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1.
Biol Cybern ; 118(1-2): 127-143, 2024 Apr.
Article En | MEDLINE | ID: mdl-38644417

The cognitive impairment will gradually appear over time in Parkinson's patients, which is closely related to the basal ganglia-cortex network. This network contains two parallel circuits mediated by putamen and caudate nucleus, respectively. Based on the biophysical mean-field model, we construct a dynamic computational model of the parallel circuit in the basal ganglia-cortex network associated with Parkinson's disease dementia. The simulated results show that the decrease of power ratio in the prefrontal cortex is mainly caused by dopamine depletion in the caudate nucleus and is less related to that in the putamen, which indicates Parkinson's disease dementia may be caused by a lesion of the caudate nucleus rather than putamen. Furthermore, the underlying dynamic mechanism behind the decrease of power ratio is investigated by bifurcation analysis, which demonstrates that the decrease of power ratio is due to the change of brain discharge pattern from the limit cycle mode to the point attractor mode. More importantly, the spatiotemporal course of dopamine depletion in Parkinson's disease patients is well simulated, which states that with the loss of dopaminergic neurons projecting to the striatum, motor dysfunction of Parkinson's disease is first observed, whereas cognitive impairment occurs after a period of onset of motor dysfunction. These results are helpful to understand the pathogenesis of cognitive impairment and provide insights into the treatment of Parkinson's disease dementia.


Basal Ganglia , Dementia , Models, Neurological , Parkinson Disease , Humans , Parkinson Disease/physiopathology , Parkinson Disease/complications , Parkinson Disease/pathology , Basal Ganglia/physiopathology , Dementia/physiopathology , Dementia/pathology , Computer Simulation , Neural Pathways/physiopathology , Cerebral Cortex/physiopathology , Dopamine/metabolism
2.
J Neural Eng ; 21(3)2024 May 07.
Article En | MEDLINE | ID: mdl-38653252

Objective.Beta triggered closed-loop deep brain stimulation (DBS) shows great potential for improving the efficacy while reducing side effect for Parkinson's disease. However, there remain great challenges due to the dynamics and stochasticity of neural activities. In this study, we aimed to tune the amplitude of beta oscillations with different time scales taking into account influence of inherent variations in the basal ganglia-thalamus-cortical circuit.Approach. A dynamic basal ganglia-thalamus-cortical mean-field model was established to emulate the medication rhythm. Then, a dynamic target model was designed to embody the multi-timescale dynamic of beta power with milliseconds, seconds and minutes. Moreover, we proposed a closed-loop DBS strategy based on a proportional-integral-differential (PID) controller with the dynamic control target. In addition, the bounds of stimulation amplitude increments and different parameters of the dynamic target were considered to meet the clinical constraints. The performance of the proposed closed-loop strategy, including beta power modulation accuracy, mean stimulation amplitude, and stimulation variation were calculated to determine the PID parameters and evaluate neuromodulation performance in the computational dynamic mean-field model.Main results. The Results show that the dynamic basal ganglia-thalamus-cortical mean-field model simulated the medication rhythm with the fasted and the slowest rate. The dynamic control target reflected the temporal variation in beta power from milliseconds to minutes. With the proposed closed-loop strategy, the beta power tracked the dynamic target with a smoother stimulation sequence compared with closed-loop DBS with the constant target. Furthermore, the beta power could be modulated to track the control target under different long-term targets, modulation strengths, and bounds of the stimulation increment.Significance. This work provides a new method of closed-loop DBS for multi-timescale beta power modulation with clinical constraints.


Basal Ganglia , Beta Rhythm , Deep Brain Stimulation , Parkinson Disease , Deep Brain Stimulation/methods , Parkinson Disease/therapy , Parkinson Disease/physiopathology , Humans , Basal Ganglia/physiopathology , Basal Ganglia/physiology , Beta Rhythm/physiology , Models, Neurological , Thalamus/physiology , Thalamus/physiopathology , Cerebral Cortex/physiopathology , Cerebral Cortex/physiology , Computer Simulation , Neural Pathways/physiology , Neural Pathways/physiopathology
3.
Brain Cogn ; 177: 106160, 2024 Jun.
Article En | MEDLINE | ID: mdl-38670051

While procedural learning (PL) has been implicated in delayed motor skill observed in developmental coordination disorder (DCD), few studies have considered the impact of co-occurring attentional problems. Furthermore, the neurostructural basis of PL in children remains unclear. We investigated PL in children with DCD while controlling for inattention symptoms, and examined the role of fronto-basal ganglia-cerebellar morphology in PL. Fifty-nine children (6-14 years; nDCD = 19, ncontrol = 40) completed the serial reaction time (SRT) task to measure PL. The Attention-Deficit Hyperactivity Disorder Rating Scale-IV was administered to measure inattention symptoms. Structural T1 images were acquired for a subset of participants (nDCD = 10, ncontrol = 28), and processed using FreeSurfer. Volume was extracted for the cerebellum, basal ganglia, and frontal regions. After controlling for inattention symptoms, the reaction time profile of controls was consistent with learning on the SRT task. This was not the case for those with DCD. SRT task performance was positively correlated with cerebellar cortical volume, and children with DCD trended towards lower cerebellar volume compared to controls. Children with DCD may not engage in PL during the SRT task in the same manner as controls, with this differential performance being associated with atypical cerebellar morphology.


