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1.
J Neurosci Methods ; 407: 110154, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38697518

RESUMO

BACKGROUND: Thanks to its unrivalled spatial and temporal resolutions and signal-to-noise ratio, intracranial EEG (iEEG) is becoming a valuable tool in neuroscience research. To attribute functional properties to cortical tissue, it is paramount to be able to determine precisely the localization of each electrode with respect to a patient's brain anatomy. Several software packages or pipelines offer the possibility to localize manually or semi-automatically iEEG electrodes. However, their reliability and ease of use may leave to be desired. NEW METHOD: Voxeloc (voxel electrode locator) is a Matlab-based graphical user interface to localize and visualize stereo-EEG electrodes. Voxeloc adopts a semi-automated approach to determine the coordinates of each electrode contact, the user only needing to indicate the deep-most contact of each electrode shaft and another point more proximally. RESULTS: With a deliberately streamlined functionality and intuitive graphical user interface, the main advantages of Voxeloc are ease of use and inter-user reliability. Additionally, oblique slices along the shaft of each electrode can be generated to facilitate the precise localization of each contact. Voxeloc is open-source software and is compatible with the open iEEG-BIDS (Brain Imaging Data Structure) format. COMPARISON WITH EXISTING METHODS: Localizing full patients' iEEG implants was faster using Voxeloc than two comparable software packages, and the inter-user agreement was better. CONCLUSIONS: Voxeloc offers an easy-to-use and reliable tool to localize and visualize stereo-EEG electrodes. This will contribute to democratizing neuroscience research using iEEG.


Assuntos
Software , Interface Usuário-Computador , Humanos , Eletrodos Implantados , Eletroencefalografia/métodos , Eletroencefalografia/instrumentação , Encéfalo/fisiologia , Encéfalo/diagnóstico por imagem , Eletrocorticografia/métodos , Eletrocorticografia/instrumentação , Reprodutibilidade dos Testes
2.
Anesth Analg ; 134(2): 380-388, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-34673658

RESUMO

BACKGROUND: The retrospective analysis of electroencephalogram (EEG) signals acquired from patients under general anesthesia is crucial in understanding the patient's unconscious brain's state. However, the creation of such database is often tedious and cumbersome and involves human labor. Hence, we developed a Raspberry Pi-based system for archiving EEG signals recorded from patients under anesthesia in operating rooms (ORs) with minimal human involvement. METHODS: Using this system, we archived patient EEG signals from over 500 unique surgeries at the Emory University Orthopaedics and Spine Hospital, Atlanta, for about 18 months. For this, we developed a software package that runs on a Raspberry Pi and archives patient EEG signals from a SedLine Root EEG Monitor (Masimo) to a secure Health Insurance Portability and Accountability Act (HIPAA) compliant cloud storage. The OR number corresponding to each surgery was archived along with the EEG signal to facilitate retrospective EEG analysis. We retrospectively processed the archived EEG signals and performed signal quality checks. We also proposed a formula to compute the proportion of true EEG signal and calculated the corresponding statistics. Further, we curated and interleaved patient medical record information with the corresponding EEG signals. RESULTS: We retrospectively processed the EEG signals to demonstrate a statistically significant negative correlation between the relative alpha power (8-12 Hz) of the EEG signal captured under anesthesia and the patient's age. CONCLUSIONS: Our system is a standalone EEG archiver developed using low cost and readily available hardware. We demonstrated that one could create a large-scale EEG database with minimal human involvement. Moreover, we showed that the captured EEG signal is of good quality for retrospective analysis and combined the EEG signal with the patient medical records. This project's software has been released under an open-source license to enable others to use and contribute.


Assuntos
Curadoria de Dados/métodos , Eletroencefalografia/instrumentação , Eletroencefalografia/métodos , Monitorização Intraoperatória/instrumentação , Monitorização Intraoperatória/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Gerenciamento de Dados/instrumentação , Gerenciamento de Dados/métodos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Adulto Jovem
3.
PLoS One ; 16(10): e0258647, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34673803

RESUMO

BACKGROUND: Bispectral index (BIS) monitoring is a widely used non-invasive method to monitor the depth of anesthesia. However, in the event of surgeries requiring a frontal approach, placement of the electrode may be impossible at the designated area to achieve a proper BIS measurement. METHODS: We developed an investigational interface device to connect needle-electrodes to BIS sensors. The safety and clinical performance were investigated in patients who underwent surgery. Direct BIS values from a disposable BIS electrode and indirect values via the interface device were simultaneously recorded from the same areas of electrode placement in a single patient. The agreement between the direct and indirect BIS values was statistically analyzed. RESULTS: The interface device with a silver electrode demonstrated sufficient electric conduction to transmit electroencephalogram signals. The overall BIS curves were similar to those of direct BIS monitoring. Direct and indirect BIS values from 18 patients were statistically analyzed using a linear mixed model and a significant concordance was confirmed (indirect BIS = 7.0405 + 0.8286 * direct BIS, p<0.0001). Most observed data (2582/2787 data points, 92.64%) had BIS unit differences of 10 or less. CONCLUSIONS: The interface device provides an opportunity for intraoperative BIS monitoring of patients, whose clinical situation does not permit the placement of conventional adhesive sensors at the standard location.


