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1.
J Neurosci ; 44(20)2024 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-38561227

RESUMO

Human frontocentral event-related potentials (FC-ERPs) are ubiquitous neural correlates of cognition and control, but their generating multiscale mechanisms remain mostly unknown. We used the Human Neocortical Neurosolver's biophysical model of a canonical neocortical circuit under exogenous thalamic and cortical drive to simulate the cell and circuit mechanisms underpinning the P2, N2, and P3 features of the FC-ERP observed after Stop-Signals in the Stop-Signal task (SST; N = 234 humans, 137 female). We demonstrate that a sequence of simulated external thalamocortical and corticocortical drives can produce the FC-ERP, similar to what has been shown for primary sensory cortices. We used this model of the FC-ERP to examine likely circuit-mechanisms underlying FC-ERP features that distinguish between successful and failed action-stopping. We also tested their adherence to the predictions of the horse-race model of the SST, with specific hypotheses motivated by theoretical links between the P3 and Stop process. These simulations revealed that a difference in P3 onset between successful and failed Stops is most likely due to a later arrival of thalamocortical drive in failed Stops, rather than, for example, a difference in the effective strength of the input. In contrast, the same model predicted that early thalamocortical drives underpinning the P2 and N2 differed in both strength and timing across stopping accuracy conditions. Overall, this model generates novel testable predictions of the thalamocortical dynamics underlying FC-ERP generation during action-stopping. Moreover, it provides a detailed cellular and circuit-level interpretation that supports links between these macroscale signatures and predictions of the behavioral race model.


Assuntos
Potenciais Evocados , Modelos Neurológicos , Humanos , Feminino , Masculino , Potenciais Evocados/fisiologia , Adulto , Adulto Jovem , Lobo Frontal/fisiologia , Rede Nervosa/fisiologia , Tálamo/fisiologia , Eletroencefalografia , Desempenho Psicomotor/fisiologia
2.
PLoS Comput Biol ; 20(2): e1011108, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38408099

RESUMO

Biophysically detailed neural models are a powerful technique to study neural dynamics in health and disease with a growing number of established and openly available models. A major challenge in the use of such models is that parameter inference is an inherently difficult and unsolved problem. Identifying unique parameter distributions that can account for observed neural dynamics, and differences across experimental conditions, is essential to their meaningful use. Recently, simulation based inference (SBI) has been proposed as an approach to perform Bayesian inference to estimate parameters in detailed neural models. SBI overcomes the challenge of not having access to a likelihood function, which has severely limited inference methods in such models, by leveraging advances in deep learning to perform density estimation. While the substantial methodological advancements offered by SBI are promising, their use in large scale biophysically detailed models is challenging and methods for doing so have not been established, particularly when inferring parameters that can account for time series waveforms. We provide guidelines and considerations on how SBI can be applied to estimate time series waveforms in biophysically detailed neural models starting with a simplified example and extending to specific applications to common MEG/EEG waveforms using the the large scale neural modeling framework of the Human Neocortical Neurosolver. Specifically, we describe how to estimate and compare results from example oscillatory and event related potential simulations. We also describe how diagnostics can be used to assess the quality and uniqueness of the posterior estimates. The methods described provide a principled foundation to guide future applications of SBI in a wide variety of applications that use detailed models to study neural dynamics.


Assuntos
Teorema de Bayes , Humanos , Simulação por Computador
3.
Brain Cogn ; 177: 106164, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38670050

RESUMO

Recent work has found that the presence of transient, oscillatory burst-like events, particularly within the beta band (15-29 Hz), is more closely tied to disease state and behavior across species than traditional electroencephalography (EEG) power metrics. This study sought to examine whether features of beta events over frontoparietal electrodes were associated with early life stress (ELS) and the related clinical presentation. Eighteen adults with documented ELS (n = 18; ELS + ) and eighteen adults without documented ELS (n = 18; ELS-) completed eyes-closed resting state EEG as part of their participation in a larger childhood stress study. The rate, power, duration, and frequency span of transient oscillatory events were calculated within the beta band at five frontoparietal electrodes. ELS variables were positively associated with beta event rate at Fp2 and beta event duration at Pz, in that greater ELS was associated with higher resting rates and longer durations. These beta event characteristics were used to successfully distinguish between ELS + and ELS- groups. In an independent clinical dataset (n = 25), beta event power at Pz was positively correlated with ELS. Beta events deserve ongoing investigation as a potential disease marker of ELS and subsequent psychiatric treatment outcomes.


