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1.
World Neurosurg ; 157: e179-e187, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-34626845

RESUMEN

OBJECTIVE: Risk factors for mortality in patients with subdural hematoma (SDH) include poor Glasgow Coma Scale (GCS) score, pupil nonreactivity, and hemodynamic instability on presentation. Little is published regarding prognosticators of SDH in the elderly. This study aims to examine risk factors for hospital mortality and withdrawal of life-sustaining measures in an octogenarian population presenting with SDH. METHODS: A prospectively collected multicenter database of 3279 traumatic brain injury admissions to 45 different U.S. trauma centers between 2017 and 2019 was queried to identify patients aged >79 years old presenting with SDH. Factors collected included baseline demographic data, past medical history, antiplatelet/anticoagulant use, and clinical presentation (GCS, pupil reactivity, injury severity scale [ISS]). Primary outcome data included hospital mortality/discharge to hospice care and withdrawal of life-sustaining measures. Multivariate logistic regression analyses were used to identify factors independently associated with primary outcome variables. RESULTS: A total of 695 patients were isolated for analysis. Of the total cohort, the rate of hospital mortality or discharge to hospice care was 22% (n = 150) and the rate of withdrawal of life-sustaining measures was 10% (n = 66). A multivariate logistic regression model identified GCS <13, pupil nonreactivity, increasing ISS, intraventricular hemorrhage, and neurosurgical intervention as factors independently associated with hospital mortality/hospice. Congestive heart failure (CHF), hypotension, GCS <13, and neurosurgical intervention were independently associated with withdrawal of life-sustaining measures. CONCLUSIONS: Poor GCS, pupil nonreactivity, ISS, and intraventricular hemorrhage are independently associated with hospital mortality or discharge to hospice care in patients >80 years with SDH. Pre-existing CHF may further predict withdrawal of life-sustaining measures.


Asunto(s)
Hematoma Subdural/mortalidad , Mortalidad Hospitalaria/tendencias , Cuidados para Prolongación de la Vida/tendencias , Octogenarios , Alta del Paciente/tendencias , Privación de Tratamiento/tendencias , Anciano de 80 o más Años , Lesiones Traumáticas del Encéfalo/diagnóstico , Lesiones Traumáticas del Encéfalo/mortalidad , Lesiones Traumáticas del Encéfalo/terapia , Femenino , Escala de Coma de Glasgow/tendencias , Hematoma Subdural/diagnóstico , Hematoma Subdural/terapia , Humanos , Masculino , Valor Predictivo de las Pruebas , Estudios Prospectivos , Estudios Retrospectivos
2.
World Neurosurg ; 152: e118-e127, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34033962

RESUMEN

BACKGROUND: The neutrophil-to-lymphocyte ratio (NLR) is an independent predictor of clinical outcome of different diseases, such as acute ischemic stroke, intracerebral hemorrhage, malignant tumor, and traumatic brain injury. However, the prognostic value of NLR plus admission Glasgow Coma Scale score (NLR-GCS) is still unclear in patients with diffuse axonal injury (DAI). Therefore this study assessed the relationship between the NLR-GCS and 6-month outcome of DAI patients. METHODS: The clinical characteristics of DAI patients admitted to our department between January 2014 and January 2020 were retrospectively analyzed. The candidate risk factors were screened by using univariate analysis, and the independence of resultant risk factors was evaluated by the binary logistic regression analysis and least absolute shrinkage and selection operator regression analysis. The predictive value of NLR-GCS in an unfavorable outcome was assessed by the receiver operating characteristics curve analysis. RESULTS: A total of 93 DAI patients were included. Binary logistic regression analysis and least absolute shrinkage and selection operator regression analysis showed the level of NLR on admission was an independent risk factor of unfavorable outcomes in DAI patients. The ROC curve analysis showed that the predictive capacity of the combination of NLR and admission GCS score and combination of NLR and coma duration outperformed NLR, admission GCS score, and coma duration alone. CONCLUSIONS: The higher NLR level on admission is independently associated with unfavorable outcomes of DAI patients at 6 months. Furthermore, the combination of NLR and admission GCS score provides the superior predictive capacity to either NLR or GCS alone.


Asunto(s)
Lesión Axonal Difusa/sangre , Lesión Axonal Difusa/diagnóstico , Escala de Coma de Glasgow/tendencias , Linfocitos/metabolismo , Neutrófilos/metabolismo , Admisión del Paciente/tendencias , Adulto , Anciano , Lesión Axonal Difusa/terapia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Resultado del Tratamiento
3.
J Neurotrauma ; 38(8): 960-966, 2021 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-31382848