Cerebellum , Learning , Magnetic Resonance Imaging , Motor Skills Disorders , Reaction Time , Humans , Child , Male , Female , Adolescent , Motor Skills Disorders/physiopathology , Motor Skills Disorders/diagnostic imaging , Reaction Time/physiology , Cerebellum/diagnostic imaging , Cerebellum/physiopathology , Learning/physiology , Magnetic Resonance Imaging/methods , Attention Deficit Disorder with Hyperactivity/physiopathology , Attention Deficit Disorder with Hyperactivity/diagnostic imaging , Neuroimaging/methods , Attention/physiology , Basal Ganglia/physiopathology , Basal Ganglia/diagnostic imaging , Psychomotor Performance/physiology , Motor Skills/physiology
4.
Neurotherapeutics ; 21(3): e00356, 2024 Apr.
Article En | MEDLINE | ID: mdl-38608373

Deep brain stimulation (DBS) is an established therapeutic tool for the treatment of Parkinson's disease (PD). The mechanisms of DBS for PD are likely rooted in modulation of the subthalamo-pallidal network. However, it can be difficult to electrophysiologically interrogate that network in human patients. The recent identification of large amplitude evoked potential (EP) oscillations from DBS in the subthalamic nucleus (STN) or globus pallidus internus (GPi) are providing new scientific opportunities to expand understanding of human basal ganglia network activity. In turn, the goal of this review is to provide a summary of DBS-induced EPs in the basal ganglia and attempt to explain various components of the EP waveforms from their likely network origins. Our analyses suggest that DBS-induced antidromic activation of globus pallidus externus (GPe) is a key driver of these oscillatory EPs, independent of stimulation location (i.e. STN or GPi). This suggests a potentially more important role for GPe in the mechanisms of DBS for PD than typically assumed. And from a practical perspective, DBS EPs are poised to become clinically useful electrophysiological biomarker signals for verification of DBS target engagement.


Basal Ganglia , Deep Brain Stimulation , Evoked Potentials , Parkinson Disease , Deep Brain Stimulation/methods , Humans , Basal Ganglia/physiology , Basal Ganglia/physiopathology , Evoked Potentials/physiology , Parkinson Disease/therapy , Parkinson Disease/physiopathology , Animals , Globus Pallidus/physiology , Subthalamic Nucleus/physiology
5.
Mov Disord ; 39(5): 768-777, 2024 May.
Article En | MEDLINE | ID: mdl-38415321

BACKGROUND: One of the characteristics of parkinsonian tremor is that its amplitude decreases with movement. Current models suggest an interaction between basal ganglia (BG) and cerebello-thalamo-cortical circuits in parkinsonian tremor pathophysiology. OBJECTIVE: We aimed to correlate central oscillation in the BG with electromyographic activity during re-emergent tremor in order to detect changes in BG oscillatory activity when tremor is attenuated by movement. METHODS: We performed a prospective, observational study on consecutive parkinsonian patients who underwent deep brain stimulation surgery and presented re-emergent tremor. Coherence analysis between subthalamic nucleus/globus pallidus internus (STN/GPi) tremorous activity measured by microrecording (MER) and electromyogram (EMG) from flexor and extensor wrist muscles during rest, posture, and re-emergent tremor pause was performed during surgery. The statistical significance level of the MER-EMG coherence was determined using surrogate data analysis, and the directionality of information transfer between BG and muscle was performed using entropy transfer analysis. RESULTS: We analyzed 148 MERs with tremor-like activity from 6 patients which were evaluated against the simultaneous EMGs, resulting in 296 correlations. Of these, 26 presented a significant level of coherence at tremor frequency, throughout rest and posture, with a complete EMG stop in between. During the pause, all recordings showed sustained MER peaks at tremor frequency (±1.5 Hz). Information flows preferentially from BG to muscle during rest and posture, with a loss of directionality during the pause. CONCLUSIONS: Our results suggest that oscillatory activity in STN/GPi functionally linked to tremor sustains firing frequency during re-emergent tremor pause, thus suggesting no direct role of the BG circuit on tremor attenuation due to voluntary movements. © 2024 International Parkinson and Movement Disorder Society.


