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1.
NPJ Parkinsons Dis ; 10(1): 117, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38879564

ABSTRACT

The subthalamic nucleus (STN) is pivotal in basal ganglia function in health and disease. Micro-electrode recordings of >25,000 recording sites from 146 Parkinson's patients undergoing deep brain stimulation (DBS) allowed differentiation between subthalamic input, represented by local field potential (LFP), and output, reflected in spike discharge rate (SPK). As with many natural systems, STN neuronal activity exhibits power-law dynamics characterized by the exponent α. We, therefore, dissected STN data into aperiodic and periodic components using the Fitting Oscillations & One Over F (FOOOF) tool. STN LFP showed significantly higher aperiodic exponents than SPK. Additionally, SPK beta oscillations demonstrated a downward frequency shift compared to LFP. Finally, the STN aperiodic and spiking parameters explained a significant fraction of the variance of the burden and treatment efficacy of Parkinson's disease. The unique STN input-output dynamics may clarify its role in Parkinson's physiology and can be utilized in closed-loop DBS therapy.

2.
Front Psychol ; 15: 1287952, 2024.
Article in English | MEDLINE | ID: mdl-38770252

ABSTRACT

Individuals with Parkinson's disease (PD) may exhibit impaired emotion perception. However, research demonstrating this decline has been based almost entirely on the recognition of isolated emotional cues. In real life, emotional cues such as expressive faces are typically encountered alongside expressive bodies. The current study investigated emotion perception in individuals with PD (n = 37) using emotionally incongruent composite displays of facial and body expressions, as well as isolated face and body expressions, and congruent composite displays as a baseline. In addition to a group of healthy controls (HC) (n = 50), we also included control individuals with schizophrenia (SZ) (n = 30), who display, as in PD, similar motor symptomology and decreased emotion perception abilities. The results show that individuals with PD showed an increased tendency to categorize incongruent face-body combinations in line with the body emotion, whereas those with HC showed a tendency to classify them in line with the facial emotion. No consistent pattern for prioritizing the face or body was found in individuals with SZ. These results were not explained by the emotional recognition of the isolated cues, cognitive status, depression, or motor symptoms of individuals with PD and SZ. As real-life expressions may include inconsistent cues in the body and face, these findings may have implications for the way individuals with PD and SZ interpret the emotions of others.

5.
Mov Disord ; 38(3): 484-489, 2023 03.
Article in English | MEDLINE | ID: mdl-36621944

ABSTRACT

BACKGROUND: It is unknown whether Parkinson's disease (PD) genetic heterogeneity, leading to phenotypic and pathological variability, is also associated with variability in the unique PD electrophysiological signature. Such variability might have practical implications for adaptive deep brain stimulation (DBS). OBJECTIVE: The aim of our work was to study the electrophysiological activity in the subthalamic nucleus (STN) of patients with PD with pathogenic variants in different disease-causing genes. METHODS: Electrophysiological data from participants with negative genetic tests were compared with those from GBA, LRRK2, and PRKN-PD. RESULTS: We analyzed data from 93 STN trajectories (GBA-PD: 28, LRRK2-PD: 22, PARK-PD: 10, idiopathic PD: 33) of 52 individuals who underwent DBS surgery. Characteristics of ß oscillatory activity in the dorsolateral motor part of the STN were similar for patients with negative genetic tests and for patients with different forms of monogenic PD. CONCLUSIONS: The genetic heterogeneity in PD is not associated with electrophysiological differences. Therefore, similar adaptive DBS algorithms would be applicable to genetically heterogeneous patient populations. © 2023 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.


Subject(s)
Deep Brain Stimulation , Parkinson Disease , Subthalamic Nucleus , Humans , Parkinson Disease/genetics , Parkinson Disease/therapy , Subthalamic Nucleus/physiology , Genetic Testing
6.
Front Syst Neurosci ; 15: 747681, 2021.
Article in English | MEDLINE | ID: mdl-34744647

