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1.
Neurobiol Dis ; 197: 106529, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38740349

RESUMO

Parkinson's disease (PD) is characterized by the disruption of repetitive, concurrent and sequential motor actions due to compromised timing-functions principally located in cortex-basal ganglia (BG) circuits. Increasing evidence suggests that motor impairments in untreated PD patients are linked to an excessive synchronization of cortex-BG activity at beta frequencies (13-30 Hz). Levodopa and subthalamic nucleus deep brain stimulation (STN-DBS) suppress pathological beta-band reverberation and improve the motor symptoms in PD. Yet a dynamic tuning of beta oscillations in BG-cortical loops is fundamental for movement-timing and synchronization, and the impact of PD therapies on sensorimotor functions relying on neural transmission in the beta frequency-range remains controversial. Here, we set out to determine the differential effects of network neuromodulation through dopaminergic medication (ON and OFF levodopa) and STN-DBS (ON-DBS, OFF-DBS) on tapping synchronization and accompanying cortical activities. To this end, we conducted a rhythmic finger-tapping study with high-density EEG-recordings in 12 PD patients before and after surgery for STN-DBS and in 12 healthy controls. STN-DBS significantly ameliorated tapping parameters as frequency, amplitude and synchrony to the given auditory rhythms. Aberrant neurophysiologic signatures of sensorimotor feedback in the beta-range were found in PD patients: their neural modulation was weaker, temporally sluggish and less distributed over the right cortex in comparison to controls. Levodopa and STN-DBS boosted the dynamics of beta-band modulation over the right hemisphere, hinting to an improved timing of movements relying on tactile feedback. The strength of the post-event beta rebound over the supplementary motor area correlated significantly with the tapping asynchrony in patients, thus indexing the sensorimotor match between the external auditory pacing signals and the performed taps. PD patients showed an excessive interhemispheric coherence in the beta-frequency range during the finger-tapping task, while under DBS-ON the cortico-cortical connectivity in the beta-band was normalized. Ultimately, therapeutic DBS significantly ameliorated the auditory-motor coupling of PD patients, enhancing the electrophysiological processing of sensorimotor feedback-information related to beta-band activity, and thus allowing a more precise cued-tapping performance.


Assuntos
Ritmo beta , Sincronização Cortical , Estimulação Encefálica Profunda , Dedos , Levodopa , Córtex Motor , Doença de Parkinson , Núcleo Subtalâmico , Humanos , Doença de Parkinson/terapia , Doença de Parkinson/fisiopatologia , Masculino , Feminino , Pessoa de Meia-Idade , Estimulação Encefálica Profunda/métodos , Idoso , Ritmo beta/fisiologia , Córtex Motor/fisiopatologia , Córtex Motor/fisiologia , Sincronização Cortical/fisiologia , Levodopa/uso terapêutico , Núcleo Subtalâmico/fisiopatologia , Antiparkinsonianos/uso terapêutico , Eletroencefalografia
2.
Brain Res ; 1798: 148130, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36374764

RESUMO

Many pregnant women report impairments in their attentional capacities. However, comparative studies between pregnant and non-pregnant women using standardised attention paradigms are rare and inconsistent. During attention tasks alpha activity is known to suppress irrelevant sensory inputs and previous studies show that a large event-related desynchronisation (ERD) in the alpha range prior to target-onset predicts enhanced attentional processing. We quantified the relationship between performance (accuracy, response time) in a standardised visuo-spatial attention task and alpha ERD (∼6-12 Hz) as well as saliva estradiol level in fifteen pregnant women (M = 26.6, SD = 3.0 years) compared to fifteen non-pregnant, naturally cycling women (M = 23.1, SD = 4.3 years). Compared to non-pregnant women, alpha frequency was increased in pregnant women. Furthermore, pregnant women showed a greater magnitude of the alpha ERD prior to target-onset and a moderate increase in accuracy compared to non-pregnant women. In addition, accuracy correlated negatively with estradiol in pregnant women as well as with frontal alpha ERD in all women. These correlational findings indicate that pregnancy-related enhancement in alpha desynchronisation in a fronto-parietal network might modulate accuracy during a visuo-spatial attention task.


