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1.
Brain ; 146(8): 3258-3272, 2023 08 01.
Article in English | MEDLINE | ID: mdl-36881989

ABSTRACT

The neurodegenerative synucleinopathies, including Parkinson's disease and dementia with Lewy bodies, are characterized by a typically lengthy prodromal period of progressive subclinical motor and non-motor manifestations. Among these, idiopathic REM sleep behaviour disorder is a powerful early predictor of eventual phenoconversion, and therefore represents a critical opportunity to intervene with neuroprotective therapy. To inform the design of randomized trials, it is essential to study the natural progression of clinical markers during the prodromal stages of disease in order to establish optimal clinical end points. In this study, we combined prospective follow-up data from 28 centres of the International REM Sleep Behavior Disorder Study Group representing 12 countries. Polysomnogram-confirmed REM sleep behaviour disorder subjects were assessed for prodromal Parkinson's disease using the Movement Disorder Society criteria and underwent periodic structured sleep, motor, cognitive, autonomic and olfactory testing. We used linear mixed-effect modelling to estimate annual rates of clinical marker progression stratified by disease subtype, including prodromal Parkinson's disease and prodromal dementia with Lewy bodies. In addition, we calculated sample size requirements to demonstrate slowing of progression under different anticipated treatment effects. Overall, 1160 subjects were followed over an average of 3.3 ± 2.2 years. Among clinical variables assessed continuously, motor variables tended to progress faster and required the lowest sample sizes, ranging from 151 to 560 per group (at 50% drug efficacy and 2-year follow-up). By contrast, cognitive, olfactory and autonomic variables showed modest progression with higher variability, resulting in high sample sizes. The most efficient design was a time-to-event analysis using combined milestones of motor and cognitive decline, estimating 117 per group at 50% drug efficacy and 2-year trial duration. Finally, while phenoconverters showed overall greater progression than non-converters in motor, olfactory, cognitive and certain autonomic markers, the only robust difference in progression between Parkinson's disease and dementia with Lewy bodies phenoconverters was in cognitive testing. This large multicentre study demonstrates the evolution of motor and non-motor manifestations in prodromal synucleinopathy. These findings provide optimized clinical end points and sample size estimates to inform future neuroprotective trials.


Subject(s)
Lewy Body Disease , Parkinson Disease , REM Sleep Behavior Disorder , Humans , Parkinson Disease/complications , Parkinson Disease/diagnosis , Lewy Body Disease/diagnosis , REM Sleep Behavior Disorder/diagnosis , Prospective Studies , Disease Progression , Biomarkers , Prodromal Symptoms
2.
JAMA ; 326(10): 926-939, 2021 09 14.
Article in English | MEDLINE | ID: mdl-34519802

ABSTRACT

Importance: Urate elevation, despite associations with crystallopathic, cardiovascular, and metabolic disorders, has been pursued as a potential disease-modifying strategy for Parkinson disease (PD) based on convergent biological, epidemiological, and clinical data. Objective: To determine whether sustained urate-elevating treatment with the urate precursor inosine slows early PD progression. Design, Participants, and Setting: Randomized, double-blind, placebo-controlled, phase 3 trial of oral inosine treatment in early PD. A total of 587 individuals consented, and 298 with PD not yet requiring dopaminergic medication, striatal dopamine transporter deficiency, and serum urate below the population median concentration (<5.8 mg/dL) were randomized between August 2016 and December 2017 at 58 US sites, and were followed up through June 2019. Interventions: Inosine, dosed by blinded titration to increase serum urate concentrations to 7.1-8.0 mg/dL (n = 149) or matching placebo (n = 149) for up to 2 years. Main Outcomes and Measures: The primary outcome was rate of change in the Movement Disorder Society Unified Parkinson Disease Rating Scale (MDS-UPDRS; parts I-III) total score (range, 0-236; higher scores indicate greater disability; minimum clinically important difference of 6.3 points) prior to dopaminergic drug therapy initiation. Secondary outcomes included serum urate to measure target engagement, adverse events to measure safety, and 29 efficacy measures of disability, quality of life, cognition, mood, autonomic function, and striatal dopamine transporter binding as a biomarker of neuronal integrity. Results: Based on a prespecified interim futility analysis, the study closed early, with 273 (92%) of the randomized participants (49% women; mean age, 63 years) completing the study. Clinical progression rates were not significantly different between participants randomized to inosine (MDS-UPDRS score, 11.1 [95% CI, 9.7-12.6] points per year) and placebo (MDS-UPDRS score, 9.9 [95% CI, 8.4-11.3] points per year; difference, 1.26 [95% CI, -0.59 to 3.11] points per year; P = .18). Sustained elevation of serum urate by 2.03 mg/dL (from a baseline level of 4.6 mg/dL; 44% increase) occurred in the inosine group vs a 0.01-mg/dL change in serum urate in the placebo group (difference, 2.02 mg/dL [95% CI, 1.85-2.19 mg/dL]; P<.001). There were no significant differences for secondary efficacy outcomes including dopamine transporter binding loss. Participants randomized to inosine, compared with placebo, experienced fewer serious adverse events (7.4 vs 13.1 per 100 patient-years) but more kidney stones (7.0 vs 1.4 stones per 100 patient-years). Conclusions and Relevance: Among patients recently diagnosed as having PD, treatment with inosine, compared with placebo, did not result in a significant difference in the rate of clinical disease progression. The findings do not support the use of inosine as a treatment for early PD. Trial Registration: ClinicalTrials.gov Identifier: NCT02642393.