Basal Ganglia , Deep Brain Stimulation , Electromyography , Movement , Parkinson Disease , Subthalamic Nucleus , Tremor , Humans , Tremor/physiopathology , Parkinson Disease/physiopathology , Male , Female , Basal Ganglia/physiopathology , Middle Aged , Aged , Deep Brain Stimulation/methods , Subthalamic Nucleus/physiopathology , Movement/physiology , Prospective Studies , Muscle, Skeletal/physiopathology , Globus Pallidus/physiopathology
6.
J Child Neurol ; 39(1-2): 33-44, 2024 Jan.
Article En | MEDLINE | ID: mdl-38409793

Selection of targets for deep brain stimulation (DBS) has been based on clinical experience, but inconsistent and unpredictable outcomes have limited its use in patients with heterogeneous or rare disorders. In this large case series, a novel staged procedure for neurophysiological assessment from 8 to 12 temporary depth electrodes is used to select targets for neuromodulation that are tailored to each patient's functional needs. Thirty children and young adults underwent deep brain stimulation target evaluation with the new procedure: Stereotactic Awake Basal ganglia Electrophysiological Recording and Stimulation (SABERS). Testing is performed in an inpatient neuromodulation monitoring unit over 5-7 days, and results guide the decision to proceed and the choice of targets for permanent deep brain stimulation implantation. Results were evaluated 3-6 months postoperatively with the Burke-Fahn-Marsden Dystonia Rating Scale and the Barry-Albright Dystonia Scale. Stereotactic Awake Basal ganglia Electrophysiological Recording and Stimulation testing allowed modulation to be tailored to specific neurologic deficits in a heterogeneous population, including subjects with primary dystonia, secondary dystonia, and Tourette syndrome. All but one subject were implanted with 4 permanent deep brain stimulation leads. Results showed significant improvement on both scales at postoperative follow-up. No significant adverse events occurred. Use of the Stereotactic Awake Basal ganglia Electrophysiological Recording and Stimulation protocol with evaluation in the neuromodulation monitoring unit is feasible and results in significant patient benefit compared with previously published results in these populations. This new technique supports a significant expansion of functional neurosurgery to predict effective stimulation targets in a wide range of disorders of brain function, including those for which the optimal target is not yet known.


Basal Ganglia , Deep Brain Stimulation , Humans , Deep Brain Stimulation/methods , Child , Male , Female , Adolescent , Young Adult , Basal Ganglia/physiopathology , Stereotaxic Techniques , Movement Disorders/therapy , Movement Disorders/surgery , Movement Disorders/physiopathology , Mental Disorders/therapy , Mental Disorders/physiopathology , Treatment Outcome , Wakefulness/physiology , Adult , Electrodes, Implanted , Child, Preschool
7.
J Neurosurg ; 140(6): 1620-1629, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38157543

OBJECTIVE: Deep brain stimulation (DBS) is an effective treatment for medically refractory Tourette syndrome (TS). Several effective targets have been reported, but there is still controversy about the networks involved in the efficacy of DBS for TS. Here, the authors aimed to identify the basal ganglia-thalamo-cortical networks associated with tic and obsessive-compulsive behavior (OCB) improvement and the network link between the two main targets for TS. METHODS: A retrospective analysis of 21 patients treated with pallidal and thalamic DBS was performed. Tics and OCB scores were recorded before and after DBS. The authors localized the electrodes in standard MNI (Montreal Neurological Institute) space and calculated the volume of tissue activated with the settings at the last follow-up to obtain areas of maximal improvement ("sweet spots") among all patients for the pallidal and thalamic targets. Tractography was used to show the white matter pathways associated with maximal tic and OCB improvement. RESULTS: Ten patients treated with pallidal DBS and 11 patients treated with thalamic DBS were included. Responder rates were 80% in the pallidal and 64% in the thalamic target groups. Sweet spots for tics and OCB clustered in several areas across the basal ganglia and thalamus delineated two main networks. Tic reduction in the pallidal target mapped to a limbic pallidothalamic network and in the thalamic target to the premotor thalamocortical network. Putting these two networks together will form the main output of the so-called limbic-motor interface network. However, OCB reduction mapped a dorsomedial prefrontal cortex/dorsal anterior cingulate (dmPFC/dACC) network. CONCLUSIONS: The authors demonstrated the involvement of the limbic-motor interface network during effective DBS for tics in patients with TS. OCB redution was associated with the additional involvement of dmPFC/dACC connections passing dorsal to the head of the globus pallidus pars externa on its way to the thalamus and midbrain.