RESUMEN

Progression of intracranial hemorrhage (PICH) is a significant cause of secondary brain injury in patients with traumatic brain injury (TBI). Previous studies have implicated a variety of mediators that contribute to PICH. We hypothesized that patients with PICH would display either a hypocoagulable state, hyperfibrinolysis, or both. We conducted a prospective study of adult trauma patients with isolated TBI. Blood was obtained for routine coagulation assays, platelet count, fibrinogen, thrombelastography, markers of thrombin generation, and markers of fibrinolysis at admission and 6, 12, 24, and 48 h. Univariate analyses were performed to compare baseline characteristics between groups. Linear regression models were created, adjusting for baseline differences, to determine the relationship between individual assays and PICH. One hundred forty-one patients met entry criteria, of whom 71 had hemorrhage progression. Patients with PICH had a higher Injury Severity Score and Abbreviated Injury Scale score (head), a lower Glasgow Coma Scale score, and lower plasma sodium on admission. Patients with PICH had higher D-dimers on admission. After adjusting for baseline differences, elevated D-dimers remained significantly associated with PICH compared to patients without PICH at admission. Hypocoagulation was not significantly associated with PICH in these patients. The association between PICH and elevated D-dimers early after injury suggests that fibrinolytic activation may contribute to PICH in patients with TBI.


Asunto(s)
Lesiones Traumáticas del Encéfalo/sangre , Lesiones Traumáticas del Encéfalo/diagnóstico por imagen , Progresión de la Enfermedad , Fibrinólisis/fisiología , Hemorragias Intracraneales/sangre , Hemorragias Intracraneales/diagnóstico por imagen , Adulto , Anciano , Lesiones Traumáticas del Encéfalo/complicaciones , Femenino , Fibrinógeno/metabolismo , Escala de Coma de Glasgow/tendencias , Humanos , Hemorragias Intracraneales/etiología , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Tromboelastografía/tendencias
4.
J Neurotrauma ; 38(7): 928-939, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-33054545

RESUMEN

Traumatic brain injury (TBI) disproportionately affects low- and middle-income countries (LMICs). In these low-resource settings, effective triage of patients with TBI-including the decision of whether or not to perform neurosurgery-is critical in optimizing patient outcomes and healthcare resource utilization. Machine learning may allow for effective predictions of patient outcomes both with and without surgery. Data from patients with TBI was collected prospectively at Mulago National Referral Hospital in Kampala, Uganda, from 2016 to 2019. One linear and six non-linear machine learning models were designed to predict good versus poor outcome near hospital discharge and internally validated using nested five-fold cross-validation. The 13 predictors included clinical variables easily acquired on admission and whether or not the patient received surgery. Using an elastic-net regularized logistic regression model (GLMnet), with predictions calibrated using Platt scaling, the probability of poor outcome was calculated for each patient both with and without surgery (with the difference quantifying the "individual treatment effect," ITE). Relative ITE represents the percent reduction in chance of poor outcome, equaling this ITE divided by the probability of poor outcome with no surgery. Ultimately, 1766 patients were included. Areas under the receiver operating characteristic curve (AUROCs) ranged from 83.1% (single C5.0 ruleset) to 88.5% (random forest), with the GLMnet at 87.5%. The two variables promoting good outcomes in the GLMnet model were high Glasgow Coma Scale score and receiving surgery. For the subgroup not receiving surgery, the median relative ITE was 42.9% (interquartile range [IQR], 32.7% to 53.5%); similarly, in those receiving surgery, it was 43.2% (IQR, 32.9% to 54.3%). We provide the first machine learning-based model to predict TBI outcomes with and without surgery in LMICs, thus enabling more effective surgical decision making in the resource-limited setting. Predicted ITE similarity between surgical and non-surgical groups suggests that, currently, patients are not being chosen optimally for neurosurgical intervention. Our clinical decision aid has the potential to improve outcomes.


Asunto(s)
Lesiones Traumáticas del Encéfalo/economía , Lesiones Traumáticas del Encéfalo/cirugía , Recursos en Salud/economía , Aprendizaje Automático/economía , Procedimientos Neuroquirúrgicos/economía , Adolescente , Adulto , Lesiones Traumáticas del Encéfalo/epidemiología , Niño , Femenino , Escala de Coma de Glasgow/economía , Escala de Coma de Glasgow/tendencias , Recursos en Salud/tendencias , Humanos , Aprendizaje Automático/tendencias , Masculino , Persona de Mediana Edad , Procedimientos Neuroquirúrgicos/tendencias , Valor Predictivo de las Pruebas , Resultado del Tratamiento , Uganda/epidemiología , Adulto Joven
5.
Clin Neurol Neurosurg ; 200: 106302, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33092930

