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1.
Hum Brain Mapp ; 43(4): 1342-1357, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-35019189

RESUMEN

Prior studies have used graph analysis of resting-state magnetoencephalography (MEG) to characterize abnormal brain networks in neurological disorders. However, a present challenge for researchers is the lack of guidance on which network construction strategies to employ. The reproducibility of graph measures is important for their use as clinical biomarkers. Furthermore, global graph measures should ideally not depend on whether the analysis was performed in the sensor or source space. Therefore, MEG data of the 89 healthy subjects of the Human Connectome Project were used to investigate test-retest reliability and sensor versus source association of global graph measures. Atlas-based beamforming was used for source reconstruction, and functional connectivity (FC) was estimated for both sensor and source signals in six frequency bands using the debiased weighted phase lag index (dwPLI), amplitude envelope correlation (AEC), and leakage-corrected AEC. Reliability was examined over multiple network density levels achieved with proportional weight and orthogonal minimum spanning tree thresholding. At a 100% density, graph measures for most FC metrics and frequency bands had fair to excellent reliability and significant sensor versus source association. The greatest reliability and sensor versus source association was obtained when using amplitude metrics. Reliability was similar between sensor and source spaces when using amplitude metrics but greater for the source than the sensor space in higher frequency bands when using the dwPLI. These results suggest that graph measures are useful biomarkers, particularly for investigating functional networks based on amplitude synchrony.


Asunto(s)
Conectoma/normas , Magnetoencefalografía/normas , Red Nerviosa/diagnóstico por imagen , Red Nerviosa/fisiología , Procesamiento de Señales Asistido por Computador , Humanos , Modelos Teóricos , Reproducibilidad de los Resultados
2.
Proc Natl Acad Sci U S A ; 116(30): 15210-15215, 2019 07 23.
Artículo en Inglés | MEDLINE | ID: mdl-31182595

RESUMEN

Learning has been associated with changes in the brain at every level of organization. However, it remains difficult to establish a causal link between specific changes in the brain and new behavioral abilities. We establish that new neural activity patterns emerge with learning. We demonstrate that these new neural activity patterns cause the new behavior. Thus, the formation of new patterns of neural population activity can underlie the learning of new skills.


Asunto(s)
Aprendizaje/fisiología , Memoria a Largo Plazo/fisiología , Corteza Motora/fisiología , Destreza Motora/fisiología , Red Nerviosa/fisiología , Animales , Interfaces Cerebro-Computador , Haplorrinos , Corteza Motora/anatomía & histología , Red Nerviosa/anatomía & histología , Neuronas/fisiología
3.
Nature ; 512(7515): 423-6, 2014 Aug 28.
Artículo en Inglés | MEDLINE | ID: mdl-25164754

RESUMEN

Learning, whether motor, sensory or cognitive, requires networks of neurons to generate new activity patterns. As some behaviours are easier to learn than others, we asked if some neural activity patterns are easier to generate than others. Here we investigate whether an existing network constrains the patterns that a subset of its neurons is capable of exhibiting, and if so, what principles define this constraint. We employed a closed-loop intracortical brain-computer interface learning paradigm in which Rhesus macaques (Macaca mulatta) controlled a computer cursor by modulating neural activity patterns in the primary motor cortex. Using the brain-computer interface paradigm, we could specify and alter how neural activity mapped to cursor velocity. At the start of each session, we observed the characteristic activity patterns of the recorded neural population. The activity of a neural population can be represented in a high-dimensional space (termed the neural space), wherein each dimension corresponds to the activity of one neuron. These characteristic activity patterns comprise a low-dimensional subspace (termed the intrinsic manifold) within the neural space. The intrinsic manifold presumably reflects constraints imposed by the underlying neural circuitry. Here we show that the animals could readily learn to proficiently control the cursor using neural activity patterns that were within the intrinsic manifold. However, animals were less able to learn to proficiently control the cursor using activity patterns that were outside of the intrinsic manifold. These results suggest that the existing structure of a network can shape learning. On a timescale of hours, it seems to be difficult to learn to generate neural activity patterns that are not consistent with the existing network structure. These findings offer a network-level explanation for the observation that we are more readily able to learn new skills when they are related to the skills that we already possess.


Asunto(s)
Aprendizaje/fisiología , Modelos Neurológicos , Destreza Motora/fisiología , Animales , Interfaces Cerebro-Computador , Computadores , Macaca mulatta , Masculino , Corteza Motora/citología , Corteza Motora/fisiología , Red Nerviosa/citología , Red Nerviosa/fisiología , Neuronas/fisiología
4.
Cleft Palate Craniofac J ; 55(5): 773-777, 2018 05.
Artículo en Inglés | MEDLINE | ID: mdl-29489401

RESUMEN

Pierre Robin Sequence (PRS) can be associated with skeletal dysplasias, presenting with craniocervical instability and devastating spinal injury if unrecognized. The authors present the case of an infant with PRS and a type II collagenopathy who underwent multiple airway-securing procedures requiring spinal manipulation before craniocervical instability was identified. This resulted in severe cervical cord compression due to odontoid fracture and occipitoatlantoaxial instability. This case highlights the importance of early cervical spine imaging and cautious manipulation in infants with PRS and suspected skeletal dysplasia.


