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1.
Continuum (Minneap Minn) ; 30(3): 845-877, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38830073

RESUMO

OBJECTIVE: Neuro-oncologic emergencies have become more frequent as cancer remains one of the leading causes of death in the United States, second only to heart disease. This article highlights key aspects of epidemiology, diagnosis, and management of acute neurologic complications in primary central nervous system malignancies and systemic cancer, following three thematic classifications: (1) complications that are anatomically or intrinsically tumor-related, (2) complications that are tumor-mediated, and (3) complications that are treatment-related. LATEST DEVELOPMENTS: The main driver of mortality in patients with brain metastasis is systemic disease progression; however, intracranial hypertension, treatment-resistant seizures, and overall decline due to increased intracranial burden of disease are the main factors underlying neurologic-related deaths. Advances in the understanding of tumor-specific characteristics can better inform risk stratification of neurologic complications. Following standardized grading and management algorithms for neurotoxic syndromes related to newer immunologic therapies is paramount to achieving favorable outcomes. ESSENTIAL POINTS: Neuro-oncologic emergencies span the boundaries of subspecialties in neurology and require a broad understanding of neuroimmunology, neuronal hyperexcitability, CSF flow dynamics, intracranial compliance, and neuroanatomy.


Assuntos
Emergências , Feminino , Humanos , Masculino , Neoplasias Encefálicas/terapia , Neoplasias Encefálicas/complicações , Neoplasias do Sistema Nervoso Central/terapia , Neoplasias do Sistema Nervoso Central/diagnóstico , Doenças do Sistema Nervoso/terapia , Doenças do Sistema Nervoso/fisiopatologia , Doenças do Sistema Nervoso/diagnóstico , Doenças do Sistema Nervoso/etiologia , Adulto Jovem , Idoso
3.
Eur Spine J ; 32(11): 3868-3874, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37768336

RESUMO

PURPOSE: Predicting urinary retention is difficult. The aim of this study is to prospectively validate a previously developed model using machine learning techniques. METHODS: Patients were recruited from pre-operative clinic. Prediction of urinary retention was completed pre-operatively by 4 individuals and compared to ground truth POUR outcomes. Inter-rater reliability was calculated with intercorrelation coefficient (2,1). RESULTS: 171 patients were included with age 63 ± 14 years, 58.5% (100/171) male, BMI 30.4 ± 5.9 kg/m2, American Society of Anesthesiologists class 2.6 ± 0.5, 1.7 ± 1.0 levels, 56% (96/171) fusions. The observed rate of POUR was 25.7%. The model's performance was found to be 0.663 (0.567-0.759). With a regression model probability cutoff of 0.24 and a neural network cutoff of 0.23, the following predictive power was achieved: specificity 90.6%, sensitivity 22.7%, negative predictive value 77.2%, positive predictive value 45.5%, and accuracy 73.1%. Intercorrelation coefficient for the regression aspect of the model was found to be 0.889 and intercorrelation coefficient for the neural network aspect of the model was found to be 0.874. CONCLUSIONS: This prospective study confirms performance of the prediction model for POUR developed with retrospective data, showing great correlation. This supports the use of machine learning techniques in the prediction of postoperative complications such as urinary retention.


Assuntos
Retenção Urinária , Humanos , Masculino , Pessoa de Meia-Idade , Idoso , Estudos Retrospectivos , Estudos Prospectivos , Retenção Urinária/diagnóstico , Retenção Urinária/etiologia , Reprodutibilidade dos Testes , Complicações Pós-Operatórias/diagnóstico , Complicações Pós-Operatórias/etiologia , Aprendizado de Máquina
4.
Crit Care Explor ; 5(7): e0943, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37396931

