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1.
Sci Rep ; 14(1): 15079, 2024 07 02.
Artículo en Inglés | MEDLINE | ID: mdl-38956128

RESUMEN

The effect of the menstrual cycle on fine motor skills is unclear. This study determined whether the menstrual cycle affected fine motor skills and related neural activities. Nineteen women with regular menstrual cycles were tested for fine motor skills using two types of tasks: grooved pegboard task (GPT), which evaluates motor control with high freedom of movements, and force modulation task (FMT), which evaluates more complex and fine motor control with low freedom of movements. We also assessed primary motor cortex intracortical circuits and sensorimotor integration using paired-pulse transcranial magnetic stimulation to reveal why the menstrual cycle affects fine motor skills. The present study indicated that fine motor skills assessed by FMT varied throughout the menstrual cycle while those measured by GPT did not. These results suggest that fine motor skills requiring more complex and fine control may be affected by the menstrual cycle. Additionally, changes in fine motor skills throughout the menstrual cycle may be associated with the severity of menstruation-related symptoms.


Asunto(s)
Ciclo Menstrual , Corteza Motora , Destreza Motora , Estimulación Magnética Transcraneal , Humanos , Femenino , Ciclo Menstrual/fisiología , Destreza Motora/fisiología , Adulto , Corteza Motora/fisiología , Adulto Joven , Potenciales Evocados Motores/fisiología
2.
Commun Biol ; 7(1): 798, 2024 Jul 02.
Artículo en Inglés | MEDLINE | ID: mdl-38956172

RESUMEN

Ventrointermediate thalamic stimulation (VIM-DBS) modulates oscillatory activity in a cortical network including primary motor cortex, premotor cortex, and parietal cortex. Here we show that, beyond the beneficial effects of VIM-DBS on motor execution, this form of invasive stimulation facilitates production of sequential finger movements that follow a repeated sequence. These results highlight the role of thalamo-cortical activity in motor learning.


Asunto(s)
Estimulación Encefálica Profunda , Aprendizaje , Corteza Motora , Tálamo , Humanos , Estimulación Encefálica Profunda/métodos , Aprendizaje/fisiología , Masculino , Adulto , Corteza Motora/fisiología , Femenino , Tálamo/fisiología , Adulto Joven , Dedos/fisiología
3.
Brain Behav ; 14(7): e3605, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38956819

RESUMEN

BACKGROUND: High-frequency repeated transcranial magnetic stimulation (rTMS) stimulating the primary motor cortex (M1) is an alternative, adjunctive therapy for improving the motor symptoms of Parkinson's disease (PD). However, whether the high frequency of rTMS positively correlates to the improvement of motor symptoms of PD is still undecided. By controlling for other parameters, a disease animal model may be useful to compare the neuroprotective effects of different high frequencies of rTMS. OBJECTIVE: The current exploratory study was designed to compare the protective effects of four common high frequencies of rTMS (5, 10, 15, and 20 Hz) and iTBS (a special form of high-frequency rTMS) and explore the optimal high-frequency rTMS on an animal PD model. METHODS: Following high frequencies of rTMS application (twice a week for 5 weeks) in a MPTP/probenecid-induced chronic PD model, the effects of the five protocols on motor behavior as well as dopaminergic neuron degeneration levels were identified. The underlying molecular mechanisms were further explored. RESULTS: We found that all the high frequencies of rTMS had protective effects on the motor functions of PD models to varying degrees. Among them, the 10, 15, and 20 Hz rTMS interventions induced comparable preservation of motor function through the protection of nigrostriatal dopamine neurons. The enhancement of brain-derived neurotrophic factor (BDNF), dopamine transporter (DAT), and vesicular monoamine transporter 2 (VMAT-2) and the suppression of TNF-α and IL-1ß in the nigrostriatum were involved in the process. The efficacy of iTBS was inferior to that of the above three protocols. The effect of 5 Hz rTMS protocol was weakest. CONCLUSIONS: Combined with the results of the present study and the possible side effects induced by rTMS, we concluded that 10 Hz might be the optimal stimulation frequency for preserving the motor functions of PD models using rTMS treatment.


Asunto(s)
Modelos Animales de Enfermedad , Ratones Endogámicos C57BL , Trastornos Parkinsonianos , Probenecid , Estimulación Magnética Transcraneal , Animales , Estimulación Magnética Transcraneal/métodos , Ratones , Masculino , Probenecid/farmacología , Trastornos Parkinsonianos/inducido químicamente , Trastornos Parkinsonianos/terapia , Trastornos Parkinsonianos/metabolismo , Trastornos Parkinsonianos/fisiopatología , Factor Neurotrófico Derivado del Encéfalo/metabolismo , Corteza Motora/metabolismo , Corteza Motora/fisiopatología , Neuronas Dopaminérgicas/metabolismo , Proteínas de Transporte de Dopamina a través de la Membrana Plasmática/metabolismo , Interleucina-1beta/metabolismo , Sustancia Negra/metabolismo , Cuerpo Estriado/metabolismo , Proteínas de Transporte Vesicular de Monoaminas/metabolismo , Intoxicación por MPTP/terapia , Intoxicación por MPTP/prevención & control , Intoxicación por MPTP/metabolismo , Intoxicación por MPTP/fisiopatología , Actividad Motora/fisiología , 1-Metil-4-fenil-1,2,3,6-Tetrahidropiridina/farmacología
4.
Artículo en Inglés | MEDLINE | ID: mdl-38949928