Assuntos
Ritmo beta , Eletroencefalografia , Estresse Psicológico , Humanos , Feminino , Adulto , Masculino , Ritmo beta/fisiologia , Estresse Psicológico/fisiopatologia , Eletroencefalografia/métodos , Lobo Frontal/fisiopatologia , Lobo Parietal/fisiopatologia , Adulto Jovem , Pessoa de Meia-Idade
4.
J Neurosci ; 42(22): 4470-4487, 2022 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-35477903

RESUMO

The cortico-basal ganglia circuit is needed to suppress prepotent actions and to facilitate controlled behavior. Under conditions of response conflict, the frontal cortex and subthalamic nucleus (STN) exhibit increased spiking and theta band power, which are linked to adaptive regulation of behavioral output. The electrophysiological mechanisms underlying these neural signatures of impulse control remain poorly understood. To address this lacuna, we constructed a novel large-scale, biophysically principled model of the subthalamopallidal (STN-globus pallidus externus) network and examined the mechanisms that modulate theta power and spiking in response to cortical input. Simulations confirmed that theta power does not emerge from intrinsic network dynamics but is robustly elicited in response to cortical input as burst events representing action selection dynamics. Rhythmic burst events of multiple cortical populations, representing a state of conflict where cortical motor plans vacillate in the theta range, led to prolonged STN theta and increased spiking, consistent with empirical literature. Notably, theta band signaling required NMDA, but not AMPA, currents, which were in turn related to a triphasic STN response characterized by spiking, silence, and bursting periods. Finally, theta band resonance was also strongly modulated by architectural connectivity, with maximal theta arising when multiple cortical populations project to individual STN "conflict detector" units because of an NMDA-dependent supralinear response. Our results provide insights into the biophysical principles and architectural constraints that give rise to STN dynamics during response conflict, and how their disruption can lead to impulsivity and compulsivity.SIGNIFICANCE STATEMENT The subthalamic nucleus exhibits theta band power modulation related to cognitive control over motor actions during conditions of response conflict. However, the mechanisms of such dynamics are not understood. Here we developed a novel biophysically detailed and data-constrained large-scale model of the subthalamopallidal network, and examined the impacts of cellular and network architectural properties that give rise to theta dynamics. Our investigations implicate an important role for NMDA receptors and cortico-subthalamic nucleus topographical connectivities in theta power modulation.


Assuntos
Córtex Motor , Núcleo Subtalâmico , Gânglios da Base , Globo Pálido , Córtex Motor/fisiologia , N-Metilaspartato , Núcleo Subtalâmico/fisiologia
5.
Neuroimage ; 274: 120112, 2023 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-37105338

RESUMO

Adolescence is a stage of development characterized by neurodevelopmental specialization of cognitive processes. In particular, working memory continues to improve through adolescence, with increases in response accuracy and decreases in response latency continuing well into the twenties. Human electroencephalogram (EEG) studies indicate that gamma oscillations (35-65 Hz) during the working memory delay period support the maintenance of mnemonic information guiding subsequent goal-driven behavior, which decrease in power with development. Importantly, recent electrophysiological studies have shown that gamma events, more so than sustained activity, may underlie working memory maintenance during the delay period. However, developmental differences in gamma events during working memory have not been studied. Here, we used EEG in conjunction with a novel spectral event processing approach to investigate age-related differences in transient gamma band activity during a memory guided saccade (MGS) task in 164 10- to 30-year-olds. Total gamma power was found to significantly decrease through adolescence, replicating prior findings. Results from the spectral event pipeline showed age-related decreases in the mean power of gamma events and trial-by-trial power variability across both the delay period and fixation epochs of the MGS task. In addition, we found that while event number decreased with age during the fixation period, the developmental decrease during the delay period was more dramatic, resulting in an increase in event spiking from fixation to delay in adolescence but not adulthood. While average power of the transient gamma events was found to mediate age-related differences in total gamma power in the fixation and delay periods, the number of gamma events was related to total power in only the delay period, suggesting that the power of gamma events may underlie the sustained gamma activity seen in EEG literature while the number of events may directly support age-related improvements in working memory maintenance. Our findings provide compelling new evidence for mechanistic changes in neural processing characterized by refinements in neural function as behavior becomes optimized in adulthood.


