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The Unified Parkinson's Disease Rating Scale (UPDRS) is used to recognize patients with Parkinson's disease (PD) and rate its severity. The rating is crucial for disease progression monitoring and treatment adjustment. This study aims to advance the capabilities of PD management by developing an innovative framework that integrates deep learning with wearable sensor technology to enhance the precision of UPDRS assessments. We introduce a series of deep learning models to estimate UPDRS Part III scores, utilizing motion data from wearable sensors. Our approach leverages a novel Multi-shared-task Self-supervised Convolutional Neural Network–Long Short-Term Memory (CNN-LSTM) framework that processes raw gyroscope signals and their spectrogram representations. This technique aims to refine the estimation accuracy of PD severity during naturalistic human activities. Utilizing 526 min of data from 24 PD patients engaged in everyday activities, our methodology demonstrates a strong correlation of 0.89 between estimated and clinically assessed UPDRS-III scores. This model outperforms the benchmark set by single and multichannel CNN, LSTM, and CNN-LSTM models and establishes a new standard in UPDRS-III score estimation for free-body movements compared to recent state-of-the-art methods. These results signify a substantial step forward in bioengineering applications for PD monitoring, providing a robust framework for reliable and continuous assessment of PD symptoms in daily living settings. [ABSTRACT FROM AUTHOR]

Background: Tourette syndrome (TS) is a neurodevelopmental disorder characterized by motor and phonic tics. Objective: To assess the safety and efficacy of deutetrabenazine (Teva Neuroscience, Inc, Parsippany, NJ), a vesicular monoamine transporter 2 inhibitor, in children and adolescents with TS. Methods: Alternatives for Reducing Tics in TS (ARTISTS) open‐label extension (OLE) (NCT03567291) was a 54‐week, global, phase 3, open‐label extension study of deutetrabenazine (6–48 mg daily) conducted May 28, 2018 to April 3, 2020 with a 2‐week randomized withdrawal period. Participants (6–16 years of age) had TS and active tics causing distress or impairment. Safety (primary outcome) was assessed by treatment‐emergent adverse events (TEAEs) and clinical laboratory testing. Efficacy was measured by the Yale Global Tic Severity Scale‐Total Tic Score (YGTSS‐TTS). Results: The intent‐to‐treat population (228 participants; mean age, 12.0 years; 79.8% male; 86.4% white) had a median (range) duration of exposure of 28.4 (0.3–52.9) weeks. Of 227 participants in the safety analysis, 161 (70.9%) reported ≥1 TEAE (exposure‐adjusted incidence rate, 2.77/patient‐year), of which 95 (41.9%) were treatment related. The most frequently reported TEAEs were headaches, somnolence, nasopharyngitis, weight increases, and anxiety. No additional safety signals were observed. Worsening of YGTSS‐TTS after the 2‐week randomized withdrawal was not statistically significant (least squares mean difference, −0.4; P = 0.78). Several exploratory measures showed sustained improvement throughout the treatment periods. Conclusions: In this long‐term, open‐label trial, deutetrabenazine was well tolerated with low frequency of TEAEs. There was no significant difference in tics between treatment arms during the 2‐week randomized withdrawal period, however, descriptive statistics and comparison with baseline showed a numeric improvement in tics, quality of life, and other measures. [ABSTRACT FROM AUTHOR]

Motor complications related to the chronic administration of levodopa and failure to prevent the neurodegenerative disease process counterbalance the pivotal discovery of levodopa as the cornerstone of PD treatment. Excellent motor control is offered early during the course of treatment, but this diminishes as pathological changes in the striatum lead to synaptic dopamine levels becoming completely dependent on exogenous dopamine. This non-physiologic stimulation of dopamine receptors eventually manifests as OFF episodes. As no disease modifying therapy exists for PD that can disrupt these pathological changes, most research and treatment focuses on optimization of dopaminergic stimulation of striatal receptors so that they mimic tonic, physiologic stimulation as closely as possible. Strategies focusing on these challenges have included non-pharmacologic approaches, optimizing levodopa pharmacokinetics, using adjunctive treatments including those with non-dopaminergic mechanisms, and implementing rescue therapies. Device aided therapies, including surgery, are also available. In this review, we will focus on effective management of motor symptoms related to OFF periods, including emerging strategies. Unmet clinical needs will be discussed, including non-motor symptoms, targeted molecular therapies and disease modifying therapy. [ABSTRACT FROM AUTHOR]