Subject(s)
Disease Progression , Inosine/therapeutic use , Parkinson Disease/drug therapy , Uric Acid/blood , Aged , Biomarkers/blood , Dopamine Plasma Membrane Transport Proteins/deficiency , Double-Blind Method , Female , Humans , Inosine/adverse effects , Kidney Calculi/chemically induced , Male , Middle Aged , Parkinson Disease/blood , Parkinson Disease/physiopathology , Severity of Illness Index , Treatment Failure
3.
J Neurol Neurosurg Psychiatry ; 91(7): 740-749, 2020 07.
Article in English | MEDLINE | ID: mdl-32404379

ABSTRACT

The rapid eye movement sleep behavioural disorder (RBD) population is an ideal study population for testing disease-modifying treatments for synucleinopathies, since RBD represents an early prodromal stage of synucleinopathy when neuropathology may be more responsive to treatment. While clonazepam and melatonin are most commonly used as symptomatic treatments for RBD, clinical trials of symptomatic treatments are also needed to identify evidence-based treatments. A comprehensive framework for both disease-modifying and symptomatic treatment trials in RBD is described, including potential treatments in the pipeline, cost-effective participant recruitment and selection, study design, outcomes and dissemination of results. For disease-modifying treatment clinical trials, the recommended primary outcome is phenoconversion to an overt synucleinopathy, and stratification features should be used to select a study population at high risk of phenoconversion, to enable more rapid clinical trials. For symptomatic treatment clinical trials, objective polysomnogram-based measurement of RBD-related movements and vocalisations should be the primary outcome measure, rather than subjective scales or diaries. Mobile technology to enable objective measurement of RBD episodes in the ambulatory setting, and advances in imaging, biofluid, tissue, and neurophysiological biomarkers of synucleinopathies, will enable more efficient clinical trials but are still in development. Increasing awareness of RBD among the general public and medical community coupled with timely diagnosis of these diseases will facilitate progress in the development of therapeutics for RBD and associated neurodegenerative disorders.


Subject(s)
Clinical Trials as Topic , REM Sleep Behavior Disorder/drug therapy , Sleep, REM/drug effects , Humans , Research Design
4.
Mov Disord ; 33(12): 1895-1901, 2018 12.
Article in English | MEDLINE | ID: mdl-30187527

ABSTRACT

BACKGROUND: Direct targeting of the dentato-rubro-thalamic tract is efficacious in DBS for tremor suppression. OBJECTIVES: We sought to compare outcomes and optimal stimulation parameters for tremor control using the technique of directly targeting the dentato-rubro-thalamic tract to those who underwent indirect targeting of the ventral intermediate nucleus thalamus. METHODS: Twenty consecutive essential tremor patients obtained preoperative diffusion MRIs, where the dentato-rubro-thalamic tract was individually drawn and used to directly target the ventral intermediate nucleus of the thalamus during surgery. These patients were compared to an earlier cohort of 20 consecutive patients who underwent surgery using atlas-based coordinates. Baseline and 1-year postsurgery tremor amplitude using The Essential Tremor Rating Assessment Scale was recorded, as were the parameters needed for successful tremor control. RESULTS: The indirectly targeted group had greater baseline and postop tremor severity relative to those directly targeted (baseline, 2.9 vs. 2.6; P = 0.02; postop, 1.1 vs. 0.8; P = 0.03). Mean voltage, pulse width, and frequency for optimal tremor control in the directly targeted group (38 electrodes) = 2.8 V, 80 µs, 153 Hz; the parameters for the indirectly targeted group (38 electrodes) = 2.9 V, 86 µs, 179 Hz (significantly greater, P < 0.001). Both groups had significant improvement in arm tremor amplitude from baseline (P < 0.001) without sustained side effects. CONCLUSION: Direct targeting of the dentato-rubro-thalamic tract provides excellent tremor control, comparable to indirectly targeting the ventral intermediate nucleus of the thalamus. Use of lower stimulation parameters, especially frequency, to control tremor in the directly targeted group suggests that it is a more efficient targeting methodology, which may minimize battery depletion. © 2018 International Parkinson and Movement Disorder Society.