Asunto(s)
Obstrucción de las Vías Aéreas/cirugía , Articulación Atlantoaxoidea/lesiones , Inestabilidad de la Articulación/etiología , Apófisis Odontoides/lesiones , Osteocondrodisplasias/etiología , Posicionamiento del Paciente/efectos adversos , Síndrome de Pierre Robin/complicaciones , Síndrome de Pierre Robin/cirugía , Procedimientos de Cirugía Plástica/métodos , Obstrucción de las Vías Aéreas/diagnóstico por imagen , Articulación Atlantoaxoidea/diagnóstico por imagen , Humanos , Recién Nacido , Inestabilidad de la Articulación/diagnóstico por imagen , Inestabilidad de la Articulación/cirugía , Imagen por Resonancia Magnética , Masculino , Apófisis Odontoides/diagnóstico por imagen , Apófisis Odontoides/cirugía , Osteocondrodisplasias/diagnóstico por imagen , Osteocondrodisplasias/cirugía , Síndrome de Pierre Robin/diagnóstico por imagen , Procedimientos de Cirugía Plástica/efectos adversos , Compresión de la Médula Espinal/diagnóstico por imagen , Compresión de la Médula Espinal/etiología , Compresión de la Médula Espinal/cirugía , Tomografía Computarizada por Rayos X , Resultado del Tratamiento
5.
J Pediatr ; 182: 210-216.e1, 2017 03.
Artículo en Inglés | MEDLINE | ID: mdl-27989409

RESUMEN

OBJECTIVES: To quantify the number of shunt-related imaging studies that patients with ventricular shunts undergo and to calculate the proportion of computed tomography (CT) scans associated with a surgical intervention. STUDY DESIGN: Retrospective longitudinal cohort analysis of patients up to age 22 years with a shunt placed January 2002 through December 2003 at a pediatric hospital. Primary outcome was the number of head CT scans, shunt series radiograph, skull radiographs, nuclear medicine, and brain magnetic resonance imaging studies for 10 years following shunt placement. Secondary outcome was surgical interventions performed within 7 days of a head CT. Descriptive statistics were used for analysis. RESULTS: Patients (n = 130) followed over 10 years comprised the study cohort. The most common reasons for shunt placement were congenital hydrocephalus (30%), obstructive hydrocephalus (19%), and atraumatic hemorrhage (18%), and 97% of shunts were ventriculoperitoneal. Patients underwent a median of 8.5 head CTs, 3.0 shunt series radiographs, 1.0 skull radiographs, 0 nuclear medicine studies, and 1.0 brain magnetic resonance imaging scans over the 10 years following shunt placement. The frequency of head CT scans was greatest in the first year after shunt placement (median 2.0 CTs). Of 1411 head CTs in the cohort, 237 resulted in surgical intervention within 7 days (17%, 95% CI 15%-19%). CONCLUSIONS: Children with ventricular shunts have been exposed to large numbers of imaging studies that deliver radiation and most do not result in a surgical procedure. This suggests a need to improve the process of evaluating for ventricular shunt malfunction and minimize radiation exposure.


Asunto(s)
Diagnóstico por Imagen/efectos adversos , Diagnóstico por Imagen/métodos , Hidrocefalia/cirugía , Exposición a la Radiación/prevención & control , Radiación Ionizante , Derivación Ventriculoperitoneal/métodos , Adolescente , Factores de Edad , Niño , Preescolar , Estudios de Cohortes , Continuidad de la Atención al Paciente , Diagnóstico por Imagen/estadística & datos numéricos , Femenino , Estudios de Seguimiento , Hospitales Pediátricos , Humanos , Hidrocefalia/diagnóstico por imagen , Hidrocefalia/mortalidad , Incidencia , Lactante , Estudios Longitudinales , Imagen por Resonancia Magnética/efectos adversos , Imagen por Resonancia Magnética/métodos , Imagen por Resonancia Magnética/estadística & datos numéricos , Masculino , Monitoreo Fisiológico/métodos , Cintigrafía/efectos adversos , Cintigrafía/métodos , Cintigrafía/estadística & datos numéricos , Estudios Retrospectivos , Medición de Riesgo , Factores Sexuales , Estadísticas no Paramétricas , Tomografía Computarizada por Rayos X/métodos , Tomografía Computarizada por Rayos X/estadística & datos numéricos , Derivación Ventriculoperitoneal/efectos adversos , Adulto Joven
6.
Childs Nerv Syst ; 33(6): 987-992, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-28447148