Assuntos
Ritmo alfa , Atenção , Humanos , Feminino , Ritmo alfa/fisiologia , Atenção/fisiologia , Tempo de Reação/fisiologia , Estradiol , Eletroencefalografia , Sincronização Cortical/fisiologia
3.
Psychophysiology ; 58(8): e13849, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34031900

RESUMO

Different levels of threat imminence elicit distinct computational strategies reflecting how the organism interacts with its environment in order to guarantee survival. Thereby, parasympathetically driven orienting and inhibition of on-going behavior in post-encounter situations and defense reactions in circa-strike conditions associated with sympathetically driven action preparation are typically observed across species. Here, we show that healthy humans are characterized by markedly variable individual orienting or defense response tendencies as indexed by differential heart rate (HR) changes during the passive viewing of unpleasant pictures. Critically, these HR response tendencies predict neural gain modulations in cortical attention and preparatory motor circuits as measured by neuromagnetic steady-state visual evoked fields (ssVEFs) and induced beta-band (19-30 Hz) desynchronization, respectively. Decelerative HR orienting responses were associated with increased ssVEF power in the parietal cortex and reduced beta-band desynchronization in pre-motor and motor areas. However, accelerative HR defense response tendencies covaried with reduced ssVEF power in the parietal cortex and lower beta-band desynchronization in cortical motor circuits. These results show that neural gain in attention- and motor-relevant brain areas is modulated by HR indexed threat imminence during the passive viewing of unpleasant pictures. The observed mutual ssVEF and beta-band power modulations in attention and motor brain circuits support the idea of two prevalent response tendencies characterized by orienting and motor inhibition or reduced stimulus processing and action initiation tendencies at different perceived threat imminence levels.


Assuntos
Afeto/fisiologia , Atenção/fisiologia , Sistema Nervoso Autônomo/fisiologia , Ritmo beta/fisiologia , Sincronização Cortical/fisiologia , Potenciais Evocados Visuais/fisiologia , Medo/fisiologia , Frequência Cardíaca/fisiologia , Córtex Motor/fisiologia , Rede Nervosa/fisiologia , Lobo Parietal/fisiologia , Reconhecimento Visual de Modelos/fisiologia , Adolescente , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
4.
Proc Natl Acad Sci U S A ; 118(6)2021 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-33526664

RESUMO

We studied correlated firing between motor thalamic and cortical cells in monkeys performing a delayed-response reaching task. Simultaneous recording of thalamocortical activity revealed that around movement onset, thalamic cells were positively correlated with cell activity in the primary motor cortex but negatively correlated with the activity of the premotor cortex. The differences in the correlation contrasted with the average neural responses, which were similar in all three areas. Neuronal correlations reveal functional cooperation and opposition between the motor thalamus and distinct motor cortical areas with specific roles in planning vs. performing movements. Thus, by enhancing and suppressing motor and premotor firing, the motor thalamus can facilitate the transition from a motor plan to execution.


Assuntos
Sincronização Cortical/fisiologia , Atividade Motora/fisiologia , Córtex Motor/fisiologia , Tálamo/fisiologia , Animais , Feminino , Macaca fascicularis , Neurônios/fisiologia , Análise e Desempenho de Tarefas
5.
Appl Psychophysiol Biofeedback ; 45(2): 49-55, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32232604

RESUMO

The aim of the study was to demonstrate the effects of the Neurofeedback-EEG training during physical exercise on the improvements in mental work performance and physiological parameters. The study examined seven swimmers based on the following anthropometric measurements: body height, body mass and body composition. The Kraepelin's work curve test, EEG and EMG during physical exercise were also performed. The athletes followed 20 Neurofeedback-EEG training sessions on the swimming ergometer for 4 months. Most mean indices of partial measures of the work curve were significantly modified (p < 0.05) following the Neurofeedback-EEG training. Mean level of maximal oxygen uptake in study participants was over 55 ml/kg/min, with statistically significant differences documented between the first and the second measurements. No significant differences were found in the fatigue rate between the measurements 1 and 2. The improved mental work performance following the Neurofeedback-EEG training facilitates optimization of psychomotor activities.


Assuntos
Atletas , Desempenho Atlético/fisiologia , Córtex Cerebral/fisiologia , Sincronização Cortical/fisiologia , Neurorretroalimentação , Desempenho Psicomotor/fisiologia , Natação/fisiologia , Pensamento/fisiologia , Adolescente , Adulto , Eletromiografia , Feminino , Humanos , Neurorretroalimentação/métodos , Adulto Jovem
6.
Hum Brain Mapp ; 41(2): 388-400, 2020 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-31587465