Assuntos
Eletroencefalografia , Memória de Curto Prazo , Humanos , Adolescente , Memória de Curto Prazo/fisiologia , Tempo de Reação/fisiologia , Eletroencefalografia/métodos
6.
Cereb Cortex ; 32(4): 668-688, 2022 02 08.
Artigo em Inglês | MEDLINE | ID: mdl-34401898

RESUMO

Transient neocortical events with high spectral power in the 15-29 Hz beta band are among the most reliable predictors of sensory perception. Prestimulus beta event rates in primary somatosensory cortex correlate with sensory suppression, most effectively 100-300 ms before stimulus onset. However, the neural mechanisms underlying this perceptual association are unknown. We combined human magnetoencephalography (MEG) measurements with biophysical neural modeling to test potential cellular and circuit mechanisms that underlie observed correlations between prestimulus beta events and tactile detection. Extending prior studies, we found that simulated bursts from higher-order, nonlemniscal thalamus were sufficient to drive beta event generation and to recruit slow supragranular inhibition acting on a 300 ms timescale to suppress sensory information. Further analysis showed that the same beta-generating mechanism can lead to facilitated perception for a brief period when beta events occur simultaneously with tactile stimulation before inhibition is recruited. These findings were supported by close agreement between model-derived predictions and empirical MEG data. The postevent suppressive mechanism explains an array of studies that associate beta with decreased processing, whereas the during-event facilitatory mechanism may demand a reinterpretation of the role of beta events in the context of coincident timing.


Assuntos
Percepção do Tato , Biofísica , Humanos , Magnetoencefalografia , Córtex Somatossensorial/fisiologia , Tato/fisiologia , Percepção do Tato/fisiologia
7.
Brain Topogr ; 35(1): 19-35, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-33876329

RESUMO

Auditory evoked fields (AEFs) are commonly studied, yet their underlying neural mechanisms remain poorly understood. Here, we used the biophysical modelling software Human Neocortical Neurosolver (HNN) whose foundation is a canonical neocortical circuit model to interpret the cell and network mechanisms contributing to macroscale AEFs elicited by a simple tone, measured with magnetoencephalography. We found that AEFs can be reproduced by activating the neocortical circuit through a layer specific sequence of feedforward and feedback excitatory synaptic drives, similar to prior simulation of somatosensory evoked responses, supporting the notion that basic structures and activation patterns are preserved across sensory regions. We also applied the modeling framework to develop and test predictions on neural mechanisms underlying AEF differences in the left and right hemispheres, as well as in hemispheres contralateral and ipsilateral to the presentation of the auditory stimulus. We found that increasing the strength of the excitatory synaptic cortical feedback inputs to supragranular layers simulates the commonly observed right hemisphere dominance, while decreasing the input latencies and simultaneously increasing the number of cells contributing to the signal accounted for the contralateral dominance. These results provide a direct link between human data and prior animal studies and lay the foundation for future translational research examining the mechanisms underlying alteration in this fundamental biomarker of auditory processing in healthy cognition and neuropathology.


Assuntos
Neocórtex , Estimulação Acústica/métodos , Animais , Percepção Auditiva/fisiologia , Potenciais Evocados Auditivos/fisiologia , Humanos , Magnetoencefalografia/métodos
8.
Neuroimage ; 242: 118479, 2021 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-34407440

RESUMO

Motor cortical activity in the beta frequency range is one of the strongest and most studied movement-related neural signals. At the single trial level, beta band activity is often characterized by transient, high amplitude, bursting events rather than slowly modulating oscillations. The timing of these bursting events is tightly linked to behavior, suggesting a more dynamic functional role for beta activity than previously believed. However, the neural mechanisms underlying beta bursts in sensorimotor circuits are poorly understood. To address this, we here leverage and extend recent developments in high precision MEG for temporally resolved laminar analysis of burst activity, combined with a neocortical circuit model that simulates the biophysical generators of the electrical currents which drive beta bursts. This approach pinpoints the generation of beta bursts in human motor cortex to distinct excitatory synaptic inputs to deep and superficial cortical layers, which drive current flow in opposite directions. These laminar dynamics of beta bursts in motor cortex align with prior invasive animal recordings within the somatosensory cortex, and suggest a conserved mechanism for somatosensory and motor cortical beta bursts. More generally, we demonstrate the ability for uncovering the laminar dynamics of event-related neural signals in human non-invasive recordings. This provides important constraints to theories about the functional role of burst activity for movement control in health and disease, and crucial links between macro-scale phenomena measured in humans and micro-circuit activity recorded from animal models.