RESUMEN

OBJECTIVES: The objective of the present study is to report a case of campomelic dysplasia illustrating the absence of cervical and thoracic pedicles. This report reiterates the importance of this clinical peculiarity in the setting of spine instrumentation. MATERIALS AND METHODS: A 10-year-old female patient with campomelic dysplasia presented with progressive kyphoscoliosis and signs of neural compromise. Imaging studies confirmed thoracic level stenosis and demonstrated absence of multiple pedicles in cervical and thoracic spine. The patient underwent decompression and instrumentation/fusion for her spinal deformity. RESULTS: The patient was instrumented between C2 and L4 with pedicle screws and sublaminar cables. However, pedicle fixation was not possible for the lower cervical and upper-mid thoracic spine. Also, floating posterior elements precluded the use of laminar fixation in the lower cervical spine. Cervicothoracic lumbosacral orthosis (CTLSO) was used for external immobilization to supplement the tenuous fixation in the cervicothoracic area. The patient improved neurologically with no signs of implant failure at the 2-year follow-up. CONCLUSIONS: Absence of pedicles and floating posterior elements present a challenge during spine surgery in campomelic dysplasia. Surgeons should prepare for alternative fixation methods and external immobilization when planning on spinal instrumentation in affected patients. LEVEL OF EVIDENCE: Level IV Case Report.


Asunto(s)
Displasia Campomélica/diagnóstico por imagen , Vértebras Cervicales/diagnóstico por imagen , Fusión Vertebral , Vértebras Torácicas/diagnóstico por imagen , Displasia Campomélica/cirugía , Vértebras Cervicales/anomalías , Vértebras Cervicales/cirugía , Niño , Femenino , Estudios de Seguimiento , Humanos , Fusión Vertebral/métodos , Vértebras Torácicas/anomalías , Vértebras Torácicas/cirugía
7.
Pediatr Crit Care Med ; 17(5): 444-50, 2016 05.
Artículo en Inglés | MEDLINE | ID: mdl-27028792

RESUMEN

OBJECTIVES: The evidence to guide therapy in pediatric traumatic brain injury is lacking, including insight into the intracranial pressure/cerebral perfusion pressure thresholds in abusive head trauma. We examined intracranial pressure/cerebral perfusion pressure thresholds and indices of intracranial pressure and cerebral perfusion pressure burden in relationship with outcome in severe traumatic brain injury and in accidental and abusive head trauma cohorts. DESIGN: A prospective observational study. SETTING: PICU in a tertiary children's hospital. PATIENTS: Children less than18 years old admitted to a PICU with severe traumatic brain injury and who had intracranial pressure monitoring. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A pediatric traumatic brain injury database was interrogated with 85 patients (18 abusive head trauma) enrolled. Hourly intracranial pressure and cerebral perfusion pressure (in mm Hg) were collated and compared with various thresholds. C-statistics for intracranial pressure and cerebral perfusion pressure data in the entire population were determined. Intracranial hypertension and cerebral hypoperfusion indices were formulated based on the number of hours with intracranial pressure more than 20 mm Hg and cerebral perfusion pressure less than 50 mm Hg, respectively. A secondary analysis was performed on accidental and abusive head trauma cohorts. All of these were compared with dichotomized 6-month Glasgow Outcome Scale scores. The models with the number of hours with intracranial pressure more than 20 mm Hg (C = 0.641; 95% CI, 0.523-0.762) and cerebral perfusion pressure less than 45 mm Hg (C = 0.702; 95% CI, 0.586-0.805) had the best fits to discriminate outcome. Two factors were independently associated with a poor outcome, the number of hours with intracranial pressure more than 20 mm Hg and abusive head trauma (odds ratio = 5.101; 95% CI, 1.571-16.563). As the number of hours with intracranial pressure more than 20 mm Hg increases by 1, the odds of a poor outcome increased by 4.6% (odds ratio = 1.046; 95% CI, 1.012-1.082). Thresholds did not differ between accidental versus abusive head trauma. The intracranial hypertension and cerebral hypoperfusion indices were both associated with outcomes. CONCLUSIONS: The duration of hours of intracranial pressure more than 20 mm Hg and cerebral perfusion pressure less than 45 mm Hg best discriminated poor outcome. As the number of hours with intracranial pressure more than 20 mm Hg increases by 1, the odds of a poor outcome increased by 4.6%. Although abusive head trauma was strongly associated with unfavorable outcome, intracranial pressure/cerebral perfusion pressure thresholds did not differ between accidental and abusive head trauma.