ABSTRACT

Introduction: Precise lead localization is crucial for an optimal clinical outcome of subthalamic nucleus (STN) deep brain stimulation (DBS) treatment in patients with Parkinson's disease (PD). Currently, anatomical measures, as well as invasive intraoperative electrophysiological recordings, are used to locate DBS electrodes. The objective of this study was to find an alternative electrophysiology tool for STN DBS lead localization. Methods: Sixty-one postoperative electrophysiology recording sessions were obtained from 17 DBS-treated patients with PD. An intraoperative physiological method automatically detected STN borders and subregions. Postoperative EEG cortical activity was measured, while STN low frequency stimulation (LFS) was applied to different areas inside and outside the STN. Machine learning models were used to differentiate stimulation locations, based on EEG analysis of engineered features. Results: A machine learning algorithm identified the top 25 evoked response potentials (ERPs), engineered features that can differentiate inside and outside STN stimulation locations as well as within STN stimulation locations. Evoked responses in the medial and ipsilateral fronto-central areas were found to be most significant for predicting the location of STN stimulation. Two-class linear support vector machine (SVM) predicted the inside (dorso-lateral region, DLR, and ventro-medial region, VMR) vs. outside [zona incerta, ZI, STN stimulation classification with an accuracy of 0.98 and 0.82 for ZI vs. VMR and ZI vs. DLR, respectively, and an accuracy of 0.77 for the within STN (DLR vs. VMR)]. Multiclass linear SVM predicted all areas with an accuracy of 0.82 for the outside and within STN stimulation locations (ZI vs. DLR vs. VMR). Conclusions: Electroencephalogram biomarkers can use low-frequency STN stimulation to localize STN DBS electrodes to ZI, DLR, and VMR STN subregions. These models can be used for both intraoperative electrode localization and postoperative stimulation programming sessions, and have a potential to improve STN DBS clinical outcomes.

7.
J Parkinsons Dis ; 10(2): 729-741, 2020.
Article in English | MEDLINE | ID: mdl-32176653

ABSTRACT

BACKGROUND: Understanding the regional needs and available healthcare resources to treat Parkinson's disease (PD) is essential to plan appropriate future priorities. The International Parkinson and Movement Disorder Society (MDS) Task Force for the Middle East was established to raise awareness and promote education across the region on PD and other movement disorders. Broadly, the task force encompasses the countries of the Middle East but has included North Africa and South Asia as well (MENASA). OBJECTIVE: To create a list of needs and priorities in the advancement of PD in MENASA countries based on consensuses generated by the MDS task force for the Middle East. METHODS: A Strengths Weaknesses-Opportunities-Threats (SWOT) analysis was conducted by the task force members to generate consensus about PD care this region. RESULTS: Eight overarching principles emerged for the consensus statement on current needs: more movement disorders specialists, multidisciplinary care, accurate epidemiologic data, educational programs, availability of drugs, and availability of more advanced therapy, enhanced health care resources and infrastructure, and greater levels of awareness within the general population and among health care professionals. CONCLUSION: This pilot study sheds light on unmet needs for providing care to people with PD in the MENASA region. These data offer directions on priorities to increase awareness of PD, to develop better infrastructure for research and management of PD, to foster healthcare policy discussions for PD and to provide educational opportunities within these countries.


Subject(s)
Consensus , Movement Disorders/therapy , Needs Assessment , Neurologists , Parkinson Disease , Societies, Medical , Africa, Northern , Asia , Humans , Middle East , Parkinson Disease/epidemiology , Parkinson Disease/therapy , Pilot Projects
8.
Brain Commun ; 2(2): fcaa074, 2020.
Article in English | MEDLINE | ID: mdl-33585815

ABSTRACT

Tremor is a core feature of Parkinson's disease and the most easily recognized Parkinsonian sign. Nonetheless, its pathophysiology remains poorly understood. Here, we show that multispectral spiking activity in the posterior-dorso-lateral oscillatory (motor) region of the subthalamic nucleus distinguishes resting tremor from the other Parkinsonian motor signs and strongly correlates with its severity. We evaluated microelectrode-spiking activity from the subthalamic dorsolateral oscillatory region of 70 Parkinson's disease patients who underwent deep brain stimulation surgery (114 subthalamic nuclei, 166 electrode trajectories). We then investigated the relationship between patients' clinical Unified Parkinson's Disease Rating Scale score and their peak theta (4-7 Hz) and beta (13-30 Hz) powers. We found a positive correlation between resting tremor and theta activity (r = 0.41, P < 0.01) and a non-significant negative correlation with beta activity (r = -0.2, P = 0.5). Hypothesizing that the two neuronal frequencies mask each other's relationship with resting tremor, we created a non-linear model of their proportional spectral powers and investigated its relationship with resting tremor. As hypothesized, patients' proportional scores correlated better than either theta or beta alone (r = 0.54, P < 0.001). However, theta and beta oscillations were frequently temporally correlated (38/70 patients manifested significant positive temporal correlations and 1/70 exhibited significant negative correlation between the two frequency bands). When comparing theta and beta temporal relationship (r θ ß) to patients' resting tremor scores, we found a significant negative correlation between the two (r = -0.38, P < 0.01). Patients manifesting a positive correlation between the two bands (i.e. theta and beta were likely to appear simultaneously) were found to have lower resting tremor scores than those with near-zero correlation values (i.e. theta and beta were likely to appear separately). We therefore created a new model incorporating patients' proportional theta-beta power and r θ ßscores to obtain an improved neural correlate of resting tremor (r = 0.62, P < 0.001). We then used the Akaike and Bayesian information criteria for model selection and found the multispectral model, incorporating theta-beta proportional power and their correlation, to be the best fitting model, with 0.96 and 0.89 probabilities, respectively. Here we found that as theta increases, beta decreases and the two appear separately-resting tremor is worsened. Our results therefore show that theta and beta convey information about resting tremor in opposite ways. Furthermore, the finding that theta and beta coactivity is negatively correlated with resting tremor suggests that theta-beta non-linear scale may be a valuable biomarker for Parkinson's resting tremor in future adaptive deep brain stimulation techniques.