Assuntos
Anestesia Geral/métodos , Técnicas Biossensoriais/métodos , Eletrodos , Eletroencefalografia/efeitos dos fármacos , Eletroencefalografia/instrumentação , Monitorização Intraoperatória/métodos , Procedimentos Neurocirúrgicos/métodos , Adulto , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
4.
Clin Neurophysiol ; 132(9): 2065-2074, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34284241

RESUMO

OBJECTIVE: A major challenge that limits understanding and treatment of epileptic events from mesial temporal structures comes from our inability to detect and map interictal networks reproducibly using scalp electrodes. Here, we developed a novel approach to map interictal spike networks and demonstrate their relationships to seizure onset and lesions in patients with foramen ovale electrode implantations. METHODS: We applied the direct Directed Transfer Function to reveal interictal spike propagation from bilateral foramen ovale electrodes on 10 consecutive patients and co-registered spatially with both seizure onset zones and temporal lobe lesions. RESULTS: Highly reproducible, yet unique interictal spike networks were seen for each patient (correlation: 0.93 ±â€¯0.13). Interictal spikes spread in both anterior and posterior directions within each temporal lobe, often reverberating between sites. Spikes propagated to the opposite temporal lobe predominantly through posterior pathways. Patients with structural lesions (N = 4), including tumors and sclerosis, developed reproducible spike networks adjacent to their lesions that were highly lateralized compared to patients without lesions. Only 5% of mesial temporal lobe spikes were time-locked with scalp electrode spikes. Our preliminary observation on two lesional patients suggested that along with lesion location, Interictal spike networks also partially co-registered with seizure onset zones suggesting interrelationship between seizure onset and a subset of spike networks. CONCLUSIONS: This is the first demonstration of patient-specific, reproducible interictal spike networks in mesial temporal structures that are closely linked to both temporal lobe lesions and seizure onset zones. SIGNIFICANCE: Interictal spike connectivity is a novel approach to map epileptic networks that could help advance invasive and non-invasive epilepsy treatments.


Assuntos
Eletrodos Implantados , Eletroencefalografia/instrumentação , Forame Oval/fisiopatologia , Rede Nervosa/fisiopatologia , Convulsões/fisiopatologia , Lobo Temporal/fisiopatologia , Potenciais de Ação/fisiologia , Adulto , Estudos de Coortes , Eletroencefalografia/métodos , Feminino , Forame Oval/diagnóstico por imagem , Humanos , Imageamento por Ressonância Magnética/métodos , Masculino , Pessoa de Meia-Idade , Rede Nervosa/diagnóstico por imagem , Estudos Retrospectivos , Convulsões/diagnóstico por imagem , Lobo Temporal/diagnóstico por imagem , Adulto Jovem
5.
Br J Anaesth ; 127(3): 386-395, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34243940

RESUMO

BACKGROUND: Intraoperative EEG suppression duration has been associated with postoperative delirium and mortality. In a clinical trial testing anaesthesia titration to avoid EEG suppression, the intervention did not decrease the incidence of postoperative delirium, but was associated with reduced 30-day mortality. The present study evaluated whether the EEG-guided anaesthesia intervention was also associated with reduced 1-yr mortality. METHODS: This manuscript reports 1 yr follow-up of subjects from a single-centre RCT, including a post hoc secondary outcome (1-yr mortality) in addition to pre-specified secondary outcomes. The trial included subjects aged 60 yr or older undergoing surgery with general anaesthesia between January 2015 and May 2018. Patients were randomised to receive EEG-guided anaesthesia or usual care. The previously reported primary outcome was postoperative delirium. The outcome of the current study was all-cause 1-yr mortality. RESULTS: Of the 1232 subjects enrolled, 614 subjects were randomised to EEG-guided anaesthesia and 618 subjects to usual care. One-year mortality was 57/591 (9.6%) in the guided group and 62/601 (10.3%) in the usual-care group. No significant difference in mortality was observed (adjusted absolute risk difference, -0.7%; 99.5% confidence interval, -5.8% to 4.3%; P=0.68). CONCLUSIONS: An EEG-guided anaesthesia intervention aiming to decrease duration of EEG suppression during surgery did not significantly decrease 1-yr mortality. These findings, in the context of other studies, do not provide supportive evidence for EEG-guided anaesthesia to prevent intermediate term postoperative death. CLINICAL TRIAL REGISTRATION: NCT02241655.