Assuntos
Ritmo beta/fisiologia , Magnetoencefalografia/métodos , Córtex Motor/fisiologia , Adulto , Feminino , Humanos , Masculino , Movimento/fisiologia , Desempenho Psicomotor , Adulto Jovem
9.
Neuroimage ; 223: 117256, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32871260

RESUMO

Pain is a multidimensional experience mediated by distributed neural networks in the brain. To study this phenomenon, EEGs were collected from 20 subjects with chronic lumbar radiculopathy, 20 age and gender matched healthy subjects, and 17 subjects with chronic lumbar pain scheduled to receive an implanted spinal cord stimulator. Analysis of power spectral density, coherence, and phase-amplitude coupling using conventional statistics showed that there were no significant differences between the radiculopathy and control groups after correcting for multiple comparisons. However, analysis of transient spectral events showed that there were differences between these two groups in terms of the number, power, and frequency-span of events in a low gamma band. Finally, we trained a binary support vector machine to classify radiculopathy versus healthy subjects, as well as a 3-way classifier for subjects in the 3 groups. Both classifiers performed significantly better than chance, indicating that EEG features contain relevant information pertaining to sensory states, and may be used to help distinguish between pain states when other clinical signs are inconclusive.


Assuntos
Eletroencefalografia , Aprendizado de Máquina , Dor/classificação , Dor/diagnóstico , Doenças da Coluna Vertebral/diagnóstico , Doenças da Coluna Vertebral/fisiopatologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Ondas Encefálicas , Feminino , Humanos , Região Lombossacral/fisiopatologia , Masculino , Pessoa de Meia-Idade , Dor/fisiopatologia , Radiculopatia/complicações , Radiculopatia/diagnóstico , Radiculopatia/fisiopatologia , Processamento de Sinais Assistido por Computador , Doenças da Coluna Vertebral/complicações
10.
Med Care ; 58 Suppl 2 9S: S94-S100, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32826778

RESUMO

BACKGROUND: Chronic pain and associated symptoms are debilitating for veterans. Medical costs of treatments are high and current treatment options, most notably with opioid medications, have been associated with significant risk. Mindfulness-based interventions appear promising for chronic pain, but require additional testing in veteran care settings. OBJECTIVE: This project was designed to test the feasibility of engaging and retaining veterans with chronic lower back pain in a new mindfulness protocol tailored for veterans, mindfulness-based care for chronic pain (MBCP). Clinical outcomes were also assessed. DESIGN: An open pilot trial of an 8-week MBCP course that included meditation, gentle yoga, and psychoeducation. SUBJECTS: Twenty-two veterans (mean age=49.77; 18% women) were recruited from a VA Medical Center in the Northeastern US. After screening for inclusion/exclusion criteria, 20 were eligible at baseline. MEASURES: Veterans were assessed at baseline and postintervention for functional impairment, pain intensity and bothersomeness, depression, and mindfulness. RESULTS: The average number of sessions completed was 5; only 4 (20%) attended all sessions. Eleven of the 20 participants (55%) attended 5 or more sessions and had complete preintervention and postintervention visits. Five of the 11 had a clinically meaningful decrease in pain intensity and in depressive symptoms, while 6 of 11 had a meaningful decrease in pain bothersomeness and functional impairment. CONCLUSIONS: It was challenging to enroll and retain participants in this study, even with our intervention designed for veterans. We discuss possible adaptations and refinements in MBCP for veterans with chronic pain to enhance feasibility and improve upon these interventions.