We present a patient with severe life-threatening dyskinesias due to a persistent microlesion effect after STN-DBS electrode implantation. The pallidofugal pathways were identified using patient-specific tractography, and steering the current toward this white matter structure resulted in complete resolution of the severe dyskinesias. [ABSTRACT FROM AUTHOR]

Objective: Cross-frequency coupling has been reported in the STN of patients with PD, but its significance and functional role are still not well understood. This study investigates pharmacological modulations of subthalamic oscillations and their nonlinear cross-frequency interactions across three consecutive cycles over unique 24-hour-long recordings.Background: Identifying neurobiomarkers for PD can drive the development of novel personalized treatments by providing objective assessment of impairment. In particular, distinct frequency bands in LFP recordings and their interaction with one another have been shown to modulate with dopaminergic medication and thus, proposed as such biomarkers.Methods: We recorded local field potentials 3 weeks postoperatively from externalized leads in 9 patients and correlated the neural patterns with improvements in motor signs over three medication intake cycles. We used two modalities to assess symptoms in the unmedicated OFF and the l-dopa-induced motor ON state: a subsection of the UPDRS and a keyboard tapping score measuring bradykinesia.Results: In the OFF state, the amplitude of high-frequency oscillations in the 200- to 300-Hz range was coupled with the phase of low-beta (13-22 Hz) in all patients. After transition to the ON state, three distinct coupling patterns were observed among subjects. Among these, patients showing ON coupling between high-beta (22-30 Hz) and high-frequency oscillations in the 300- to 400-Hz range had significantly greater improvement in bradykinesia, according to the keyboard scores.Conclusion: Observing diminished coupling in the ON state, previous studies have hypothesized that the sole existence of coupling in STN has an "impeding" effect on normal processes, and thus it was considered to be pathological. In contrast, our observation of ON state coupling at distinct frequencies associated with the improvements in motor features suggest that the underlying mechanism of coupling might have impeding or enhancing effects depending on the coupled frequencies. © 2019 International Parkinson and Movement Disorder Society. [ABSTRACT FROM AUTHOR]

Background: Deutetrabenazine is a vesicular monoamine transporter 2 inhibitor approved for the treatment of tardive dyskinesia (TD) in adults. In two 12-week pivotal studies, deutetrabenazine demonstrated statistically significant improvements in Abnormal Involuntary Movement Scale (AIMS) scores, with favorable safety/tolerability in TD patients. This study reports long-term efficacy and safety of deutetrabenazine in a 3-year, single-arm, open-label extension (OLE) study. Methods: Patients who completed the pivotal studies could enroll in this single-arm OLE study, titrating up to 48 mg/day based on dyskinesia control and tolerability. Efficacy was assessed based on change from baseline in total motor AIMS score, Clinical Global Impression of Change (CGIC) and Patient Global Impression of Change (PGIC), and quality of life (QOL) assessments. Safety evaluation included adverse event (AE) incidence, reported using exposure-adjusted incidence rates, and safety scales. Results: 343 patients enrolled in the study (6 patients were excluded). At Week 145 (mean dose: 39.4 ± 0.83 mg/day), mean ± SE change from baseline in total motor AIMS score was −6.6 ± 0.37 and 67% of patients achieved ≥50% improvement in total motor AIMS score. Based on CGIC and PGIC, 73% and 63% of patients achieved treatment success, respectively. QOL improvements were also observed. Deutetrabenazine was generally well tolerated, with low rates of mild-to-moderate AEs and no new safety signals; most safety scales remained unchanged over time. Conclusions: Long-term deutetrabenazine treatment was associated with sustained improvement in AIMS scores, indicative of clinically meaningful long-term benefit, and was generally well tolerated. Results suggest deutetrabenazine may provide increasing benefit over time without increases in dose. [ABSTRACT FROM AUTHOR]