Subject(s)
Deep Brain Stimulation , Essential Tremor/therapy , Adult , Aged , Aged, 80 and over , Cerebellar Nuclei/physiopathology , Deep Brain Stimulation/methods , Diffusion Tensor Imaging/methods , Essential Tremor/physiopathology , Female , Humans , Male , Middle Aged , Neural Pathways/physiopathology , Thalamus/physiopathology , Thalamus/surgery , Treatment Outcome
5.
Stereotact Funct Neurosurg ; 95(2): 86-92, 2017.
Article in English | MEDLINE | ID: mdl-28208150

ABSTRACT

BACKGROUND/AIMS: Postoperative cerebral edema around a deep brain stimulation (DBS) electrode is an uncommon reported complication. The goal of this study was to identify instances of postoperative edema based on clinical presentation, and to remark on their management. METHODS: A retrospective chart review was performed on all patients who underwent DBS electrode implantation over a 3-year period. Routine CT imaging on postoperative day (POD) 1 was negative. Patients were identified based on clinical neurological changes, leading to imaging and subsequent diagnosis. RESULTS: Five of 145 patients (3.4%) presented with new neurological symptoms from POD 1 to 14, which were confirmed by CT imaging to show perilead and/or subcortical edema around 6 of 281 electrodes (2.1%). Four of 5 patients had unilateral edema despite bilateral implantation. Clinical presentations varied widely. Two patients presenting on POD 1 with deteriorating conditions required longer inpatient stays with supportive measures than those presenting later (p = 0.0002). All patients were treated with corticosteroids and returned to baseline by 3 months after surgery. CONCLUSIONS: Acute instances of DBS lead edema may occur as early as POD 1 and can rapidly progress into profound deficits. Treatment with supportive care and corticosteroids is otherwise identical to those cases presenting later.


Subject(s)
Brain Edema/diagnostic imaging , Brain Edema/surgery , Deep Brain Stimulation/adverse effects , Deep Brain Stimulation/instrumentation , Electrodes, Implanted/adverse effects , Postoperative Complications/diagnostic imaging , Acute Disease , Adult , Aged , Deep Brain Stimulation/trends , Electrodes, Implanted/trends , Female , Humans , Male , Postoperative Complications/etiology , Retrospective Studies
6.
Neuromodulation ; 20(5): 429-436, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28256785

ABSTRACT

OBJECTIVES: Targeting the dentato-rubro-thalamic tract (DRTt) has been suggested to be efficacious in deep brain stimulation (DBS) for tremor suppression, both in case reports and post-hoc analyses. This prospective observational study sought to analyze outcomes after directly targeting the DRTt in tremor patients. METHODS: 20 consecutively enrolled intention tremor patients obtained pre-operative MRI with diffusion tensor (dTi) sequences. Mean baseline tremor amplitude based on The Essential Tremor Rating Assessment Scale was recorded. The DRTt was drawn for each individual on StealthViz software (Medtronic) using the dentate nucleus as the seed region and the ipsilateral pre-central gyrus as the end region and then directly targeted during surgery. Intraoperative testing confirmed successful tremor control. Post-operative analysis of electrode position relative to the DRTt was performed, as was post-operative assessment of tremor improvement. RESULTS: The mean age of patients was 66.8 years; mean duration of tremor was 16 years. Mean voltage for the L electrode = 3.4 V; R = 2.6 V. Mean distance from the center of the active electrode contact to the DRTt was 0.9 mm on the L, and 0.8 mm on the R. Improvement in arm tremor amplitude from baseline after DBS was significant (P < 0.001). CONCLUSION: Direct targeting of the DRTt in DBS is an effective strategy for tremor suppression. Accounting for hardware, software, and model limitations, depiction of the DRTt allows for placement of electrode contacts directly within the fiber tract for modulation despite any anatomical variation, which reproducibly resulted in good tremor control.


Subject(s)
Cerebellar Nuclei/diagnostic imaging , Deep Brain Stimulation/methods , Red Nucleus/diagnostic imaging , Thalamus/diagnostic imaging , Tremor/diagnostic imaging , Adult , Aged , Aged, 80 and over , Cerebellar Nuclei/surgery , Diffusion Tensor Imaging/methods , Female , Humans , Male , Middle Aged , Neural Pathways/diagnostic imaging , Neural Pathways/surgery , Prospective Studies , Red Nucleus/surgery , Thalamus/surgery , Treatment Outcome , Tremor/surgery
7.
Semin Neurol ; 34(5): 591-6, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25520030

ABSTRACT

Severe spastic tone and/or spastic hypertonia can be the most disabling consequences of a neurologic insult, resulting from an excess of muscle tone. Baclofen, a GABA-B agonist, is one of the most widely used drugs in treating abnormal or disabling spastic tone. However, the effectiveness of baclofen taken orally is often limited by its systemic side effects, including sedation, confusion, and lethargy. Intrathecal baclofen (ITB) delivered by an implanted catheter can work directly at the spinal cord level to reduce spastic tone through presynaptic inhibition. Several decades after Penn and Kroin (1984) proved that continuous infusion of intrathecal baclofen reduced spinal cord spasticity, numerous studies have demonstrated the benefits of ITB therapy and proven its effectiveness in modulating and reducing spastic tone. In this article the authors review current methods of management with ITB therapy; summarize the current knowledge, controversies, and available scientific literature; illustrate through different clinical cases treatment strategies and their outcomes; and lastly, provide a synopsis of current clinical practice in ITB therapy with insights into new therapeutic developments.