RESUMEN

Brain-computer interfaces (BCIs) provide a communication interface between the brain and external devices and have the potential to restore communication and control in patients with neurological injury or disease. For the invasive BCIs, most studies recruited participants from hospitals requiring invasive device implantation. Three widely used clinical invasive devices that have the potential for BCIs applications include surface electrodes used in electrocorticography (ECoG) and depth electrodes used in Stereo-electroencephalography (SEEG) and deep brain stimulation (DBS). This review focused on BCIs research using surface (ECoG) and depth electrodes (including SEEG, and DBS electrodes) for movement decoding on human subjects. Unlike previous reviews, the findings presented here are from the perspective of the decoding target or task. In detail, five tasks will be considered, consisting of the kinematic decoding, kinetic decoding,identification of body parts, dexterous hand decoding, and motion intention decoding. The typical studies are surveyed and analyzed. The reviewed literature demonstrated a distributed motor-related network that spanned multiple brain regions. Comparison between surface and depth studies demonstrated that richer information can be obtained using surface electrodes. With regard to the decoding algorithms, deep learning exhibited superior performance using raw signals than traditional machine learning algorithms. Despite the promising achievement made by the open-loop BCIs, closed-loop BCIs with sensory feedback are still in their early stage, and the chronic implantation of both ECoG surface and depth electrodes has not been thoroughly evaluated.


Asunto(s)
Interfaces Cerebro-Computador , Electrocorticografía , Electrodos Implantados , Movimiento , Humanos , Electrocorticografía/instrumentación , Electrocorticografía/métodos , Movimiento/fisiología , Estimulación Encefálica Profunda/instrumentación , Fenómenos Biomecánicos , Electroencefalografía/métodos , Electroencefalografía/instrumentación , Electrodos , Corteza Motora/fisiología , Mano/fisiología , Algoritmos
5.
Cereb Cortex ; 34(7)2024 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-39042031

RESUMEN

Interhemispheric inhibition of the homotopic motor cortex is believed to be effective for accurate unilateral motor function. However, the cellular mechanisms underlying interhemispheric inhibition during unilateral motor behavior remain unclear. Furthermore, the impact of the neuromodulator acetylcholine on interhemispheric inhibition and the associated cellular mechanisms are not well understood. To address this knowledge gap, we conducted recordings of neuronal activity from the bilateral motor cortex of mice during the paw-reaching task. Subsequently, we analyzed interhemispheric spike correlation at the cell-pair level, classifying putative cell types to explore the underlying cellular circuitry mechanisms of interhemispheric inhibition. We found a cell-type pair-specific enhancement of the interhemispheric spike correlation when the mice were engaged in the reaching task. We also found that the interhemispheric spike correlation was modulated by pharmacological acetylcholine manipulation. The local field responses to contralateral excitation differed along the cortical depths, and muscarinic receptor antagonism enhanced the inhibitory component of the field response in deep layers. The muscarinic subtype M2 receptor is predominantly expressed in deep cortical neurons, including GABAergic interneurons. These results suggest that GABAergic interneurons expressing muscarinic receptors in deep layers mediate the neuromodulation of interhemispheric inhibition in the homotopic motor cortex.


Asunto(s)
Acetilcolina , Corteza Motora , Inhibición Neural , Animales , Corteza Motora/fisiología , Corteza Motora/efectos de los fármacos , Acetilcolina/metabolismo , Ratones , Masculino , Inhibición Neural/fisiología , Inhibición Neural/efectos de los fármacos , Lateralidad Funcional/fisiología , Ratones Endogámicos C57BL , Interneuronas/fisiología , Interneuronas/efectos de los fármacos , Antagonistas Muscarínicos/farmacología , Receptor Muscarínico M2/antagonistas & inhibidores , Receptor Muscarínico M2/metabolismo , Neuronas GABAérgicas/fisiología , Neuronas GABAérgicas/efectos de los fármacos , Potenciales de Acción/fisiología , Potenciales de Acción/efectos de los fármacos
6.
Sci Rep ; 14(1): 15645, 2024 Jul 08.
Artículo en Inglés | MEDLINE | ID: mdl-38977806

RESUMEN

Understanding the response of the injured brain to different transcranial direct current stimulation (tDCS) montages may help explain the variable tDCS treatment results on poststroke motor gains. Cortical connectivity has been found to reflect poststroke motor gains and cortical plasticity, but the changes in connectivity following tDCS remain unknown. We aimed to investigate the relationship between tDCS-induced changes in cortical connectivity and poststroke motor gains. In this study, participants were assigned to receive four tDCS montages (anodal, cathodal, bilateral, and sham) over the primary motor cortex (M1) according to a single-blind, randomized, crossover design. Electroencephalography (EEG) and Jebsen-Taylor hand function test (JTT) were performed before and after the intervention. Motor cortical connectivity was measured using beta-band coherence with the ipsilesional and contralesional M1 as seed regions. Motor gain was evaluated based on the JTT completion time. We examined the relationship between baseline connectivity and clinical characteristics and that between changes in connectivity and motor gains after different tDCS montages. Baseline functional connectivity, motor impairment, and poststroke duration were correlated. High ipsilesional M1-frontal-temporal connectivity was correlated with a good baseline motor status, and increased connectivity was accompanied by good functional improvement following anodal tDCS treatment. Low contralesional M1-frontal-central connectivity was correlated with a good baseline motor status, and decreased connectivity was accompanied by good functional improvement following cathodal tDCS treatment. In conclusion, EEG-based motor cortical connectivity was correlated with stroke characteristics, including motor impairment and poststroke duration, and motor gains induced by anodal and cathodal tDCS.