Deep Brain Stimulation , Tourette Syndrome , Humans , Tourette Syndrome/therapy , Tourette Syndrome/physiopathology , Deep Brain Stimulation/methods , Male , Female , Adult , Retrospective Studies , Young Adult , Adolescent , Treatment Outcome , Thalamus/diagnostic imaging , Globus Pallidus , Middle Aged , Limbic System/physiopathology , Limbic System/diagnostic imaging , Child , Nerve Net/diagnostic imaging , Nerve Net/physiopathology , Basal Ganglia/physiopathology , Neural Pathways/physiopathology , Obsessive-Compulsive Disorder/therapy , Obsessive-Compulsive Disorder/physiopathology
8.
Sci Rep ; 12(1): 1835, 2022 02 03.
Article En | MEDLINE | ID: mdl-35115607

To characterize Parkinson's disease, abnormal phase-amplitude coupling is assessed in the cortico-basal circuit using invasive recordings. It is unknown whether the same phenomenon might be found in regions other than the cortico-basal ganglia circuit. We hypothesized that using magnetoencephalography to assess phase-amplitude coupling in the whole brain can characterize Parkinson's disease. We recorded resting-state magnetoencephalographic signals in patients with Parkinson's disease and in healthy age- and sex-matched participants. We compared whole-brain signals from the two groups, evaluating the power spectra of 3 frequency bands (alpha, 8-12 Hz; beta, 13-25 Hz; gamma, 50-100 Hz) and the coupling between gamma amplitude and alpha or beta phases. Patients with Parkinson's disease showed significant beta-gamma phase-amplitude coupling that was widely distributed in the sensorimotor, occipital, and temporal cortices; healthy participants showed such coupling only in parts of the somatosensory and temporal cortices. Moreover, beta- and gamma-band power differed significantly between participants in the two groups (P < 0.05). Finally, beta-gamma phase-amplitude coupling in the sensorimotor cortices correlated significantly with motor symptoms of Parkinson's disease (P < 0.05); beta- and gamma-band power did not. We thus demonstrated that beta-gamma phase-amplitude coupling in the resting state characterizes Parkinson's disease.


Basal Ganglia/physiopathology , Brain Waves , Cerebral Cortex/physiopathology , Magnetoencephalography , Parkinson Disease/diagnosis , Aged , Case-Control Studies , Cortical Synchronization , Female , Humans , Male , Middle Aged , Neural Pathways/physiopathology , Parkinson Disease/physiopathology , Predictive Value of Tests , Signal Processing, Computer-Assisted
9.
Nat Commun ; 12(1): 7026, 2021 12 02.
Article En | MEDLINE | ID: mdl-34857767

Βeta oscillatory activity (human: 13-35 Hz; primate: 8-24 Hz) is pervasive within the cortex and basal ganglia. Studies in Parkinson's disease patients and animal models suggest that beta-power increases with dopamine depletion. However, the exact relationship between oscillatory power, frequency and dopamine tone remains unclear. We recorded neural activity in the cortex and basal ganglia of healthy non-human primates while acutely and chronically up- and down-modulating dopamine levels. We assessed changes in beta oscillations in patients with Parkinson's following acute and chronic changes in dopamine tone. Here we show beta oscillation frequency is strongly coupled with dopamine tone in both monkeys and humans. Power, coherence between single-units and local field potentials (LFP), spike-LFP phase-locking, and phase-amplitude coupling are not systematically regulated by dopamine levels. These results demonstrate that beta frequency is a key property of pathological oscillations in cortical and basal ganglia networks.


Action Potentials/physiology , Basal Ganglia/metabolism , Beta Rhythm/physiology , Cerebral Cortex/metabolism , Dopamine/pharmacology , Parkinson Disease/metabolism , Parkinsonian Disorders/metabolism , Action Potentials/drug effects , Animals , Basal Ganglia/diagnostic imaging , Basal Ganglia/drug effects , Basal Ganglia/physiopathology , Beta Rhythm/drug effects , Carbidopa/pharmacology , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/drug effects , Cerebral Cortex/physiopathology , Chlorocebus aethiops , Dopamine/metabolism , Electrodes, Implanted , Eye-Tracking Technology , Female , Humans , Levodopa/pharmacology , Magnetic Resonance Imaging , Nerve Net/diagnostic imaging , Nerve Net/drug effects , Nerve Net/metabolism , Nerve Net/physiopathology , Organic Chemicals/pharmacology , Parkinson Disease/diagnostic imaging , Parkinson Disease/physiopathology , Parkinsonian Disorders/diagnostic imaging , Parkinsonian Disorders/physiopathology , Pupil/drug effects , Pupil/physiology , Stereotaxic Techniques
10.
Elife ; 102021 09 14.
Article En | MEDLINE | ID: mdl-34519273

The subthalamic nucleus (STN) is theorized to globally suppress movement through connections with downstream basal ganglia structures. Current theories are supported by increased STN activity when subjects withhold an uninitiated action plan, but a critical test of these theories requires studying STN responses when an ongoing action is replaced with an alternative. We perform this test in subjects with Parkinson's disease using an extended reaching task where the movement trajectory changes mid-action. We show that STN activity decreases during action switches, contrary to prevalent theories. Furthermore, beta oscillations in the STN local field potential, which are associated with movement inhibition, do not show increased power or spiking entrainment during switches. We report an inhomogeneous population neural code in STN, with one sub-population encoding movement kinematics and direction and another encoding unexpected action switches. We suggest an elaborate neural code in STN that contributes to planning actions and changing the plans.