Asunto(s)
Accidentes , Lesiones Traumáticas del Encéfalo/diagnóstico , Lesiones Traumáticas del Encéfalo/fisiopatología , Circulación Cerebrovascular , Maltrato a los Niños , Hipertensión Intracraneal/etiología , Adolescente , Lesiones Traumáticas del Encéfalo/etiología , Niño , Preescolar , Femenino , Humanos , Lactante , Recién Nacido , Hipertensión Intracraneal/diagnóstico , Presión Intracraneal , Modelos Logísticos , Masculino , Pronóstico , Estudios Retrospectivos , Índices de Gravedad del Trauma
8.
Pediatr Crit Care Med ; 17(3): 236-45, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26673840

RESUMEN

OBJECTIVES: To describe acute cerebral hemodynamic effects of medications commonly used to treat intracranial hypertension in children with traumatic brain injury. Currently, data supporting the efficacy of these medications are insufficient. DESIGN: In this prospective observational study, intracranial hypertension (intracranial pressure ≥ 20 mm Hg for > 5 min) was treated by clinical protocol. Administration times of medications for intracranial hypertension (fentanyl, 3% hypertonic saline, mannitol, and pentobarbital) were prospectively recorded and synchronized with an automated database that collected intracranial pressure and cerebral perfusion pressure every 5 seconds. Intracranial pressure crises confounded by external stimulation or mechanical ventilator adjustments were excluded. Mean intracranial pressure and cerebral perfusion pressure from epochs following drug administration were compared with baseline values using Kruskal-Wallis analysis of variance and Dunn test. Frailty modeling was used to analyze the time to intracranial pressure crisis resolution. Mixed-effect models compared intracranial pressure and cerebral perfusion pressure 5 minutes after the medication versus baseline and rates of treatment failure. SETTING: A tertiary care children's hospital. PATIENTS: Children with severe traumatic brain injury (Glasgow Coma Scale score ≤ 8). INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: We analyzed 196 doses of fentanyl, hypertonic saline, mannitol, and pentobarbital administered to 16 children (median: 12 doses per patient). Overall, intracranial pressure significantly decreased following the administration of fentanyl, hypertonic saline, and pentobarbital. After controlling for administration of multiple medications, intracranial pressure was decreased following hypertonic saline and pentobarbital administration; cerebral perfusion pressure was decreased following fentanyl and was increased following hypertonic saline administration. After adjusting for significant covariates (including age, Glasgow Coma Scale score, and intracranial pressure), hypertonic saline was associated with a two-fold faster resolution of intracranial hypertension than either fentanyl or pentobarbital. Fentanyl was significantly associated with the most frequent treatment failure. CONCLUSIONS: Intracranial pressure decreased after multiple drug administrations, but hypertonic saline may warrant consideration as the first-line drug for treating intracranial hypertension, as it was associated with the most favorable cerebral hemodynamics and fastest resolution of intracranial hypertension.


Asunto(s)
Antihipertensivos/uso terapéutico , Lesiones Traumáticas del Encéfalo/tratamiento farmacológico , Hipertensión Intracraneal/tratamiento farmacológico , Presión Intracraneal/efectos de los fármacos , Adolescente , Antihipertensivos/farmacología , Lesiones Traumáticas del Encéfalo/fisiopatología , Circulación Cerebrovascular/efectos de los fármacos , Niño , Preescolar , Relación Dosis-Respuesta a Droga , Femenino , Fentanilo/uso terapéutico , Escala de Coma de Glasgow , Humanos , Hipertensión Intracraneal/fisiopatología , Masculino , Manitol/uso terapéutico , Pentobarbital/uso terapéutico , Estudios Prospectivos , Solución Salina Hipertónica/uso terapéutico , Insuficiencia del Tratamiento
9.
J Neurophysiol ; 114(3): 1500-12, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-26133797

RESUMEN

A diversity of signals can be recorded with extracellular electrodes. It remains unclear whether different signal types convey similar or different information and whether they capture the same or different underlying neural phenomena. Some researchers focus on spiking activity, while others examine local field potentials, and still others posit that these are fundamentally the same signals. We examined the similarities and differences in the information contained in four signal types recorded simultaneously from multielectrode arrays implanted in primary motor cortex: well-isolated action potentials from putative single units, multiunit threshold crossings, and local field potentials (LFPs) at two distinct frequency bands. We quantified the tuning of these signal types to kinematic parameters of reaching movements. We found 1) threshold crossing activity is not a proxy for single-unit activity; 2) when examined on individual electrodes, threshold crossing activity more closely resembles LFP activity at frequencies between 100 and 300 Hz than it does single-unit activity; 3) when examined across multiple electrodes, threshold crossing activity and LFP integrate neural activity at different spatial scales; and 4) LFP power in the "beta band" (between 10 and 40 Hz) is a reliable indicator of movement onset but does not encode kinematic features on an instant-by-instant basis. These results show that the diverse signals recorded from extracellular electrodes provide somewhat distinct and complementary information. It may be that these signal types arise from biological phenomena that are partially distinct. These results also have practical implications for harnessing richer signals to improve brain-machine interface control.