Subject(s)
Baclofen/administration & dosage , Muscle Relaxants, Central/administration & dosage , Muscle Spasticity/diagnosis , Muscle Spasticity/drug therapy , Adult , Aged , Humans , Injections, Spinal , Middle Aged
8.
Clin Park Relat Disord ; 8: 100187, 2023.
Article in English | MEDLINE | ID: mdl-36793590

ABSTRACT

Introduction: Motor classifications of Parkinson's Disease (PD) have been widely used. This paper aims to update a subtype classification using the MDS-UPDRS-III and determine if cerebrospinal neurotransmitter profiles (HVA and 5-HIAA) differ between these subtypes in a cohort from the Parkinson's Progression Marker Initiative (PPMI). Methods: UPDRS and MDS-UPDRS scores were collected for 20 PD patients. Akinetic-rigid (AR), Tremor-dominant (TD), and Mixed (MX) subtypes were calculated using a formula derived from UPDRS, and a new ratio was developed for subtyping patients with the MDS-UPDRS. This new formula was subsequently applied to 95 PD patients from the PPMI dataset, and subtyping was correlated to neurotransmitter levels. Data were analyzed using receiver operating characteristic models and ANOVA. Results: Compared to previous UPDRS classifications, the new MDS-UPDRS TD/AR ratios produced significant areas under the curve (AUC) for each subtype. The optimal sensitivity and specificity cutoff scores were ≥0.82 for TD, ≤0.71 for AR, and >0.71 and <0.82 for Mixed. Analysis of variance showed that the AR group had significantly lower HVA and 5-HIAA levels than the TD and HC groups. A logistic model using neurotransmitter levels and MDS-UPDRS-III could predict the subtype classification. Conclusions: This MDS-UPDRS motor classification system provides a method to transition from the original UPDRS to the new MDS-UPDRS. It is a reliable and quantifiable subtyping tool for monitoring disease progression. The TD subtype is associated with lower motor scores and higher HVA levels, while the AR subtype is associated with higher motor scores and lower 5-HIAA levels.

9.
J Parkinsons Dis ; 13(4): 501-513, 2023.
Article in English | MEDLINE | ID: mdl-37212075

ABSTRACT

BACKGROUND: Parkinson's disease is a heterogeneous neurodegenerative disorder with distinctive gut microbiome patterns suggesting that interventions targeting the gut microbiota may prevent, slow, or reverse disease progression and severity. OBJECTIVE: Because secretory IgA (SIgA) plays a key role in shaping the gut microbiota, characterization of the IgA-Biome of individuals classified into either the akinetic rigid (AR) or tremor dominant (TD) Parkinson's disease clinical subtypes was used to further define taxa unique to these distinct clinical phenotypes. METHODS: Flow cytometry was used to separate IgA-coated and -uncoated bacteria from stool samples obtained from AR and TD patients followed by amplification and sequencing of the V4 region of the 16 S rDNA gene on the MiSeq platform (Illumina). RESULTS: IgA-Biome analyses identified significant alpha and beta diversity differences between the Parkinson's disease phenotypes and the Firmicutes/Bacteroides ratio was significantly higher in those with TD compared to those with AR. In addition, discriminant taxa analyses identified a more pro-inflammatory bacterial profile in the IgA+ fraction of those with the AR clinical subclass compared to IgA-Biome analyses of those with the TD subclass and with the taxa identified in the unsorted control samples. CONCLUSION: IgA-Biome analyses underscores the importance of the host immune response in shaping the gut microbiome potentially affecting disease progression and presentation. In the present study, IgA-Biome analyses identified a unique proinflammatory microbial signature in the IgA+ fraction of those with AR that would have otherwise been undetected using conventional microbiome analysis approaches.


Subject(s)
Gastrointestinal Microbiome , Parkinson Disease , Humans , Parkinson Disease/complications , Tremor/etiology , Gastrointestinal Microbiome/physiology , Disease Progression , Immunoglobulin A
10.
Front Neurol ; 14: 1104759, 2023.
Article in English | MEDLINE | ID: mdl-36937520

