesota Minneapolis, MN, USA
| | - Paul Yager
- Department of Neurology, University of Minnesota Minneapolis, MN, USA
| | - Heather M Hudson
- Department of Neurology, University of Minnesota Minneapolis, MN, USA
| | - Katelynn Brintz
- Department of Biomedical Engineering, University of Minnesota Minneapolis, MN, USA
| | - Yuval Duchin
- Center for Magnetic Resonance Research, University of Minnesota Minneapolis, MN, USA
| | - Noam Harel
- Center for Magnetic Resonance Research, University of Minnesota Minneapolis, MN, USA
| | - Jerrold L Vitek
- Department of Neurology, University of Minnesota Minneapolis, MN, USA
| | - Kenneth B Baker
- Department of Neurology, University of Minnesota Minneapolis, MN, USA
| | - Matthew D Johnson
- Department of Biomedical Engineering, University of Minnesota Minneapolis, MN, USA ; Institute for Translational Neuroscience, University of Minnesota Minneapolis, MN, USA
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Low-frequency stimulation of the pedunculopontine nucleus affects gait and the neurotransmitter level in the ventrolateral thalamic nucleus in 6-OHDA Parkinsonian rats. Neurosci Lett 2015; 600:62-8. [PMID: 26054938 DOI: 10.1016/j.neulet.2015.06.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 05/24/2015] [Accepted: 06/03/2015] [Indexed: 12/11/2022]
Abstract
The pedunculopontine nucleus (PPN) is connected to spinal, cerebellar and cerebral motor control structures and can be activated with external electrodes. Intrinsic cholinergic neuronal degeneration in the PPN is associated with postural instabilities and gait disturbances (PIGD) in advanced Parkinson's disease (PD). Clinical studies have demonstrated that PPN stimulation may improve PIGD. We investigated this claim and the underlying mechanisms using the 6-hydroxydopamine (6-OHDA) hemilesion model of PD. In this study, gait-related parameters, including the base of support (BOS), stride length, and maximum contact area, were analyzed via CatWalk gait analysis following PPN-low frequency stimulation (LFS) of rats with unilateral 6-OHDA lesions. Additionally, neurotransmitter concentrations in the ventrolateral thalamic nucleus (VL) were measured by microdialysis and liquid chromatography-mass spectrometry (LC-MS). Our data revealed that unilateral 6-OHDA lesions of the medial forebrain bundle (MFB) induced significant gait deficits. PPN-LFS significantly improved the BOS (hindlimb) and maximum contact area (impaired forelimb) scores, whereas no other gait parameters were significantly affected. Unilateral 6-OHDA MFB lesions significantly decreased acetylcholine (ACh) and moderately decreased noradrenaline (NA) concentrations in the VL. PPN-LFS mildly reversed the ACh loss in the VL in the lesioned rats but did not alter the NA levels. Taken together, our data indicate that PPN-LFS is useful for treating gait deficits of PD and that these effects are probably mediated by a rebalancing of ACh levels in the PPN-VL pathway. Thus, our findings provide possible insight into the mechanisms underlying PIGD in PD.
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Bonora G, Carpinella I, Cattaneo D, Chiari L, Ferrarin M. A new instrumented method for the evaluation of gait initiation and step climbing based on inertial sensors: a pilot application in Parkinson's disease. J Neuroeng Rehabil 2015; 12:45. [PMID: 25940457 PMCID: PMC4419387 DOI: 10.1186/s12984-015-0038-0] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Accepted: 04/22/2015] [Indexed: 01/19/2023] Open
Abstract
Background Step climbing is a demanding task required for personal autonomy in daily living. Anticipatory Postural Adjustments (APAs) preceding gait initiation have been widely investigated revealing to be hypometric in Parkinson’s disease (PD) with consequences in movement initiation. However, only few studies focused on APAs prior to step climbing. In this work, a novel method based on wearable inertial sensors for the analysis of APAs preceding gait initiation and step climbing was developed to further understand dynamic balance control. Validity and sensitivity of the method have been evaluated. Methods Eleven PD and 20 healthy subjects were asked to perform two transitional tasks from quiet standing to level walking, and to step climbing respectively. All the participants wore two inertial sensors, placed on the trunk (L2-L4) and laterally on the shank. In addition, a validation group composed of healthy subjects and 5 PD patients performed the tasks on two force platforms. Correlation between parameters from wearable sensors and force platforms was evaluated. Temporal parameters and trunk acceleration from PD and healthy subjects were analyzed. Results Significant correlation was found for the validation group between temporal parameters extracted from wearable sensors and force platforms and between medio-lateral component of trunk acceleration and correspondent COP displacement. These results support the validity of the method for evaluating APAs prior to both gait initiation and step climbing. Comparison between PD subjects and a subgroup of healthy controls confirms a reduction in PD of the medio-lateral acceleration of the trunk during the imbalance phase in the gait initiation task and shows similar trends during the imbalance and unloading phase of the step climbing task. Interestingly, PD subjects presented difficulties in adapting the medio-lateral amplitude of the imbalance phase to the specific task needs. Conclusions Validity of the method was confirmed by the significant correlation between parameters extracted from wearable sensors and force platforms. Sensitivity was proved by the capability to discriminate PD subjects from healthy controls. Our findings support the applicability of the method to subjects of different age. This method could be a possible valid instrument for a better understanding of feed-forward anticipatory strategies.