Asunto(s)
Corteza Motora/fisiología , Destreza Motora , Potenciales de Acción , Animales , Fenómenos Biomecánicos , Macaca mulatta , Corteza Motora/citología , Neuronas/fisiología
10.
Neural Comput ; 27(9): 1825-56, 2015 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-26079746

RESUMEN

Noisy, high-dimensional time series observations can often be described by a set of low-dimensional latent variables. Commonly used methods to extract these latent variables typically assume instantaneous relationships between the latent and observed variables. In many physical systems, changes in the latent variables manifest as changes in the observed variables after time delays. Techniques that do not account for these delays can recover a larger number of latent variables than are present in the system, thereby making the latent representation more difficult to interpret. In this work, we introduce a novel probabilistic technique, time-delay gaussian-process factor analysis (TD-GPFA), that performs dimensionality reduction in the presence of a different time delay between each pair of latent and observed variables. We demonstrate how using a gaussian process to model the evolution of each latent variable allows us to tractably learn these delays over a continuous domain. Additionally, we show how TD-GPFA combines temporal smoothing and dimensionality reduction into a common probabilistic framework. We present an expectation/conditional maximization either (ECME) algorithm to learn the model parameters. Our simulations demonstrate that when time delays are present, TD-GPFA is able to correctly identify these delays and recover the latent space. We then applied TD-GPFA to the activity of tens of neurons recorded simultaneously in the macaque motor cortex during a reaching task. TD-GPFA is able to better describe the neural activity using a more parsimonious latent space than GPFA, a method that has been used to interpret motor cortex data but does not account for time delays. More broadly, TD-GPFA can help to unravel the mechanisms underlying high-dimensional time series data by taking into account physical delays in the system.


Asunto(s)
Algoritmos , Modelos Neurológicos , Corteza Motora/citología , Neuronas/fisiología , Potenciales de Acción/fisiología , Animales , Simulación por Computador , Macaca , Distribución Normal , Probabilidad , Factores de Tiempo
11.
Lancet ; 381(9866): 557-64, 2013 Feb 16.
Artículo en Inglés | MEDLINE | ID: mdl-23253623

RESUMEN

BACKGROUND: Paralysis or amputation of an arm results in the loss of the ability to orient the hand and grasp, manipulate, and carry objects, functions that are essential for activities of daily living. Brain-machine interfaces could provide a solution to restoring many of these lost functions. We therefore tested whether an individual with tetraplegia could rapidly achieve neurological control of a high-performance prosthetic limb using this type of an interface. METHODS: We implanted two 96-channel intracortical microelectrodes in the motor cortex of a 52-year-old individual with tetraplegia. Brain-machine-interface training was done for 13 weeks with the goal of controlling an anthropomorphic prosthetic limb with seven degrees of freedom (three-dimensional translation, three-dimensional orientation, one-dimensional grasping). The participant's ability to control the prosthetic limb was assessed with clinical measures of upper limb function. This study is registered with ClinicalTrials.gov, NCT01364480. FINDINGS: The participant was able to move the prosthetic limb freely in the three-dimensional workspace on the second day of training. After 13 weeks, robust seven-dimensional movements were performed routinely. Mean success rate on target-based reaching tasks was 91·6% (SD 4·4) versus median chance level 6·2% (95% CI 2·0-15·3). Improvements were seen in completion time (decreased from a mean of 148 s [SD 60] to 112 s [6]) and path efficiency (increased from 0·30 [0·04] to 0·38 [0·02]). The participant was also able to use the prosthetic limb to do skilful and coordinated reach and grasp movements that resulted in clinically significant gains in tests of upper limb function. No adverse events were reported. INTERPRETATION: With continued development of neuroprosthetic limbs, individuals with long-term paralysis could recover the natural and intuitive command signals for hand placement, orientation, and reaching, allowing them to perform activities of daily living. FUNDING: Defense Advanced Research Projects Agency, National Institutes of Health, Department of Veterans Affairs, and UPMC Rehabilitation Institute.


Asunto(s)
Miembros Artificiales , Interfaces Cerebro-Computador , Cuadriplejía/terapia , Brazo , Femenino , Fuerza de la Mano , Humanos , Microelectrodos , Persona de Mediana Edad , Desempeño Psicomotor
12.
bioRxiv ; 2024 May 14.
Artículo en Inglés | MEDLINE | ID: mdl-38798574

RESUMEN

When we speak, we not only make movements with our mouth, lips, and tongue, but we also hear the sound of our own voice. Thus, speech production in the brain involves not only controlling the movements we make, but also auditory and sensory feedback. Auditory responses are typically suppressed during speech production compared to perception, but how this manifests across space and time is unclear. Here we recorded intracranial EEG in seventeen pediatric, adolescent, and adult patients with medication-resistant epilepsy who performed a reading/listening task to investigate how other auditory responses are modulated during speech production. We identified onset and sustained responses to speech in bilateral auditory cortex, with a selective suppression of onset responses during speech production. Onset responses provide a temporal landmark during speech perception that is redundant with forward prediction during speech production. Phonological feature tuning in these "onset suppression" electrodes remained stable between perception and production. Notably, the posterior insula responded at sentence onset for both perception and production, suggesting a role in multisensory integration during feedback control.

