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1.
Pediatr Neurosurg ; 59(1): 14-19, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-37980900

RESUMEN

BACKGROUND/OBJECTIVE: Several studies describe traumatic head injuries caused by ceiling fans in Australia, the Middle East, and Malaysia. Some injuries required neurosurgical intervention, especially those caused by metallic ceiling fans. This study describes traumatic head injuries caused by ceiling fans at a single pediatric level 1 trauma center in the Southern USA. METHODS: Medical records were retrospectively reviewed for patients under 18 years of age who presented with a traumatic injury to the head from a ceiling fan from January 1, 2008, through December 31, 2021. The cohort of patients meeting all inclusion criteria was identified by querying multiple free-text fields derived from the electronic medical record, followed by a manual record review. RESULTS: Of 60 children treated for traumatic head injury from a ceiling fan, the median age was 5.7 years and 53% were female. Laceration was the most common injury (80%), followed by scalp swelling/hematoma (20%), contusion (8%), and skull fracture (7%). Two patients (3%) with intracranial hemorrhage and fracture underwent neurosurgery. One neurosurgical case involved a metal ceiling fan and the other involved an outdoor ceiling fan. Nearly half of the injuries involved bunk or loft beds (47%) and young children were often injured while being lifted up by a caregiver (18%). CONCLUSION: Although most pediatric traumatic head injuries from ceiling fans resulted in minor injuries, our center saw a similar proportion of cases with skull fractures to what has been reported in Australia (5%). The effects of fan construction and blade material on the severity of head injury may warrant further study. Understanding the most common mechanisms for these injuries may guide injury prevention efforts.


Asunto(s)
Lesiones Traumáticas del Encéfalo , Traumatismos Craneocerebrales , Fracturas Craneales , Niño , Humanos , Femenino , Estados Unidos/epidemiología , Adolescente , Preescolar , Masculino , Estudios Retrospectivos , Centros Traumatológicos , Traumatismos Craneocerebrales/complicaciones , Fracturas Craneales/cirugía , Hemorragias Intracraneales , Lesiones Traumáticas del Encéfalo/epidemiología , Lesiones Traumáticas del Encéfalo/cirugía
2.
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
3.
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
4.
Exp Eye Res ; 213: 108809, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34736887

RESUMEN

Intracranial pressure (ICP) has been proposed to play an important role in the sensitivity to intraocular pressure (IOP) and susceptibility to glaucoma. However, the in vivo effects of simultaneous, controlled, acute variations in ICP and IOP have not been directly measured. We quantified the deformations of the anterior lamina cribrosa (ALC) and scleral canal at Bruch's membrane opening (BMO) under acute elevation of IOP and/or ICP. Four eyes of three adult monkeys were imaged in vivo with OCT under four pressure conditions: IOP and ICP either at baseline or elevated. The BMO and ALC were reconstructed from manual delineations. From these, we determined canal area at the BMO (BMO area), BMO aspect ratio and planarity, and ALC median depth relative to the BMO plane. To better account for the pressure effects on the imaging, we also measured ALC visibility as a percent of the BMO area. Further, ALC depths were analyzed only in regions where the ALC was visible in all pressure conditions. Bootstrap sampling was used to obtain mean estimates and confidence intervals, which were then used to test for significant effects of IOP and ICP, independently and in interaction. Response to pressure manipulation was highly individualized between eyes, with significant changes detected in a majority of the parameters. Significant interactions between ICP and IOP occurred in all measures, except ALC visibility. On average, ICP elevation expanded BMO area by 0.17 mm2 at baseline IOP, and contracted BMO area by 0.02 mm2 at high IOP. ICP elevation decreased ALC depth by 10 µm at baseline IOP, but increased depth by 7 µm at high IOP. ALC visibility decreased as ICP increased, both at baseline (-10%) and high IOP (-17%). IOP elevation expanded BMO area by 0.04 mm2 at baseline ICP, and contracted BMO area by 0.09 mm2 at high ICP. On average, IOP elevation caused the ALC to displace 3.3 µm anteriorly at baseline ICP, and 22 µm posteriorly at high ICP. ALC visibility improved as IOP increased, both at baseline (5%) and high ICP (8%). In summary, changing IOP or ICP significantly deformed both the scleral canal and the lamina of the monkey ONH, regardless of the other pressure level. There were significant interactions between the effects of IOP and those of ICP on LC depth, BMO area, aspect ratio and planarity. On most eyes, elevating both pressures by the same amount did not cancel out the effects. Altogether our results show that ICP affects sensitivity to IOP, and thus that it can potentially also affect susceptibility to glaucoma.