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Affiliation(s)
- Gianluca Bonora
- Biomedical Technology Department, Found. Don C. Gnocchi Onlus, IRCCS, Via Capecelatro 66, 20148, Milan, Italy.
| | - Ilaria Carpinella
- Biomedical Technology Department, Found. Don C. Gnocchi Onlus, IRCCS, Via Capecelatro 66, 20148, Milan, Italy.
| | - Davide Cattaneo
- LaRiCe: Gait and Balance Disorders Laboratory, Department of Neurorehabilitation, Found. Don C. Gnocchi Onlus, IRCCS, Via Capecelatro 66, 20148, Milan, Italy.
| | - Lorenzo Chiari
- Department of Electrical, Electronic, and Information Engineering - Guglielmo Marconi (DEI), University of Bologna, Viale Risorgimento 2, 40136, Bologna, Italy.
| | - Maurizio Ferrarin
- Biomedical Technology Department, Found. Don C. Gnocchi Onlus, IRCCS, Via Capecelatro 66, 20148, Milan, Italy.
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Capozzo A, Vitale F, Mattei C, Mazzone P, Scarnati E. Continuous stimulation of the pedunculopontine tegmental nucleus at 40 Hz affects preparative and executive control in a delayed sensorimotor task and reduces rotational movements induced by apomorphine in the 6-OHDA parkinsonian rat. Behav Brain Res 2014; 271:333-42. [PMID: 24959863 DOI: 10.1016/j.bbr.2014.06.033] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Revised: 06/13/2014] [Accepted: 06/16/2014] [Indexed: 12/21/2022]
Abstract
The pedunculopontine tegmental nucleus (PPTg) relays basal ganglia signals to the thalamus, lower brainstem and spinal cord. Using the 6-hydroxydopamine (6-OHDA) rat model of parkinsonism, we investigated whether deep brain stimulation (DBS) of the PPTg (40 Hz, 60 μs, 200-400 μA) may influence the preparative and executive phases in a conditioned behavioural task, and the motor asymmetries induced by apomorphine. In the conditioned task, rats had to press two levers according to a fixed delay paradigm. The 6-OHDA lesion was placed in the right medial forebrain bundle, i.e. contralaterally to the preferred forepaw used by rats to press levers in the adopted task. The stimulating electrode was implanted in the right PPTg, i.e. contralateral to left side, which was expected to be most affected. The lesion significantly reduced correct responses from 63.4% to 16.6%. PPTg-DBS effects were episodic; however, when rats successfully performed in the task (18.9%), reaction time (468.8 ± 36.5 ms) was significantly increased (589.9 ± 45.9 ms), but not improved by PPTg-DBS (646.7 ± 33.8 ms). Movement time was significantly increased following the lesion (649.2 ± 42.6 ms vs. 810.9 ± 53.0 ms), but significantly reduced by PPTg-DBS (820.4 ± 39.4 ms) compared to sham PPTg-DBS (979.8 ± 47.6 ms). In a second group of lesioned rats, rotations induced by apomorphine were significantly reduced by PPTg-DBS compared to sham PPTg-DBS (12.2 ± 0.6 vs. 9.5 ± 0.4 mean turns/min). Thus, it appears that specific aspects of motor deficits in 6-OHDA-lesioned rats may be modulated by PPTg-DBS.
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Affiliation(s)
- Annamaria Capozzo
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, Via Vetoio, Coppito 2, I-67100 L'Aquila, Italy
| | - Flora Vitale
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, Via Vetoio, Coppito 2, I-67100 L'Aquila, Italy
| | - Claudia Mattei
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, Via Vetoio, Coppito 2, I-67100 L'Aquila, Italy
| | - Paolo Mazzone
- Unit of Functional Neurosurgery, CTO Alesini Hospital ASL Rome C, Via San Nemesio 21, 00145 Rome, Italy
| | - Eugenio Scarnati
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, Via Vetoio, Coppito 2, I-67100 L'Aquila, Italy.
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