RESUMEN

PURPOSE: To develop and validate a model for identifying the risk factors of poor recovery in patients with aneurysmal subarachnoid hemorrhage (aSAH). METHODS: A prediction model was developed using training data obtained from 1577 aSAH patients from multiple centers. The patients were followed for 6 months on average and assessed using the modified Rankin Scale; patient information was collected with a prospective case report form. The least absolute shrinkage and selection operator regression were applied to optimize factor selection for the poor recovery risk model. Multivariable logistic regression, incorporating the factors selected in the previous step, was used for model predictions. Predictive ability and clinical effectiveness of the model were evaluated using C-index, receiver operating characteristic curve, and decision curve analysis. Internal validation was performed using the C-index, taking advantage of bootstrapping validation. RESULTS: The predictors included household income per capita, hypertension, smoking, migraine within a week before onset, Glasgow Coma Scale at admission, average blood pressure at admission, modified Fisher score at admission, treatment method, and complications. Our newly developed model made satisfactory predictions; it had a C-index of 0.796 and an area under the receiver operating characteristic curve of 0.784. The decision curve analysis showed that the poor recovery nomogram was of clinical benefit when an intervention was decided at a poor recovery threshold between 2% and 50%. Internal validation revealed a C-index of 0.760. CONCLUSION: Our findings indicate that the novel poor recovery nomogram may be conveniently used for risk prediction in aSAH patients. For patients with intracranial aneurysms, migraine needs to be vigilant. Quitting smoking and blood pressure management are also beneficial.


Asunto(s)
Manejo de la Enfermedad , Nomogramas , Recuperación de la Función/fisiología , Hemorragia Subaracnoidea/diagnóstico por imagen , Hemorragia Subaracnoidea/terapia , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Escala de Coma de Glasgow/tendencias , Humanos , Masculino , Persona de Mediana Edad , Trastornos Migrañosos/diagnóstico por imagen , Trastornos Migrañosos/terapia , Valor Predictivo de las Pruebas , Factores de Riesgo , Resultado del Tratamiento , Adulto Joven
8.
NeuroRehabilitation ; 47(2): 143-152, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32741786

RESUMEN

BACKGROUND: Traumatic Brain Injury (TBI) is characterized by a highly heterogenous profile in terms of pathophysiology, clinical presentation and outcome. OBJECTIVE: This is the first population study investigating the epidemiology and outcomes of moderate-to-severe TBI in Cyprus. Patients treated in the Intensive Care Unit (ICU) of Nicosia General Hospital, the only Level 1 Trauma Centre in the country, were recruited between January 2013 and December 2016. METHODS: This was an observational cohort study, using longitudinal methods and six-month follow-up. Patients (N = 203) diagnosed with TBI were classified by the Glasgow Coma Scale at the Emergency Department as moderate or severe. RESULTS: Compared to international multicentre studies, the current cohort demonstrates a different case mix that includes older age, more motor vehicle collisions and lower mortality rates. There was a significantly higher proportion of injured males. Females were significantly older than males. There were no sex differences in the type, severity or place of injury. Sex did not yield differences in mortality or outcomes or on injury indices predicting outcomes. In contrast, older age was a predictor of higher mortality rates and worse outcomes. CONCLUSION: Trends as described in the study emphasize the importance of continuous evaluation of TBI epidemiology and outcome in different countries.


Asunto(s)
Lesiones Traumáticas del Encéfalo/mortalidad , Lesiones Traumáticas del Encéfalo/terapia , Cuidados Críticos/tendencias , Vigilancia de la Población , Adulto , Anciano , Lesiones Traumáticas del Encéfalo/diagnóstico , Estudios de Cohortes , Chipre/epidemiología , Servicio de Urgencia en Hospital/tendencias , Femenino , Estudios de Seguimiento , Escala de Coma de Glasgow/tendencias , Humanos , Unidades de Cuidados Intensivos/tendencias , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Mortalidad/tendencias , Resultado del Tratamiento , Adulto Joven
9.
Medicine (Baltimore) ; 99(27): e21020, 2020 Jul 02.
Artículo en Inglés | MEDLINE | ID: mdl-32629724

RESUMEN

As a catabolic product of hemoglobin, bilirubin has been confirmed playing an important role in the development of various central nervous system disease. The aim of this study is to explore the correlation between serum bilirubin level and mortality in patients with traumatic brain injury (TBI).Patients admitted with traumatic brain injury (TBI) in our hospital between January 2015 and January 2018 were enrolled in this study. Clinical and laboratory data of 361 patients were retrospectively collected to explore the independent risk factors of mortality.The comparison of baseline characteristics showed that non-survivors had lower Glasgow Coma Scale (GCS) (P < .001) and higher level of serum total bilirubin (TBIL) (P < .001) and direct bilirubin (DBIL) (P < .001). We found that only GCS (P < .001), glucose (P < .001), lactate dehydrogenase (LDH) (P = .042) and DBIL (P = .005) were significant risk factors in multivariate logistic regression analysis. GCS and DBIL had comparable AUC value (0.778 vs 0.750, P > .05) on predicting mortality in TBI patients. The AUC value of the combination of GCS and DBIL is higher than the single value of these two factors (P < .05). Moreover, predictive model 1 consisted of GCS, glucose, LDH and DBIL had the highest AUC value of 0.894.DBIL is a significant risk factor of mortality in TBI patients. Assessing the level of DBIL is beneficial for physicians to evaluate severity and predict outcome for TBI patients.