Assuntos
Anestesia/mortalidade , Eletroencefalografia , Monitorização Neurofisiológica Intraoperatória , Complicações Pós-Operatórias/mortalidade , Acidentes por Quedas , Idoso , Anestesia/efeitos adversos , Monitores de Consciência , Delírio/etiologia , Delírio/mortalidade , Eletroencefalografia/instrumentação , Feminino , Humanos , Monitorização Neurofisiológica Intraoperatória/instrumentação , Masculino , Pessoa de Meia-Idade , Missouri , Complicações Cognitivas Pós-Operatórias/etiologia , Complicações Cognitivas Pós-Operatórias/mortalidade , Complicações Pós-Operatórias/etiologia , Valor Preditivo dos Testes , Qualidade de Vida , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
7.
Acta sci., Health sci ; 43: e49846, Feb.11, 2021.
Artigo em Inglês | LILACS | ID: biblio-1368509

RESUMO

Fibromyalgia is a disorder of the central nervous system, with the presence of chronic generalized pain, fatigue, morning stiffness, anxiety and depression symptoms. Higher amplitudes of the frequency band alpha2 have been associated with higher relaxationin this population. In the present study, we analysed the association between pain, anxiety, and the spectral power of alpha2 frontal in women with fibromyalgia. Thirty-one women diagnosed with fibromyalgia, for at least three months, took part in the study. Results revealed a statistically significant positive relationship between pain and anxiety levels. However, we found no association between the spectral power of alpha2 in the frontal cortex and the measures between anxiety and pain in the patients. Present findings emphasize the importance of understanding the cortical activity and the central control mechanisms in fibromyalgia.


Assuntos
Humanos , Feminino , Adulto , Pessoa de Meia-Idade , Dor/diagnóstico , Mulheres/psicologia , Fibromialgia/diagnóstico , Lobo Frontal/patologia , Ansiedade/psicologia , Análise Espectral/instrumentação , Depressão/psicologia , Eletroencefalografia/instrumentação
8.
Neurol Med Chir (Tokyo) ; 61(1): 1-11, 2021 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-33268657

RESUMO

Patients with drug-resistant focal onset epilepsy are not always suitable candidates for resective surgery, a definitive intervention to control their seizures. The alternative surgical treatment for these patients in Japan has been vagus nerve stimulation (VNS). Besides VNS, epileptologists in the United States can choose a novel palliative option called responsive neurostimulation (RNS), a closed-loop neuromodulation system approved by the US Food and Drug Administration in 2013. The RNS System continuously monitors neural electroencephalography (EEG) activity at the possible seizure onset zone (SOZ) where electrodes are placed and responds with electrical stimulation when a pre-defined epileptic activity is detected. The controlled clinical trials in the United States have demonstrated long-term utility and safety of the RNS System. Seizure reduction rates have continued to improve over time, reaching 75% over 9 years of treatment. The incidence of implant-site infection, the most frequent device-related adverse event, is similar to those of other neuromodulation devices. The RNS System has shown favorable efficacy for both mesial temporal lobe epilepsy (TLE) and neocortical epilepsy of the eloquent cortex. Another unique advantage of the RNS System is its ability to provide chronic monitoring of ambulatory electrocorticography (ECoG). Valuable information obtained from ECoG monitoring provides a better understanding of the state of epilepsy in each patient and improves clinical management. This article reviews the developmental history, structure, and clinical utility of the RNS System, and discusses its indications as a novel palliative option for drug-resistant epilepsy.


Assuntos
Epilepsia Resistente a Medicamentos/terapia , Terapia por Estimulação Elétrica/instrumentação , Neuroestimuladores Implantáveis , Monitorização Ambulatorial/métodos , Procedimentos Neurocirúrgicos/métodos , Cuidados Paliativos , Convulsões/prevenção & controle , Convulsões/terapia , Adulto , Encéfalo/diagnóstico por imagem , Epilepsia Resistente a Medicamentos/diagnóstico por imagem , Epilepsia Resistente a Medicamentos/cirurgia , Eletrocorticografia/instrumentação , Eletroencefalografia/instrumentação , Feminino , Humanos , Japão , Masculino , Pessoa de Meia-Idade
9.
World Neurosurg ; 145: 210-219, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32980570

RESUMO

OBJECTIVE: Single neuron or unit recording enables researchers to measure the electrophysiologic responses of single neurons using a microelectrode system. This approach is widely used in cognitive science and has become more widespread in humans with the use of hybrid (micro-within-macrowire) depth electrodes that enable the implantation of microwires into the brain parenchyma. METHODS: The authors describe their surgical technique in a total of 7 patients with intractable epilepsy who underwent robot-enhanced stereoencephalography in which both standard (nonhybrid) and hybrid depth electrodes were used for invasive chronic monitoring. RESULTS: The technique and accuracy of the procedure were evaluated with a total of 84 depth electrodes (46 hybrid, 38 standard) in 7 patients. No major complications, such as intracranial hemorrhage, infection or cerebrospinal fluid leakage, occurred regardless of the type of electrode used. CONCLUSIONS: The addition of hybrid depth electrodes for the purpose of in vivo single neuron recording in robot-enhanced stereoencephalography procedures is safe and does not impact the accuracy of targeting or patient safety.