Assuntos
Dor Lombar/terapia , Terapias Mente-Corpo/métodos , Adulto , Idoso , Doença Crônica , Protocolos Clínicos , Depressão/epidemiologia , Depressão/terapia , Avaliação da Deficiência , Feminino , Nível de Saúde , Humanos , Dor Lombar/epidemiologia , Masculino , Meditação/métodos , Pessoa de Meia-Idade , Atenção Plena/métodos , Medição da Dor , Educação de Pacientes como Assunto/métodos , Desempenho Físico Funcional , Projetos Piloto , Índice de Gravidade de Doença , Fatores Socioeconômicos , Veteranos , Saúde dos Veteranos , Yoga
11.
PLoS Biol ; 14(3): e1002402, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26981620

RESUMO

Many living organisms transform inorganic atoms into highly ordered crystalline materials. An elegant example of such biomineralization processes is the production of nano-scale magnetic crystals in magnetotactic bacteria. Previous studies implicated the involvement of two putative serine proteases, MamE and MamO, during the early stages of magnetite formation in Magnetospirillum magneticum AMB-1. Here, using genetic analysis and X-ray crystallography, we show that MamO has a degenerate active site, rendering it incapable of protease activity. Instead, MamO promotes magnetosome formation through two genetically distinct, noncatalytic activities: activation of MamE-dependent proteolysis of biomineralization factors and direct binding to transition metal ions. By solving the structure of the protease domain bound to a metal ion, we identify a surface-exposed di-histidine motif in MamO that contributes to metal binding and show that it is required to initiate biomineralization in vivo. Finally, we find that pseudoproteases are widespread in magnetotactic bacteria and that they have evolved independently in three separate taxa. Our results highlight the versatility of protein scaffolds in accommodating new biochemical activities and provide unprecedented insight into the earliest stages of biomineralization.


Assuntos
Proteínas de Bactérias/metabolismo , Evolução Molecular , Óxido Ferroso-Férrico/metabolismo , Magnetospirillum/enzimologia , Serina Proteases/metabolismo , Domínio Catalítico , Proteólise , Elementos de Transição/metabolismo
12.
Nature ; 502(7473): 681-4, 2013 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-24097349

RESUMO

Magnetotactic bacteria align along the Earth's magnetic field using an organelle called the magnetosome, a biomineralized magnetite (Fe(II)Fe(III)2O4) or greigite (Fe(II)Fe(III)2S4) crystal embedded in a lipid vesicle. Although the need for both iron(II) and iron(III) is clear, little is known about the biological mechanisms controlling their ratio. Here we present the structure of the magnetosome-associated protein MamP and find that it is built on a unique arrangement of a self-plugged PDZ domain fused to two magnetochrome domains, defining a new class of c-type cytochrome exclusively found in magnetotactic bacteria. Mutational analysis, enzyme kinetics, co-crystallization with iron(II) and an in vitro MamP-assisted magnetite production assay establish MamP as an iron oxidase that contributes to the formation of iron(III) ferrihydrite eventually required for magnetite crystal growth in vivo. These results demonstrate the molecular mechanisms of iron management taking place inside the magnetosome and highlight the role of magnetochrome in iron biomineralization.


Assuntos
Bactérias/citologia , Bactérias/metabolismo , Óxido Ferroso-Férrico/metabolismo , Magnetossomos/metabolismo , Bactérias/enzimologia , Bactérias/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Sequência Conservada , Compostos Férricos/metabolismo , Genes Bacterianos/genética , Ferro/metabolismo , Modelos Moleculares , Oxirredução , Oxirredutases/química , Oxirredutases/genética , Oxirredutases/metabolismo , Multimerização Proteica , Estrutura Terciária de Proteína , Eletricidade Estática
13.
Proc Natl Acad Sci U S A ; 113(33): E4885-94, 2016 08 16.
Artigo em Inglês | MEDLINE | ID: mdl-27469163

RESUMO

Human neocortical 15-29-Hz beta oscillations are strong predictors of perceptual and motor performance. However, the mechanistic origin of beta in vivo is unknown, hindering understanding of its functional role. Combining human magnetoencephalography (MEG), computational modeling, and laminar recordings in animals, we present a new theory that accounts for the origin of spontaneous neocortical beta. In our MEG data, spontaneous beta activity from somatosensory and frontal cortex emerged as noncontinuous beta events typically lasting <150 ms with a stereotypical waveform. Computational modeling uniquely designed to infer the electrical currents underlying these signals showed that beta events could emerge from the integration of nearly synchronous bursts of excitatory synaptic drive targeting proximal and distal dendrites of pyramidal neurons, where the defining feature of a beta event was a strong distal drive that lasted one beta period (∼50 ms). This beta mechanism rigorously accounted for the beta event profiles; several other mechanisms did not. The spatial location of synaptic drive in the model to supragranular and infragranular layers was critical to the emergence of beta events and led to the prediction that beta events should be associated with a specific laminar current profile. Laminar recordings in somatosensory neocortex from anesthetized mice and awake monkeys supported these predictions, suggesting this beta mechanism is conserved across species and recording modalities. These findings make several predictions about optimal states for perceptual and motor performance and guide causal interventions to modulate beta for optimal function.