ABSTRACT

Background and purpose: The intestinal microbiome plays a primary role in the pathogenesis of neurodegenerative disorders and may provide an opportunity for disease modification. We performed a pilot clinical study looking at the safety of fecal microbiota transplantation (FMT), its effect on the microbiome, and improvement of symptoms in Parkinson's disease. Methods: This was a randomized, double-blind placebo-controlled pilot study, wherein orally administered lyophilized FMT product or matching placebo was given to 12 subjects with mild to moderate Parkinson's disease with constipation twice weekly for 12 weeks. Subjects were followed for safety and clinical improvement for 9 additional months (total study duration 12 months). Results: Fecal microbiota transplantation caused non-severe transient upper gastrointestinal symptoms. One subject receiving FMT was diagnosed with unrelated metastatic cancer and was removed from the trial. Beta diversity (taxa) of the microbiome, was similar comparing placebo and FMT groups at baseline, however, for subjects randomized to FMT, it increased significantly at 6 weeks (p = 0.008) and 13 weeks (p = 0.0008). After treatment with FMT, proportions of selective families within the phylum Firmicutes increased significantly, while proportion of microbiota belonging to Proteobacteria were significantly reduced. Objective motor findings showed only temporary improvement while subjective symptom improvements were reported compared to baseline in the group receiving FMT. Constipation, gut transient times (NS), and gut motility index (p = 0.0374) were improved in the FMT group. Conclusions: Subjects with Parkinson's disease tolerated multi-dose-FMT, and experienced increased diversity of the intestinal microbiome that was associated with reduction in constipation and improved gut transit and intestinal motility. Fecal microbiota transplantation administration improved subjective motor and non-motor symptoms. Clinical trial registration: ClinicalTrial.gov, identifier: NCT03671785.

11.
Mult Scler J Exp Transl Clin ; 9(4): 20552173231208271, 2023.
Article in English | MEDLINE | ID: mdl-38021452

ABSTRACT

Background: Tremor affects up to 45% of patients with Multiple Sclerosis (PwMS). Current understanding is based on insights from other neurological disorders, thus, not fully addressing the distinctive aspects of MS pathology. Objective: To characterize the brain white matter (WM) correlates of MS-related tremor using diffusion tensor imaging (DTI). Methods: In a prospective case-control study, PwMS with tremor were assessed for tremor severity and underwent MRI scans including DTI. PwMS without tremor served as matched controls. After tract selection and segmentation, the resulting diffusivity measures were used to calculate group differences and correlations with tremor severity. Results: This study included 72 PwMS. The tremor group (n = 36) exhibited significant changes in several pathways, notably in the right inferior longitudinal fasciculus (Cohen's d = 1.53, q < 0.001) and left corticospinal tract (d = 1.32, q < 0.001), compared to controls (n = 36). Furthermore, specific tracts showed a significant correlation with tremor severity, notably in the left medial lemniscus (Spearman's coefficient [rsp] = -0.56, p < 0.001), and forceps minor of corpus callosum (rsp = -0.45, p < 0.01). Conclusion: MS-related tremor is associated with widespread diffusivity changes in WM pathways and its severity correlates with commissural and sensory projection pathways, which suggests a role for proprioception or involvement of the dentato-rubro-olivary circuit.

12.
Neuromodulation ; 14(2): 176-7; discussion 178, 2011.
Article in English | MEDLINE | ID: mdl-21992207

ABSTRACT

OBJECTIVES: Evaluate the benefit of intrathecal baclofen (ITB) therapy on function, quality of life, and progression in patients with multiple system atrophy (MSA). METHODS: We report on three MSA patients at different stages treated with ITB therapy. MSA patients were staged using Watanabe et al. ADL milestones for disease progression and by scales for tone (modified Ashworth scale) ambulation (Hauser ambulation index) and disability (expanded disability status scale) RESULTS: All three patients had an improvement in the modified Ashworth scale and none had progression in their disability or ambulatory outcomes and did not progress as predicted by Watanabe et al. CONCLUSIONS: Our results suggest that ITB can maintain (or improve function) and maintain quality of life in patients with MSA. ITB is currently not indicated for patients with MSA but should be studied further for the quality of life benefits and delay in disease progression it potentially provides.


Subject(s)
Baclofen/administration & dosage , Baclofen/therapeutic use , Disease Progression , Multiple System Atrophy/drug therapy , Multiple System Atrophy/physiopathology , Muscle Relaxants, Central/administration & dosage , Muscle Relaxants, Central/therapeutic use , Humans , Infusion Pumps, Implantable , Injections, Spinal , Muscle Spasticity/drug therapy , Muscle Spasticity/physiopathology , Quality of Life , Severity of Illness Index , Treatment Outcome
13.
Neuromodulation ; 14(1): 38-45; discussion 45, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21992161

ABSTRACT

OBJECTIVES: To assess the effects of intrathecal baclofen (ITB) therapy for the treatment of poststroke spastic hemiparesis on quality of life, functional independence, and upper, lower extremity (UE, LE) motor functions. MATERIALS AND METHODS: Prospective observational study of adult men and women with a minimum 6-month stroke-related spastic hemiparesis graded as ≥2 in UE and LE on Modified Ashworth Scale (MAS). Patients served as their own controls with measures compared pre-implant with 12 months post ITB including: MAS, manual muscle test (MMT), gait distance/velocity, Functional Independence Measures (FIM), stroke-specific quality of life scale (SSQL), and upper extremity manual activity log. RESULTS: After 12-month ITB therapy, 26 patients (poststroke=6.4±9 years) demonstrated 1) reduced MAS/increased MMT for most LE muscle groups (p≤0.0001); 2) reduced MAS/increased MMT most UE muscle groups (p≤0.01); 3) FIM scores improved (p≤0.05) except bed mobility and lower body dressing; 4) gait distance and velocity improved (p≤0.05); 5) SSQL domains of family roles, mobility, personality, self-care, social roles, thinking, UE function, and work/productivity improved (p≤0.05); 6) amount of use and quality of movement of the spastic UE in performing common activities of daily living increased (p<0.0001). CONCLUSIONS: Regardless of duration of spastic hemiparesis, a reduction in tone with ITB therapy facilitates motor strength improvement and is associated with clinically significant improvements in functional independence and quality of life.