RESUMO

Evidence indicates better cognitive and behavioral outcomes for females born very preterm (≤32 weeks gestation) compared to males, but the neurophysiology underlying this apparent resiliency of the female brain remains poorly understood. Here we test the hypothesis that very preterm males express more pronounced connectivity alterations as a reflection of higher male vulnerability. Resting state MEG recordings, neonatal and psychometric data were collected from 100 children at age 8 years: very preterm boys (n = 27), very preterm girls (n = 34), full-term boys (n = 15) and full-term girls (n = 24). Neuromagnetic source dynamics were reconstructed from 76 cortical brain regions. Functional connectivity was estimated using inter-regional phase-synchronization. We performed a series of multivariate analyses to test for differences across groups as well as to explore relationships between deviations in functional connectivity and psychometric scores and neonatal factors for very preterm children. Very preterm boys displayed significantly higher (p < .001) absolute deviation from average connectivity of same-sex full-term group, compared to very preterm girls versus full-term girls. In the connectivity comparison between very preterm and full-term groups separately for boys and girls, significant group differences (p < .05) were observed for boys, but not girls. Sex differences in connectivity (p < .01) were observed in very preterm children but not in full-term groups. Our findings indicate that very preterm boys have greater alterations in resting neurophysiological network communication than girls. Such uneven brain communication disruption in very preterm boys and girls suggests that stronger connectivity alterations might contribute to male vulnerability in long-term behavioral and cognitive outcome.


Assuntos
Córtex Cerebral/fisiologia , Desenvolvimento Infantil/fisiologia , Sincronização Cortical/fisiologia , Neuroimagem Funcional , Lactente Extremamente Prematuro/fisiologia , Magnetoencefalografia , Caracteres Sexuais , Criança , Feminino , Humanos , Recém-Nascido , Masculino
7.
Pain ; 161(2): 288-299, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31651580

RESUMO

Patients with chronic pain often report being sensitive to pain at night before falling asleep, a time when the synchronization of cortical activity is initiated. However, how cortical activity relates to pain sensitivity is still unclear. Because sleep is characterized by enhanced cortical delta power, we hypothesized that enhanced cortical delta power may be an indicator of intensified pain. To test this hypothesis, we used pain thresholds tests, EEG/electromyogram recordings, c-Fos staining, and chemogenetic and pharmacological techniques in mice. We found that sleep deprivation or pharmacologic enhancement of EEG delta power by reserpine and scopolamine dramatically decreased mechanical pain thresholds, but not thermal withdrawal latency, in a partial sciatic nerve ligation model of neuropathic pain mice. On the contrary, suppression of EEG delta power using a wake-promoting agent modafinil significantly attenuated mechanical allodynia. Moreover, when EEG delta power was enhanced, c-Fos expression decreased in most regions of the cortex, except the anterior cingulate cortex (ACC), where c-Fos was increased in the somatostatin- and parvalbumin-positive GABAergic neurons. Chemogenetic activation of GABAergic neurons in ACC enhanced EEG delta power and lowered mechanical pain thresholds simultaneously in naive mice. However, chemogenetic inhibition of ACC GABAergic neurons could not block mechanical allodynia. These results provided compelling evidence that elevated EEG delta power is accompanied with aggravated neuropathic pain, whereas decreased delta power attenuated it, suggesting that enhanced delta power can be a specific marker of rising chronic neuropathic pain and that wake-promoting compounds could be used as analgesics in the clinic.


Assuntos
Córtex Cerebral/fisiopatologia , Ritmo Delta/fisiologia , Hiperalgesia/fisiopatologia , Neuralgia/fisiopatologia , Limiar da Dor/fisiologia , Sono/fisiologia , Inibidores da Captação Adrenérgica/farmacologia , Animais , Córtex Cerebral/efeitos dos fármacos , Córtex Cerebral/metabolismo , Antagonistas Colinérgicos/farmacologia , Sincronização Cortical/efeitos dos fármacos , Sincronização Cortical/fisiologia , Ritmo Delta/efeitos dos fármacos , Eletroencefalografia , Eletromiografia , Neurônios GABAérgicos/efeitos dos fármacos , Neurônios GABAérgicos/metabolismo , Giro do Cíngulo/efeitos dos fármacos , Giro do Cíngulo/metabolismo , Hiperalgesia/metabolismo , Camundongos , Modafinila/farmacologia , Neuralgia/metabolismo , Limiar da Dor/efeitos dos fármacos , Proteínas Proto-Oncogênicas c-fos/efeitos dos fármacos , Proteínas Proto-Oncogênicas c-fos/metabolismo , Reserpina/farmacologia , Nervo Isquiático/cirurgia , Escopolamina/farmacologia , Sono/efeitos dos fármacos , Privação do Sono/induzido quimicamente , Privação do Sono/fisiopatologia , Promotores da Vigília/farmacologia
8.
PLoS Comput Biol ; 15(10): e1007004, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31622338