Assuntos
Ritmo beta , Simulação por Computador , Neocórtex/fisiologia , Animais , Feminino , Humanos , Macaca mulatta , Magnetoencefalografia , Camundongos , Modelos Neurológicos , Núcleos Talâmicos/fisiologia
14.
Proc Natl Acad Sci U S A ; 112(13): 3904-9, 2015 Mar 31.
Artigo em Inglês | MEDLINE | ID: mdl-25775527

RESUMO

Magnetotactic bacteria have evolved complex subcellular machinery to construct linear chains of magnetite nanocrystals that allow the host cell to sense direction. Each mixed-valent iron nanoparticle is mineralized from soluble iron within a membrane-encapsulated vesicle termed the magnetosome, which serves as a specialized compartment that regulates the iron, redox, and pH environment of the growing mineral. To dissect the biological components that control this process, we have carried out a genetic and biochemical study of proteins proposed to function in iron mineralization. In this study, we show that the redox sites of c-type cytochromes of the Magnetospirillum magneticum AMB-1 magnetosome island, MamP and MamT, are essential to their physiological function and that ablation of one or both heme motifs leads to loss of function, suggesting that their ability to carry out redox chemistry in vivo is important. We also develop a method to heterologously express fully heme-loaded MamP from AMB-1 for in vitro biochemical studies, which show that its Fe(III)-Fe(II) redox couple is set at an unusual potential (-89 ± 11 mV) compared with other related cytochromes involved in iron reduction or oxidation. Despite its low reduction potential, it remains competent to oxidize Fe(II) to Fe(III) and mineralize iron to produce mixed-valent iron oxides. Finally, in vitro mineralization experiments suggest that Mms mineral-templating peptides from AMB-1 can modulate the iron redox chemistry of MamP.


Assuntos
Proteínas de Bactérias/química , Citocromos/química , Magnetossomos/metabolismo , Magnetospirillum/metabolismo , Oxirredução , Fenômenos Biomecânicos , Compostos Férricos/química , Heme/química , Concentração de Íons de Hidrogênio , Íons , Ferro/química , Nanopartículas Metálicas/química , Metais/química , Microscopia Eletrônica de Transmissão , Nanopartículas/química , Oxigênio/química , Peptídeos/química , Plasmídeos/metabolismo , Solubilidade
15.
J Neurosci ; 35(5): 2074-82, 2015 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-25653364

RESUMO

The right inferior frontal cortex (rIFC) is specifically associated with attentional control via the inhibition of behaviorally irrelevant stimuli and motor responses. Similarly, recent evidence has shown that alpha (7-14 Hz) and beta (15-29 Hz) oscillations in primary sensory neocortical areas are enhanced in the representation of non-attended stimuli, leading to the hypothesis that allocation of these rhythms plays an active role in optimal inattention. Here, we tested the hypothesis that selective synchronization between rIFC and primary sensory neocortex occurs in these frequency bands during inattention. We used magnetoencephalography to investigate phase synchrony between primary somatosensory (SI) and rIFC regions during a cued-attention tactile detection task that required suppression of response to uncertain distractor stimuli. Attentional modulation of synchrony between SI and rIFC was found in both the alpha and beta frequency bands. This synchrony manifested as an increase in the alpha-band early after cue between non-attended SI representations and rIFC, and as a subsequent increase in beta-band synchrony closer to stimulus processing. Differences in phase synchrony were not found in several proximal control regions. These results are the first to reveal distinct interactions between primary sensory cortex and rIFC in humans and suggest that synchrony between rIFC and primary sensory representations plays a role in the inhibition of irrelevant sensory stimuli and motor responses.


