Inovação Neurociência Translacional e Neuromodulação
14/08/2024 at 08:08:43
Author: Jackson Cionek
14/08/2024 at 08:08:43
Author: Jackson Cionek
III SYMPOSIUM ON INNOVATION AND TRANSLATIONAL NEUROSCIENCE &
XVI INTERNATIONAL SYMPOSIUM ON NEUROMODULATION (2024)
August 15th to 19th, 2024 / São Paulo, Brazil
Hybrid event: Most courses will be taught in-person and live and a one-day international symposium will be delivered online.
The III Symposium on Innovation and Translational Neuroscience & XVI International Symposium on Neuromodulation will take place from the 15th to the 19th of August 2024 in person and with a one-day online event.
Detection of Emotional Sensitivity Using fNIRS Based Dynamic Functional Connectivity
Pode-se usar o EEG para analisar MicroStates que representam configurações breves e recorrentes da atividade elétrica cerebral, enquanto o NIRS pode monitorar a conectividade funcional e a oxigenação cerebral. Adicionalmente, a medição de íons de cálcio intracelulares poderia fornecer insights sobre a atividade neuronal em resposta a estímulos emocionais.
Possíveis experimentos:
Integração Multimodal: Comparar como MicroStates do EEG e estados de conectividade do NIRS co-ocorrem durante a exposição a estímulos emocionais.
Correlação com Íons de Cálcio: Investigar a relação entre alterações nos níveis de íons de cálcio e as mudanças nos MicroStates do EEG/NIRS durante tarefas que envolvem tomada de decisão emocional.
Modelagem Preditiva: Desenvolver modelos que integrem dados de EEG, NIRS, e cálcio para prever a sensibilidade emocional e a resiliência em estudantes de enfermagem e profissionais já registrados.
Essas abordagens podem abrir caminhos para intervenções mais personalizadas e eficazes no treinamento de habilidades emocionais em contextos profissionais.
Papel dos Íons Cálcio
Os íons cálcio desempenham um papel crucial na transmissão de sinais dentro e entre os neurônios. Alterações nos níveis de cálcio intracelular podem influenciar diretamente a excitabilidade neuronal, a liberação de neurotransmissores e a atividade sináptica. Os Microestados de EEG podem detectar essas alterações porque as flutuações nos níveis de cálcio afetam a polarização das membranas neuronais, o que, por sua vez, influencia o campo elétrico medido pelo EEG MicroStates.
Uma possível relação do EEG MicroStates e íons Calcio:
Para entender a relação entre as mudanças nas sequências de microestados do EEG e as dinâmicas dos íons de cálcio, algumas publicações importantes abordam este tema:
1. Michel e Koenig (2018) fornecem uma revisão abrangente sobre como os microestados do EEG podem ser usados para estudar a dinâmica temporal das redes neurais em todo o cérebro. Eles discutem como esses microestados representam padrões temporais estáveis de atividade elétrica que podem estar relacionados às flutuações de cálcio intracelular.
2. Rieger et al. (2016) realizaram uma meta-análise de 15 anos de pesquisa sobre microestados do EEG em esquizofrenia, explorando como esses padrões de atividade cerebral podem estar relacionados a disfunções neuronais, possivelmente ligadas à regulação de íons de cálcio.
3. Chu et al. (2020) Investigaram a análise de microestados do EEG em pacientes com Parkinson sem medicação, identificando correlações entre a dinâmica dos microestados e mudanças neurofisiológicas, incluindo a atividade de íons de cálcio.
4. Coquelet et al. (2022) usaram modelos de estados ocultos para sondar a atividade cerebral em diferentes escalas temporais, o que pode incluir a dinâmica dos íons de cálcio. Este estudo ajuda a entender como a atividade de microestados do EEG se alinha com as dinâmicas intracelulares.
Essas publicações destacam a importância de entender como os microestados do EEG podem refletir as mudanças na atividade neuronal modulada pelos íons de cálcio, oferecendo insights valiosos para a neurociência
Ativação Neuronal: Quando neurônios em uma área específica do cérebro são ativados, seja por pensamentos, sensações, ou movimentos, eles aumentam o consumo de oxigênio e glicose para manter sua atividade.
Sinalização Química e Celular: A atividade neuronal elevada leva à liberação de vários metabólitos, como dióxido de carbono, íons de hidrogênio, adenosina, e óxido nítrico. Além disso, neurônios e células gliais (como astrócitos) liberam neurotransmissores e outros mediadores que sinalizam a necessidade de mais sangue.
Resposta Vascular: Esses sinais resultam em vasodilatação, ou seja, o alargamento dos vasos sanguíneos locais. A vasodilatação aumenta o fluxo sanguíneo para a região ativa, proporcionando mais oxigênio e glicose. Este aumento do fluxo sanguíneo é conhecido como hiperemia funcional.