RESUMO

With the advent of advanced MRI techniques it has become possible to study axonal white matter non-invasively and in great detail. Measuring the various parameters of the long-range connections of the brain opens up the possibility to build and refine detailed models of large-scale neuronal activity. One particular challenge is to find a mathematical description of action potential propagation that is sufficiently simple, yet still biologically plausible to model signal transmission across entire axonal fibre bundles. We develop a mathematical framework in which we replace the Hodgkin-Huxley dynamics by a spike-diffuse-spike model with passive sub-threshold dynamics and explicit, threshold-activated ion channel currents. This allows us to study in detail the influence of the various model parameters on the action potential velocity and on the entrainment of action potentials between ephaptically coupled fibres without having to recur to numerical simulations. Specifically, we recover known results regarding the influence of axon diameter, node of Ranvier length and internode length on the velocity of action potentials. Additionally, we find that the velocity depends more strongly on the thickness of the myelin sheath than was suggested by previous theoretical studies. We further explain the slowing down and synchronisation of action potentials in ephaptically coupled fibres by their dynamic interaction. In summary, this study presents a solution to incorporate detailed axonal parameters into a whole-brain modelling framework.


Assuntos
Mapeamento Encefálico/métodos , Sincronização Cortical/fisiologia , Fibras Nervosas Mielinizadas/fisiologia , Potenciais de Ação/fisiologia , Algoritmos , Animais , Axônios/fisiologia , Encefalopatias Metabólicas , Simulação por Computador , Humanos , Modelos Neurológicos , Bainha de Mielina/fisiologia , Condução Nervosa/fisiologia , Substância Branca
9.
J Neurosci Methods ; 325: 108347, 2019 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-31330159

RESUMO

BACKGROUND: The successful delineation of the epileptogenic zone in epilepsy monitoring is crucial for achieving seizure freedom after epilepsy surgery. NEW METHOD: We aim to improve epileptogenic zone localization by utilizing a computer-assisted tool for the automated grading of the seizure activity recorded in various locations for 20 patients undergoing stereo electroencephalography. Their epileptic seizures were processed to extract two potential biomarkers. The concentration of these biomarkers from within each patient's implantation were then graded to identify their epileptogenic zone and were compared to the clinical assessment. RESULTS: Our technique was capable of ranking the clinically defined epileptogenic zone with high accuracy, above 95%, with a true to false positive ratio of 1:1.52, and was effective with both temporal and extra-temporal onset epilepsies. COMPARISON WITH EXISTING METHOD: We compared our method to two other groups performing localization using similar biomarkers. Our classification metrics, sensitivity and precision together were comparable to both groups and our overall accuracy from a larger population was also higher then both. CONCLUSIONS: Our method is highly accurate, automated and non-parametric providing clinicians another tool that can be used to help identify the epileptogenic zone in patients undergoing the stereo electroencephalography procedure for epilepsy monitoring.


Assuntos
Cérebro/fisiopatologia , Sincronização Cortical/fisiologia , Eletroencefalografia/métodos , Epilepsia/diagnóstico , Convulsões/diagnóstico , Processamento de Sinais Assistido por Computador , Adolescente , Adulto , Biomarcadores , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto Jovem
10.
Neuroimage ; 193: 93-102, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30851445

RESUMO

Teacher-student interaction allows students to combine prior knowledge with new information to develop new knowledge. It is widely understood that both communication mode and students' knowledge state contribute to the teaching effectiveness (i.e., higher students' scores), but the nature of the interplay of these factors and the underlying neural mechanism remain unknown. In the current study, we manipulated the communication modes (face-to-face [FTF] communication mode/computer-mediated communication [CMC] mode) and prior knowledge states (with vs. without) when teacher-student dyads participated in a teaching task. Using functional near-infrared spectroscopy, the brain activities of both the teacher and student in the dyads were recorded simultaneously. After teaching, perceived teacher-student interaction and teaching effectiveness were assessed. The behavioral results demonstrated that, during teaching with prior knowledge, FTF communication improved students' academic performance, as compared with CMC. Conversely, no such effect was found for teaching without prior knowledge. Accordingly, higher task-related interpersonal neural synchronization (INS) in the left prefrontal cortex (PFC) was found in the FTF teaching condition with prior knowledge. Such INS mediated the relationship between perceived interaction and students' test scores. Furthermore, the cumulative INS in the left PFC could predict the teaching effectiveness early in the teaching process (around 25-35 s into the teaching task) only in FTF teaching with prior knowledge. These findings provide insight into how the interplay between the communication mode and students' knowledge state affects teaching effectiveness. Moreover, our findings suggest that INS could be a possible neuromarker for dynamic evaluation of teacher-student interaction and teaching effectiveness.