Assuntos
Ritmo alfa , Atenção , Ritmo beta , Sincronização Cortical , Lobo Frontal/fisiologia , Neocórtex/fisiologia , Córtex Sensório-Motor/fisiologia , Adulto , Sinais (Psicologia) , Feminino , Humanos , Magnetoencefalografia , Masculino , Percepção do Tato
16.
Neuroimage ; 136: 139-48, 2016 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-27173759

RESUMO

Functional magnetic resonance imaging (fMRI) studies suggest that age-related changes in the frontal cortex may underlie developmental improvements in cognitive control. In the present study we used magnetoencephalography (MEG) to identify frontal oscillatory neurodynamics that support age-related improvements in cognitive control during adolescence. We characterized the differences in neural oscillations in adolescents and adults during the preparation to suppress a prepotent saccade (antisaccade trials-AS) compared to preparing to generate a more automatic saccade (prosaccade trials-PS). We found that for adults, AS were associated with increased beta-band (16-38Hz) power in the dorsal lateral prefrontal cortex (DLPFC), enhanced alpha- to low beta-band (10-18Hz) power in the frontal eye field (FEF) that predicted performance, and increased cross-frequency alpha-beta (10-26Hz) amplitude coupling between the DLPFC and the FEF. Developmental comparisons between adults and adolescents revealed similar engagement of DLPFC beta-band power but weaker FEF alpha-band power, and lower cross-frequency coupling between the DLPFC and the FEF in adolescents. These results suggest that lateral prefrontal neural activity associated with cognitive control is adult-like by adolescence; the development of cognitive control from adolescence to adulthood is instead associated with increases in frontal connectivity and strengthening of inhibition signaling for suppressing task-incompatible processes.


Assuntos
Envelhecimento/fisiologia , Antecipação Psicológica/fisiologia , Ondas Encefálicas/fisiologia , Cognição/fisiologia , Função Executiva/fisiologia , Lobo Frontal/fisiologia , Inibição Psicológica , Adolescente , Relógios Biológicos/fisiologia , Mapeamento Encefálico/métodos , Feminino , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Rede Nervosa/fisiologia , Reprodutibilidade dos Testes , Movimentos Sacádicos/fisiologia , Sensibilidade e Especificidade , Adulto Jovem
17.
Artigo em Inglês | MEDLINE | ID: mdl-29167694

RESUMO

Essential tremor (ET) is a neurological disorder of unknown etiology that is typically characterized by an involuntary periodic movement of the upper limbs. No longer considered monosymptomatic, ET patients often have additional motor and even cognitive impairments. Although there are several pharmacological treatments, no drugs have been developed specifically for ET [1], and 30-70% of patients are medication-refractory [2]. A subset of medication-refractory patients may benefit from electrical deep brain stimulation (DBS) of the ventral intermediate nucleus of the thalamus (VIM), which receives cerebellar inputs. Abnormal cerebellar input to VIM is presumed to be a major contributor to tremor symptoms, which is alleviated by DBS. Computational modeling of the effects of DBS in VIM has been a powerful tool to design DBS protocols to reduce tremor activity. However, far less is known about how these therapies affect non-tremor symptoms, and more experimental and computational modeling work is required to address these growing considerations. Models capable of addressing multiple facets of ET will lead to novel, more efficient treatment.

18.
J Neurosci ; 34(29): 9551-61, 2014 Jul 16.
Artigo em Inglês | MEDLINE | ID: mdl-25031398

RESUMO

The ability to inhibit prepotent responses is critical for successful goal-directed behaviors. To investigate the neural basis of inhibitory control, we conducted a magnetoencephalography study where human participants performed the antisaccade task. Results indicated that neural oscillations in the prefrontal cortex (PFC) showed significant task modulations in preparation to suppress saccades. Before successfully inhibiting a saccade, beta-band power (18-38 Hz) in the lateral PFC and alpha-band power (10-18 Hz) in the frontal eye field (FEF) increased. Trial-by-trial prestimulus FEF alpha-band power predicted successful saccadic inhibition. Further, inhibitory control enhanced cross-frequency amplitude coupling between PFC beta-band (18-38 Hz) activity and FEF alpha-band activity, and the coupling appeared to be initiated by the PFC. Our results suggest a generalized mechanism for top-down inhibitory control: prefrontal beta-band activity initiates alpha-band activity for functional inhibition of the effector and/or sensory system.