Assuntos
Encéfalo/cirurgia , Epilepsia Resistente a Medicamentos/cirurgia , Eletrodos Implantados , Neurônios , Implantação de Prótese/métodos , Procedimentos Cirúrgicos Robóticos/métodos , Adulto , Encéfalo/diagnóstico por imagem , Remoção de Dispositivo , Epilepsia Resistente a Medicamentos/diagnóstico por imagem , Eletroencefalografia/instrumentação , Feminino , Humanos , Masculino , Microeletrodos , Pessoa de Meia-Idade , Procedimentos Neurocirúrgicos , Seleção de Pacientes , Cuidados Pré-Operatórios , Resultado do Tratamento , Adulto Jovem
10.
J Neurosurg Pediatr ; 27(3): 253-258, 2020 Dec 18.
Artigo em Inglês | MEDLINE | ID: mdl-33338995

RESUMO

OBJECTIVE: Stereotactic electroencephalography (SEEG) is an increasingly common technique that neurosurgeons use to help identify the epileptogenic zone. The anchor bolt, which typically secures the electrode to the skull, can be problematic in very thin bone or in electrodes placed in the occiput. METHODS: A technique is described to place electrodes without the use of an anchor bolt. Accuracy data for entry point, target point, and depth were collected and compared between electrodes placed with and those placed without an anchor bolt. RESULTS: A total of 58 patients underwent placement of 793 electrodes, of which 25 were boltless. The mean entry and depth errors at target were equivalent, although there was a trend toward greater depth error with boltless electrodes (3.4 mm vs 2.01 mm and 2.59 mm in the bolted groups, respectively). The mean lateral target error was slightly but significantly smaller for boltless electrodes. The majority (60%) of boltless leads were placed into thin temporal squamous bone. The average skull thickness at the entry point for all boltless leads was 1.85 mm. CONCLUSIONS: Boltless SEEG electrodes can be placed through thin bone, adjacent to a cranial defect, or in the occiput with equivalent accuracy to electrodes placed with anchor bolts.


Assuntos
Eletrodos Implantados , Eletroencefalografia/instrumentação , Procedimentos Neurocirúrgicos/métodos , Adolescente , Criança , Pré-Escolar , Epilepsia Resistente a Medicamentos/diagnóstico por imagem , Epilepsia Resistente a Medicamentos/cirurgia , Eletroencefalografia/métodos , Feminino , Humanos , Imageamento Tridimensional , Lactente , Masculino , Erros Médicos , Estudos Retrospectivos , Crânio/anormalidades , Crânio/diagnóstico por imagem , Crânio/cirurgia , Técnicas Estereotáxicas , Tomografia Computadorizada por Raios X , Adulto Jovem
11.
Neurol Med Chir (Tokyo) ; 60(12): 581-593, 2020 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-33208586

RESUMO

Fruitful progress and change have been accomplished in epilepsy surgery as science and technology advance. Stereotactic electroencephalography (SEEG) was originally developed by Talairach and Bancaud at Hôspital Sainte-Anne in the middle of the 20th century. SEEG has survived, and is now being recognized once again, especially with the development of neurosurgical robots. Many epilepsy centers have already replaced invasive monitoring with subdural electrodes (SDEs) by SEEG with depth electrodes worldwide. SEEG has advantages in terms of complication rates as shown in the previous reports. However, it would be more indispensable to demonstrate how much SEEG has contributed to improving seizure outcomes in epilepsy surgery. Vagus nerve stimulation (VNS) has been an only implantable device since 1990s, and has obtained the autostimulation mode which responds to ictal tachycardia. In addition to VNS, responsive neurostimulator (RNS) joined in the options of palliative treatment for medically refractory epilepsy. RNS is winning popularity in the United States because the device has abilities of both neurostimulation and recording of ambulatory electrocorticography (ECoG). Deep brain stimulation (DBS) has also attained approval as an adjunctive therapy in Europe and the United States. Ablative procedures such as SEEG-guided radiofrequency thermocoagulation (RF-TC) and laser interstitial thermal therapy (LITT) have been developed as less invasive options in epilepsy surgery. There will be more alternatives and tools in this field than ever before. Consequently, we will need to define benefits, indications, and limitations of these new technologies and concepts while adjusting ourselves to a period of fundamental transition in our foreseeable future.


Assuntos
Terapia por Estimulação Elétrica/instrumentação , Eletroencefalografia/instrumentação , Epilepsia/diagnóstico , Epilepsia/cirurgia , Técnicas Estereotáxicas/instrumentação , Terapia por Estimulação Elétrica/métodos , Eletrodos Implantados , Eletroencefalografia/métodos , Humanos
12.
Clin Neurophysiol ; 131(12): 2795-2803, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33137569

RESUMO

OBJECTIVE: To assess the value of caudal EEG electrodes over cheeks and neck for high-density electric source imaging (ESI) in presurgical epilepsy evaluation, and to identify the best time point during averaged interictal epileptic discharges (IEDs) for optimal ESI accuracy. METHODS: We retrospectively examined presurgical 257-channel EEG recordings of 45 patients with pharmacoresistant focal epilepsy. By stepwise removal of cheek and neck electrodes, averaged IEDs were downsampled to 219, 204, and 156 EEG channels. Additionally, ESI at the IED's half-rise was compared to other time points. The respective sources of maximum activity were compared to the resected brain area and postsurgical outcome. RESULTS: Caudal channels had disproportionately more artefacts. In 30 patients with favourable outcome, the 204-channel array yielded the most accurate results with ESI maxima < 10 mm from the resection in 67% and inside affected sublobes in 83%. Neither in temporal nor in extratemporal cases did the full 257-channel setup improve ESI accuracy. ESI was most accurate at 50% of the IED's rising phase. CONCLUSION: Information from cheeks and neck electrodes did not improve high-density ESI accuracy, probably due to higher artefact load and suboptimal biophysical modelling. SIGNIFICANCE: Very caudal EEG electrodes should be used for ESI with caution.