Assuntos
Comunicação , Sincronização Cortical/fisiologia , Conhecimento , Aprendizagem/fisiologia , Córtex Pré-Frontal/fisiologia , Ensino , Adulto , Feminino , Humanos , Masculino , Espectroscopia de Luz Próxima ao Infravermelho/métodos , Adulto Jovem
11.
J Child Psychol Psychiatry ; 60(9): 975-987, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-30805942

RESUMO

BACKGROUND: Children born very preterm often display selective cognitive difficulties at school age even in the absence of major brain injury. Alterations in neurophysiological activity underpinning such difficulties, as well as their relation to specific aspects of adverse neonatal experience, remain poorly understood. In the present study, we examined interregional connectivity and spectral power in very preterm children at school age, and their relationship with clinical neonatal variables and long-term outcomes (IQ, executive functions, externalizing/internalizing behavior, visual-motor integration). METHODS: We collected resting state magnetoencephalographic (MEG) and psychometric data from a cohort at the age of 8 years followed prospectively since birth, which included three groups: Extremely Low Gestational Age (ELGA, 24-28 weeks GA n = 24, age 7.7 ± 0.38, 10 girls), Very Low Gestational Age (VLGA, 29-32 weeks GA n = 37, age 7.7 ± 0.39, 24 girls), and full-term children (38-41 weeks GA n = 39, age 7.9 ± 1.02, 24 girls). Interregional phase synchrony and spectral power were tested for group differences, and associations with neonatal and outcome variables were examined using mean-centered and behavioral Partial Least Squares (PLS) analyses, respectively. RESULTS: We found greater connectivity in the theta band in the ELGA group compared to VLGA and full-term groups, primarily involving frontal connections. Spectral power analysis demonstrated overall lower power in the ELGA and VLGA compared to full-term group. PLS indicated strong associations between neurophysiological connectivity at school age, adverse neonatal experience and cognitive performance, and behavior. Resting spectral power was associated only with behavioral scores. CONCLUSIONS: Our findings indicate significant atypicalities of neuromagnetic brain activity and connectivity in very preterm children at school age, with alterations in connectivity mainly observed only in the ELGA group. We demonstrate a significant relationship between connectivity, adverse neonatal experience, and long-term outcome, indicating that the disruption of developing neurophysiological networks may mediate relationships between neonatal events and cognitive and behavioral difficulties at school age.


Assuntos
Sintomas Comportamentais/fisiopatologia , Sincronização Cortical/fisiologia , Função Executiva/fisiologia , Lobo Frontal/fisiopatologia , Lactente Extremamente Prematuro/fisiologia , Inteligência/fisiologia , Rede Nervosa/fisiopatologia , Desempenho Psicomotor/fisiologia , Ritmo Teta/fisiologia , Criança , Estudos de Coortes , Feminino , Idade Gestacional , Humanos , Magnetoencefalografia , Masculino
12.
Sci Rep ; 7(1): 5841, 2017 07 19.
Artigo em Inglês | MEDLINE | ID: mdl-28724985

RESUMO

Fibromyalgia (FM) and other chronic pain syndromes are associated with cognitive dysfunction and attentional deficits, but the neural basis of such alterations is poorly understood. Dyscognition may be related to high levels of neural noise, understood as increased random electrical fluctuations that impair neural communication; however, this hypothesis has not yet been tested in any chronic pain condition. Here we compared electroencephalographic activity (EEG) in 18 FM patients -with high self-reported levels of cognitive dysfunction- and 22 controls during a cognitive control task. We considered the slope of the Power Spectrum Density (PSD) as an indicator of neural noise. As the PSD slope is flatter in noisier systems, we expected to see shallower slopes in the EEG of FM patients. Higher levels of neural noise should be accompanied by reduced power modulation and reduced synchronization between distant brain locations after stimulus presentation. As expected, FM patients showed flatter PSD slopes. After applying a Laplacian spatial filter, we found reduced theta and alpha power modulation and reduced midfrontal-posterior theta phase synchronization. Results suggest higher neural noise and impaired local and distant neural coordination in the patients and support the neural noise hypothesis to explain dyscognition in FM.