13.
Curr Biol ; 34(7): 1519-1531.e4, 2024 04 08.
Artículo en Inglés | MEDLINE | ID: mdl-38531360

RESUMEN

How are we able to learn new behaviors without disrupting previously learned ones? To understand how the brain achieves this, we used a brain-computer interface (BCI) learning paradigm, which enables us to detect the presence of a memory of one behavior while performing another. We found that learning to use a new BCI map altered the neural activity that monkeys produced when they returned to using a familiar BCI map in a way that was specific to the learning experience. That is, learning left a "memory trace" in the primary motor cortex. This memory trace coexisted with proficient performance under the familiar map, primarily by altering neural activity in dimensions that did not impact behavior. Forming memory traces might be how the brain is able to provide for the joint learning of multiple behaviors without interference.


Asunto(s)
Interfaces Cerebro-Computador , Corteza Motora , Aprendizaje , Encéfalo , Mapeo Encefálico , Electroencefalografía
14.
medRxiv ; 2024 Apr 28.
Artículo en Inglés | MEDLINE | ID: mdl-38712177

RESUMEN

Intracortical microstimulation (ICMS) is a method for restoring sensation to people with paralysis as part of a bidirectional brain-computer interface to restore upper limb function. Evoking tactile sensations of the hand through ICMS requires precise targeting of implanted electrodes. Here we describe the presurgical imaging procedures used to generate functional maps of the hand area of the somatosensory cortex and subsequent planning that guided the implantation of intracortical microelectrode arrays. In five participants with cervical spinal cord injury, across two study locations, this procedure successfully enabled ICMS-evoked sensations localized to at least the first four digits of the hand. The imaging and planning procedures developed through this clinical trial provide a roadmap for other brain-computer interface studies to ensure successful placement of stimulation electrodes.

15.
Pediatr Crit Care Med ; 14(4): 403-12, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23439461

RESUMEN

OBJECTIVES: Pathological increases in asymmetric dimethylarginine, an endogenous nitric oxide synthase inhibitor, have been implicated in endothelial dysfunction and vascular diseases. Reduced nitric oxide early after traumatic brain injury may contribute to hypoperfusion. Currently, methods to quantify asymmetric dimethylarginine in the cerebrospinal fluid have not been fully explored. We aimed to develop and validate a method to determine asymmetric dimethylarginine in the cerebrospinal fluid of a pediatric traumatic brain injury population and to use this method to assess the effects of 1) traumatic brain injury and 2) therapeutic hypothermia on this mediator. DESIGN, SETTING, AND PATIENTS: An ancillary study to a prospective, phase II randomized clinical trial of early hypothermia in a tertiary care pediatric intensive care unit for children with Traumatic brain injury admitted to Children's Hospital of Pittsburgh. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: A UPLC-MS/MS method was developed and validated to quantitate asymmetric dimethylarginine. A total of 56 samples collected over 3 days with injury onset were analyzed from the cerebrospinal fluid of consented therapeutic hypothermia (n = 9) and normothermia (n = 10) children. Children undergoing diagnostic lumbar puncture (n = 5) were enrolled as controls. Asymmetric dimethylarginine was present at a quantifiable level in all samples. Mean asymmetric dimethylarginine levels were significantly increased in normothermic Traumatic brain injury children compared with that in control (0.19 ± 0.08 µmol/L and 0.11 ± 0.02 µmol/L, respectively, p = 0.01), and hypothermic children had significantly reduced mean asymmetric dimethylarginine levels (0.11 ± 0.05 µmol/L) vs. normothermic (p = 0.03) measured on day 3. Patient demographics including age, gender, and nitric oxide levels (measured as nitrite and nitrate using liquid chromatography coupled with Griess reaction) did not significantly differ between normothermia and hypothermia groups. Also, nitric oxide levels did not correlate with asymmetric dimethylarginine concentrations. CONCLUSIONS: Asymmetric dimethylarginine levels were significantly increased in the cerebrospinal fluid of traumatic brain injury children. Early hypothermia attenuated this increase. The implications of attenuated asymmetric dimethylarginine on nitric oxide synthases activity and regional cerebral blood flow after traumatic brain injury by therapeutic hypothermia deserve future study.


Asunto(s)
Arginina/análogos & derivados , Lesiones Encefálicas/líquido cefalorraquídeo , Lesiones Encefálicas/terapia , Hipotermia Inducida , Adolescente , Arginina/líquido cefalorraquídeo , Estudios de Casos y Controles , Líquido Cefalorraquídeo/química , Niño , Preescolar , Cromatografía Liquida , Femenino , Humanos , Lactante , Masculino , Nitratos/líquido cefalorraquídeo , Nitritos/líquido cefalorraquídeo , Espectrometría de Masas en Tándem
16.
J Pediatr ; 161(4): 716-722.e1, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-22578583