Asunto(s)
Hipertensión Intracraneal/fisiopatología , Presión Intracraneal/fisiología , Presión Intraocular/fisiología , Hipertensión Ocular/fisiopatología , Disco Óptico/fisiopatología , Animales , Presión Sanguínea/fisiología , Lámina Basal de la Coroides/fisiopatología , Modelos Animales de Enfermedad , Frecuencia Cardíaca/fisiología , Imagenología Tridimensional , Hipertensión Intracraneal/diagnóstico por imagen , Macaca mulatta , Hipertensión Ocular/diagnóstico por imagen , Disco Óptico/diagnóstico por imagen , Esclerótica/fisiopatología , Tomografía de Coherencia Óptica , Tonometría Ocular
5.
Pediatr Crit Care Med ; 22(11): 960-968, 2021 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-34038066

RESUMEN

OBJECTIVES: To define the clinical characteristics of hospitalized children with moderate traumatic brain injury and identify factors associated with deterioration to severe traumatic brain injury. DESIGN: Retrospective cohort study. SETTING: Tertiary Children's Hospital with Level 1 Trauma Center designation. PATIENTS: Inpatient children less than 18 years old with an International Classification of Diseases code for traumatic brain injury and an admission Glasgow Coma Scale score of 9-13. MEASUREMENTS AND RESULTS: We queried the National Trauma Data Bank for our institutional data and identified 177 patients with moderate traumatic brain injury from 2010 to 2017. These patients were then linked to the electronic health record to obtain baseline and injury characteristics, laboratory data, serial Glasgow Coma Scale scores, CT findings, and neurocritical care interventions. Clinical deterioration was defined as greater than or equal to 2 recorded values of Glasgow Coma Scale scores less than or equal to 8 during the first 48 hours of hospitalization. Thirty-seven patients experienced deterioration. Children who deteriorated were more likely to require intubation (73% vs 26%), have generalized edema, subdural hematoma, or contusion on CT scan (30% vs 8%, 57% vs 37%, 35% vs 16%, respectively), receive hypertonic saline (38% vs 7%), undergo intracranial pressure monitoring (24% vs 0%), were more likely to be transferred to inpatient rehabilitation following hospital discharge (32% vs 5%), and incur greater costs of care ($25,568 vs $10,724) (all p < 0.01). There was no mortality in this cohort. Multivariable regression demonstrated that a higher Injury Severity Score, a higher initial international normalized ratio, and a lower admission Glasgow Coma Scale score were associated with deterioration to severe traumatic brain injury in the first 48 hours (p < 0.05 for all). CONCLUSIONS: A substantial subset of children (21%) presenting with moderate traumatic brain injury at a Level 1 pediatric trauma center experienced deterioration in the first 48 hours, requiring additional resource utilization associated with increased cost of care. Deterioration was independently associated with an increased international normalized ratio higher Injury Severity Score, and a lower admission Glasgow Coma Scale score.


Asunto(s)
Lesiones Traumáticas del Encéfalo , Deterioro Clínico , Adolescente , Lesiones Traumáticas del Encéfalo/diagnóstico , Lesiones Traumáticas del Encéfalo/terapia , Niño , Escala de Coma de Glasgow , Humanos , Estudios Retrospectivos , Resultado del Tratamiento
6.
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
7.
Childs Nerv Syst ; 36(9): 2099-2102, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32100079

RESUMEN

Esthesioneuroblastomas are uncommon tumors in pediatric patients and are typically treated with multimodal therapy. Changes in gross tumor quality and character in response to adjuvant treatment have not been clearly reported. We report the case of a 15-year-old female with a diagnosis of Kadish stage C esthesioneuroblastoma who was treated with neoadjuvant chemotherapy and surgical resection. The patient's tumor demonstrated cytoreduction after chemotherapy but also was found to have calcified. A combined trans-frontal sinus craniotomy with endoscopic endonasal resection was performed and resulted in negative margins and good clinical outcome.


