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1.
Acta Neurochir (Wien) ; 165(1): 27-37, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36271161

RESUMO

BACKGROUND: Entrustable professional activities (EPAs) represent an assessment framework with an increased focus on competency-based assessment. Originally developed and adopted for undergraduate medical education, concerns over resident ability to practice effectively after graduation have led to its implementation in residency training but yet not in vascular neurosurgery. Subjective assessment of resident or fellow performance can be problematic, and thus, we aim to define core EPAs for neurosurgical vascular training. METHODS: We used a nominal group technique in a multistep interaction between a team of experienced neurovascular specialists and a medical educator to identify relevant EPAs. Panel members provided feedback on the EPAs until they reached consent. RESULTS: The process produced seven core procedural EPAs for vascular residency and fellowship training, non-complex aneurysm surgery, complex aneurysm surgery, bypass surgery, arteriovenous malformation resection, spinal dural fistula surgery, perioperative management, and clinical decision-making. CONCLUSION: These seven EPAs for vascular neurosurgical training may support and guide the neurosurgical society in the development and implementation of EPAs as an evaluation tool and incorporate entrustment decisions in their training programs.


Assuntos
Aneurisma , Internato e Residência , Neurocirurgia , Humanos , Educação Baseada em Competências/métodos , Microcirurgia , Competência Clínica
2.
Br J Neurosurg ; 37(1): 12-19, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32990044

RESUMO

BACKGROUND: Surgery of single cerebral metastases is standard but frequently fails to achieve local tumour control. Reliable predictors for local tumour progression and overall survival are unknown. MRI-based apparent diffusion coefficients (ADC) correlate with tumour cellularity and invasion. The present study analysed a potential relation between the MRI based apparent diffusion coefficients local recurrence and outcome in patients with brain metastases. METHODS: A retrospective analysis was performed for patients with cerebral metastases and complete surgical resection evaluated by an early postoperative MRI < 72h. Minimal ADC and mean ADC were assessed in preoperative 1,5T-MRI scans by placing regions of interests in the tumour and the peritumoural tissue. RESULTS: Analysis of the relation between ADC values, local progression and outcome was performed in 86 patients with a mean age of 59 years (range 33-83 years). Primary site was NSCLC in 37.2% of all cases. Despite complete resection 33.7% of all patients suffered from local in-brain-progression. There were no significant differences in ADC values in groups based on histology. In the present cohort, the mean ADCmin and the mean ADCmean within the metastasis did not differ significantly between patients with and without a later local in-brain progression (634 × 10-6 vs. 661 × 10-6 mm2/s and 1324 × 10-6 vs. 1361 × 10-6 mm2/s; 1100 × 10-6 vs. 1054 × 10-6 mm2/s; each p > 0.05). Mean ADC values did not correlate significantly with PFS and OAS. CONCLUSION: In the present study analysed ADC values had no significant impact on local in brain progression and survival parameters.


Assuntos
Neoplasias Encefálicas , Neoplasias Supratentoriais , Humanos , Adulto , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Estudos Retrospectivos , Imagem de Difusão por Ressonância Magnética , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/cirurgia , Neoplasias Encefálicas/secundário
3.
Neurosurg Rev ; 45(5): 3119-3138, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35902427

RESUMO

In 1999 a visionary short article by The Wall Street Journal writers Robert Langreth and Michael Waldholz popularized the new term "personalized medicine," that is to say, the targeting of drugs to each unique genetic profile. From today's perspective, targeted approaches have clearly found the widest use in the antineoplastic domain. The current review was initiated to review the progress that has been made regarding the treatment of patients with advanced cancer and brain metastases. PubMed was searched for the terms brain metastasis, brain metastases, or metastatic brain in the Title/Abstract. Selection was limited to randomized controlled trial (RCT) and publication date January 2010 to February 2022. Following visual review, 51 papers on metastatic lung cancer, 12 on metastatic breast cancer, and 9 on malignant melanoma were retained and underwent full analysis. Information was extracted from the papers giving specific numbers for intracranial response rate and/or overall survival. Since most pharmacological trials on advanced cancers excluded patients with brain metastases and since hardly any information on adjuvant radiotherapy and radiosurgery is available from the pharmacological trials, precise assessment of the effect of targeted medication for the subgroups with brain metastases is difficult. Some quantitative information regarding the success of targeted pharmacological therapy is only available for patients with breast and lung cancer and melanoma. Overall, targeted approaches approximately doubled the lifespan in the subgroups of brain metastases from tumors with targetable surface receptors such as anaplastic lymphoma kinase (ALK) fusion receptor in non-small cell lung cancer or human epidermal growth factor receptor 2 (HER2)-positive breast cancer. For these types, overall survival in the situation of brain metastases is now more than a year. For receptor-negative lung cancer and melanoma, introduction of immune checkpoint blockers brought a substantial advance, although overall survival for melanoma metastasized to the brain appears to remain in the range of 6 to 9 months. The outlook for small cell lung cancer metastasized to the brain apparently remains poor. The introduction of targeted therapy roughly doubled survival times of advanced cancers including those metastasized to the brain, but so far, targeted therapy does not differ essentially from chemotherapy, therefore also facing tumors developing escape mechanisms. With the improved perspective of patients suffering from brain metastases, it becomes important to further optimize treatment of this specific patient group within the framework of randomized trials.