RESUMEN

OBJECTIVE: We sought to identify risk factors for mortality in a large clinical cohort of children with abusive head trauma. STUDY DESIGN: Bivariate analysis and multivariable logistic regression models identified demographic, physical examination, and radiologic findings associated with in-hospital mortality of children with abusive head trauma at 4 pediatric centers. An initial Glasgow Coma Scale (GCS) ≤ 8 defined severe abusive head trauma. Data are shown as OR (95% CI). RESULTS: Analysis included 386 children with abusive head trauma. Multivariable analysis showed children with initial GCS either 3 or 4-5 had increased mortality vs children with GCS 12-15 (OR = 57.8; 95% CI, 12.1-277.6 and OR = 15.6; 95% CI, 2.6-95.1, respectively, P < .001). Additionally, retinal hemorrhage (RH), intraparenchymal hemorrhage, and cerebral edema were independently associated with mortality. In the subgroup with severe abusive head trauma and RH (n = 117), cerebral edema and initial GCS of 3 or 4-5 were independently associated with mortality. Chronic subdural hematoma was independently associated with survival. CONCLUSIONS: Low initial GCS score, RH, intraparenchymal hemorrhage, and cerebral edema are independently associated with mortality in abusive head trauma. Knowledge of these risk factors may enable researchers and clinicians to improve the care of these vulnerable children.


Asunto(s)
Maltrato a los Niños/mortalidad , Traumatismos Craneocerebrales/mortalidad , Edema Encefálico/epidemiología , Niño , Femenino , Escala de Coma de Glasgow , Hematoma Subdural Crónico/epidemiología , Humanos , Modelos Logísticos , Masculino , Análisis Multivariante , Hemorragia Retiniana/epidemiología , Factores de Riesgo
17.
Dev Med Child Neurol ; 54(8): 759-64, 2012 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-22712762

RESUMEN

AIM: Dysautonomia after brain injury is a diagnosis based on fever, tachypnea, hypertension, tachycardia, diaphoresis, and/or dystonia. It occurs in 8 to 33% of adults with brain injury and is associated with poor outcome. We hypothesized that children with brain injury with dysautonomia have worse outcomes and prolonged rehabilitation, and sought to determine the prevalence of dysautonomia in children and to characterize its clinical features. METHOD: We developed a database of children (n = 249, 154 males, 95 females; mean [SD] age 11 years 10 months [5 y 7 mo]) with traumatic brain injury, cardiac arrest, stroke, infection of the central nervous system, or brain neoplasm admitted for rehabilitation to The Children's Institute of Pittsburgh between 2002 and 2009. Dysautonomia diagnosis, injury type, clinical signs, length of stay, and Functional Independence Measure for Children (WeeFIM) testing were extracted from medical records, and analysed for differences between groups with and without dysautonomia. RESULTS: Dysautonomia occurred in 13% of children with brain injury (95% confidence interval 9.3-18.0%), occurring in 10% after traumatic brain injury and 31% after cardiac arrest. The combination of hypertension, diaphoresis, and dystonia best predicted a diagnosis of dysautonomia (area under the curve = 0.92). Children with dysautonomia had longer stays, worse WeeFIM scores, and improved less on the score's motor component (all p ≤ 0.001). INTERPRETATION: Dysautonomia is common in children with brain injury and is associated with prolonged rehabilitation. Prospective study and standardized diagnostic approaches are needed to maximize outcomes.


Asunto(s)
Lesiones Encefálicas/complicaciones , Disautonomías Primarias/diagnóstico , Adolescente , Lesiones Encefálicas/rehabilitación , Niño , Femenino , Humanos , Masculino , Prevalencia , Disautonomías Primarias/etiología
18.
Pediatr Crit Care Med ; 13(1): 85-91, 2012 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-21499170

RESUMEN

OBJECTIVE: To determine the relationship between hyperglycemia and outcome in infants and children after severe traumatic brain injury. DESIGN: Retrospective review of a prospectively collected Pediatric Neurotrauma Registry. SETTING AND PATIENTS: Children admitted after severe traumatic brain injury (postresuscitation Glasgow Coma Scale ≤ 8) were studied (1999-2004). A subset of children (n = 28) were concurrently enrolled in a randomized, controlled clinical trial of early hypothermia for neuroprotection. INTERVENTIONS: Demographic data, serum glucose concentrations, and outcome assessments were collected. METHODS AND MAIN RESULTS: Children (n = 57) were treated with a standard traumatic brain injury protocol. Exogenous glucose was withheld for 48 hrs after injury unless hypoglycemia was observed (blood glucose <70 mg/dL). Early (first 48 hrs) and Late (49-168 hrs) time periods were defined and mean blood glucose concentrations were calculated. Additionally, children were categorized based on peak blood glucose concentrations during each time period (normal, blood glucose <150 mg/dL; mild hyperglycemia, blood glucose ≤ 200 mg/dL; severe hyperglycemia, blood glucose >200 mg/dL). In the Late period, an association between elevated mean serum glucose concentration and outcome was observed (133.5 ± 5.6 mg/dL in the unfavorable group vs. 115.4 ± 4.1 mg/dL in favorable group, p = .02). This association continued to be significant after correcting for injury severity, age, and exposure to insulin (p = .03). Similarly, in the Late period, children within the severe hyperglycemia group had decreased incidence of good outcome compared to children within the other glycemic groups (% good outcome: normal, 61.9%; mild hyperglycemia, 73.7%; severe hyperglycemia, 33.3%; p = .05). However, when adjusted for exposure to insulin, this relationship was no longer statistically significant. CONCLUSIONS: In children with severe traumatic brain injury, hyperglycemia beyond the initial 48 hrs is associated with poor outcome. This relationship was observed in both our analysis of mean blood glucose concentrations as well as among the patients with episodic severe hyperglycemia. This observation suggests a relationship between hyperglycemia and outcome from traumatic brain injury. However, only a prospective study can answer the important question of whether manipulating serum glucose concentration can improve outcome after traumatic brain injury in children.