Assuntos
Encéfalo/fisiopatologia , Cognição/fisiologia , Sincronização Cortical/fisiologia , Fibromialgia/fisiopatologia , Adulto , Comportamento , Eletrodos , Humanos , Rede Nervosa/fisiopatologia , Tempo de Reação , Análise e Desempenho de Tarefas , Fatores de Tempo
13.
Phys Rev E ; 95(5-1): 052410, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28618595

RESUMO

Anticipated synchronization (AS) is a counterintuitive behavior that has been observed in several systems. When AS occurs in a sender-receiver configuration, the latter can predict the future dynamics of the former for certain parameter values. In particular, in neuroscience AS was proposed to explain the apparent discrepancy between information flow and time lag in the cortical activity recorded in monkeys. Despite its success, a clear understanding of the mechanisms yielding AS in neuronal circuits is still missing. Here we use the well-known phase-response-curve (PRC) approach to study the prototypical sender-receiver-interneuron neuronal motif. Our aim is to better understand how the transitions between delayed to anticipated synchronization and anticipated synchronization to phase-drift regimes occur. We construct a map based on the PRC method to predict the phase-locking regimes and their stability. We find that a PRC function of two variables, accounting simultaneously for the inputs from sender and interneuron into the receiver, is essential to reproduce the numerical results obtained using a Hodgkin-Huxley model for the neurons. On the contrary, the typical approximation that considers a sum of two independent single-variable PRCs fails for intermediate to high values of the inhibitory coupling strength of the interneuron. In particular, it loses the delayed-synchronization to anticipated-synchronization transition.


Assuntos
Sincronização Cortical/fisiologia , Modelos Neurológicos , Neurônios/fisiologia , Potenciais de Ação , Animais , Simulação por Computador , Inibição Neural/fisiologia , Vias Neurais/fisiologia , Periodicidade
14.
Biosystems ; 150: 132-137, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27666636

RESUMO

In this paper, we numerically study the effect of spike-timing-dependent plasticity (STDP) on synchronization transitions induced by autaptic activity in adaptive Newman-Watts Hodgkin-Huxley neuron networks. It is found that synchronization transitions induced by autaptic delay vary with the adjusting rate Ap of STDP and become strongest at a certain Ap value, and the Ap value increases when network randomness or network size increases. It is also found that the synchronization transitions induced by autaptic delay become strongest at a certain network randomness and network size, and the values increase and related synchronization transitions are enhanced when Ap increases. These results show that there is optimal STDP that can enhance the synchronization transitions induced by autaptic delay in the adaptive neuronal networks. These findings provide a new insight into the roles of STDP and autapses for the information transmission in neural systems.


Assuntos
Potenciais de Ação , Sincronização Cortical , Rede Nervosa , Redes Neurais de Computação , Plasticidade Neuronal , Potenciais de Ação/fisiologia , Sincronização Cortical/fisiologia , Humanos , Rede Nervosa/fisiologia , Plasticidade Neuronal/fisiologia
15.
J Neurophysiol ; 116(4): 1663-1672, 2016 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-27486103

RESUMO

The human nucleus accumbens is thought to play an important role in guiding future action selection via an evaluation of current action outcomes. Here we provide electrophysiological evidence for a more direct, i.e., online, role during action preparation. We recorded local field potentials from the nucleus accumbens in patients with epilepsy undergoing surgery for deep brain stimulation. We found a consistent decrease in the power of alpha/beta oscillations (10-30 Hz) before and around the time of movements. This perimovement alpha/beta desynchronization was observed in seven of eight patients and was present both before instructed movements in a serial reaction time task as well as before self-paced, deliberate choices in a decision making task. A similar beta decrease over sensorimotor cortex and in the subthalamic nucleus has been directly related to movement preparation and execution. Our results support the idea of a direct role of the human nucleus accumbens in action preparation and execution.


Assuntos
Ritmo alfa/fisiologia , Ritmo beta/fisiologia , Atividade Motora/fisiologia , Núcleo Accumbens/fisiologia , Adulto , Comportamento de Escolha/fisiologia , Sincronização Cortical/fisiologia , Estimulação Encefálica Profunda , Epilepsia/diagnóstico por imagem , Epilepsia/fisiopatologia , Epilepsia/cirurgia , Epilepsia/terapia , Feminino , Dedos/fisiologia , Dedos/fisiopatologia , Lateralidade Funcional , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Movimento/fisiologia , Testes Neuropsicológicos , Núcleo Accumbens/diagnóstico por imagem , Núcleo Accumbens/fisiopatologia , Núcleo Accumbens/cirurgia
16.
Dev Neuropsychol ; 41(1-2): 22-37, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27392089

RESUMO

Inhibitory deficits have been widely reported in addiction; however, it remains unclear whether such deficits represent a determinant or a consequence of substance use. Here we show, using a prospective longitudinal design, that developmental abnormalities in the neural correlates of response inhibition in adolescents increase the risk for subsequent cigarette smoking. Reduced No-Go P3 amplitude, delayed latency of Go P3 peak, and reduced synchrony of neuronal oscillations at age 14 prospectively predicted regular smoking at age 18. The present findings suggest that functional brain correlates of response inhibition represent a developmental marker of risk for future substance abuse.