Assuntos
Antineoplásicos , Neoplasias Encefálicas , Neoplasias da Mama , Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Melanoma , Quinase do Linfoma Anaplásico/metabolismo , Antineoplásicos/uso terapêutico , Encéfalo/patologia , Neoplasias Encefálicas/tratamento farmacológico , Neoplasias Encefálicas/genética , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/patologia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma Pulmonar de Células não Pequenas/patologia , Feminino , Humanos , Inibidores de Checkpoint Imunológico , Neoplasias Pulmonares/induzido quimicamente , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/patologia , Melanoma/tratamento farmacológico
4.
Acta Neurochir Suppl ; 134: 263-268, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34862550

RESUMO

Predictive analytics are increasingly reported by clinicians. These tools aim to improve patient outcomes in terms of quality, safety, and efficiency. However, deploying predictive analytics in clinical practice remains challenging today. We highlight several advantages and disadvantages of the application of predictive analytics in clinical practice. To flourish and reach its potential, predictive analytics need data that is of adequate quantity and quality, ideally tailored to clinical scenarios in equipoise regarding optimal management. Adequate reporting of predictive analytic tools is incumbent for uptake into clinical workflows. At least for now, the clinicians' knowledge, experience, and vigilance remain imperative for applying predictive analytics in clinical practice.

5.
Acta Neurochir (Wien) ; 164(3): 811-821, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35138488

RESUMO

PURPOSE: Intravenous and intra-arterial milrinone as a rescue measure for delayed cerebral ischemia (DCI) after subarachnoid hemorrhage (SAH) has been adopted by several groups, but so far, evidence for the clinical benefit is unclear and effect on brain perfusion is unknown. The aim of the actual analysis was to define cerebral hemodynamic effects and outcome of intravenous milrinone plus norepinephrine supplemented by intra-arterial nimodipine as a rescue strategy for DCI following aneurysmal SAH. METHODS: Of 176 patients with aneurysmal SAH treated at our neurosurgical department between April 2016 and March 2021, 98 suffered from DCI and were submitted to rescue therapy. For the current analysis, characteristics of these patients and clinical response to rescue therapy were correlated with hemodynamic parameters, as assessed by CT angiography (CTA) and perfusion CT. Time to peak (TTP) delay in the ischemic focus and the volume with a TTP delay of more than 4 s (T4 volume) were used as hemodynamic parameters. RESULTS: The median delay to neurological deterioration following SAH was 5 days. Perfusion CT at that time showed median T4 volumes of 40 cc and mean focal TTP delays of 2.5 ± 2.1 s in these patients. Following rescue therapy, median T4 volume decreased to 10 cc and mean focal TTP delay to 1.7 ± 1.9 s. Seventeen patients (17% of patients with DCI) underwent additional intra-arterial spasmolysis using nimodipine. Visible resolution of macroscopic vasospasm on CTA was observed in 43% patients with DCI and verified vasospasm on CTA, including those managed with additional intra-arterial spasmolysis. Initial WFNS grade, occurrence of secondary infarction, ischemic volumes and TTP delays at the time of decline, the time to clinical decline, and the necessity for additional intra-arterial spasmolysis were identified as the most important features determining neurological outcome at 6 months. CONCLUSION: The current analysis shows that cerebral perfusion in the setting of secondary cerebral ischemia following SAH is measurably improved by milrinone and norepinephrine-based hyperdynamic therapy. A long-term clinical benefit by the addition of milrinone appears likely. Separation of the direct effect of milrinone from the effect of induced hypertension is not possible based on the present dataset.