Asunto(s)
Estudios Cruzados , Electroencefalografía , Accidente Cerebrovascular Isquémico , Corteza Motora , Estimulación Transcraneal de Corriente Directa , Humanos , Corteza Motora/fisiopatología , Estimulación Transcraneal de Corriente Directa/métodos , Masculino , Femenino , Persona de Mediana Edad , Accidente Cerebrovascular Isquémico/fisiopatología , Accidente Cerebrovascular Isquémico/terapia , Método Simple Ciego , Anciano , Rehabilitación de Accidente Cerebrovascular/métodos , Adulto , Plasticidad Neuronal/fisiología
7.
Sci Rep ; 14(1): 15966, 2024 Jul 10.
Artículo en Inglés | MEDLINE | ID: mdl-38987364

RESUMEN

Action inhibition and error commission are prominent in everyday life. Inhibition comprises at least two facets: motor inhibition and interference suppression. When motor inhibition fails, a strong response impulse cannot be inhibited. When interference suppression fails, we become distracted by irrelevant stimuli. We investigated the neural and behavioural similarities and differences between motor inhibition errors and interference suppression errors systematically from stimulus-onset to post-response adaptation. To enable a direct comparison between both error types, we developed a complex speeded choice task where we assessed the error types in two perceptually similar conditions. Comparing the error types along the processing stream showed that the P2, an early component in the event-related potential associated with sensory gating, is the first marker for differences between the two error types. Further error-specific variations were found for the parietal P3 (associated with context updating and attentional resource allocation), for the lateralized readiness potential (LRP, associated with primary motor cortex activity), and for the Pe (associated with error evidence accumulation). For motor inhibition errors, the P2, P3 and Pe tended to be enhanced compared to successful inhibition. The LRP for motor inhibition errors was marked by multiple small response impulses. For interference suppression errors, all components were more similar to those of successful inhibition. Together, these findings suggest that motor inhibition errors arise from a deficient early inhibitory process at the perceptual and motor level, and become more apparent than interference suppression errors, that arise from an impeded response selection process.


Asunto(s)
Electroencefalografía , Inhibición Psicológica , Desempeño Psicomotor , Humanos , Masculino , Femenino , Adulto , Desempeño Psicomotor/fisiología , Adulto Joven , Tiempo de Reacción/fisiología , Potenciales Evocados/fisiología , Atención/fisiología , Corteza Motora/fisiología
8.
Commun Biol ; 7(1): 818, 2024 Jul 05.
Artículo en Inglés | MEDLINE | ID: mdl-38969758

RESUMEN

Speech brain-computer interfaces aim to support communication-impaired patients by translating neural signals into speech. While impressive progress was achieved in decoding performed, perceived and attempted speech, imagined speech remains elusive, mainly due to the absence of behavioral output. Nevertheless, imagined speech is advantageous since it does not depend on any articulator movements that might become impaired or even lost throughout the stages of a neurodegenerative disease. In this study, we analyzed electrocortigraphy data recorded from 16 participants in response to 3 speech modes: performed, perceived (listening), and imagined speech. We used a linear model to detect speech events and examined the contributions of each frequency band, from delta to high gamma, given the speech mode and electrode location. For imagined speech detection, we observed a strong contribution of gamma bands in the motor cortex, whereas lower frequencies were more prominent in the temporal lobe, in particular of the left hemisphere. Based on the similarities in frequency patterns, we were able to transfer models between speech modes and participants with similar electrode locations.


Asunto(s)
Interfaces Cerebro-Computador , Electrocorticografía , Imaginación , Habla , Humanos , Electrocorticografía/métodos , Habla/fisiología , Masculino , Femenino , Adulto , Imaginación/fisiología , Adulto Joven , Corteza Motora/fisiología
9.
Ann Clin Transl Neurol ; 11(7): 1691-1702, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38952134