Background: Patient groups traditionally affected by health disparities were less likely to use video teleneurology (TN) care during the initial COVID-19 pandemic surge in the United States. Whether this asymmetry persisted later in the pandemic or was accompanied with a loss of access to care remains unknown. Methods: We conducted a retrospective cohort study using patient data from a multicenter healthcare system in New York City. We identified all established pediatric or adult neurology patients with at least two prior outpatient visits between June 16th, 2019 and March 15th, 2020 using our electronic medical record. For this established pre-COVID cohort, we identified telephone, in-person, video TN or emergency department visits and hospital admissions for any cause between March 16th and December 15th, 2020 ("COVID period"). We determined clinical, sociodemographic, income, and visit characteristics. Our primary outcome was video TN utilization, and our main secondary outcome was loss to follow-up during the COVID period. We used multivariable logistic regression to model the relationship between patient-level characteristics and both outcomes. Results: We identified 23,714 unique visits during the COVID period, which corresponded to 14,170 established patients from our institutional Neurology clinics during the pre-COVID period. In our cohort, 4,944 (34.9%) utilized TN and 4,997 (35.3%) were entirely lost to follow-up during the COVID period. In the adjusted regression analysis, Black or African-American race [adjusted odds ratio (aOR) 0.60, 97.5%CI 0.52–0.70], non-English preferred language (aOR 0.49, 97.5%CI 0.39–0.61), Medicaid insurance (aOR 0.50, 97.5%CI 0.44–0.57), and Medicare insurance (aOR 0.73, 97.5%CI 0.65–0.83) had decreased odds of TN utilization. Older age (aOR 0.98, 97.5%CI 0.98–0.99), female sex (aOR 0.90 97.5%CI 0.83–0.99), and Medicaid insurance (aOR 0.78, 0.68–0.90) were associated with decreased odds of loss to follow-up. Conclusion: In the first 9 months of the COVID-19 pandemic, we found sociodemographic patterns in TN utilization that were similar to those found very early in the pandemic. However, these sociodemographic characteristics were not associated with loss to follow-up, suggesting that lack of TN utilization may not have coincided with loss of access to care. [ABSTRACT FROM AUTHOR]

Introduction: Several software and hardware advances in the field of deep brain stimulation (DBS) have been realized in recent years and devices from three manufacturers are available. The Percept™ PC platform (Medtronic, Inc.) enables brain sensing, the latest innovation. Clinicians should be familiar with the differences in devices, and with the latest technologies to deliver optimized patient care. Areas covered: In this device profile, the sensing capabilities of the Percept™ PC platform are described, and the system capabilities are differentiated from other available platforms. The development of the preceding Activa™ PC+S research platform, an investigational device to simultaneously sense brain signals and provide therapeutic stimulation, is provided to place Percept™ PC in the appropriate context. Expert opinion: Percept™ PC offers unique sensing and diary functions as a means to refine therapeutic stimulation, track symptoms and correlate them to neurophysiologic characteristics. Additional features enhance the patient experience with DBS, including 3 T magnetic resonance imaging compatibility, wireless telemetry, a smaller and thinner battery profile, and increased battery longevity. Future work will be needed to illustrate the clinical utility and added value of using sensing to optimize DBS therapy. Patients implanted with Percept™ PC will have ready access to future technology developments. [ABSTRACT FROM AUTHOR]