Asunto(s)
Bilirrubina/sangre , Lesiones Traumáticas del Encéfalo/sangre , Lesiones Traumáticas del Encéfalo/mortalidad , Enfermedades del Sistema Nervioso Central/metabolismo , Adulto , Lesiones Traumáticas del Encéfalo/diagnóstico por imagen , Estudios de Casos y Controles , China/epidemiología , Femenino , Escala de Coma de Glasgow/tendencias , Humanos , L-Lactato Deshidrogenasa/metabolismo , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Factores de Riesgo , Índice de Severidad de la Enfermedad
10.
J Clin Neurosci ; 78: 121-127, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32593621

RESUMEN

Management of spontaneous cerebellar hemorrhage (SCH) has been scarcely reported, and controversies still exist regarding their surgical management. METHODS: We performed a retrospective review of the Rambam Medical Center registry. All cases with a SCH, operated or not, were reviewed. Basic patient parameters, clinical status on admission and imaging results, management and outcome measures were evaluated. Parameters were compared between the operated and unoperated groups, and assessed for their correlation to patient death within 12 months. When operated, patients underwent Suboccipital craniectomy (SOC), insertion of an external ventricular drain (EVD) or both. RESULTS: 57 patients were treated for SCH in the years 2005-2017. 20 patients (35.09%) died during their original admission. 16 were discharged in non-functional status. In total, 36 patients died within 12 months of their admission. Only 21 patients (36.84%) were alive one year after their bleed. The following parameters were correlated to death in the entire cohort: older age, larger hematoma size, hydrocephalus, brainstem compression by the bleed and outcome status. The unoperated patients were younger, and had a lower Glasgow Coma Scale (GCS) on admission. Death within 12 months occurred in 69.77% of the operated patients, but only 42.86% of the unoperated patients, p = 0.10. Unfavorable outcome was found in 36% of the unoperated group and 72% of the operated group, p = 0.024. CONCLUSION: SCH carries a grim prognosis in both operated and unoperated patients. Roughly one third of patients in our series died during their admission and another third were either vegetative or severely disabled on discharge.


Asunto(s)
Enfermedades Cerebelosas/diagnóstico , Enfermedades Cerebelosas/cirugía , Hemorragia Cerebral/diagnóstico , Hemorragia Cerebral/cirugía , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Enfermedades Cerebelosas/mortalidad , Hemorragia Cerebral/mortalidad , Estudios de Cohortes , Craneotomía/tendencias , Drenaje/tendencias , Femenino , Escala de Coma de Glasgow/tendencias , Humanos , Masculino , Persona de Mediana Edad , Evaluación de Resultado en la Atención de Salud , Pronóstico , Estudios Retrospectivos , Adulto Joven
11.
J Clin Neurosci ; 78: 273-276, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32402617

RESUMEN

Subdural hygroma (SDG) represents a common complication following decompressive craniectomy (DC). To our knowledge we present the first meta-analysis investigating the role of clinical and technical factors in the development of SDG after DC for traumatic brain injury. We further investigated the impact of SDG on the final prognosis of patients. The systematic review of the literature was done according to the PRISMA guidelines. Two different online medical databases (PubMed/Medline and Scopus) were screened. Four articles were included in this meta-analysis. Data regarding age, sex, trauma dynamic, Glasgow Coma Scale (GCS), pupil reactivity and CT scan findings on admission were collected for meta-analysis in order to evaluate the possible role in the SDG formation. Moreover we studied the possible impact of SDG on the outcome by evaluating the rate of patients dead at final follow-up and the Glasgow Outcome Scale (GOS) at final follow-up. Among the factors available for meta-analysis only the basal cistern involvement on CT scan was associated with the development of a SDG after DC (p < 0.001). Moreover, patients without SDG had a statistically significant better outcome compared with patients who developed SDG after DC in terms of GOS (p < 0.001). The rate of patients dead at follow-up was lower in the group of patients without SDH (8.25%) compared with patients who developed SDG (11.51%). SDG after DC is a serious complication affecting the prognosis of patients. Further studies are needed to define the role of some adjustable technical aspect of DC in preventing such a complication.


Asunto(s)
Lesiones Traumáticas del Encéfalo/diagnóstico por imagen , Lesiones Traumáticas del Encéfalo/cirugía , Craniectomía Descompresiva/efectos adversos , Craniectomía Descompresiva/tendencias , Complicaciones Posoperatorias/diagnóstico por imagen , Efusión Subdural/diagnóstico por imagen , Escala de Coma de Glasgow/tendencias , Escala de Consecuencias de Glasgow/tendencias , Humanos , Complicaciones Posoperatorias/etiología , Efusión Subdural/etiología , Tomografía Computarizada por Rayos X/tendencias
12.
J Neurotrauma ; 37(7): 1011-1019, 2020 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-31744382