RESUMEN

OBJECTIVE: The dentato-thalamo-cortical tract (DTT) is the main cerebellar efferent pathway. Degeneration of the DTT is a core feature of Friedreich ataxia (FRDA). However, it remains unclear whether DTT disruption is spatially specific, with some segments being more impacted than others. This study aimed to investigate microstructural integrity along the DTT in FRDA using a profilometry diffusion MRI (dMRI) approach. METHODS: MRI data from 45 individuals with FRDA (mean age: 33.2 ± 13.2, Male/Female: 26/19) and 37 healthy controls (mean age: 36.5 ± 12.7, Male/Female:18/19) were included in this cross-sectional multicenter study. A profilometry analysis was performed on dMRI data by first using tractography to define the DTT as the white matter pathway connecting the dentate nucleus to the contralateral motor cortex. The tract was then divided into 100 segments, and dMRI metrics of microstructural integrity (fractional anisotropy, mean diffusivity and radial diffusivity) at each segment were compared between groups. The process was replicated on the arcuate fasciculus for comparison. RESULTS: Across all diffusion metrics, the region of the DTT connecting the dentate nucleus and thalamus was more impacted in FRDA than downstream cerebral sections from the thalamus to the cortex. The arcuate fasciculus was minimally impacted. INTERPRETATION: Our study further expands the current knowledge about brain involvement in FRDA, showing that microstructural abnormalities within the DTT are weighted to early segments of the tract (i.e., the superior cerebellar peduncle). These findings are consistent with the hypothesis of DTT undergoing anterograde degeneration arising from the dentate nuclei and progressing to the primary motor cortex.


Asunto(s)
Imagen de Difusión Tensora , Ataxia de Friedreich , Sustancia Blanca , Humanos , Masculino , Femenino , Adulto , Ataxia de Friedreich/patología , Ataxia de Friedreich/diagnóstico por imagen , Persona de Mediana Edad , Estudios Transversales , Adulto Joven , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/patología , Núcleos Cerebelosos/diagnóstico por imagen , Núcleos Cerebelosos/patología , Corteza Motora/patología , Corteza Motora/diagnóstico por imagen , Tálamo/diagnóstico por imagen , Tálamo/patología , Vías Nerviosas/patología , Vías Nerviosas/diagnóstico por imagen , Imagen de Difusión por Resonancia Magnética
10.
PLoS Comput Biol ; 20(7): e1012259, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38968294

RESUMEN

Cognitive disorders, including Down syndrome (DS), present significant morphological alterations in neuron architectural complexity. However, the relationship between neuromorphological alterations and impaired brain function is not fully understood. To address this gap, we propose a novel computational model that accounts for the observed cell deformations in DS. The model consists of a cross-sectional layer of the mouse motor cortex, composed of 3000 neurons. The network connectivity is obtained by accounting explicitly for two single-neuron morphological parameters: the mean dendritic tree radius and the spine density in excitatory pyramidal cells. We obtained these values by fitting reconstructed neuron data corresponding to three mouse models: wild-type (WT), transgenic (TgDyrk1A), and trisomic (Ts65Dn). Our findings reveal a dynamic interplay between pyramidal and fast-spiking interneurons leading to the emergence of gamma activity (∼40 Hz). In the DS models this gamma activity is diminished, corroborating experimental observations and validating our computational methodology. We further explore the impact of disrupted excitation-inhibition balance by mimicking the reduction recurrent inhibition present in DS. In this case, gamma power exhibits variable responses as a function of the external input to the network. Finally, we perform a numerical exploration of the morphological parameter space, unveiling the direct influence of each structural parameter on gamma frequency and power. Our research demonstrates a clear link between changes in morphology and the disruption of gamma oscillations in DS. This work underscores the potential of computational modeling to elucidate the relationship between neuron architecture and brain function, and ultimately improve our understanding of cognitive disorders.


Asunto(s)
Biología Computacional , Síndrome de Down , Modelos Neurológicos , Síndrome de Down/fisiopatología , Síndrome de Down/patología , Animales , Ratones , Células Piramidales/patología , Células Piramidales/fisiología , Neuronas/fisiología , Neuronas/patología , Interneuronas/fisiología , Interneuronas/patología , Simulación por Computador , Corteza Motora/fisiopatología , Corteza Motora/patología , Modelos Animales de Enfermedad , Humanos , Ratones Transgénicos , Red Nerviosa/fisiopatología , Red Nerviosa/patología
11.
Sci Rep ; 14(1): 16527, 2024 Jul 17.
Artículo en Inglés | MEDLINE | ID: mdl-39020053

RESUMEN

Central post-stroke pain (CPSP) is a chronic pain resulting from a lesion in somatosensory pathways. Neuromodulation techniques, such as repetitive transcranial magnetic stimulation (rTMS) that target the primary motor cortex (M1), have shown promise for the treatment of CPSP. High-frequency (Hf) rTMS exhibits analgesic effects compared to low-frequency (Lf) rTMS; however, its analgesic mechanism is unknown. We aimed to elucidate the mechanism of rTMS-induced analgesia by evaluating alterations of tactile functional magnetic resonance imaging (fMRI) due to Hf- and Lf-rTMS in a CPSP monkey model. Consistent with the patient findings, the monkeys showed an increase in pain threshold after Hf-rTMS, which indicated an analgesic effect. However, no change after Lf-rTMS was observed. Compared to Lf-rTMS, Hf-rTMS produced enhanced tactile-evoked fMRI signals not only in M1 but also in somatosensory processing regions, such as the primary somatosensory and midcingulate cortices. However, the secondary somatosensory cortex (S2) was less active after Hf-rTMS than after Lf-rTMS, suggesting that activation of this region was involved in CPSP. Previous studies showed pharmacological inhibition of S2 reduces CPSP-related behaviors, and the present results emphasize the involvement of an S2 inhibitory system in rTMS-induced analgesia. Verification using the monkey model is important to elucidate the inhibition system.