Assuntos
Mapeamento Encefálico , Ondas Encefálicas/fisiologia , Córtex Pré-Frontal/fisiologia , Campos Visuais/fisiologia , Adulto , Análise de Variância , Eletroencefalografia , Feminino , Humanos , Inibição Psicológica , Magnetoencefalografia , Masculino , Dinâmica não Linear , Tempo de Reação/fisiologia , Movimentos Sacádicos , Análise Espectral , Adulto Jovem
19.
bioRxiv ; 2023 Oct 30.
Artigo em Inglês | MEDLINE | ID: mdl-37961333

RESUMO

Human frontocentral event-related potentials (FC-ERPs) are ubiquitous neural correlates of cognition and control, but their generating multiscale mechanisms remain mostly unknown. We used the Human Neocortical Neurosolver(HNN)'s biophysical model of a canonical neocortical circuit under exogenous thalamic and cortical drive to simulate the cell and circuit mechanisms underpinning the P2, N2, and P3 features of the FC-ERP observed after Stop-Signals in the Stop-Signal task (SST). We demonstrate that a sequence of simulated external thalamocortical and cortico-cortical drives can produce the FC-ERP, similar to what has been shown for primary sensory cortices. We used this model of the FC-ERP to examine likely circuit-mechanisms underlying FC-ERP features that distinguish between successful and failed action-stopping. We also tested their adherence to the predictions of the horse-race model of the SST, with specific hypotheses motivated by theoretical links between the P3 and Stop process. These simulations revealed that a difference in P3 onset between successful and failed Stops is most likely due to a later arrival of thalamocortical drive in failed Stops, rather than, for example, a difference in effective strength of the input. In contrast, the same model predicted that early thalamocortical drives underpinning the P2 and N2 differed in both strength and timing across stopping accuracy conditions. Overall, this model generates novel testable predictions of the thalamocortical dynamics underlying FC-ERP generation during action-stopping. Moreover, it provides a detailed cellular and circuit-level interpretation that supports links between these macroscale signatures and predictions of the behavioral race model.

20.
Integr Cancer Ther ; 22: 15347354231162584, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37204076

RESUMO

Cancer-related fatigue (CRF) is a common and burdensome, often long-term side effect of cancer and its treatment. Many non-pharmacological treatments have been investigated as possible CRF therapies, including exercise, nutrition, health/psycho-education, and mind-body therapies. However, studies directly comparing the efficacy of these treatments in randomized controlled trials are lacking. To fill this gap, we conducted a parallel single blind randomized controlled pilot efficacy trial with women with CRF to directly compare the effects of Qigong (a form of mind-body intervention) (n = 11) to an intervention that combined strength and aerobic exercise, plant-based nutrition and health/psycho-education (n = 13) in a per protocol analysis. This design was chosen to determine the comparative efficacy of 2 non-pharmacologic interventions, with different physical demand intensities, in reducing the primary outcome measure of self-reported fatigue (FACIT "Additional Concerns" subscale). Both interventions showed a mean fatigue improvement of more than double the pre-established minimal clinically important difference of 3 (qigong: 7.068 ± 10.30, exercise/nutrition: 8.846 ± 12.001). Mixed effects ANOVA analysis of group × time interactions revealed a significant main effect of time, such that both groups significantly improved fatigue from pre- to post-treatment (F(1,22) = 11.898, P = .002, generalized eta squared effect size = 0.116) There was no significant difference between fatigue improvement between groups (independent samples t-test: P = .70 ), suggesting a potential equivalence or non-inferiority of interventions, which we could not definitively establish due to our small sample size. This study provides evidence from a small sample of n = 24 women with CRF that qigong improves fatigue similarly to exercise-nutrition courses. Qigong additionally significantly improved secondary measures of mood, emotion regulation, and stress, while exercise/nutrition significantly improved secondary measures of sleep/fatigue. These findings provide preliminary evidence for divergent mechanisms of fatigue improvement across interventions, with qigong providing a gentler and lower-intensity alternative to exercise/nutrition.


Assuntos
Sobreviventes de Câncer , Neoplasias , Qigong , Humanos , Feminino , Qigong/métodos , Projetos Piloto , Método Simples-Cego , Qualidade de Vida , Exercício Físico , Fadiga/etiologia , Fadiga/terapia , Neoplasias/complicações , Neoplasias/terapia , Ensaios Clínicos Controlados Aleatórios como Assunto
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