RESUMEN

Nonlinear physiological signal features that reveal information content and causal flow have recently been shown to be predictors of mortality after severe traumatic brain injury (TBI). The extent to which these features interact together, and with traditional measures to describe patients in a clinically meaningful way remains unclear. In this study, we incorporated basic demographics (age and initial Glasgow Coma Scale [GCS]) with linear and non-linear signal information based features (approximate entropy [ApEn], and multivariate conditional Granger causality [GC]) to evaluate their relative contributions to mortality using cardio-cerebral monitoring data from 171 severe TBI patients admitted to a single neurocritical care center over a 10 year period. Beyond linear modelling, we employed a decision tree analysis approach to define a predictive hierarchy of features. We found ApEn (p = 0.009) and GC (p = 0.004) based features to be independent predictors of mortality at a time when mean intracranial pressure (ICP) was not. Our combined model with both signal information-based features performed the strongest (area under curve = 0.86 vs. 0.77 for linear features only). Although low "intracranial" complexity (ApEn-ICP) outranked both age and GCS as crucial drivers of mortality (fivefold increase in mortality where ApEn-ICP <1.56, 36.2% vs. 7.8%), decision tree analysis revealed clear subsets of patient populations using all three predictors. Patients with lower ApEn-ICP who were >60 years of age died, whereas those with higher ApEn-ICP and GCS ≥5 all survived. Yet, even with low initial intracranial complexity, as long as patients maintained robust GC and "extracranial" complexity (ApEn of mean arterial pressure), they all survived. Incorporating traditional linear and novel, non-linear signal information features, particularly in a framework such as decision trees, may provide better insight into "health" status. However, caution is required when interpreting these results in a clinical setting prior to external validation.


Asunto(s)
Lesiones Traumáticas del Encéfalo/diagnóstico por imagen , Lesiones Traumáticas del Encéfalo/mortalidad , Árboles de Decisión , Escala de Coma de Glasgow/tendencias , Adulto , Femenino , Humanos , Masculino , Persona de Mediana Edad , Mortalidad/tendencias , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Índices de Gravedad del Trauma , Adulto Joven
13.
World Neurosurg ; 127: e979-e985, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-30965165

RESUMEN

OBJECTIVES: To investigate the risk factors in the development of pneumonia and its impact on outcome after primary intraventricular hemorrhage (PIVH). METHODS: This is a single-center retrospective study including consecutive patients with PIVH admitted to West China Hospital from 2010 to 2016. Pneumonia was defined according to the modified Centers for Disease Control and Prevention criteria within 7 days after PIVH onset. Poor outcome (modified Rankin score ≥3) and mortality at discharge and at 90 days were analyzed. RESULTS: Among the included 174 patients, pneumonia occurred in 13 (7.5%) patients. Patients with pneumonia had lower Glasgow Coma Scale (GCS) score (P = 0.001) and greater Graeb score (P = 0.001) at admission, presented more often with acute hydrocephalus (P = 0.04) and greater rates with stroke history (P = 0.002), and harbored greater admission blood glucose (P = 0.01) and absolute neutrophil counts (P = 0.02). In a multivariable analysis, only GCS score and stroke history were independent predictors of pneumonia after PIVH. The patients with pneumonia had longer duration of hospital stay (P = 0.002) and poorer outcome (P = 0.02) at 90 days. However, after adjustment for confounders, pneumonia after PIVH was not an independent predictor of poor outcome at 90 days. CONCLUSIONS: GCS score and stroke history were independent predictors of pneumonia development after PIVH. Pneumonia after PIVH was associated with longer duration of hospital stay and poorer outcome at 90 days.


Asunto(s)
Hemorragia Cerebral/complicaciones , Hemorragia Cerebral/diagnóstico por imagen , Escala de Coma de Glasgow/tendencias , Tiempo de Internación/tendencias , Neumonía/diagnóstico por imagen , Neumonía/etiología , Adulto , Anciano , Ventrículos Cerebrales/diagnóstico por imagen , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Resultado del Tratamiento
14.
J Trauma Acute Care Surg ; 86(1): 92-96, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30312251

RESUMEN

BACKGROUND: Effective and sustainable pediatric trauma care requires systems of regionalization and interfacility transfer. Avoidable transfer, also known as secondary overtriage, occurs when a patient is transferred to a regional trauma center after initial evaluation at another facility that is capable of providing definitive care. The purpose of this study was to identify risk factors for avoidable transfer among pediatric trauma patients in southwest Florida. METHODS: All pediatric trauma patients 2 years and older transferred from outlying hospitals to the emergency department of a single state-designated pediatric trauma center between 2009 and 2017 were obtained from the institutional registry. Transfers were classified as avoidable if the patient suffered only minor injuries (International Classification of Diseases-9th Rev. Injury Severity Score > 0.9), did not require invasive procedures or intensive care unit monitoring, and was discharged within 48 hours. Demographics and injury characteristics were compared for avoidable and nonavoidable transfers. Logistic regression was used to estimate the independent effects of age, sex, insurance type, mechanism of injury, diagnosis, within region versus out-of-region residence, suspected nonaccidental trauma, and abnormal Glasgow Coma Scale score on the risk of avoidable transfer. RESULTS: A total of 3,876 transfer patients met inclusion criteria, of whom 1,628 (42%) were classified as avoidable. Among avoidable transfers, 29% had minor head injuries (isolated skull fractures, concussions, and mild traumatic brain injury not otherwise specified), and 58% received neurosurgery consultation. On multivariable analysis, the strongest risk factors for avoidable transfer were diagnoses of isolated skull fracture or concussion. Suspected nonaccidental trauma was predictive of nonavoidable transfer. CONCLUSION: Among injured children 2 years and older, those with minor head injuries were at greatest risk for avoidable transfer. Many were transferred because of a perceived need for evaluation by a pediatric neurosurgeon. Future projects seeking to reduce avoidable transfers should focus on children with isolated skull fractures and concussions, in whom there is no suspicion of nonaccidental trauma. LEVEL OF EVIDENCE: Therapeutic/care management, level IV.