Proposta Jacksoniana para ser pesquisada
Título: Avaliação Integrada das Funções Cerebrais Através de EEG Microstates, EEG ERP e fNIRS: Uma Abordagem Multimodal para o Estudo do Consumo Energético e Conectividade Neuronal
Resumo
Este estudo avança a utilização combinada de EEG Microstates, Event-Related Potentials (ERP) do EEG, e espectroscopia funcional por infravermelho próximo (fNIRS) para investigar a atividade cerebral. A pesquisa foca na capacidade dos Microstates do EEG de detectar zonas de alta demanda energética, desencadeando mudanças adaptativas no conectoma cerebral, uma resposta necessária de um sistema tão complexo como o cérebro para gerir eficientemente suas funções.
Introdução
A atenção direcionada e o foco em tarefas específicas alteram o consumo energético em áreas particulares do cérebro. Esta demanda energética é captada por Microstates do EEG, que indicam alterações no campo elétrico devido à atividade neuronal e glial. Este estudo propõe que, após a detecção dessa atividade, o cérebro ajusta o espectro de variação de seu conectoma para atender a essas exigências específicas, exemplificando a natureza adaptativa e dinâmica do sistema cerebral.
Metodologia
Participantes engajados em tarefas que requerem concentração intensa serão monitorados utilizando EEG, fNIRS, e tecnologia de ERP. Será dada atenção especial às correlações entre os microestados detectados e mudanças subsequentes no conectoma cerebral, analisadas através de técnicas avançadas de neuroimagem que possam mapear estas adaptações.
Discussão
A habilidade do cérebro de reorganizar seu conectoma em resposta a demandas cognitivas específicas é fundamental para sua eficiência e adaptabilidade. Os Microstates do EEG são essenciais para identificar rapidamente as áreas do cérebro que requerem recursos adicionais, desencadeando um processo de reconfiguração do conectoma que otimiza tanto a alocação de recursos quanto a execução de tarefas. Esta dinâmica é crucial para entender como o cérebro mantém sua funcionalidade sob diversas condições, maximizando o consumo energético sem comprometer a performance.
Conclusão
A integração de EEG Microstates, ERP, e fNIRS proporciona um método poderoso para explorar como o cérebro como um sistema complexo responde a estímulos específicos modificando seu conectoma. Este estudo não apenas realça a capacidade do cérebro de adaptar sua estrutura e função em resposta a demandas externas, mas também sublinha a importância de abordagens multimodais para obter uma compreensão mais completa das operações cerebrais. Esses insights têm implicações significativas para o desenvolvimento de intervenções clínicas mais eficazes e para a melhoria da cognição humana em ambientes naturais e desafiadores.
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Ataei A, Amini A & Ghazizadeh A (2024) Robust memory of face moral values is encoded in the human caudate tail: a simultaneous EEG-fMRI study. Sci Rep 14, 12629. https://doi.org/10.1038/s41598-024-63085-w
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Eidel M, Pfeiffer M, Ziebell P and Kübler A (2024) Recording the tactile P300 with the cEEGrid for potential use in a brain-computer interface. Front. Hum. Neurosci. 18:1371631. https://doi.org/10.3389/fnhum.2024.1371631
Müller V and Lindenberger U (2024) Hyper-brain hyper-frequency network topology dynamics when playing guitar in quartet. Front. Hum. Neurosci. 18:1416667. https://doi.org/10.3389/fnhum.2024.1416667
Kilmarx J, Tashev I, Millán J d R, Sulzer J and Lewis-Peacock J (2024) Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface, in IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, pp. 2209-2219 https://doi.org/10.1109/TNSRE.2024.3410870
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Gehrke L, Terfurth L, Akman S and Gramann K (2024) Visuo-haptic prediction errors: a multimodal dataset (EEG, motion) in BIDS format indexing mismatches in haptic interaction. Front. Neuroergon. 5:1411305. https://doi.org/10.3389/fnrgo.2024.1411305
Post-stroke aphasia rehabilitation using an adapted visual P300 BCI training - Neurociencias EEG-ERP
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Results revealed significant main and interaction effects of culture, sex and social context on brain-to-brain synchrony, particularly in the medial left cluster of the prefrontal cortex, and a unique contribution of extraversion and openness to experience to synchrony in the Italian cohort only. Finally, culture-driven differences in empathy changes were identified, where significant increases in empathy across sessions were generally only observed within the Singaporean cohort.
R. Moffat1,4 , N. Caruana 1,5 and E. S. Cross 1,2,3,41School of Psychological Sciences, Macquarie University, Sydney, New South Wales 2109, Australia2MARCS Institute for Brain, Behaviour and Development, Western Sydney University,
Juliane Bjerkan, Jan Kobal, Gemma Lancaster, Sanja Šešok, Bernard Meglič, Peter V E McClintock, Karol P Budohoski, Peter J Kirkpatrick, Aneta Stefanovska
Kathleen Y. L. Kang, Robert Rosenkranz, Mehmet Ercan Altinsoy & Shu-Chen Li
Scientific Reports volume 14, Article number: 13366 (2024) Cite this article
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