Assuntos
Epilepsia Resistente a Medicamentos/fisiopatologia , Eletroencefalografia/métodos , Epilepsias Parciais/fisiopatologia , Cuidados Pré-Operatórios/métodos , Adolescente , Adulto , Criança , Epilepsia Resistente a Medicamentos/diagnóstico por imagem , Epilepsia Resistente a Medicamentos/cirurgia , Eletrodos , Eletroencefalografia/instrumentação , Epilepsias Parciais/diagnóstico por imagem , Epilepsias Parciais/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Cuidados Pré-Operatórios/instrumentação , Estudos Retrospectivos , Fatores de Tempo , Adulto Jovem
13.
Rev Neurol ; 71(6): 225-233, 2020 Sep 16.
Artigo em Espanhol | MEDLINE | ID: mdl-32895906

RESUMO

Temporal plus epilepsy is defined as focal epilepsy in which the primary epileptogenic area extends beyond the temporal lobe. It involves the neighboring regions such as the insula, the suprasilvian opercular cortex, the orbitofrontal cortex and the temporo-parieto-occipital junction. The objective of this review is to provide an update in temporal plus epilepsy. A previous history of brain trauma, a history of tonic clonic seizures, and previous central nervous system infection are risk factors. They likely allowed the generation of complex hippocampal and extrahypocampic neural networks. Clinical manifestations will depend on the location of the epileptogenic zone as well as the rapid propagation into temporal mesial structures. Video-electroencephalography usually shows involvement of the temporal lobe, with rapid propagation into the perisilvian, orbitofrontal or temporo-parieto-occipital regions. The magnetoelectroencephaography has lesser muscle contamination and could be considered as a biomarker of early states in the diagnosis process. Brain MRI is usually negative or shows non-specific mesial temporal abnormalities. Stereoelectroencephalography is the invasive method of choice. Temporal plus epilepsy is considered to be the most common cause of temporal lobe epilepsy surgery failure and represents up to 30%.


TITLE: Epilepsia del lóbulo temporal plus: revisión.La epilepsia del lóbulo temporal plus se define como la epilepsia en la cual la zona epileptógena primaria se localiza en el lóbulo temporal y se extiende a regiones vecinas, como la ínsula, la corteza opercular suprasilviana, la corteza orbitofrontal y la unión temporoparietooccipital. El objetivo de esta revisión es proveer una actualización de la información en la epilepsia del lóbulo temporal plus. La historia de traumatismo craneoencefálico, infección cerebral (meningitis-encefalitis) o crisis epiléptica tonicoclónica generalizada está involucrada en su etiología, y permite la generación de redes neuronales complejas hipocámpicas y extrahipocámpicas. Las manifestaciones clínicas dependen de la zona epileptógena involucrada y de su rápida proyección a las estructuras temporales mesiales. El videoelectroencefalograma evidencia actividad interictal extensa e ictal en el lóbulo temporal, pero con rápida propagación perisilviana, orbitofrontal o temporoparietooccipital. La magnetoelectroencefalografía tiene menos contaminación muscular y podría considerarse como un biomarcador de estados tempranos en el proceso diagnóstico. La resonancia cerebral generalmente es negativa o muestra una ligera alteración de señal en la zona mesial temporal en grado variable. El estereoelectroencefalograma es el método invasivo de elección, especialmente guiado por robot. La epilepsia temporal plus se considera la causa más frecuente de fracaso de la cirugía de la epilepsia del lóbulo temporal, hasta un 30%.


Assuntos
Epilepsia do Lobo Temporal , Algoritmos , Lobectomia Temporal Anterior , Anticonvulsivantes/uso terapêutico , Lesões Encefálicas Traumáticas/complicações , Córtex Cerebral/fisiopatologia , Epilepsia Resistente a Medicamentos/fisiopatologia , Epilepsia Resistente a Medicamentos/cirurgia , Eletrodos Implantados , Eletroencefalografia/instrumentação , Eletroencefalografia/métodos , Encefalite/complicações , Epilepsia do Lobo Temporal/diagnóstico por imagem , Epilepsia do Lobo Temporal/etiologia , Epilepsia do Lobo Temporal/fisiopatologia , Epilepsia do Lobo Temporal/cirurgia , Hipocampo/fisiopatologia , Humanos , Imageamento por Ressonância Magnética , Magnetoencefalografia , Meningite/complicações , Vias Neurais/fisiopatologia , Lobo Parietal/fisiopatologia , Córtex Pré-Frontal/fisiopatologia , Robótica , Convulsões/complicações , Lobo Temporal/fisiopatologia , Tomografia Computadorizada de Emissão de Fóton Único
14.
J Vis Exp ; (162)2020 08 20.
Artigo em Inglês | MEDLINE | ID: mdl-32894266