Asunto(s)
Síndrome del Niño Maltratado/diagnóstico , Transferencia de Pacientes/estadística & datos numéricos , Centros Traumatológicos/organización & administración , Triaje/métodos , Síndrome del Niño Maltratado/epidemiología , Conmoción Encefálica/epidemiología , Niño , Preescolar , Traumatismos Craneocerebrales/epidemiología , Cuidados Críticos , Servicio de Urgencia en Hospital/estadística & datos numéricos , Femenino , Florida/epidemiología , Escala de Coma de Glasgow/tendencias , Humanos , Puntaje de Gravedad del Traumatismo , Masculino , Neurocirugia/estadística & datos numéricos , Alta del Paciente/estadística & datos numéricos , Transferencia de Pacientes/clasificación , Sistema de Registros , Factores de Riesgo , Fracturas Craneales/epidemiología , Triaje/tendencias
15.
World Neurosurg ; 118: e534-e542, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-30257306

RESUMEN

OBJECTIVE: To analyze serum levels of S100 calcium-binding protein B (S100B), neuron-specific enolase (NSE), and interleukin (IL)-6 in pediatric patients with traumatic brain injury (TBI) and to assess their relationship with clinical outcome. METHODS: To measure biomarkers, peripheral venous blood was collected within 6 hours and 1 week after TBI. Initial Glasgow Coma Scale (GCS) scores and Glasgow Outcome Scale scores 6 months after the trauma were used to evaluate clinical outcome. RESULTS: Median serum levels of S100B (178.12 pg/mL), NSE (16.54 ng/mL), and IL-6 (15.48 pg/mL) at admission decreased significantly 1 week after TBI to 40.86 pg/mL, 5.85 ng/mL, and 8.63 pg/mL. In the group with poor GCS scores, serum S100B and NSE levels both at admission and 1 week after TBI were significantly higher than levels in the group with good GCS scores. Serum S100B and NSE levels 1 week after injury in patients with unfavorable 6-month outcomes were significantly higher than levels 1 week after injury in patients with favorable outcomes. CONCLUSIONS: Serum levels of S100B, NSE, and IL-6 decreased 1 week after injury. Serum levels of S100B and NSE at admission were related to initial GCS scores, and these levels 1 week after TBI were related to 6-month Glasgow Outcome Scale scores. Thus, serial measurements of serum S100B and NSE, but not IL-6, may help assess brain damage and clinical outcome of pediatric patients with TBI.


Asunto(s)
Lesiones Traumáticas del Encéfalo/sangre , Lesiones Traumáticas del Encéfalo/diagnóstico , Interleucina-6/sangre , Fosfopiruvato Hidratasa/sangre , Subunidad beta de la Proteína de Unión al Calcio S100/sangre , Adolescente , Biomarcadores/sangre , Niño , Preescolar , Femenino , Escala de Coma de Glasgow/tendencias , Humanos , Masculino , Pronóstico , Estudios Prospectivos
16.
World Neurosurg ; 109: e707-e714, 2018 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-29061462

RESUMEN

OBJECTIVE: Chronic subdural hematoma (CSDH) is a commonly encountered neurosurgical pathology that frequently requires operative intervention. With an increasing ageing demographic, more elderly and comorbid patients will present with symptomatic CSDH. This study evaluated clinical and radiologic factors to create a scoring system to aid prognostication. METHODS: A cohort of patients undergoing evacuation of CSDH at a single institution was established from 2010 to 2015. Primary endpoint was a dichotomized score on a modified Rankin Scale score at 1-year follow-up (favorable outcome score 0-1; unfavorable outcome score 2-6). Logistic regression analyses were performed to model determinants related to outcome. A prediction rule for diagnosing poor postoperative prognosis with unfavorable modified Rankin Scale score was developed with the obtained results. RESULTS: Logistic regression analyses showed that age >75 years, midline shift >10 mm, and hematoma thickness >30 mm were significantly associated with unfavorable outcome (age >75 years: odds ratio [OR] 0.01, 95% confidence interval [CI] 0.001-0.01; midline shift 11-20 mm: OR 0.18, 95% CI 0.04-0.88; midline shift >20 mm: OR 0.03, 95% CI 0.002-0.41; hematoma thickness >30 mm: OR 0.07, 95% CI 0.01-0.46). A scoring system was designed using the final fitted multivariate model. A minimum score of 3 is feasible, indicating worst prognosis, and maximum score of 13 is feasible, indicating best prognosis. A score of ≥9 showed favorable outcome. Receiver operating characteristic curves were constructed to predict favorable versus unfavorable outcomes with the sensitivity analysis yielding an excellent model discrimination with an area under curve of 0.95, 95% CI 0.92-0.98. CONCLUSIONS: A scoring system has been devised to predict outcome, which can aid in the necessity of surgery in certain patient demographics.