9.
Mov Disord ; 35(2): 337-343, 2020 02.
Article in English | MEDLINE | ID: mdl-31758821

ABSTRACT

BACKGROUND: Therapeutic outcomes of STN-DBS for movement and psychiatric disorders depend on electrode location within the STN. Electrophysiological and functional mapping of the STN has progressed considerably in the past years, identifying beta-band oscillatory activity in the dorsal STN as a motor biomarker. It also has been suggested that STN theta-alpha oscillations, involved in impulse control and action inhibition, have a ventral source. However, STN local field potential mapping of motor, associative, and limbic areas is often limited by poor spatial resolution. OBJECTIVES: Providing a high-resolution electrophysiological map of the motor, associative and limbic anatomical sub-areas of the subthalamic nucleus. METHODS: We have analyzed high-spatial-resolution STN microelectrode electrophysiology recordings of PD patients (n = 303) that underwent DBS surgery. The patients' STN intraoperative recordings of spiking activity (933 electrode trajectories) were combined with their imaging data (n = 83 patients, 151 trajectories). RESULTS: We found a high theta-alpha (7-10 Hz) oscillatory area, located near the STN ventromedial border in 29% of the PD patients. Theta-alpha activity in this area has higher power and lower central frequency in comparison to theta-alpha activity in more dorsal subthalamic areas. When projected on the DISTAL functional atlas, the theta-alpha oscillatory area overlaps with the STN limbic subarea. CONCLUSIONS: We suggest that theta-alpha oscillations can serve as an electrophysiological marker for the ventral subthalamic nucleus limbic subarea. Therefore, theta-alpha oscillations can guide optimal electrode placement in neuropsychiatric STN-DBS procedures and provide a reliable biomarker input for future closed-loop DBS device. © 2019 International Parkinson and Movement Disorder Society.


Subject(s)
Deep Brain Stimulation , Parkinson Disease/physiopathology , Parkinson Disease/therapy , Subthalamic Nucleus/physiopathology , Adult , Aged , Deep Brain Stimulation/methods , Electrophysiological Phenomena/physiology , Female , Humans , Male , Microelectrodes , Middle Aged , Movement/physiology , Subthalamic Nucleus/physiology
10.
Isr Med Assoc J ; 21(12): 812-816, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31814345

ABSTRACT

BACKGROUND: The effect of repeated intravenous amantadine (IVAM) in advanced Parkinsonism has not been studied in depth. OBJECTIVES: To report the experience of our medical center with repeated IVAM infusions in patients with advanced Parkinsonism. METHODS: Thirty patients with advanced Parkinsonism of various etiologies were enrolled in an open-label retrospective study. All patients were treated with IVAM infusions in a neurological daycare center. Treatment was initiated with a loading dose of 200/400 mg per day for 5 days followed by a once-daily maintenance dose of 200/400 mg every 1 to 3 weeks. Patients and their caregivers participated in a structured interview and independently completed a clinical global impression of changes scale questionnaire on various motor and non-motor symptoms. RESULTS: Patient mean age was 73.3 ± 9.7 years, average disease duration was 6.2 ± 5.7 years, and mean Hoehn and Yahr score was 3.2 ± 0.84. Mean duration of the IVAM treatment was 15.1 ± 11.6 months. An improvement in general function was reported by 91% of the patients and 89% of the caregivers. Most of the patients reported improvement in tremor and rigidity, as well as in gait stability, freezing of gait, and reduced falls. The treatment was safe with few side effects. CONCLUSIONS: Our data suggest that repeated IVAM infusions could be an effective treatment against various motor symptoms and for improvement of mobility in patients with advanced Parkinsonism. Further randomized clinical trials with a larger sample size using objective measures are warranted to validate our results.