Assuntos
Lobo Frontal/fisiopatologia , Inibição Psicológica , Fumar/fisiopatologia , Fumar/psicologia , Adolescente , Mapeamento Encefálico , Estudos de Coortes , Sincronização Cortical/fisiologia , Doenças em Gêmeos/fisiopatologia , Doenças em Gêmeos/psicologia , Potenciais Evocados P300/fisiologia , Feminino , Humanos , Estudos Longitudinais , Testes Neuropsicológicos , Estudos Prospectivos , Tempo de Reação/fisiologia , Fatores de Risco
17.
Med Hypotheses ; 90: 57-62, 2016 May.
Artigo em Inglês | MEDLINE | ID: mdl-27063087

RESUMO

We hypothesize that cell stress-caused bystander signaling induced by certain exogenous and endogenous stressors, such as ionizing radiation exposure, chemicals, tumor, or senescent cells, might contribute to neuronal excitability and synchronization, specifically to initiation of hyperexcitability, excessive synchronization and seizure generation in epileptic brain/epileptogenesis. It is suggested that bystanderly induced interconnected variations in cytosolic Ca(2+), cytokines, and reactive oxygen/nitrogen species, and in activity of mitogen-activated protein kinases and nuclear factor κB pathways might affect neurotransmitter system, neuronal receptors and ion channels implicated in seizure generation/epileptogenesis, or modulate expression of genes associated with epileptogenesis. The mechanism suggested may, at least partly, explain the emerging evidence of association between exposures to low-dose ionizing radiation and epileptogenesis. The bystander mechanism for the generation of epilepsy might constitute new potential molecular target for the design of antiepileptic drugs.


Assuntos
Efeito Espectador/fisiologia , Sincronização Cortical/fisiologia , Epilepsia/fisiopatologia , Modelos Neurológicos , Neurônios/fisiologia , Estresse Fisiológico , Animais , Antineoplásicos/efeitos adversos , Dano Encefálico Crônico/etiologia , Dano Encefálico Crônico/fisiopatologia , Sinalização do Cálcio , Citocinas/fisiologia , Relação Dose-Resposta à Radiação , Epilepsia/etiologia , Feminino , Humanos , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Camundongos , Neoplasias/complicações , Neoplasias/fisiopatologia , Neurônios/efeitos dos fármacos , Neurônios/efeitos da radiação , Gravidez , Efeitos Tardios da Exposição Pré-Natal , Lesões por Radiação/etiologia , Lesões por Radiação/fisiopatologia , Liberação Nociva de Radioativos , Ratos , Convulsões/induzido quimicamente , Convulsões/etiologia , Convulsões/fisiopatologia , Microambiente Tumoral
18.
Alzheimers Dement ; 12(9): 964-976, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27107518

RESUMO

INTRODUCTION: In Alzheimer's disease (AD), pathologic amyloid-beta (Aß) is synaptotoxic and impairs neuronal function at the microscale, influencing brain networks at the macroscale before Aß deposition. The latter can be detected noninvasively, in vivo, using resting-state functional MRI (rsfMRI), a technique used to assess brain functional connectivity (FC). METHODS: RsfMRI was performed longitudinally in TG2576 and PDAPP mice, starting before Aß deposition to determine the earliest FC changes. Additionally, the role of pathologic Aß on early FC alterations was investigated by treating TG2576 mice with the 3D6 anti-Aß-antibody. RESULTS: Both transgenic models showed hypersynchronized FC before Aß deposition and hyposynchronized FC at later stages. Early anti-Aß treatment in TG2576 mice prevented hypersynchronous FC and the associated synaptic impairments and excitatory/inhibitory disbalances. DISCUSSION: Hypersynchrony of FC may be used as a new noninvasive read out of early AD and can be recovered by anti-Aß treatment, encouraging preventive treatment strategies in familial AD.