Subject(s)
Baclofen/therapeutic use , Muscle Relaxants, Central/therapeutic use , Paraparesis, Spastic/drug therapy , Paraparesis, Spastic/etiology , Paraparesis, Spastic/rehabilitation , Stroke/complications , Stroke/drug therapy , Activities of Daily Living , Adult , Aged , Baclofen/administration & dosage , Female , Humans , Injections, Spinal , Lower Extremity/physiology , Lower Extremity/physiopathology , Male , Middle Aged , Muscle Strength , Muscle Tonus , Prospective Studies , Self Care , Stroke Rehabilitation , Treatment Outcome , Upper Extremity/physiology , Upper Extremity/physiopathology
14.
Sci Rep ; 11(1): 9313, 2021 04 29.
Article in English | MEDLINE | ID: mdl-33927277

ABSTRACT

Our objective is to derive a sequential decision-making rule on the combination of medications to minimize motor symptoms using reinforcement learning (RL). Using an observational longitudinal cohort of Parkinson's disease patients, the Parkinson's Progression Markers Initiative database, we derived clinically relevant disease states and an optimal combination of medications for each of them by using policy iteration of the Markov decision process (MDP). We focused on 8 combinations of medications, i.e., Levodopa, a dopamine agonist, and other PD medications, as possible actions and motor symptom severity, based on the Unified Parkinson Disease Rating Scale (UPDRS) section III, as reward/penalty of decision. We analyzed a total of 5077 visits from 431 PD patients with 55.5 months follow-up. We excluded patients without UPDRS III scores or medication records. We derived a medication regimen that is comparable to a clinician's decision. The RL model achieved a lower level of motor symptom severity scores than what clinicians did, whereas the clinicians' medication rules were more consistent than the RL model. The RL model followed the clinician's medication rules in most cases but also suggested some changes, which leads to the difference in lowering symptoms severity. This is the first study to investigate RL to improve the pharmacological approach of PD patients. Our results contribute to the development of an interactive machine-physician ecosystem that relies on evidence-based medicine and can potentially enhance PD management.


Subject(s)
Drug Therapy, Combination , Machine Learning , Parkinson Disease/drug therapy , Aged , Cohort Studies , Female , Humans , Male , Markov Chains , Middle Aged
15.
BMC Neurosci ; 11: 151, 2010 Nov 29.
Article in English | MEDLINE | ID: mdl-21114836

ABSTRACT

BACKGROUND: Excessive and abnormal accumulation of alpha-synuclein (α-synuclein) is a factor contributing to pathogenic cell death in Parkinson's disease. The purpose of this study, based on earlier observations of Parkinson's disease cerebrospinal fluid (PD-CSF) initiated cell death, was to determine the effects of CSF from PD patients on the functionally different microglia and astrocyte glial cell lines. Microglia cells from human glioblastoma and astrocytes from fetal brain tissue were cultured, grown to confluence, treated with fixed concentrations of PD-CSF, non-PD disease control CSF, or control no-CSF medium, then photographed and fluorescently probed for α-synuclein content by deconvolution fluorescence microscopy. Outcome measures included manually counted cell growth patterns from day 1-8; α-synuclein density and distribution by antibody tagged 3D model stacked deconvoluted fluorescent imaging. RESULTS: After PD-CSF treatment, microglia growth was reduced extensively, and a non-confluent pattern with morphological changes developed, that was not evident in disease control CSF and no-CSF treated cultures. Astrocyte growth rates were similarly reduced by exposure to PD-CSF, but morphological changes were not consistently noted. PD-CSF treated microglia showed a significant increase in α-synuclein content by day 4 compared to other treatments (p ≤ 0.02). In microglia only, α-synuclein aggregated and redistributed to peri-nuclear locations. CONCLUSIONS: Cultured microglia and astrocytes are differentially affected by PD-CSF exposure compared to non-PD-CSF controls. PD-CSF dramatically impacts microglia cell growth, morphology, and α-synuclein deposition compared to astrocytes, supporting the hypothesis of cell specific susceptibility to PD-CSF toxicity.