RESUMO

Self-fulfilling prophecy bias occurs when a perceived prognosis leads to treatment decisions that inherently modify outcomes of a patient, and thus, overinflate the prediction performance of prognostic methods. The goal of this series of systematic reviews is to characterize the extent to which neuroprognostic studies account for the potential impact of self-fulfilling prophecy bias in their methodology by assessing their adequacy of disclosing factors relevant to this bias. Methods: Studies evaluating the prediction performance of neuroprognostic tools in cardiac arrest, malignant ischemic stroke, traumatic brain injury, subarachnoid hemorrhage, and spontaneous intracerebral hemorrhage will be identified through PubMed, Cochrane, and Embase database searches. Two reviewers blinded to each other's assessment will perform screening and data extraction of included studies using Distiller SR and following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We will abstract data pertinent to the methodology of the studies relevant to self-fulfilling prophecy bias. Results: We will conduct a descriptive analysis of the data. We will summarize the reporting of mortality according to timing and mode of death, rates of exposure to withdrawal of life-sustaining therapy, reasoning behind limitations of supportive care, systematic use of standardized neuroprognostication algorithms and whether the tool being investigated is part of such assessments, and blinding of treatment team to results of neuroprognostic test being evaluated. CONCLUSIONS: We will identify if neuroprognostic studies have been transparent in their methodology to factors that affect the self-fulfilling prophecy bias. Our results will serve as the foundation for standardization of neuroprognostic study methodologies by refining the quality of the data derived from such studies.

5.
J Neurointerv Surg ; 15(11): 1105-1110, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36456184

RESUMO

BACKGROUND: The pathophysiology of brain injury after aneurysmal subarachnoid hemorrhage (aSAH) remains incompletely understood. Cerebral venous flow patterns may be a marker of hemodynamic disruptions after aneurysm rupture. We hypothesized that a decrease in venous filling after aSAH would predict cerebral ischemia and poor outcome. OBJECTIVE: To examine the hypotheses that venous filling as measured by the cortical venous opacification score (COVES) would (1) decrease after aSAH and (2) that decreased COVES would be associated with higher rates of hydrocephalus, vasospasm, delayed cerebral iscemia (DCI), and poor functional evaluation at outcome. METHODS: In this retrospective observational cohort study of consecutive patients with aSAH admitted to our tertiary care center between 2016 and 2018, we measured the COVES at admission and at subsequent CT angiography (CTA). We collected clinical variables and compared hydrocephalus, vasospasm, DCI, and outcome at discharge in patients with decrease in COVES with patients with stable COVES. RESULTS: A total of 22 patients were included in the analysis. COVES decreased from first CTA to second CTA in 11 (50%) patients, by an average of 1.1 points (P=0.01). Patients whose COVES decreased between admission and follow-up imaging were more likely to develop DCI (58% vs 0%, P=0.03) and have a poor outcome at discharge (100% vs 55%, P=0.03) than patients who had no change in COVES. aSAH severity was not associated with initial COVES, and there was no association between change in COVES and development of hydrocephalus or vasospasm. CONCLUSIONS: Development of decreased venous filling on CTA is associated with poor outcome after aSAH. This association suggests that venous hemodynamics may be reflective of, or contribute to, the pathophysiological mechanisms of brain injury after aSAH. Larger prospective studies are necessary to substantiate our findings.

6.
Neurohospitalist ; 12(2): 366-370, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35419161

RESUMO

5 fluorouracil (5-FU)-related neurotoxicity is a rare and severe complication of 5-FU administration. Dihydropyrimidine dehydrogenase (DPD) deficiency is associated with an increased risk of serious adverse reactions due to its role in 5-FU metabolism. We report a case of acute reversible neurotoxicity with global areas of diffusion restriction in a patient with colorectal adenocarcinoma being treated with leucovorin calcium, 5-fluorouracil, and oxaliplatin (FOLFOX) without DPD deficiency following uridine triacetate administration.