Asunto(s)
Glucemia/análisis , Lesiones Encefálicas/mortalidad , Lesiones Encefálicas/terapia , Hiperglucemia/prevención & control , Lesiones Encefálicas/diagnóstico , Niño , Preescolar , Terapia Combinada , Femenino , Escala de Coma de Glasgow , Hospitales Pediátricos , Humanos , Puntaje de Gravedad del Traumatismo , Unidades de Cuidado Intensivo Pediátrico , Tiempo de Internación , Monitoreo Fisiológico/métodos , Pronóstico , Sistema de Registros , Estudios Retrospectivos , Medición de Riesgo , Análisis de Supervivencia , Resultado del Tratamiento
19.
World Neurosurg ; 167: e10-e18, 2022 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-35643406

RESUMEN

BACKGROUND: Ventriculoperitoneal shunt placement is the mainstay of treatment for hydrocephalus, but there are relatively high rates of malfunction. Shunt catheter entry can be performed anteriorly or posteriorly, with the body of evidence from randomized controlled trials and retrospective studies suggesting conflicting findings. METHODS: A systematic review of PubMed, Medline, Scopus, and Web of Science was performed adherent to PRISMA guidelines, searching for clinical studies examining outcomes for anterior or frontal and posterior or occipital ventriculoperitoneal shunt placement. A random-effects model meta-analysis was performed on R. RESULTS: Six studies (2 randomized controlled trials and 4 retrospective cohort studies) comprising 1808 patients were identified. There were no statistically significant differences between anterior and posterior ventriculoperitoneal shunt placement for the outcomes of poor catheter placement (odds ratio [OR], 0.74; P = 0.6) and shunt infections (OR, 1.01; P = 0.9). Posterior shunts trended toward greater number of shunt revisions (OR, 0.72; P = 0.06). Six and 12 months shunt survival was comparable between anterior and posterior approaches (P > 0.05). There were significant differences between long-term shunt survival (2 and 5 years shunt survival), favoring anterior shunt placement with greater odds of survival (OR, 1.91 and OR, 1.62, respectively; P < 0.05). CONCLUSIONS: We show that although anteriorly and posteriorly placed shunts have mostly comparable outcomes, shunt survival at 2-year and 5-year intervals favors anteriorly placed shunts. Additional well-designed clinical trials are needed to validate the findings of greater late shunt failure in posteriorly placed shunts, with more time-dependent statistical measures.


Asunto(s)
Hidrocefalia , Derivación Ventriculoperitoneal , Niño , Humanos , Estudios Retrospectivos , Derivaciones del Líquido Cefalorraquídeo , Catéteres , Reoperación , Hidrocefalia/cirugía , Ensayos Clínicos Controlados Aleatorios como Asunto
20.
J Neurosurg Pediatr ; 28(1): 50-53, 2021 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-34020419

RESUMEN

Laser interstitial thermal therapy (LITT) is increasingly used as a surgical option for the treatment of epilepsy. Placement of the laser fibers relies on stereotactic navigation with cranial fixation pins. In addition, the laser fiber is stabilized in the cranium during the ablation using a cranial bolt that assumes maturity of the skull. Therefore, younger infants (< 2 years of age) have traditionally not been considered as candidates for LITT. However, LITT is an appealing option for patients with familial epilepsy syndromes, such as tuberous sclerosis complex (TSC), due to the multiplicity of lesions and the likely need for multiple procedures. A 4-month-old infant with TSC presented with refractory focal seizures despite receiving escalating doses of 5 antiepileptic medications. Electrographic and clinical seizures occurred numerous times daily. Noninvasive evaluations, including MRI, magnetoencephalography, scalp EEG, and SPECT, localized the ictal onset to a left frontal cortical tuber in the premotor area. In this paper, the authors report a novel technique to overcome the challenges of performing LITT in an infant with an immature skull by repurposing the Navigus biopsy skull mount for stereotactic placement of a laser fiber using electromagnetic-based navigation. The patient underwent successful ablation of the tuber and remained seizure free 4 months postoperatively. To the authors' knowledge, this is the youngest reported patient to undergo LITT. A safe method is described to perform LITT in an infant using commonly available tools without dedicated instrumentation beyond standard stereotactic navigation, a biopsy platform, and the Visualase system.

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