Asunto(s)
Modelos Animales de Enfermedad , Imagen por Resonancia Magnética , Accidente Cerebrovascular , Estimulación Magnética Transcraneal , Animales , Estimulación Magnética Transcraneal/métodos , Accidente Cerebrovascular/complicaciones , Accidente Cerebrovascular/fisiopatología , Accidente Cerebrovascular/terapia , Corteza Motora/fisiopatología , Corteza Motora/diagnóstico por imagen , Corteza Somatosensorial/fisiopatología , Corteza Somatosensorial/diagnóstico por imagen , Masculino , Encéfalo/fisiopatología , Encéfalo/diagnóstico por imagen , Umbral del Dolor , Manejo del Dolor/métodos , Dolor Crónico/terapia , Dolor Crónico/fisiopatología , Dolor Crónico/etiología
12.
Physiother Res Int ; 29(3): e2111, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-39014876

RESUMEN

BACKGROUND: Aberrant movement in chronic low back pain (CLBP) is associated with a deficit in the lumbar multifidus (LM) and changes in cortical topography. Anodal transcranial direct current stimulation (a-tDCS) can be used to enhance cortical excitability by priming the neuromuscular system for motor control exercise (MCE), thereby enhancing LM activation and movement control. This study aimed to determine the effects of a 6-week MCE program combined with a-tDCS on cortical topography, LM activation, movement patterns, and clinical outcomes in individuals with CLBP. METHODS: Twenty-two individuals with CLBP were randomly allocated to the a-tDCS group (a-tDCS; n = 12) or sham-tDCS group (s-tDCS; n = 10). Both groups received 20 min of tDCS followed by 30 min of MCE. The LM and erector spinae (ES) cortical topography, LM activation, movement control battery tests, and clinical outcomes (disability and quality of life) were measured pre- and post-intervention. RESULTS: Significant interaction (group × time; p < 0.01) was found in the distance between LM and ES cortical locations. The a-tDCS group demonstrated significantly fewer discrete peaks (p < 0.05) in both ES and LM and significant improvements (p < 0.05) in clinical outcomes post-intervention. The s-tDCS group demonstrated a significant increase (p < 0.05) in the number of discrete peaks in the LM cortical topography. No significant changes (p > 0.05) in LM activation were observed in either group; however, both groups demonstrated improved movement patterns. DISCUSSION: Our findings suggest that combined a-tDCS with MCE can separate LM and ES locations over time while s-tDCS (MCE alone) reduces the distance. Our study did not find superior benefits of adding a-tDCS before MCE for LM activation, movement patterns, or clinical outcomes.


Asunto(s)
Terapia por Ejercicio , Dolor de la Región Lumbar , Estimulación Transcraneal de Corriente Directa , Humanos , Dolor de la Región Lumbar/terapia , Dolor de la Región Lumbar/rehabilitación , Femenino , Masculino , Adulto , Terapia por Ejercicio/métodos , Persona de Mediana Edad , Corteza Motora/fisiología , Corteza Motora/fisiopatología , Resultado del Tratamiento , Músculos Paraespinales/fisiología , Calidad de Vida , Dolor Crónico/terapia , Dolor Crónico/rehabilitación
13.
J Neural Eng ; 21(4)2024 Jul 24.
Artículo en Inglés | MEDLINE | ID: mdl-38963179

RESUMEN

Objective.Kinesthetic Motor Imagery (KMI) represents a robust brain paradigm intended for electroencephalography (EEG)-based commands in brain-computer interfaces (BCIs). However, ensuring high accuracy in multi-command execution remains challenging, with data from C3 and C4 electrodes reaching up to 92% accuracy. This paper aims to characterize and classify EEG-based KMI of multilevel muscle contraction without relying on primary motor cortex signals.Approach.A new method based on Hurst exponents is introduced to characterize EEG signals of multilevel KMI of muscle contraction from electrodes placed on the premotor, dorsolateral prefrontal, and inferior parietal cortices. EEG signals were recorded during a hand-grip task at four levels of muscle contraction (0%, 10%, 40%, and 70% of the maximal isometric voluntary contraction). The task was executed under two conditions: first, physically, to train subjects in achieving muscle contraction at each level, followed by mental imagery under the KMI paradigm for each contraction level. EMG signals were recorded in both conditions to correlate muscle contraction execution, whether correct or null accurately. Independent component analysis (ICA) maps EEG signals from the sensor to the source space for preprocessing. For characterization, three algorithms based on Hurst exponents were used: the original (HO), using partitions (HRS), and applying semivariogram (HV). Finally, seven classifiers were used: Bayes network (BN), naive Bayes (NB), support vector machine (SVM), random forest (RF), random tree (RT), multilayer perceptron (MP), and k-nearest neighbors (kNN).Main results.A combination of the three Hurst characterization algorithms produced the highest average accuracy of 96.42% from kNN, followed by MP (92.85%), SVM (92.85%), NB (91.07%), RF (91.07%), BN (91.07%), and RT (80.35%). of 96.42% for kNN.Significance.Results show the feasibility of KMI multilevel muscle contraction detection and, thus, the viability of non-binary EEG-based BCI applications without using signals from the motor cortex.