Objective: Deep Brain Stimulation (DBS) is an FDA-approved treatment for Parkinson's Disease (PD), for which the medical workup includes routine pre- and post- operative neuropsychological assessment to determine potential surgical cognitive risk. Existing research suggests that cognitively normal individuals experience good cognitive outcome, whereas those with pre-existing cognitive deficits are prone to accelerated cognitive decline post-DBS. The goal of this study is to identify characteristics that determine which individuals with PD are at risk for accelerated post-DBS cognitive loss, and to characterize the nature of the decline in this population. Participants and Methods: We conducted a retrospective chart review of PD- DBS patients who completed their DBS workup and surgery at Mount Sinai Hospital NYC between 2015 and 2022. Non-English speakers were excluded from this study due to small sample size and use of a neurocognitive battery different from that of English speakers. Using repeated measures t-tests, chi square, and regression analyses, we explored variables related to disease (e.g., duration, L-Dopa burden, DBS target), socio-demographic background (e.g., age onset, current age, education), assessment modality (telehealth vs in-office), neurocognitive performances (e.g., WMS-IV Logical Memory (LM), HVLT-R, WASI-II Matrix & Similarities, WAIS-IV Digit Span), and cognitive diagnosis (amnestic vs non-amnestic MCI) for all individuals in the sample. At the individual level, we utilized Reliable Change Indices (RCI) to identify clinically significant cognitive differences from pre- to post-DBS exam. We considered LM- Delayed Recall (LMDR) as a proxy for memory loss, as this cognitive function is expected to remain generally unchanged post PD-DBS. Therefore, decline on this measure in the first year after DBS could indicate a change in global memory function and possible evidence of accelerated postoperative decline. Results: Of 65 charts reviewed, 44 patients were native English-speaking and included in our analyses. At the group level, there were no significant differences in disease characteristics, socio-demographic variables, or cognitive classification between those who declined versus those who did not decline on LMDR. Regression statistics for predictors of cognitive decline also were non-significant. Of the eight individuals who declined on LMDR, one patient declined on a total of one neuropsychological measure, four declined on a total of two measures, two declined on a total of three measures, and one declined on a total of four measures. Two of these eight individuals had a diagnosis that changed to amnestic MCI based on concomitant interval history of ADL compromise. Of these two individuals, one declined in two tests and the other declined in four tests. Six of the eight individuals who declined also showed abnormalities in their imaging with either edema or hemorrhage. Conclusions: Our analysis is unique in that we explored cognitive decline at both the group and individual levels. Despite this, we did not find predictors of post-DBS cognitive decline. Further detailed analysis of additional post-operative factors that might play a greater role in our understanding of this phenomenon is warranted. This said, our data do support that the majority of individuals with non-amnestic MCI did not decline cognitively. [ABSTRACT FROM AUTHOR]

Introduction: Tardive dyskinesia (TD) is a hyperkinetic movement disorder that arises as a complication of exposure to dopamine receptor blocking agents. Vesicular monoamine transporter type 2 (VMAT2) inhibitors reduce dyskinesia by decreasing transport of monoamines, including dopamine, into presynaptic vesicles, leaving unpackaged dopamine to be metabolized by monoamine oxidase. Deutetrabenazine was adapted from an earlier VMAT2 inhibitor, tetrabenazine, by substituting three deuterium isotopes in place of three hydrogen isotopes at the site of metabolic degradation to improve upon the pharmacokinetics of the parent compound. Areas covered: The authors reviewed the pivotal trials examining the safety and efficacy of deutetrabenazine, as well as long-term data from an open-label extension. Also reviewed were posters and oral presentations, as well as information from the product label and the United States Food and Drug Administration. Expert opinion: Deutetrabenazine is effective at decreasing dyskinesia in TD, but drug selection and cost-effectiveness between existing VMAT2 inhibitors are evolving areas of study. Other areas of investigation include novel anti-dyskinetic agents and use of deep brain stimulation. [ABSTRACT FROM AUTHOR]