RESUMO

Brainwaves amplitude obtained from electroencephalography (EEG) has been well-recognized as a basis for cognitive capacity, memory, and learning on animals and humans. Adult neurogenesis mechanism is also linked to memory and learning improvement. Traditionally, researchers used to assess learning and memory parameters in rodent models by behavioral tasks. Therefore, the simultaneous monitoring of behavioral changes and EEG is particularly interesting in correlating data between brain activity and task-related behaviors. However, most of the equipment required to perform both studies are either complex, expensive, or uses a wired setup network that hinders the natural animals' movement. In this study, EEG was recorded with a wireless electrophysiology device along with the execution of a novel object recognition task (NORT). The animal's behavior was monitored simultaneously by a video tracking system. Both recordings were analyzed offline by their timestamps which were synched to link EEG signals with the animal's actions. Subjects consist of adult Wistar rats after medium-term environmental enrichment treatment. Six skull screw electrodes were fixed in pairs on both hemispheres over frontal, central, and parietal regions and were referenced to an electrode located posterior of the nasal bone. NORT protocol consists of exposing the animal to two identical objects for 10 min. After 2 h and 24 h, one of the objects was replaced with a novel one. Exploration time for each object was monitored by a behavioral tracking software (BTS) and EEG data recording. The analysis of the EEG synced with behavioral data consists of estimations of alpha and beta relative band power and comparisons between novel object recognition versus familiar object exploration, between three experimental stages. In this manuscript, we have discussed electrodes manufacturing process, epidural electrodes implantation surgery, environmental enrichment protocol, NORT protocol, BTS setup, EEG - BTS coupling for simultaneous monitoring in real-time, and EEG data analysis based on automatic events detection.


Assuntos
Comportamento Animal/fisiologia , Eletroencefalografia/métodos , Hipocampo/fisiologia , Memória/fisiologia , Tecnologia sem Fio , Animais , Ondas Encefálicas/fisiologia , Eletrodos Implantados , Eletroencefalografia/instrumentação , Hipocampo/citologia , Hipocampo/crescimento & desenvolvimento , Masculino , Neurogênese , Ratos , Ratos Wistar
15.
IEEE Trans Biomed Circuits Syst ; 14(4): 825-837, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32746339

RESUMO

In this article, we present a real-time electroencephalogram (EEG) based depth of anesthesia (DoA) monitoring system in conjunction with a deep learning framework, AnesNET. An EEG analog front-end (AFE) that can compensate ±380-mV electrode DC offset using a coarse digital DC servo loop is implemented in the proposed system. The EEG-based MAC, EEGMAC, is introduced as a novel index to accurately predict the DoA, which is designed for applying to patients anesthetized by both volatile and intravenous agents. The proposed deep learning protocol consists of four layers of convolutional neural network and two dense layers. In addition, we optimize the complexity of the deep neural network (DNN) to operate on a microcomputer such as the Raspberry Pi 3, realizing a cost-effective small-size DoA monitoring system. Fabricated in 110-nm CMOS, the prototype AFE consumes 4.33 µW per channel and has the input-referred noise of 0.29 µVrms from 0.5 to 100 Hz with the noise efficiency factor of 2.2. The proposed DNN was evaluated with pre-recorded EEG data from 374 subjects administrated by inhalational anesthetics under surgery, achieving an average squared and absolute errors of 0.048 and 0.05, respectively. The EEGMAC with subjects anesthetized by an intravenous agent also showed a good agreement with the bispectral index value, confirming the proposed DoA index is applicable to both anesthetics. The implemented monitoring system with the Raspberry Pi 3 estimates the EEGMAC within 20 ms, which is about thousand-fold faster than the BIS estimation in literature.


Assuntos
Anestesia por Inalação/classificação , Eletroencefalografia/instrumentação , Monitorização Neurofisiológica Intraoperatória/instrumentação , Redes Neurais de Computação , Processamento de Sinais Assistido por Computador/instrumentação , Adulto , Aprendizado Profundo , Eletroencefalografia/métodos , Desenho de Equipamento , Feminino , Humanos , Monitorização Neurofisiológica Intraoperatória/métodos , Masculino , Pessoa de Meia-Idade , Adulto Jovem
16.
Mol Pharmacol ; 98(4): 351-363, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32764093