Asunto(s)
Interfaces Cerebro-Computador , Electroencefalografía , Imaginación , Cinestesia , Humanos , Electroencefalografía/métodos , Imaginación/fisiología , Masculino , Adulto , Femenino , Cinestesia/fisiología , Adulto Joven , Contracción Muscular/fisiología , Corteza Motora/fisiología , Electromiografía/métodos , Algoritmos , Movimiento/fisiología , Reproducibilidad de los Resultados , Máquina de Vectores de Soporte
14.
J Physiol ; 602(12): 2931-2943, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38872383

RESUMEN

Theta-burst transcranial ultrasound stimulation (tbTUS) increases primary motor cortex (M1) excitability for at least 30 min. However, the remote effects of focal M1 tbTUS on the excitability of other cortical areas are unknown. Here, we examined the effects of left M1 tbTUS on right M1 excitability. An 80 s train of active or sham tbTUS was delivered to the left M1 in 20 healthy subjects. Before and after the tbTUS, we measured: (1) corticospinal excitability using motor-evoked potential (MEP) amplitudes from single-pulse transcranial magnetic stimulation (TMS) of left and right M1; (2) interhemispheric inhibition (IHI) from left to right M1 and from right to left M1 using a dual-site paired-pulse TMS paradigm; and (3) intracortical circuits of the right M1 with short-interval intracortical inhibition and intracortical facilitation (ICF) using paired-pulse TMS. Left M1 tbTUS decreased right M1 excitability as shown by decreased MEP amplitudes, increased right M1 ICF and decreased short-interval IHI from left to right hemisphere at interstimulus interval (ISI) of 10 ms but not long-interval IHI at interstimulus interval of 40 ms. The study showed that left M1 tbTUS can change the excitability of remote cortical areas with decreased right M1 excitability and interhemispheric inhibition. The remote effects of tbTUS should be considered when it is used in neuroscience research and as a potential neuromodulation treatment for brain disorders. KEY POINTS: Transcranial ultrasound stimulation (TUS) is a novel non-invasive brain stimulation technique for neuromodulation with the advantages of being able to achieve high spatial resolution and target deep brain structures. A repetitive TUS protocol, with an 80 s train of theta burst patterned TUS (tbTUS), has been shown to increase primary motor cortex (M1) excitability, as well as increase alpha and beta movement-related spectral power in distinct brain regions. In this study, we examined on the effects of the motor cortical tbTUS on the excitability of contralateral M1 measured with MEPs elicited by transcranial magnetic stimulation. We showed that left M1 tbTUS decreased right M1 excitability and left-to-right M1 interhemispheric inhibition, and increased intracortical facilitation of right M1. These results lead to better understand the effects of tbTUS and can help the development of tbTUS for the treatment of neurological and psychiatric disorders and in neuroscience research.


Asunto(s)
Potenciales Evocados Motores , Corteza Motora , Estimulación Magnética Transcraneal , Humanos , Corteza Motora/fisiología , Masculino , Femenino , Adulto , Estimulación Magnética Transcraneal/métodos , Adulto Joven , Ritmo Teta
15.
J Neuroeng Rehabil ; 21(1): 101, 2024 Jun 13.
Artículo en Inglés | MEDLINE | ID: mdl-38872209

RESUMEN

BACKGROUND: In post-stroke rehabilitation, functional connectivity (FC), motor-related cortical potential (MRCP), and gait activities are common measures related to recovery outcomes. However, the interrelationship between FC, MRCP, gait activities, and bipedal distinguishability have yet to be investigated. METHODS: Ten participants were equipped with EEG devices and inertial measurement units (IMUs) while performing lower limb motor preparation (MP) and motor execution (ME) tasks. MRCP, FCs, and bipedal distinguishability were extracted from the EEG signals, while the change in knee degree during the ME phase was calculated from the gait data. FCs were analyzed with pairwise Pearson's correlation, and the brain-wide FC was fed into support vector machine (SVM) for bipedal classification. RESULTS: Parietal-frontocentral connectivity (PFCC) dysconnection and MRCP desynchronization were related to the MP and ME phases, respectively. Hemiplegic limb movement exhibited higher PFCC strength than nonhemiplegic limb movement. Bipedal classification had a short-lived peak of 75.1% in the pre-movement phase. These results contribute to a better understanding of the neurophysiological functions during motor tasks, with respect to localized MRCP and nonlocalized FC activities. The difference in PFCCs between both limbs could be a marker to understand the motor function of the brain of post-stroke patients. CONCLUSIONS: In this study, we discovered that PFCCs are temporally dependent on lower limb gait movement and MRCP. The PFCCs are also related to the lower limb motor performance of post-stroke patients. The detection of motor intentions allows the development of bipedal brain-controlled exoskeletons for lower limb active rehabilitation.