7.
J Neurosurg Spine ; 36(1): 32-41, 2022 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-34507288

RESUMO

OBJECTIVE: Postoperative urinary retention (POUR) is a common complication after spine surgery and is associated with prolongation of hospital stay, increased hospital cost, increased rate of urinary tract infection, bladder overdistention, and autonomic dysregulation. POUR incidence following spine surgery ranges between 5.6% and 38%; no reliable prediction tool to identify those at higher risk is available, and that constitutes an important gap in the literature. The objective of this study was to develop and validate a preoperative risk model to predict the occurrence of POUR following routine elective spine surgery. METHODS: The authors conducted a retrospective chart review of consecutive adults who underwent lumbar spine surgery between June 1, 2017, and June 1, 2019. Patient characteristics, preexisting ICD-10 codes, preoperative pain and opioid use, preoperative alpha-1 blocker use, details of surgical planning, development of POUR, and management strategies were abstracted from electronic medical records. A binomial logistic model and a multilayer perceptron (MLP) were optimized using training and validation sets. The models' performance was then evaluated on model-naïve patients (not a part of either cohort). The models were then stacked to take advantage of each model's strengths and to avoid their weaknesses. Four additional models were developed from previously published models adjusted to include only relevant factors (i.e., factors known preoperatively and applied to the lumbar spine). RESULTS: Overall, 891 patients were included in the cohort, with a mean of 59.6 ± 15.5 years of age, 52.7% male, BMI 30.4 ± 6.4, American Society of Anesthesiologists class 2.8 ± 0.6, and a mean of 5.6 ± 5.7 comorbidities. The rate of POUR was found to be 25.9%. The two models were comparable, with an area under the curve (AUC) of 0.737 for the regression model and 0.735 for the neural network. By combining the two models, an AUC of 0.753 was achieved. With a regression model probability cutoff of 0.24 and a neural network cutoff of 0.23, maximal sensitivity and specificity were achieved, with specificity 68.2%, sensitivity 72.9%, negative predictive value 88.2%, and positive predictive value 43.4%. Both models individually outperformed previously published models (AUC 0.516-0.645) when applied to the current data set. CONCLUSIONS: This predictive model can be a powerful preoperative tool in predicting patients who will be likely to develop POUR. By using a combination of regression and neural network modeling, good sensitivity, specificity, and NPV are achieved.


Assuntos
Vértebras Lombares , Redes Neurais de Computação , Complicações Pós-Operatórias/etiologia , Análise de Regressão , Doenças da Coluna Vertebral/cirurgia , Retenção Urinária/etiologia , Adulto , Idoso , Feminino , Humanos , Aprendizado de Máquina , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Curva ROC , Reprodutibilidade dos Testes , Estudos Retrospectivos , Fatores de Risco
8.
Am J Hosp Palliat Care ; 38(11): 1342-1347, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33433236

RESUMO

BACKGROUND: End-of-life (EOL) supportive care, including palliative and hospice services, is an area of increasing importance in critical care. Neurointensivists face unique challenges in providing timely supportive care to terminally ill patients expected to expire in the NeuroICU. OBJECTIVE: This study explored the extent of effective utilization of, and recorded barriers to, palliative and hospice services in a dedicated 30-bed NeuroICU at a large academic medical center. DESIGN: A retrospective chart review of patients who expired in the NeuroICU was conducted. The timeline from patient admission to arrival of palliative care services was traced. Qualitative review of chart notes was used to identify barriers to provision of palliative services. SETTING: A total of 330 patients expired in the NeuroICU during the study period, including 176 from the neurology and 154 from the neurosurgical service. RESULTS: Across services, 146 expired patients were never referred to palliative care or hospice services. Of those referred, over one-third were referred more than 4 days past admission to the NeuroICU. On average, patients were referred with less than 1 day before expiration. Common barriers to referral for supportive services were documented (e.g., patient expected to expire, family declined service). CONCLUSIONS: Despite benefits of palliative care and an in-hospital hospice opportunity, we identified lack of referral, and particularly delays in referral to services as significant barriers. Our study highlights these as missed opportunities for patients and families to receive maximum benefits from these services. Future research should solidify triggers for EOL services in this setting.


Assuntos
Cuidados Paliativos na Terminalidade da Vida , Hospitais para Doentes Terminais , Assistência Terminal , Humanos , Cuidados Paliativos , Estudos Retrospectivos
9.
J Emerg Med ; 49(5): 679-85, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26279513