Subject(s)
Astrocytes/pathology , Cerebrospinal Fluid Proteins/adverse effects , Microglia/pathology , Parkinson Disease/cerebrospinal fluid , Astrocytes/physiology , Cell Death/physiology , Cell Differentiation/physiology , Cell Line, Tumor , Cell Proliferation , Cell Shape/physiology , Cells, Cultured , Humans , Lewy Bodies/metabolism , Microglia/physiology , Parkinson Disease/immunology , Parkinson Disease/metabolism , alpha-Synuclein/physiology
16.
Front Neurol ; 11: 815, 2020.
Article in English | MEDLINE | ID: mdl-32849245

ABSTRACT

Low levels of the natural antioxidant uric acid (UA) and the presence of REM sleep behavior disorder (RBD) are both associated with an increased likelihood of developing Parkinson's disease (PD). RBD and PD are also accompanied by basal ganglia dysfunction including decreased nigrostriatal and nigrocortical resting state functional connectivity. Despite these independent findings, the relationship between UA and substantia nigra (SN) functional connectivity remains unknown. In the present study, voxelwise analysis of covariance was used in a cross-sectional design to explore the relationship between UA and whole-brain SN functional connectivity using the eyes-open resting state fMRI method in controls without RBD, patients with idiopathic RBD, and PD patients with and without RBD. The results showed that controls exhibited a positive relationship between UA and SN functional connectivity with left lingual gyrus. The positive relationship was reduced in patients with RBD and PD with RBD, and the relationship was found to be negative in PD patients. These results are the first to show differential relationships between UA and SN functional connectivity among controls, prodromal, and diagnosed PD patients in a ventral occipital region previously documented to be metabolically and structurally altered in RBD and PD. More investigation, including replication in longitudinal designs with larger samples, is needed to understand the pathophysiological significance of these changes.

17.
Neurologist ; 25(6): 151-156, 2020 Nov.
Article in English | MEDLINE | ID: mdl-33181722

ABSTRACT

BACKGROUND: There is considerable debate regarding the use of intraoperative microelectrode recording (MER) in deep brain stimulation (DBS). OBJECTIVE: To determine if the use of intraoperative MER impacts the final position of the lead implant in DBS of the subthalamic nucleus (STN) and globus pallidus (GPi) and to evaluate the incidence of complications. METHODS: The authors conducted a retrospective chart review of all patients who underwent STN and GPi DBS with MER, at the University of Texas Health Science Center in Houston from June 1, 2009 to October 1, 2013 to compare initial and final coordinates. Hemorrhagic and infectious complications were reviewed. RESULTS: A total of 90 lead implants on 46 patients implanted at the center during this time period were reviewed and included in the study. A statistically significant difference between the initial and final coordinates was observed in the superior-inferior direction with a mean difference of 0.40 mm inferiorly (±0.96 mm, P<0.05) and 0.96 mm inferiorly (±1.32 mm, P<0.05) in the STN and GPi locations, respectively. A nonstatistically significant difference was also observed in the anterior-posterior direction in both locations. There were no intraparenchymal hemorrhages on postoperative computed tomography. Two patients developed postoperative seizures (7.4%). One STN electrode (1.1%) required revision because of a suboptimal response. CONCLUSIONS: Intraoperative MER in STN and GPi DBS implant does not seem to have a higher rate of surgical complications compared with historical series not using MER and might also be useful in determining the final lead location.


Subject(s)
Deep Brain Stimulation , Dystonic Disorders/therapy , Globus Pallidus , Intraoperative Neurophysiological Monitoring , Neurosurgical Procedures , Parkinson Disease/therapy , Subthalamic Nucleus , Adolescent , Adult , Aged , Aged, 80 and over , Deep Brain Stimulation/adverse effects , Deep Brain Stimulation/statistics & numerical data , Female , Globus Pallidus/physiopathology , Globus Pallidus/surgery , Humans , Implantable Neurostimulators , Intraoperative Neurophysiological Monitoring/adverse effects , Intraoperative Neurophysiological Monitoring/statistics & numerical data , Magnetic Resonance Imaging , Male , Microelectrodes , Middle Aged , Neurosurgical Procedures/adverse effects , Neurosurgical Procedures/statistics & numerical data , Process Assessment, Health Care , Retrospective Studies , Subthalamic Nucleus/physiopathology , Subthalamic Nucleus/surgery , Young Adult
18.
Cytokine ; 45(3): 179-83, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19157893

ABSTRACT

Human derived glioblastoma cells were cultured and treated with cytokines interleukin-6 (IL6), tumor necrosis factor alpha (TNF) and interferon-gamma (IFN) and imaged by fluorescence deconvolution microscopy to localize alpha-synuclein, tau and ubiquitin. Exposures were for short (2 h) and prolonged times (up to 96 h), with doses at both low (10 ng/ml), and high (100 ng/ml) concentrations. Further experiments used additive doses up to 200 ng/ml (2 x 100 ng), mimicking a super-infection state. Single, low doses of the cytokines initiated changes in levels of intracellular proteins, but these changes, be they increases or decreases, were not sustained, so we added higher doses of cytokine to the culture medium or fresh aliquots of cytokines over time. Finally, we treated cells with high, single doses of cytokine (200 ng/ml), to try to sustain perturbations of the proteins with cytokines. IFN caused a disruption and reduction of peripheral synuclein, TNF treatment resulted in increased levels of ubiquitin and IL6 disrupted and appeared to fragment tau. Of note, each of the proteins was found in a specific locale, tau being perinuclear, ubiquitin residing in the cytoplasm, and alpha-synuclein occupying the tips of cellular processes, exhibiting the characteristics of an adhesion protein/molecule [Word count=198].