Asunto(s)
Electroencefalografía , Marcha , Lóbulo Parietal , Rehabilitación de Accidente Cerebrovascular , Accidente Cerebrovascular , Humanos , Masculino , Accidente Cerebrovascular/fisiopatología , Accidente Cerebrovascular/complicaciones , Femenino , Persona de Mediana Edad , Marcha/fisiología , Lóbulo Parietal/fisiopatología , Lóbulo Parietal/fisiología , Potenciales Evocados Motores/fisiología , Lóbulo Frontal/fisiopatología , Lóbulo Frontal/fisiología , Anciano , Adulto , Corteza Motora/fisiopatología , Corteza Motora/fisiología , Máquina de Vectores de Soporte
16.
Nat Commun ; 15(1): 5126, 2024 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-38879614

RESUMEN

Motor learning relies on experience-dependent plasticity in relevant neural circuits. In four experiments, we provide initial evidence and a double-blinded, sham-controlled replication (Experiment I-II) demonstrating that motor learning involving ballistic index finger movements is improved by preceding paired corticospinal-motoneuronal stimulation (PCMS), a human model for exogenous induction of spike-timing-dependent plasticity. Behavioral effects of PCMS targeting corticomotoneuronal (CM) synapses are order- and timing-specific and partially bidirectional (Experiment III). PCMS with a 2 ms inter-arrival interval at CM-synapses enhances learning and increases corticospinal excitability compared to control protocols. Unpaired stimulations did not increase corticospinal excitability (Experiment IV). Our findings demonstrate that non-invasively induced plasticity interacts positively with experience-dependent plasticity to promote motor learning. The effects of PCMS on motor learning approximate Hebbian learning rules, while the effects on corticospinal excitability demonstrate timing-specificity but not bidirectionality. These findings offer a mechanistic rationale to enhance motor practice effects by priming sensorimotor training with individualized PCMS.


Asunto(s)
Aprendizaje , Neuronas Motoras , Plasticidad Neuronal , Humanos , Masculino , Aprendizaje/fisiología , Femenino , Adulto , Plasticidad Neuronal/fisiología , Adulto Joven , Neuronas Motoras/fisiología , Estimulación Magnética Transcraneal , Tractos Piramidales/fisiología , Potenciales Evocados Motores/fisiología , Método Doble Ciego , Corteza Motora/fisiología , Dedos/fisiología , Destreza Motora/fisiología , Sinapsis/fisiología
17.
J Orthop Surg Res ; 19(1): 361, 2024 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-38890731

RESUMEN

BACKGROUND: Near infrared brain functional imaging (FNIRS) has been used for the evaluation of brain functional areas, the imaging differences of central activation of cognitive-motor dual tasks between patients with chronic lateral ankle instability (CLAI) and healthy population remain unclear. This study aimed to evaluated the role of central imaging based on FNIRS technology on the plan management in patients with CLAI, to provide insights to the clinical treatment of CLAI. METHODS: CLAI patients treated in our hospital from January 1, 2021 to June 31, 2022 were selected. Both CLAI patients and health controls were intervened with simple task and cognitive-motor dual task under sitting and walking conditions, and the changes of oxygenated hemoglobin concentration in bilateral prefrontal cortex (PFC), premotor cortex (PMC) and auxiliary motor area (SMA) were collected and compared. RESULTS: A total of 23 participants were enrolled. There were significant differences in the fNIRS ΔHbO2 of barefoot subtractive walking PFC-R and barefoot subtractive walking SMA-R between experimental and control group (all P < 0.05). There was no significant difference in ΔHbO2 between the experimental group and the control group in other states (P > 0.05). There was no significant difference in ΔHbO2 between the experimental group and the control group in each state of the brain PMC region. CONCLUSION: Adaptive alterations may occur within the relevant brain functional regions of individuals with CLAI. The differential activation observed between the PFC and the SMA could represent a compensatory mechanism emerging from proprioceptive afferent disruptions following an initial ankle sprain.


Asunto(s)
Inestabilidad de la Articulación , Espectroscopía Infrarroja Corta , Humanos , Femenino , Inestabilidad de la Articulación/diagnóstico por imagen , Inestabilidad de la Articulación/fisiopatología , Masculino , Adulto , Enfermedad Crónica , Adulto Joven , Espectroscopía Infrarroja Corta/métodos , Articulación del Tobillo/diagnóstico por imagen , Articulación del Tobillo/fisiopatología , Caminata/fisiología , Corteza Prefrontal/diagnóstico por imagen , Corteza Prefrontal/fisiopatología , Corteza Motora/diagnóstico por imagen , Corteza Motora/fisiopatología , Cognición/fisiología
18.
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 41(3): 476-484, 2024 Jun 25.
Artículo en Chino | MEDLINE | ID: mdl-38932533

RESUMEN

Motor imagery is often used in the fields of sports training and neurorehabilitation for its advantages of being highly targeted, easy to learn, and requiring no special equipment, and has become a major research paradigm in cognitive neuroscience. Transcranial direct current stimulation (tDCS), an emerging neuromodulation technique, modulates cortical excitability, which in turn affects functions such as locomotion. However, it is unclear whether tDCS has a positive effect on motor imagery task states. In this paper, 16 young healthy subjects were included, and the electroencephalogram (EEG) signals and near-infrared spectrum (NIRS) signals of the subjects were collected when they were performing motor imagery tasks before and after receiving tDCS, and the changes in multiscale sample entropy (MSE) and haemoglobin concentration were calculated and analyzed during the different tasks. The results found that MSE of task-related brain regions increased, oxygenated haemoglobin concentration increased, and total haemoglobin concentration rose after tDCS stimulation, indicating that tDCS increased the activation of task-related brain regions and had a positive effect on motor imagery. This study may provide some reference value for the clinical study of tDCS combined with motor imagery.