Asunto(s)
Escala de Coma de Glasgow/tendencias , Hematoma Subdural Crónico/diagnóstico por imagen , Hematoma Subdural Crónico/cirugía , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Pronóstico , Estudios Retrospectivos
17.
J Neurotrauma ; 34(2): 341-352, 2017 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-27356857

RESUMEN

Clinical outcome after traumatic diffuse axonal injury (DAI) is difficult to predict. In this study, three magnetic resonance imaging (MRI) sequences were used to quantify the anatomical distribution of lesions, to grade DAI according to the Adams grading system, and to evaluate the value of lesion localization in combination with clinical prognostic factors to improve outcome prediction. Thirty patients (mean 31.2 years ±14.3 standard deviation) with severe DAI (Glasgow Motor Score [GMS] <6) examined with MRI within 1 week post-injury were included. Diffusion-weighted (DW), T2*-weighted gradient echo and susceptibility-weighted (SWI) sequences were used. Extended Glasgow outcome score was assessed after 6 months. Number of DW lesions in the thalamus, basal ganglia, and internal capsule and number of SWI lesions in the mesencephalon correlated significantly with outcome in univariate analysis. Age, GMS at admission, GMS at discharge, and low proportion of good monitoring time with cerebral perfusion pressure <60 mm Hg correlated significantly with outcome in univariate analysis. Multivariate analysis revealed an independent relation with poor outcome for age (p = 0.005) and lesions in the mesencephalic region corresponding to substantia nigra and tegmentum on SWI (p = 0.008). We conclude that higher age and lesions in substantia nigra and mesencephalic tegmentum indicate poor long-term outcome in DAI. We propose an extended MRI classification system based on four stages (stage I-hemispheric lesions, stage II-corpus callosum lesions, stage III-brainstem lesions, and stage IV-substantia nigra or mesencephalic tegmentum lesions); all are subdivided by age (≥/<30 years).


Asunto(s)
Hemorragia Cerebral/diagnóstico por imagen , Lesión Axonal Difusa/diagnóstico por imagen , Imagen por Resonancia Magnética/tendencias , Sustancia Negra/diagnóstico por imagen , Tegmento Mesencefálico/diagnóstico por imagen , Adolescente , Adulto , Hemorragia Cerebral/clasificación , Hemorragia Cerebral/epidemiología , Lesión Axonal Difusa/clasificación , Lesión Axonal Difusa/epidemiología , Femenino , Escala de Coma de Glasgow/tendencias , Humanos , Imagen por Resonancia Magnética/clasificación , Masculino , Persona de Mediana Edad , Factores de Tiempo , Tomografía Computarizada por Rayos X/clasificación , Tomografía Computarizada por Rayos X/tendencias , Resultado del Tratamiento , Adulto Joven
18.
J Neurotrauma ; 34(1): 121-127, 2017 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-26913374

RESUMEN

Severe traumatic brain injuries (TBI) are associated with a high rate of mortality and disability. Transcranial Doppler (TCD) sonography permits a noninvasive measurement of cerebral blood flow. The purpose of this study is to determine the usefulness of TCD in patients with severe TBI. TCD was performed, from April 2008 to April 2013, on 255 patients with severe TBI, defined as a Glasgow Coma Scale score of ≤8 on admission. TCD was performed on hospital days 1, 2, 3, and 7. Hypoperfusion was defined by having two out of three of the following: 1) mean velocity (Vm) of the middle cerebral artery <35 cm/sec, 2) diastolic velocity (Vd) of the middle cerebral artery <20 cm/sec, or 3) pulsatility index (PI) of >1.4. Vasospasm was defined by the following: Vm of the middle cerebral artery >120 cm/sec and/or a Lindegaard index (LI) >3. One hundred fourteen (45%) had normal measurements. Of these, 92 (80.7%) had a good outcome, 6 (5.3%) had moderate disability, and 16 (14%) died, 4 from brain death. Seventy-two patients (28%) had hypoperfusion and 71 (98.6%) died, 65 from brain death, and 1 patient survived with moderate disability. Sixty-nine patients (27%) had vasospasm, 31 (44.9%) had a good outcome, 16 (23.2%) had severe disability, and 22 (31.9%) died, 13 from brain death. The vasospasm was detected on hospital day 1 in 8 patients, on day 2 in 23 patients, on day 3 in 22 patients, and on day 7 in 16 patients. Patients with normal measurements can be expected to survive. Patients with hypoperfusion have a poor prognosis. Patients with vasospasm have a high incidence of mortality and severe disability. TCD is useful in determining early prognosis.