Subject(s)
Accidental Falls/prevention & control , Amantadine , Motor Skills/drug effects , Parkinson Disease , Recovery of Function/drug effects , Aged , Amantadine/administration & dosage , Amantadine/adverse effects , Disease Progression , Dopamine Agents/administration & dosage , Dopamine Agents/adverse effects , Dose-Response Relationship, Drug , Drug Monitoring/methods , Female , Humans , Infusions, Intravenous , Male , Middle Aged , Parkinson Disease/diagnosis , Parkinson Disease/drug therapy , Parkinson Disease/physiopathology , Retrospective Studies , Treatment Outcome
11.
Ann Clin Transl Neurol ; 6(1): 106-113, 2019 01.
Article in English | MEDLINE | ID: mdl-30656188

ABSTRACT

Objective: To investigate the genetic basis of the recessive form of primary familial brain calcification and study pathways linking a novel gene with known dominant genes that cause the disease. Methods: Whole exome sequencing and Sanger-based segregation analysis were used to identify possible disease causing mutations. Mutation pathogenicity was validated by structural protein modeling. Functional associations between the candidate gene, MYORG, and genes previously implicated in the disease were examined through phylogenetic profiling. Results: We studied nine affected individuals from two unrelated families of Middle Eastern origin. The median age of symptom onset was 29.5 years (range 21-57 years) and dysarthria was the most common presenting symptom. We identified in the MYORG gene, a homozygous c.1233delC mutation in one family and c.1060_1062delGAC mutation in another. The first mutation results in protein truncation and the second in deletion of a highly conserved aspartic acid that is likely to disrupt binding of the protein with its substrate. Phylogenetic profiling analysis of the MYORG protein sequence suggests co-evolution with a number of calcium channels as well as other proteins related to regulation of anion transmembrane transport (False Discovery Rate, FDR < 10-8) and with PDCD6IP, a protein interacting with PDGFR ß which is known to be involved in the disease. Interpretation: MYORG mutations are linked to a recessive form of primary familial brain calcification. This association was recently described in patients of Chinese ancestry. We suggest the possibility that MYORG mutations lead to calcification in a PDGFR ß-related pathway.


Subject(s)
Brain Diseases, Metabolic/genetics , Calcinosis/genetics , Glycoside Hydrolases/genetics , Adult , Asian People/genetics , Brain Diseases, Metabolic/complications , Brain Diseases, Metabolic/pathology , Calcinosis/complications , Female , Genes, Recessive , Humans , Male , Middle Aged , Middle East , Mutation , Pedigree , Exome Sequencing , Young Adult
12.
Parkinsonism Relat Disord ; 39: 77-79, 2017 06.
Article in English | MEDLINE | ID: mdl-28336349

ABSTRACT

INTRODUCTION: Physician Orders for Life Sustaining Therapies (POLST) or Goals of Care (GOC) are legal documents to guide intensity of interventions (ICU, resuscitation, hospitalization or comfort care) completed by healthcare professionals following counseling of patients or their designated medical decision makers. Capacity (understanding, appreciation, reasoning and expressing a choice) to consent to POLST or GOC has not been determined among Parkinson's disease (PD) patients. We sought to assess GOC PD decisional capacity for those with cognitive complaints but not dementia. METHODS: Fifty consecutive PD patients were recruited from the Movement Disorders Program. Mini Mental Status Examination (MMSE), Montreal Cognitive Assessment (MoCA) and the MacArthur Competency Assessment Test (MacCAT) for GOC were administered. RESULTS: Mean MMSE and MOCA was 27.76 and 24.5 respectively. Twenty subjects had impaired executive function. MacCAT correlated with MoCA and MMSE (p < 0.001, 0.001) but despite impaired understanding, appreciation and reasoning among some subjects, all subjects expressed a choice. CONCLUSIONS: This exploratory study demonstrates PD with cognitive concerns had a range in decisional capacity with lower MoCA and MMSE scores predicting impaired MacCAT subscores. Clinicians should be aware that cognitive complaints without dementia may impact capacity. Despite impairments in understanding, appreciation or reasoning, patients may still express a choice. Hence, a choice in this setting may not represent their true values and goals. GOC discussions require explicit determination of the domains of capacity. Discussions regarding GOC should occur early in the course of PD.


Subject(s)
Cognition Disorders/etiology , Comprehension/physiology , Decision Making/physiology , Executive Function/physiology , Parkinson Disease/complications , Aged , Female , Humans , Male , Mental Status Schedule , Middle Aged , Neuropsychological Tests
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