Asunto(s)
Encéfalo , Electroencefalografía , Imaginación , Espectroscopía Infrarroja Corta , Estimulación Transcraneal de Corriente Directa , Humanos , Estimulación Transcraneal de Corriente Directa/métodos , Encéfalo/fisiología , Imaginación/fisiología , Corteza Motora/fisiología , Hemoglobinas/análisis , Hemoglobinas/metabolismo , Adulto Joven
19.
Am J Speech Lang Pathol ; 33(4): 2023-2040, 2024 Jul 03.
Artículo en Inglés | MEDLINE | ID: mdl-38875479

RESUMEN

PURPOSE: Repetitive transcranial magnetic stimulation (rTMS) can enhance aphasia recovery. Most studies have used inhibitory stimulation targeting the right inferior frontal gyrus. However, the motor cortex, observed to contribute to the prediction of aphasia recovery, is involved in word production and could be an appropriate target for rTMS. We aimed to observe behavioral changes in a picture naming task induced by inhibitory rTMS targeting the right motor cortex of the lips in people with poststroke aphasia. METHOD: Using a single-case experimental design, we included three participants with chronic poststroke aphasia who had phonological deficits. Each participant performed a verbal picture naming task 3 times a week for 2, 3, or 4 weeks (pseudorandom across participants) to establish a baseline naming ability for each participant. These were not therapy sessions, and no feedback was provided. Then, each participant received the intervention, inhibitory continuous theta burst stimulation targeting the right motor cortex of the lips, 3 times a week for 2 weeks. Naming testing continued 3 times a week, for these latter 2 weeks. No therapy was performed at any time during the study. RESULTS: Visual analysis of the graphs showed a positive effect of rTMS for P2 and P3 on picture naming accuracy and a tendency toward improvement for P1. Statistical analysis showed an improvement after rTMS for P1 (τ = 0.544, p = .013, SETau = 0.288) and P2 (τ = 0.708, p = .001, SETau = 0.235). For P3, even if the intervention allowed some improvement, this was statistically nonsignificant due to a learning effect during the baseline naming testing, which lasted the longest, 4 weeks. Regarding specific language features, phonological errors significantly decreased in all patients. CONCLUSIONS: The motor cortex of the lips could be an appropriate target for rTMS to improve naming in people with poststroke aphasia suffering from a phonological deficit. This suggests the possibility to individualize the target for rTMS, according to the patient's linguistic impairment.


Asunto(s)
Labio , Corteza Motora , Accidente Cerebrovascular , Estimulación Magnética Transcraneal , Humanos , Corteza Motora/fisiopatología , Estimulación Magnética Transcraneal/métodos , Masculino , Labio/inervación , Persona de Mediana Edad , Femenino , Anciano , Accidente Cerebrovascular/complicaciones , Afasia/etiología , Afasia/terapia , Resultado del Tratamiento , Fonética , Trastornos de la Articulación/terapia , Trastornos de la Articulación/etiología , Rehabilitación de Accidente Cerebrovascular/métodos
20.
Einstein (Sao Paulo) ; 22: eAO0450, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38922218

RESUMEN

OBJECTIVE: This study aimed at assessing the alterations in upper limb motor impairment and connectivity between motor areas following the post-stroke delivery of cathodal transcranial direct current stimulation sessions. METHODS: Modifications in the Fugl-Meyer Assessment scores, connectivity between the primary motor cortex of the unaffected and affected hemispheres, and between the primary motor and premotor cortices of the unaffected hemisphere were compared prior to and following six sessions of cathodal transcranial direct current stimulation application in 13 patients (active = 6; sham = 7); this modality targets the primary motor cortex of the unaffected hemisphere early after a stroke. RESULTS: Clinically relevant distinctions in Fugl-Meyer Assessment scores (≥9 points) were observed more frequently in the Sham Group than in the Active Group. Between-group differences in the alterations in Fugl-Meyer Assessment scores were not statistically significant (Mann-Whitney test, p=0.133). ROI-to-ROI correlations between the primary motor cortices of the affected and unaffected hemispheres post-therapeutically increased in 5/6 and 2/7 participants in the Active and Sham Groups, respectively. Between-group differences in modifications in connectivity between the aforementioned areas were not statistically significant. Motor performance enhancements were more frequent in the Sham Group compared to the Active Group. CONCLUSION: The results of this hypothesis-generating investigation suggest that heightened connectivity may not translate into early clinical benefits following a stroke and will be crucial in designing larger cohort studies to explore mechanisms underlying the impacts of this intervention. ClinicalTrials.gov Identifier: NCT02455427.


Asunto(s)
Corteza Motora , Rehabilitación de Accidente Cerebrovascular , Accidente Cerebrovascular , Estimulación Transcraneal de Corriente Directa , Humanos , Estimulación Transcraneal de Corriente Directa/métodos , Proyectos Piloto , Masculino , Femenino , Corteza Motora/fisiopatología , Persona de Mediana Edad , Rehabilitación de Accidente Cerebrovascular/métodos , Anciano , Accidente Cerebrovascular/fisiopatología , Accidente Cerebrovascular/terapia , Resultado del Tratamiento , Recuperación de la Función/fisiología , Extremidad Superior/fisiopatología , Factores de Tiempo
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