Movement , Parkinson Disease/physiopathology , Subthalamic Nucleus/physiopathology , Basal Ganglia/physiopathology , Deep Brain Stimulation , Female , Humans , Male , Middle Aged , Parkinson Disease/therapy
11.
Neural Plast ; 2021: 9926445, 2021.
Article En | MEDLINE | ID: mdl-34221005

Parkinson's disease (PD) is a chronic and progressive neurodegenerative disease caused by degeneration of dopaminergic neurons in the substantia nigra. Existing pharmaceutical treatments offer alleviation of symptoms but cannot delay disease progression and are often associated with significant side effects. Clinical studies have demonstrated that acupuncture may be beneficial for PD treatment, particularly in terms of ameliorating PD symptoms when combined with anti-PD medication, reducing the required dose of medication and associated side effects. During early stages of PD, acupuncture may even be used to replace medication. It has also been found that acupuncture can protect dopaminergic neurons from degeneration via antioxidative stress, anti-inflammatory, and antiapoptotic pathways as well as modulating the neurotransmitter balance in the basal ganglia circuit. Here, we review current studies and reflect on the potential of acupuncture as a novel and effective treatment strategy for PD. We found that particularly during the early stages, acupuncture may reduce neurodegeneration of dopaminergic neurons and regulate the balance of the dopaminergic circuit, thus delaying the progression of the disease. The benefits of acupuncture will need to be further verified through basic and clinical studies.


Acupuncture Therapy , Dopaminergic Neurons/physiology , Parkinson Disease/therapy , Antiparkinson Agents/therapeutic use , Apoptosis , Basal Ganglia/physiopathology , Bibliometrics , Clinical Trials as Topic , Combined Modality Therapy , Dopamine/metabolism , Humans , Nerve Net/physiopathology , Neuroinflammatory Diseases , Oxidative Stress , Parkinson Disease/drug therapy , Parkinson Disease/physiopathology , Protein Aggregation, Pathological , Treatment Outcome , alpha-Synuclein/analysis
12.
Neural Plast ; 2021: 8841720, 2021.
Article En | MEDLINE | ID: mdl-34188677

Objective: To analyze the pattern of intrinsic brain activity variability that is altered by acupuncture compared with conventional treatment in stroke patients with motor dysfunction, thus providing the mechanism of stroke treatment by acupuncture. Methods: Chinese and English articles published up to May 2020 were searched in the PubMed, Web of Science, EMBASE, and Cochrane Library databases, China National Knowledge Infrastructure, Chongqing VIP, and Wanfang Database. We only included randomized controlled trials (RCTs) using resting-state fMRI to observe the effect of acupuncture on stroke patients with motor dysfunction. R software was used to analyze the continuous variables, and Seed-based d Mapping with Permutation of Subject Images (SDM-PSI) was used to perform an analysis of fMRI data. Findings. A total of 7 studies comprising 143 patients in the treatment group and 138 in the control group were included in the meta-analysis. The results suggest that acupuncture treatment helps the healing process of motor dysfunction in stroke patients and exhibits hyperactivation in the bilateral basal ganglia and insula and hypoactivation in motor-related areas (especially bilateral BA6 and left BA4). Conclusion: Acupuncture plays a role in promoting neuroplasticity in subcortical regions that are commonly affected by stroke and cortical motor areas that may compensate for motor deficits, which may provide a possible mechanism underlying the therapeutic effect of acupuncture.


Acupuncture Therapy , Movement Disorders/therapy , Neuronal Plasticity , Stroke/complications , Basal Ganglia/physiopathology , Data Accuracy , Humans , Insular Cortex/physiopathology , Movement Disorders/etiology , Movement Disorders/physiopathology , Treatment Outcome
13.
PLoS One ; 16(6): e0252565, 2021.
Article En | MEDLINE | ID: mdl-34097691

Two new recurrence plot methods (the binary recurrence plot and binary cross recurrence plot) were introduced here to study the long-term dynamic of the primary motor cortex and its interaction with the primary somatosensory cortex, the anterior motor thalamus of the basal ganglia motor loop and the precuneous nucleus of the default mode network. These recurrence plot methods: 1. identify short-term transient interactions; 2. identify long-lasting delayed interactions that are common in complex systems; 3. work with non-stationary blood oxygen level dependent (BOLD) data; 4. may study the relationship of centers with non-linear functional interactions; 5 may compare different experimental groups performing different tasks. These methods were applied to BOLD time-series obtained in 20 control subjects and 20 Parkinson´s patients during the execution of motor activity and body posture tasks (task-block design). The binary recurrence plot showed the task-block BOLD response normally observed in the primary motor cortex with functional magnetic resonance imaging methods, but also shorter and longer BOLD-fluctuations than the task-block and which provided information about the long-term dynamic of this center. The binary cross recurrence plot showed short-lasting and long-lasting functional interactions between the primary motor cortex and the primary somatosensory cortex, anterior motor thalamus and precuneous nucleus, interactions which changed with the resting and motor tasks. Most of the interactions found in healthy controls were disrupted in Parkinson's patients, and may be at the basis of some of the motor disorders and side-effects of dopaminergic drugs commonly observed in these patients.