Subject(s)
Glioblastoma/metabolism , Interferon-gamma/pharmacology , Interleukin-6/pharmacology , Parkinson Disease/metabolism , Tumor Necrosis Factor-alpha/pharmacology , Ubiquitin/metabolism , alpha-Synuclein/metabolism , tau Proteins/metabolism , Cells, Cultured , Humans , Imaging, Three-Dimensional , Microscopy, Fluorescence , Ubiquitin/drug effects , alpha-Synuclein/drug effects , tau Proteins/drug effects
19.
Front Neurosci ; 13: 1053, 2019.
Article in English | MEDLINE | ID: mdl-31636533

ABSTRACT

Alzheimer's disease (AD) is the most common neurodegenerative disorder worldwide and is one of the leading sources of morbidity and mortality in the aging population. There is a long preclinical period followed by mild cognitive impairment (MCI). Clinical diagnosis and the rate of decline is variable. Progression monitoring remains a challenge in AD, and it is imperative to create better tools to quantify this progression. Brain magnetic resonance imaging (MRI) is commonly used for patient assessment. However, current approaches for analysis require strong a priori assumptions about regions of interest used and complex preprocessing pipelines including computationally expensive non-linear registrations and iterative surface deformations. These preprocessing steps are composed of many stacked processing layers. Any error or bias in an upstream layer will be propagated throughout the pipeline. Failures or biases in the non-linear subject registration and the subjective choice of atlases of specific regions are common in medical neuroimaging analysis and may hinder the translation of many approaches to the clinical practice. Here we propose a data-driven method based on an extension of a deep learning architecture, DeepSymNet, that identifies longitudinal changes without relying on prior brain regions of interest, an atlas, or non-linear registration steps. Our approach is trained end-to-end and learns how a patient's brain structure dynamically changes between two-time points directly from the raw voxels. We compare our approach with Freesurfer longitudinal pipelines and voxel-based methods using the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. Our model can identify AD progression with comparable results to existing Freesurfer longitudinal pipelines without the need of predefined regions of interest, non-rigid registration algorithms, or iterative surface deformation at a fraction of the processing time. When compared to other voxel-based methods which share some of the same benefits, our model showed a statistically significant performance improvement. Additionally, we show that our model can differentiate between healthy subjects and patients with MCI. The model's decision was investigated using the epsilon layer-wise propagation algorithm. We found that the predictions were driven by the pallidum, putamen, and the superior temporal gyrus. Our novel longitudinal based, deep learning approach has the potential to diagnose patients earlier and enable new computational tools to monitor neurodegeneration in clinical practice.

20.
Brain Res ; 1217: 203-12, 2008 Jun 27.
Article in English | MEDLINE | ID: mdl-18501880

ABSTRACT

The purpose of this study was to determine the effects of specific proinflammatory cytokines interleukin-6 (Il-6), interleukin-1beta (Il-1beta), interferon-gamma (IFN), and tumor necrosis factor-alpha (TNFalpha), on content and distribution of alpha-synuclein (alpha-synuclein), tau and ubiquitin in human derived cultured glial cells. Exposure paradigms mimicked acute (2 h), intermediate (18 h) and prolonged time frames (96 h); consisting of single or repeated low doses (10 ng/ml) or high doses (50 ng/ml), consistent with either mild or serious systemic infectious/inflammatory responses. Images of intracellular protein content and distribution were reconstructed from emission patterns generated by fluorescence deconvolution microscopy. Minor alterations were seen in protein content with IFN; Il-1beta decreased alpha-synuclein and tau at 18 and 96 h; TNFalpha inversely reduced alpha-synuclein and increased ubiquitin content. Combinations of Il-1beta and IFN produced a robust increase of alpha-synuclein and tau at 2 h. Consecutive low doses of Il-6 produced only minor increases in alpha-synuclein and ubiquitin after 4 h, whereas a single high dose resulted in major increases for all three proteins over the first 18 h. Protein localization patterns were distinctly different and were altered dependent upon cytokine treatment. A high dose exposure (2 x 50 ng/ml) with Il-6 and IFN demonstrated that protein increases and dispersals could be sustained and that the normal perinuclear tau and peripheral alpha-synuclein patterns were disrupted. These results support the postulate that specific cytokines affect temporal protein changes with concomitant pattern disruptions, possibly reflecting a mechanism of cell dysfunction in Parkinson's degeneration.


Subject(s)
Cytokines/metabolism , Neuroglia/metabolism , Parkinson Disease/metabolism , Ubiquitin/metabolism , alpha-Synuclein/metabolism , tau Proteins/metabolism , Cells, Cultured , Humans , Microscopy, Fluorescence , Neuroglia/chemistry
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