RESUMO

Ryanodine receptor (RYR) mutations confer stress-triggered malignant hyperthermia (MH) susceptibility. Dietary caffeine (CAF) is the most commonly consumed psychoactive compound by humans. CAF-triggered Ca2+ release and its influences on skeletal muscle contractility are widely used as experimental tools to study RYR function/dysfunction and diagnose MH susceptibility. We hypothesize that dietary CAF achieving blood levels measured in human plasma exacerbates the penetrance of RYR1 MH susceptibility mutations triggered by gaseous anesthetic, affecting both central and peripheral adverse responses. Heterozygous R163C-RYR1 (HET) MH susceptible mice are used to investigate the influences of dietary CAF on both peripheral and central responses before and after induction of halothane (HAL) maintenance anesthesia under experimental conditions that maintain normal core body temperature. HET mice receiving CAF (plasma CAF 893 ng/ml) have significantly shorter times to respiratory arrest compared with wild type, without altering blood chemistry or displaying hyperthermia or muscle rigor. Intraperitoneal bolus dantrolene before HAL prolongs time to respiratory arrest. A pilot electrographic study using subcutaneous electrodes reveals that dietary CAF does not alter baseline electroencephalogram (EEG) total power, but significantly shortens delay to isoelectric EEG, which precedes respiratory and cardiac arrest. CAF ± HAL are studied on RYR1 single-channel currents and HET myotubes to define molecular mechanisms of gene-by-environment synergism. Strong pharmacological synergism between CAF and HAL is demonstrated in both single-channel and myotube preparations. Central and peripheral nervous systems mediate adverse responses to HAL in a HET model of MH susceptibility exposed to dietary CAF, a modifiable lifestyle factor that may mitigate risks of acute and chronic diseases associated with RYR1 mutations. SIGNIFICANCE STATEMENT: Dietary caffeine at a human-relevant dose synergizes adverse peripheral and central responses to anesthesia in malignant hyperthermia susceptible mice. Synergism of these drugs can be attributed to their actions at ryanodine receptors.


Assuntos
Cafeína/efeitos adversos , Dantroleno/efeitos adversos , Halotano/efeitos adversos , Hipertermia Maligna/fisiopatologia , Fibras Musculares Esqueléticas/fisiologia , Mutação , Canal de Liberação de Cálcio do Receptor de Rianodina/genética , Animais , Cafeína/farmacologia , Dantroleno/administração & dosagem , Modelos Animais de Doenças , Sinergismo Farmacológico , Eletroencefalografia/instrumentação , Feminino , Halotano/administração & dosagem , Heterozigoto , Humanos , Injeções Intraperitoneais , Masculino , Hipertermia Maligna/genética , Camundongos , Canal de Liberação de Cálcio do Receptor de Rianodina/metabolismo
17.
Clin Neurophysiol ; 131(9): 2216-2223, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32711346

RESUMO

OBJECTIVE: To study if comatose cardiac arrest patients can be assessed with a reduced number of EEG electrodes. METHODS: 110 routine EEGs from 67 consecutive patients, including both hypothermic and normothermic EEGs were retrospectively assessed by three blinded EEG-experts using two different electrode montages. A standard 19-electrode-montage was compared to the reduced version of the same EEGs, down-sampled to six electrodes (F3, T3, P3, F4, T4, P4). We used intra-rater and inter-observer statistics to assess the reliability of the reduced montage for background features and discharges. RESULTS: The reduced montage had almost perfect performance for background continuity (κ 0.80-0.88), including identification of highly malignant backgrounds (burst-suppression/suppression) (κ 0.85-0.94) and benign backgrounds (continuous/nearly continuous) (κ 0.85-0.91). We found substantial performance for identifying rhythmic/periodic discharges (κ 0.79-0.86). The reduced montage had high accuracy for assessment of both highly malignant (sensitivity 91-95%, specificity 94-99%) and benign (sensitivity 89-98%, specificity 91-96%) backgrounds, and periodic/rhythmic patterns (sensitivity 79-100%, specificity 89-99%), compared to the full montage. The inter-observer variability was not increased by the reduced montage. CONCLUSION: Reduced EEG had high performance for classifying important background and discharge patterns in this post cardiac arrest cohort. SIGNIFICANCE: Our results support the use of reduced EEG-montage for monitoring comatose cardiac arrest patients.


Assuntos
Coma/fisiopatologia , Eletrodos , Eletroencefalografia/métodos , Parada Cardíaca/fisiopatologia , Monitorização Fisiológica/métodos , Coma/etiologia , Eletroencefalografia/instrumentação , Parada Cardíaca/complicações , Humanos , Monitorização Fisiológica/instrumentação , Reprodutibilidade dos Testes , Estudos Retrospectivos
18.
Epilepsy Res ; 166: 106392, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32688271

RESUMO

BACKGROUND: Chronic intracranial electrical stimulation is now widely used as treatment for drug resistant epilepsy. Subacute neocortical stimulation (SNCS) can also be performed during EEG recordings with intracranial electrodes (iEEG), but its diagnostic value remains largely unknown. METHODS: We assessed the effects of SNCS on the frequency of seizures and epileptiform discharges (EDs) during 290 h of iEEG- from 12 patients (6 adults, 6 children) with epilepsy secondary to focal cortical dysplasia (FCD). RESULTS: In 9/12 patients, SNCS periods showed decreased seizure-frequency (Median -73 %, p = 0.0093). At baseline, incidence of EDs were correlated with seizure-frequency (Spearman r = 0.59). However, this correlation disappeared during SNCS and a significant change in the incidence of EDs was observed. In addition, there was a trend towards greater reduction in seizure-frequency during SNCS in patients who underwent surgery. CONCLUSION: In summary, SNCS can reduce seizure-frequency and changes ED-frequency. The variability in ED changes may be explained by different effects of SNCS depending on electrode location. The magnitude of seizure reduction during SNCS suggests that this technique could contribute to preoperative assessment in epilepsy surgery.