Asunto(s)
Estesioneuroblastoma Olfatorio , Neoplasias Nasales , Adolescente , Endoscopía , Estesioneuroblastoma Olfatorio/diagnóstico por imagen , Estesioneuroblastoma Olfatorio/tratamiento farmacológico , Estesioneuroblastoma Olfatorio/cirugía , Femenino , Humanos , Cavidad Nasal/diagnóstico por imagen , Cavidad Nasal/cirugía , Neoplasias Nasales/diagnóstico por imagen , Neoplasias Nasales/tratamiento farmacológico , Neoplasias Nasales/cirugía , Estudios Retrospectivos , Resultado del Tratamiento
8.
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
9.
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
11.
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
12.
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
13.
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
14.
Pediatr Radiol ; 46(4): 519-26, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26589303

RESUMEN

BACKGROUND: Abusive head trauma (AHT) is an important cause of morbidity in infants. Identifying which well-appearing infants are at risk for AHT and need neuroimaging is challenging, and concern about radiation exposure limits the use of head CT. Availability of an MRI protocol that is highly sensitive for intracranial hemorrhage would allow for AHT screening of well-appearing infants without exposing them to radiation. OBJECTIVE: To develop a screening MRI protocol to identify intracranial hemorrhage in well-appearing infants at risk for AHT. MATERIALS AND METHODS: Infants enrolled in a parent study of well-appearing infants at increased risk for AHT were eligible for the current study if they underwent both head CT and conventional brain MRI. A derivation cohort of nine infants with AHT was used to identify sequences that provided the highest sensitivity for intracranial hemorrhage. A validation cohort of 78 infants including both controls with normal neuroimaging and cases with AHT was used to evaluate the accuracy of the selected sequences. RESULTS: Three pulse sequences - axial T2, axial gradient recalled echo (GRE) and coronal T1-W inversion recovery - were 100% sensitive for intracranial hemorrhage in the derivation cohort. The same sequences were 100% sensitive (25/25) and 83% specific (44/53) for intracranial hemorrhage in the validation cohort. CONCLUSION: A screening MRI protocol including axial T2, axial GRE and coronal T1-W inversion recovery sequences is highly sensitive for intracranial hemorrhage and may be useful as a screening tool to differentiate well-appearing infants at risk for AHT who should undergo head CT from those who can safely be discharged without head CT. Additional research is needed to evaluate the feasibility of this approach in clinical practice.


Asunto(s)
Algoritmos , Maltrato a los Niños/diagnóstico , Traumatismos Craneocerebrales/diagnóstico por imagen , Aumento de la Imagen/métodos , Imagen por Resonancia Magnética/métodos , Tamizaje Masivo/métodos , Femenino , Humanos , Lactante , Recién Nacido , Masculino , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Estados Unidos
15.
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
16.
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
17.
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
18.
J Clin Neurophysiol ; 2024 Jun 27.
Artículo en Inglés | MEDLINE | ID: mdl-38935279

RESUMEN

INTRODUCTION: Between 20 and 40% of patients with epilepsy are considered pharmacoresistant. Stereoelectroencephalography (sEEG) is frequently used as an invasive method for localizing seizures in patients with pharmacoresistant epilepsy who are surgical candidates; however, electrode nomenclature varies widely across institutions. This lack of standardization can have many downstream consequences, including difficulty with intercenter or intracenter interpretation, communication, and reliability. METHODS: The authors propose a novel sEEG nomenclature that is both intuitive and comprehensive. Considerations include clear/precise entry and target anatomical locations, laterality, distinction of superficial and deep structures, functional mapping, and relative labeling of electrodes in close proximity if needed. Special consideration was also given to electrodes approximating radiographically distinct lesions. The accuracy of electrode identification and the use of correct entry-target labels were assessed by neurosurgeons and epileptologists, not directly involved in each case. RESULTS: The authors' nomenclature was used in 41 consecutive sEEG cases (497 electrodes total) within their institution. After reconstruction was complete, the accuracy of electrode identification was 100%, and the correct use of entry-target labels was 98%. The last 30 sEEG cases had 100% correct use of entry-target labels. CONCLUSIONS: The proposed sEEG nomenclature demonstrated both high accuracy in electrode identification and consistent use of entry-target labeling. The authors submit this nomenclature as a model for standardization across epilepsy surgery centers. They intend to improve practicability, ease of use, and specificity of this nomenclature through collaboration with other surgical epilepsy centers.

19.
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.

20.
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
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