Asunto(s)
Lesiones Traumáticas del Encéfalo/diagnóstico por imagen , Lesiones Traumáticas del Encéfalo/fisiopatología , Índice de Severidad de la Enfermedad , Ultrasonografía Doppler Transcraneal/estadística & datos numéricos , Ultrasonografía Doppler Transcraneal/tendencias , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Lesiones Traumáticas del Encéfalo/epidemiología , Circulación Cerebrovascular/fisiología , Femenino , Estudios de Seguimiento , Escala de Coma de Glasgow/tendencias , Hospitalización/tendencias , Humanos , Masculino , Persona de Mediana Edad , Vasoespasmo Intracraneal/diagnóstico por imagen , Vasoespasmo Intracraneal/epidemiología , Vasoespasmo Intracraneal/fisiopatología , Adulto Joven
19.
Neurosurg Focus ; 41(5): E8, 2016 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-27798981

RESUMEN

OBJECTIVE The incidence of posttraumatic ventriculomegaly (PTV) and shunt-dependent hydrocephalus after nonaccidental head trauma (NAHT) is unknown. In the present study, the authors assessed the timing of PTV development, the relationship between PTV and decompressive craniectomy (DC), and whether PTV necessitated placement of a permanent shunt. Also, NAHT/PTV cases were categorized into a temporal profile of delay in admission and evaluated for association with outcomes at discharge. METHODS The authors retrospectively reviewed the cases of patients diagnosed with NAHT throughout a 10-year period. Cases in which sequential CT scans had been obtained (n = 28) were evaluated for Evans' index to determine the earliest time ventricular dilation was observed. Discharge outcomes were assessed using the King's Outcome Scale for Childhood Head Injury score. RESULTS Thirty-nine percent (11 of 28) of the patients developed PTV. A low admission Glasgow Coma Scale (GCS) score predicted early PTV presentation (within < 3 days) versus a high GCS score (> 1 week). A majority of PTV/NAHT patients presented with a subdural hematoma (both convexity and interhemispheric) and ischemic stroke, but subarachnoid hemorrhage was significantly associated with PTV/NAHT (p = 0.011). Of 6 patients undergoing a DC for intractable intracranial pressure, 4 (67%) developed PTV (p = 0.0366). These patients tended to present with lower GCS scores and develop ventriculomegaly early. Only 2 patients developed hydrocephalus requiring shunt placement. CONCLUSIONS PTV presents early after NAHT, particularly after a DC has been performed. However, the authors found that only a few PTV/NAHT patients developed shunt-dependent hydrocephalus.


Asunto(s)
Traumatismos Craneocerebrales/complicaciones , Traumatismos Craneocerebrales/diagnóstico , Hidrocefalia/diagnóstico , Hidrocefalia/etiología , Niño , Estudios de Cohortes , Femenino , Escala de Coma de Glasgow/tendencias , Humanos , Masculino , Estudios Retrospectivos
20.
Crit Care ; 20(1): 148, 2016 Jun 21.
Artículo en Inglés | MEDLINE | ID: mdl-27323708

RESUMEN

Traditionally seen as a sudden, brutal event with short-term impairment, traumatic brain injury (TBI) may cause persistent, sometimes life-long, consequences. While mortality after TBI has been reduced, a high proportion of severe TBI survivors require prolonged rehabilitation and may suffer long-term physical, cognitive, and psychological disorders. Additionally, chronic consequences have been identified not only after severe TBI but also in a proportion of cases previously classified as moderate or mild. This burden affects the daily life of survivors and their families; it also has relevant social and economic costs.Outcome evaluation is difficult for several reasons: co-existing extra-cranial injuries (spinal cord damage, for instance) may affect independence and quality of life outside the pure TBI effects; scales may not capture subtle, but important, changes; co-operation from patients may be impossible in the most severe cases. Several instruments have been developed for capturing specific aspects, from generic health status to specific cognitive functions. Even simple instruments, however, have demonstrated variable inter-rater agreement.The possible links between structural traumatic brain damage and functional impairment have been explored both experimentally and in the clinical setting with advanced neuro-imaging techniques. We briefly report on some fundamental findings, which may also offer potential targets for future therapies.Better understanding of damage mechanisms and new approaches to neuroprotection-restoration may offer better outcomes for the millions of survivors of TBI.


Asunto(s)
Lesiones Traumáticas del Encéfalo/complicaciones , Lesiones Traumáticas del Encéfalo/fisiopatología , Evaluación del Resultado de la Atención al Paciente , Calidad de Vida/psicología , Lesiones Traumáticas del Encéfalo/mortalidad , Cognición/fisiología , Escala de Coma de Glasgow/tendencias , Escala de Consecuencias de Glasgow/tendencias , Humanos
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