Assuntos
Estimulação Encefálica Profunda/métodos , Epilepsia/fisiopatologia , Epilepsia/terapia , Malformações do Desenvolvimento Cortical/fisiopatologia , Malformações do Desenvolvimento Cortical/terapia , Neocórtex/fisiopatologia , Adolescente , Adulto , Criança , Estimulação Encefálica Profunda/instrumentação , Eletrodos Implantados , Eletroencefalografia/instrumentação , Eletroencefalografia/métodos , Epilepsia/diagnóstico , Feminino , Humanos , Masculino , Malformações do Desenvolvimento Cortical/diagnóstico , Adulto Jovem
19.
Comput Assist Surg (Abingdon) ; 25(1): 1-14, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32401082

RESUMO

Frame-based stereotaxy is widely used for planning and implanting deep-brain electrodes. In 2013, as part of a clinical study on deep-brain stimulation for treatment-resistant depression, our group identified a need for software to simulate and plan stereotactic procedures. Shortcomings in extant commercial systems encouraged us to develop Tactics. Tactics is purpose-designed for frame-based stereotactic placement of electrodes. The workflow is far simpler than commercial systems. By simulating specific electrode placement, immediate in-context view of each electrode contact, and the cortical entry site are available within seconds. Post implantation, electrode placement is verified by linearly registering post-operative images. Tactics has been particularly helpful for invasive electroencephalography electrodes where as many as 20 electrodes are planned and placed within minutes. Currently, no commercial system has a workflow supporting the efficient placement of this many electrodes. Tactics includes a novel implementation of automated frame localization and a user-extensible mechanism for importing electrode specifications for visualization of individual electrode contacts. The system was systematically validated, through comparison against gold-standard techniques and quantitative analysis of targeting accuracy using a purpose-built imaging phantom mountable by a stereotactic frame. Internal to our research group, Tactics has been used to plan over 300 depth-electrode targets and trajectories in over 50 surgical cases, and to plan dozens of stereotactic biopsies. Source code and pre-built binaries for Tactics are public and open-source, enabling use and contribution by the extended community.


Assuntos
Software , Técnicas Estereotáxicas , Cirurgia Assistida por Computador , Encéfalo/cirurgia , Simulação por Computador , Estimulação Encefálica Profunda/instrumentação , Estimulação Encefálica Profunda/métodos , Eletrodos Implantados , Eletroencefalografia/instrumentação , Eletroencefalografia/métodos , Humanos , Imageamento Tridimensional , Neuronavegação/instrumentação , Neuronavegação/métodos , Imagens de Fantasmas , Cuidados Pré-Operatórios , Técnicas Estereotáxicas/instrumentação , Cirurgia Assistida por Computador/instrumentação , Cirurgia Assistida por Computador/métodos , Fluxo de Trabalho
20.
Epilepsia ; 61(5): 841-855, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32227349

RESUMO

This article emphasizes the role of the technological progress in changing the landscape of epilepsy surgery and provides a critical appraisal of robotic applications, laser interstitial thermal therapy, intraoperative imaging, wireless recording, new neuromodulation techniques, and high-intensity focused ultrasound. Specifically, (a) it relativizes the current hype in using robots for stereo-electroencephalography (SEEG) to increase the accuracy of depth electrode placement and save operating time; (b) discusses the drawback of laser interstitial thermal therapy (LITT) when it comes to the need for adequate histopathologic specimen and the fact that the concept of stereotactic disconnection is not new; (c) addresses the ratio between the benefits and expenditure of using intraoperative magnetic resonance imaging (MRI), that is, the high technical and personnel expertise needed that might restrict its use to centers with a high case load, including those unrelated to epilepsy; (d) soberly reviews the advantages, disadvantages, and future potentials of neuromodulation techniques with special emphasis on the differences between closed and open-loop systems; and (e) provides a critical outlook on the clinical implications of focused ultrasound, wireless recording, and multipurpose electrodes that are already on the horizon. This outlook shows that although current ultrasonic systems do have some limitations in delivering the acoustic energy, further advance of this technique may lead to novel treatment paradigms. Furthermore, it highlights that new data streams from multipurpose electrodes and wireless transmission of intracranial recordings will become available soon once some critical developments will be achieved such as electrode fidelity, data processing and storage, heat conduction as well as rechargeable technology. A better understanding of modern epilepsy surgery will help to demystify epilepsy surgery for the patients and the treating physicians and thereby reduce the surgical treatment gap.


Assuntos
Epilepsia/cirurgia , Procedimentos Cirúrgicos Robóticos/instrumentação , Encéfalo/fisiopatologia , Encéfalo/cirurgia , Eletroencefalografia/instrumentação , Eletroencefalografia/métodos , Ablação por Ultrassom Focalizado de Alta Intensidade/instrumentação , Ablação por Ultrassom Focalizado de Alta Intensidade/métodos , Humanos , Fotocoagulação a Laser/instrumentação , Fotocoagulação a Laser/métodos , Terapia a Laser/instrumentação , Terapia a Laser/métodos , Imagem por Ressonância Magnética Intervencionista/instrumentação , Imagem por Ressonância Magnética Intervencionista/métodos , Neuronavegação/instrumentação , Neuronavegação/métodos , Procedimentos Cirúrgicos Robóticos/métodos , Robótica
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