Basal Ganglia/physiopathology , Motor Cortex/physiopathology , Parkinson Disease/physiopathology , Adult , Aged , Basal Ganglia/diagnostic imaging , Humans , Magnetic Resonance Imaging , Middle Aged , Motor Cortex/diagnostic imaging , Parkinson Disease/diagnostic imaging
14.
Behav Brain Res ; 411: 113398, 2021 08 06.
Article En | MEDLINE | ID: mdl-34087255

INTRODUCTION: Parkinson's disease (PD) is a movement disorder caused by dysfunction in the basal ganglia (BG). Clinically relevant gait deficits, such as decreased velocity and increased variability, may be caused by underlying neural dysfunction. Reductions in resting-state functional connectivity (rs-FC) between networks have been identified in PD compared to controls; however, the association between gait characteristics and rs-FC of brain networks in people with PD has not yet been explored. The present study aimed to investigate these associations. METHODS: Gait characteristics and rs-FC MRI data were collected for participants with PD (N = 50). Brain networks were identified from a set of seeds representing cortical, subcortical, and cerebellar regions. Gait outcomes were correlated with the strength of rs-FC within and between networks of interest. A stepwise regression analysis was also conducted to determine whether the rs-FC strength of brain networks, along with clinical motor scores, were predictive of gait characteristics. RESULTS: Gait velocity was associated with rs-FC within the visual network and between motor and cognitive networks, most notably BG-thalamus internetwork rs-FC. The stepwise regression analysis showed strength of BG-thalamus internetwork rs-FC and clinical motor scores were predictive of gait velocity. CONCLUSION: The results of the present study demonstrate gait characteristics are associated with functional organization of the brain at the network level, providing insight into the neural mechanisms of clinically relevant gait characteristics. This knowledge could be used to optimize the design of gait rehabilitation interventions for people with neurological conditions.


Gait/physiology , Neural Pathways/physiopathology , Parkinson Disease/physiopathology , Aged , Basal Ganglia/physiopathology , Brain/physiopathology , Brain Mapping/methods , Cerebellum/physiopathology , Female , Humans , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Male , Middle Aged , Rest , Thalamus/physiopathology
15.
Int J Mol Sci ; 22(9)2021 Apr 29.
Article En | MEDLINE | ID: mdl-33946908

Alterations of zinc homeostasis have long been implicated in Parkinson's disease (PD). Zinc plays a complex role as both deficiency and excess of intracellular zinc levels have been incriminated in the pathophysiology of the disease. Besides its role in multiple cellular functions, Zn2+ also acts as a synaptic transmitter in the brain. In the forebrain, subset of glutamatergic neurons, namely cortical neurons projecting to the striatum, use Zn2+ as a messenger alongside glutamate. Overactivation of the cortico-striatal glutamatergic system is a key feature contributing to the development of PD symptoms and dopaminergic neurotoxicity. Here, we will cover recent evidence implicating synaptic Zn2+ in the pathophysiology of PD and discuss its potential mechanisms of actions. Emphasis will be placed on the functional interaction between Zn2+ and glutamatergic NMDA receptors, the most extensively studied synaptic target of Zn2+.


Parkinson Disease/physiopathology , Synapses/physiology , Zinc/physiology , Animals , Basal Ganglia/physiopathology , Cation Transport Proteins/deficiency , Cerebral Cortex/physiopathology , Chelating Agents/pharmacology , Chelating Agents/therapeutic use , Corpus Striatum/physiopathology , Female , Homeostasis , Humans , Intracellular Fluid/metabolism , Male , Mice , Mice, Knockout , Nerve Degeneration/physiopathology , Oxidopamine/toxicity , Parkinsonian Disorders/chemically induced , Parkinsonian Disorders/physiopathology , Rats , Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors , Receptors, N-Methyl-D-Aspartate/physiology , Synaptic Transmission/physiology
16.
Brain Res ; 1764: 147477, 2021 08 01.
Article En | MEDLINE | ID: mdl-33852889