RESUMO

BACKGROUND: Patients with subdural hematomas (SDH) are frequently transferred to tertiary care centers. Although many prognostic factors, treatment strategies, and outcomes for convexity SDH have been reported, little is known about falcine and tentorial SDH. OBJECTIVES: To describe features and outcomes of isolated falcine and tentorial SDH. METHODS: We reviewed clinical/radiographic findings, treatment, length of stay (LOS), and outcome of adult patients transferred to a tertiary care center for acute SDH. Characteristics of patients with isolated falcine/tentorial SDH and outcomes (favorable [discharge to home/acute rehabilitation] vs. unfavorable [death/hospice/skilled nursing facility/long term care]) were assessed with univariate analyses. RESULTS: Of 210 patients with SDH, mean age was 69.5 years; 117 were male; 98 (47%) underwent surgical SDH evacuation. Twenty-seven patients had isolated falcine or tentorial SDH, with known traumatic etiology in 23. None of the falcine/tentorial SDH patients required surgery or intubation. Compared with convexity SDH, patients with falcine/tentorial SDH were younger (59.7 vs. 70.9 years, p = 0.01), had higher admission Glasgow Coma Scale scores at the referring (p = 0.01) and receiving facility (p = 0.004), and shorter median intensive care unit LOS (1 vs. 3, p < 0.0001). All patients (100%) with falcine/tentorial SDH had favorable outcome vs. 68% with convexity SDH (p = 0.0005). CONCLUSION: Isolated tentorial/falcine SDH without associated neurological deficits represent a benign entity among acute SDH, with no need for surgical intervention, short LOS, and favorable outcome. Our data indicate that for these patients, in the absence of complicating factors, transfer to a tertiary care center may not be routinely indicated.


Assuntos
Hematoma Subdural Agudo/diagnóstico por imagem , Hematoma Subdural Agudo/terapia , Transferência de Pacientes , Centros de Atenção Terciária , Idoso , Idoso de 80 Anos ou mais , Feminino , Escala de Coma de Glasgow , Humanos , Unidades de Terapia Intensiva , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Radiografia , Estudos Retrospectivos , Resultado do Tratamento
10.
Curr Treat Options Neurol ; 16(1): 275, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24363148

RESUMO

OPINION STATEMENT: Clinical presentation, neurologic condition, and imaging findings are the key components in establishing a treatment plan for acute SDH. Location and size of the SDH and presence of midline shift can rapidly be determined by computed tomography of the head. Immediate laboratory work up must include PT, PTT, INR, and platelet count. Presence of a coagulopathy or bleeding diathesis requires immediate reversal and treatment with the appropriate agent(s), in order to lessen the risk of hematoma expansion. Reversal protocols used are similar to those for intracerebral hemorrhage, with institutional variations. Immediate neurosurgical evaluation is sought in order to determine whether the SDH warrants surgical evacuation. Urgent or emergent surgical evacuation of a SDH is largely influenced by neurologic examination, imaging characteristics, and presence of mass effect or elevated intracranial pressure. Generally, evacuation of an acute SDH is recommended if the clot thickness exceeds 10 mm or the midline shift is greater than 5 mm, regardless of the neurologic condition. In patients with patients with an acute SDH with clot thickness <10 mm and midline shift <5 mm, specific considerations of neurologic findings and clinical circumstances will be of importance. In addition, consideration will be given as to whether an individual patient is likely to benefit from surgery. For an acute SDH, evacuation by craniotomy or craniectomy is preferred over burr holes based on available data. Postoperative care includes monitoring of resolution of pneumocephalus, mobilization and drain removal, and monitoring for signs of SDH reaccumulation. Medical considerations include seizure prophylaxis and management as well as management and resumption of antithrombotic and anticoagulant medication.

11.
J Emerg Med ; 41(6): e137-40, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-19022613

RESUMO

BACKGROUND: Initially described in 1926, spinal dural arteriovenous fistula remains diagnostically challenging. Presenting symptoms are often common complaints in general practice or the emergency department, such as leg weakness or numbness. One of the less recognized early features is that of sphincteric disturbance. OBJECTIVES: To elucidate the underappreciated early feature of urinary sphincter disturbance in spinal arteriovenous fistula. CASE REPORT: We report on 2 patients with early urinary symptoms that mimicked obstructive uropathy, both of whom sought medical attention on several occasions before the diagnosis was reached. The clinical and imaging findings of spinal dural fistula are discussed. CONCLUSION: Atypical presentations of bladder dysfunction in addition to other neurologic complaints in the appropriate patient population should prompt spinal imaging to exclude a spinal dural fistula. Timely diagnosis and treatment can prevent the progression of spinal cord edema to infarction with paraparesis, and permanent bladder and bowel dysfunction.


Assuntos
Malformações Vasculares do Sistema Nervoso Central/diagnóstico , Hiperplasia Prostática/diagnóstico , Doenças da Medula Espinal/diagnóstico , Idoso , Diagnóstico Diferencial , Humanos , Angiografia por Ressonância Magnética , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Incontinência Urinária/etiologia
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