Assuntos
Doença de Alzheimer/tratamento farmacológico , Doença de Alzheimer/fisiopatologia , Peptídeos beta-Amiloides/antagonistas & inibidores , Peptídeos beta-Amiloides/metabolismo , Encéfalo/efeitos dos fármacos , Encéfalo/fisiopatologia , Doença de Alzheimer/diagnóstico por imagem , Animais , Autoanticorpos/farmacologia , Encéfalo/diagnóstico por imagem , Mapeamento Encefálico , Circulação Cerebrovascular/fisiologia , Sincronização Cortical/fisiologia , Modelos Animais de Doenças , Progressão da Doença , Estudos Longitudinais , Imageamento por Ressonância Magnética , Camundongos Transgênicos , Vias Neurais/diagnóstico por imagem , Vias Neurais/fisiopatologia , Fármacos Neuroprotetores/farmacologia , Oxigênio/sangue , Placa Amiloide/diagnóstico por imagem , Placa Amiloide/fisiopatologia , Placa Amiloide/prevenção & controle , Sintomas Prodrômicos , Descanso
19.
J Neural Eng ; 12(5): 056011, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26305124

RESUMO

OBJECTIVE: Correlating electrical activity within the human brain to movement is essential for developing and refining interventions (e.g. deep brain stimulation (DBS)) to treat central nervous system disorders. It also serves as a basis for next generation brain-machine interfaces (BMIs). This study highlights a new decoding strategy for capturing movement and its corresponding laterality from deep brain local field potentials (LFPs). APPROACH: LFPs were recorded with surgically implanted electrodes from the subthalamic nucleus or globus pallidus interna in twelve patients with Parkinson's disease or dystonia during a visually cued finger-clicking task. We introduce a method to extract frequency dependent neural synchronization and inter-hemispheric connectivity features based upon wavelet packet transform (WPT) and Granger causality approaches. A novel weighted sequential feature selection algorithm has been developed to select optimal feature subsets through a feature contribution measure. This is particularly useful when faced with limited trials of high dimensionality data as it enables estimation of feature importance during the decoding process. MAIN RESULTS: This novel approach was able to accurately and informatively decode movement related behaviours from the recorded LFP activity. An average accuracy of 99.8% was achieved for movement identification, whilst subsequent laterality classification was 81.5%. Feature contribution analysis highlighted stronger contralateral causal driving between the basal ganglia hemispheres compared to ipsilateral driving, with causality measures considerably improving laterality discrimination. SIGNIFICANCE: These findings demonstrate optimally selected neural synchronization alongside causality measures related to inter-hemispheric connectivity can provide an effective control signal for augmenting adaptive BMIs. In the case of DBS patients, acquiring such signals requires no additional surgery whilst providing a relatively stable and computationally inexpensive control signal. This has the potential to extend invasive BMI, based on recordings within the motor cortex, by providing additional information from subcortical regions.


Assuntos
Gânglios da Base/fisiopatologia , Sincronização Cortical/fisiologia , Eletroencefalografia/métodos , Potencial Evocado Motor , Transtornos dos Movimentos/fisiopatologia , Reconhecimento Automatizado de Padrão/métodos , Adulto , Idoso , Algoritmos , Interfaces Cérebro-Computador , Feminino , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Movimento , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
20.
Hum Brain Mapp ; 36(7): 2455-69, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25760689

RESUMO

Electrophysiological oscillatory coherence between brain regions has been proposed to facilitate functional long-range connectivity within neurocognitive networks. This notion is supported by intracortical recordings of coherence in singled-out corticocortical connections in the primate cortex. However, the manner in which this operational principle manifests in the task-sensitive connectivity that supports human naturalistic performance remains undercharacterized. Here, we demonstrate task-sensitive reconfiguration of global patterns of coherent connectivity in association with a set of easier and more demanding naturalistic tasks, ranging from picture comparison to speech comprehension and object manipulation. Based on whole-cortex neuromagnetic recording in healthy behaving individuals, the task-sensitive component of long-range corticocortical coherence was mapped at spectrally narrow-band oscillatory frequencies between 6 and 20 Hz (theta to alpha and low-beta bands). This data-driven cortical mapping unveiled markedly distinct and topologically task-relevant spatiospectral connectivity patterns for the different tasks. The results demonstrate semistable oscillatory states relevant for neurocognitive processing. The present findings decisively link human behavior to corticocortical coherence at oscillatory frequencies that are widely thought to convey long-range, feedback-type neural interaction in cortical functional networks.


Assuntos
Mapeamento Encefálico/métodos , Ondas Encefálicas/fisiologia , Córtex Cerebral/fisiologia , Sincronização Cortical/fisiologia , Magnetoencefalografia/métodos , Rede Nervosa/fisiologia , Desempenho Psicomotor/fisiologia , Adulto , Feminino , Humanos , Masculino , Adulto Jovem
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