BACKGROUND: Rapid eye movement (REM) sleep behavior disorder (RBD) is one of the common nonmotor symptoms of Parkinson's disease (PD), characterized by frequently occurring REM sleep without muscle atonia. Our aim was to explore dynamic network connection changes in PD patients with RBD. METHOD: On the basis of RBD screening questionnaire (RBDSQ), 126 PD patients were classified into those with probable RBD symptoms (PD-pRBD) and without probable RBD (PD-npRBD). We applied independent component analysis, sliding window approach and k-means clustering methods to clarify dynamic functional connectivity alterations. RESULTS: In contrast to PD-npRBD, PD-pRBD patients were liable to engage in a brain pattern mainly marked by weaker positive couplings between visual network (VIS) and default mode network (DMN), DMN and basal ganglia network (BG), and within DMN (State IV). In addition, we discovered that both PD patients with or without pRBD had shorter dwell time and fewer occurrences in State III, characterized by positive correlations between VIS and DMN, BG and DMN, and positive within-network coupling of sensorimotor network (SMN), relative to healthy controls. CONCLUSIONS: Our study suggested that the weaker positive couplings between VIS and DMN, DMN and BG, and within DMN in State IV could be involved in the pathogenesis of PD patients with probable RBD on an overall level.


Parkinson Disease/physiopathology , REM Sleep Behavior Disorder/physiopathology , Aged , Basal Ganglia/diagnostic imaging , Basal Ganglia/physiopathology , Brain/diagnostic imaging , Brain/physiopathology , Case-Control Studies , Cluster Analysis , Default Mode Network/diagnostic imaging , Default Mode Network/physiopathology , Female , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Nerve Net/diagnostic imaging , Nerve Net/physiopathology , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , REM Sleep Behavior Disorder/complications , REM Sleep Behavior Disorder/diagnostic imaging , Visual Pathways/diagnostic imaging , Visual Pathways/physiopathology
17.
Int J Mol Sci ; 22(8)2021 Apr 09.
Article En | MEDLINE | ID: mdl-33918947

With the increasing age of the population, the incidence of Parkinson's disease (PD) has increased exponentially. The development of novel therapeutic interventions requires an understanding of the involvement of senescent brain cells in the pathogenesis of PD. In this review, we highlight the roles played by microglia in the basal ganglia in the pathophysiological processes of PD. In PD, dopaminergic (DAergic) neuronal degeneration in the substantia nigra pars compacta (SNc) activates the microglia, which then promote DAergic neuronal degeneration by releasing potentially neurotoxic factors, including nitric oxide, cytokines, and reactive oxygen species. On the other hand, microglia are also activated in the basal ganglia outputs (the substantia nigra pars reticulata and the globus pallidus) in response to excess glutamate released from hyperactive subthalamic nuclei-derived synapses. The activated microglia then eliminate the hyperactive glutamatergic synapses. Synapse elimination may be the mechanism underlying the compensation that masks the appearance of PD symptoms despite substantial DAergic neuronal loss. Microglial senescence may correlate with their enhanced neurotoxicity in the SNc and the reduced compensatory actions in the basal ganglia outputs. The dual roles of microglia in different basal ganglia regions make it difficult to develop interventions targeting microglia for PD treatment.


Basal Ganglia/metabolism , Disease Susceptibility , Microglia/metabolism , Parkinson Disease/etiology , Parkinson Disease/metabolism , Animals , Basal Ganglia/pathology , Basal Ganglia/physiopathology , Biomarkers , Cellular Senescence , Humans , Parkinson Disease/drug therapy , Parkinson Disease/pathology
18.
Hum Brain Mapp ; 42(11): 3440-3449, 2021 08 01.
Article En | MEDLINE | ID: mdl-33830581

The aberrant thalamocortical pathways of epilepsy have been detected recently, while its underlying effects on epilepsy are still not well understood. Exploring pathoglytic changes in two important thalamocortical pathways, that is, the basal ganglia (BG)-thalamocortical and the cerebellum-thalamocortical pathways, in people with idiopathic generalized epilepsy (IGE), could deepen our understanding on the pathological mechanism of this disease. These two pathways were reconstructed and investigated in this study by combining diffusion and functional MRI. Both pathways showed connectivity changes with the perception and cognition systems in patients. Consistent functional connectivity (FC) changes were observed mainly in perception regions, revealing the aberrant integration of sensorimotor and visual information in IGE. The pathway-specific FC alterations in high-order regions give neuroimaging evidence of the neural mechanisms of cognitive impairment and epileptic activities in IGE. Abnormal functional and structural integration of cerebellum, basal ganglia and thalamus could result in an imbalance of inhibition and excitability in brain systems of IGE. This study located the regulated cortical regions of BG and cerebellum which been affected in IGE, established possible links between the neuroimaging findings and epileptic symptoms, and enriched the understanding of the regulatory effects of BG and cerebellum on epilepsy.


Basal Ganglia/physiopathology , Cerebellum/physiopathology , Cerebral Cortex/physiopathology , Connectome , Epilepsy, Generalized/physiopathology , Nerve Net/physiopathology , Thalamus/physiopathology , Adult , Basal Ganglia/diagnostic imaging , Cerebellum/diagnostic imaging , Cerebral Cortex/diagnostic imaging , Epilepsy, Generalized/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Male , Nerve Net/diagnostic imaging , Neural Pathways/diagnostic imaging , Neural Pathways/physiopathology , Thalamus/diagnostic imaging , Young Adult
19.
Article En | MEDLINE | ID: mdl-33795375

OBJECTIVE: To define the role played by microglia in different stages of Huntington disease (HD), we used the TSPO radioligand [11C]-ER176 and PET to evaluate microglial activation in relation to neurodegeneration and in relation to the clinical features seen at premanifest and manifest stages of the disease. METHODS: This is a cross-sectional study in which 18 subjects (6 controls, 6 premanifest, and 6 manifest HD gene carriers) underwent a [11C]-ER176 PET scan and an MRI for anatomic localization. Segmentation of regions of interest (ROIs) was performed, and group differences in [11C]-ER176 binding (used to evaluate the extent of microglial activation) were assessed by the standardized uptake value ratio (SUVR). Microglial activation was correlated with ROIs volumes, disease burden, and the scores obtained in the clinical scales. As an exploratory aim, we evaluated the dynamic functions of microglia in vitro, by using induced microglia-like (iMG) cells from peripheral blood monocytes. RESULTS: Individuals with manifest HD present higher [11C]-ER176 SUVR in both globi pallidi and putamina in comparison with controls. No differences were observed when we compared premanifest HD with controls or with manifest HD. We also found a significant correlation between increased microglial activation and cumulative disease burden, and with reduced volumes. iMG from controls, premanifest HD, and manifest HD patients showed similar phagocytic capacity. CONCLUSIONS: Altogether, our data demonstrate that microglial activation is involved in HD pathophysiology and is associated with disease progression.


Basal Ganglia/metabolism , Basal Ganglia/physiopathology , Huntington Disease/metabolism , Huntington Disease/physiopathology , Microglia/metabolism , Adult , Aged , Aged, 80 and over , Brain/metabolism , Cross-Sectional Studies , Disease Progression , Female , Humans , Huntington Disease/genetics , Leukocytes, Mononuclear/metabolism , Male , Middle Aged , Positron-Emission Tomography , Primary Cell Culture , Putamen/metabolism , Receptors, GABA/genetics
20.
Neurology ; 96(23): e2874-e2884, 2021 06 08.
Article En | MEDLINE | ID: mdl-33910940

OBJECTIVES: To test for cerebellar involvement in motor and nonmotor impairments in Parkinson disease (PD) and to determine patterns of metabolic correlations with supratentorial brain structures, we correlated clinical motor, cognitive, and psychiatric scales with cerebellar metabolism. METHODS: We included 90 patients with PD. Motor, cognitive, and psychiatric domains were assessed, and resting-state 18FDG-PET metabolic imaging was performed. The motor, cognitive, and psychiatric scores were entered separately into a principal component analysis. We looked for correlations between these 3 principal components and cerebellar metabolism. Furthermore, we extracted the mean glucose metabolism value for each significant cerebellar cluster and looked for patterns of cerebrum-cerebellum metabolic correlations. RESULTS: Severity of impairment was correlated with increased metabolism in the anterior lobes and vermis (motor domain); the right crus I, crus II, and declive (cognitive domain); and the right crus I and crus II (psychiatric domain). No results survived multiple testing corrections regarding the psychiatric domain. Moreover, we found distributed and overlapping, but not identical, patterns of metabolic correlations for motor and cognitive domains. Specific supratentorial structures (cortical structures, basal ganglia, and thalamus) were strongly correlated with each of the cerebellar clusters. CONCLUSIONS: These results confirm the role of the cerebellum in nonmotor domains of PD, with differential but overlapping patterns of metabolic correlations suggesting the involvement of cerebello-thalamo-striatal-cortical loops.


Behavioral Symptoms , Cerebellum , Cognitive Dysfunction , Nerve Net , Parkinson Disease , Adult , Aged , Basal Ganglia/diagnostic imaging , Basal Ganglia/metabolism , Basal Ganglia/physiopathology , Behavioral Symptoms/diagnostic imaging , Behavioral Symptoms/etiology , Behavioral Symptoms/metabolism , Behavioral Symptoms/physiopathology , Cerebellum/diagnostic imaging , Cerebellum/metabolism , Cerebellum/physiopathology , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/metabolism , Cerebral Cortex/physiopathology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/etiology , Cognitive Dysfunction/metabolism , Cognitive Dysfunction/physiopathology , Female , Fluorodeoxyglucose F18 , Humans , Male , Middle Aged , Nerve Net/diagnostic imaging , Nerve Net/metabolism , Nerve Net/physiopathology , Parkinson Disease/complications , Parkinson Disease/diagnostic imaging , Parkinson Disease/metabolism , Parkinson Disease/physiopathology , Positron-Emission Tomography , Principal Component Analysis , Thalamus/diagnostic imaging , Thalamus/metabolism , Thalamus/physiopathology
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