Assuntos
Isquemia Encefálica , Hipertensão , Hemorragia Subaracnóidea , Vasoespasmo Intracraniano , Isquemia Encefálica/tratamento farmacológico , Infarto Cerebral , Hemodinâmica , Humanos , Hipertensão/tratamento farmacológico , Milrinona/uso terapêutico , Nimodipina/uso terapêutico , Norepinefrina/uso terapêutico , Hemorragia Subaracnóidea/complicações , Hemorragia Subaracnóidea/tratamento farmacológico , Hemorragia Subaracnóidea/cirurgia , Vasodilatadores , Vasoespasmo Intracraniano/diagnóstico por imagem , Vasoespasmo Intracraniano/tratamento farmacológico , Vasoespasmo Intracraniano/etiologia
6.
Acta Neurol Scand ; 143(5): 497-508, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33188523

RESUMO

OBJECTIVES: Lennox-Gastaut syndrome (LGS) is among the most severe epileptic and developmental encephalopathies. A meta-analysis was performed to evaluate the effectiveness of adjunctive vagus nerve stimulation (VNS Therapy) in patients with LGS. MATERIALS & METHODS: PubMed database was queried (January 1997 to September 2018) to identify publications reporting on the efficacy of VNS Therapy in patients with LGS, with or without safety findings. Primary endpoint of the meta-analysis was the proportion of responders (≥50% reduction in seizure frequency). Random-effects analysis was used to calculate weighted mean estimates and confidence intervals. Heterogeneity was evaluated by statistical tests including I2 . RESULTS: Of 2752 citations reviewed, 17 articles (480 patients) were eligible including 10 retrospective studies and seven prospective studies. A random-effects model produced a pooled proportion of 54% (95% confidence intervals [CI]: 45%, 64%) of patients with LGS who responded to adjunctive VNS Therapy (p for heterogeneity <0.001, I2 =72.9%). Per an exploratory analysis, the calculated incidence of serious adverse events associated with VNS Therapy was 9% (95% CI: 5%, 14%); the rate was higher than in long-term efficacy studies of heterogeneous cohorts with drug-resistant epilepsy and likely attributed to variable definitions of serious adverse events across studies. CONCLUSIONS: The meta-analysis of 480 patients with LGS suggests that 54% of patients responded to adjunctive VNS Therapy and that the treatment option was safe and well-tolerated. The response in patients with LGS was comparable to heterogeneous drug-resistant epilepsy populations. A clinical and surgical overview has been included to facilitate the use of VNS in LGS.


Assuntos
Síndrome de Lennox-Gastaut/terapia , Estimulação do Nervo Vago/métodos , Criança , Feminino , Humanos , Masculino , Estudos Retrospectivos , Resultado do Tratamento
7.
Neurosurg Rev ; 44(6): 3165-3175, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33837504

RESUMO

Considerable progress has been made over the past years to better understand the genetic nature and pathophysiology of brain AVM. For the actual review, a PubMed search was carried out regarding the embryology, inflammation, advanced imaging, and fluid dynamical modeling of brain AVM. Whole-genome sequencing clarified the genetic origin of sporadic and familial AVM to a large degree, although some open questions remain. Advanced MRI and DSA techniques allow for better segmentation of feeding arteries, nidus, and draining veins, as well as the deduction of hemodynamic parameters such as flow and pressure in the individual AVM compartments. Nonetheless, complete modeling of the intranidal flow structure by computed fluid dynamics (CFD) is not possible so far. Substantial progress has been made towards understanding the embryology of brain AVM. In contrast to arterial aneurysms, complete modeling of the intranidal flow and a thorough understanding of the mechanical properties of the AVM nidus are still lacking at the present time.


Assuntos
Malformações Arteriovenosas Intracranianas , Encéfalo , Hemodinâmica , Humanos , Hidrodinâmica
8.
Neurosurg Rev ; 44(1): 273-278, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32056026

RESUMO

The cerebellum is historically implicated in motor coordination, but accumulating modern evidence indicates involvement in non-motor domains, including cognition, emotion, and language. This correlates with the symptoms observed in postoperative cerebellar mutism syndrome (CMS). Profound knowledge of cerebellar functional topography and tractography is important when approaching cerebellar tumors, as surgical trauma to relevant structures of cerebellar pathways plays a role in the pathogenesis of CMS. The aim of this systematic review is to provide a concise overview of relevant modern neuroimaging data and cerebellar functional tracts with regard to neurosurgical procedures.


Assuntos
Cerebelo/anatomia & histologia , Cerebelo/cirurgia , Vias Neurais/anatomia & histologia , Vias Neurais/cirurgia , Neurocirurgiões , Procedimentos Neurocirúrgicos/métodos , Cerebelo/diagnóstico por imagem , Humanos , Vias Neurais/diagnóstico por imagem , Neuroimagem
9.
Br J Neurosurg ; 35(6): 736-742, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31407920

RESUMO

OBJECTIVE: Vaccination therapy using tumour antigen-loaded, autologous dendritic cells (DC) is a promising therapeutic approach alongside standard treatment for glioblastoma (GBM). However, reliable diagnostic criteria regarding therapy monitoring are not established. Here, we analysed the impact of additional 18F-fluoroethyl-tyrosine positron emission tomography (18F-FET PET) imaging following DC vaccination therapy. METHODS: We analysed data of GBM patients who received DC vaccination therapy. Following MRI diagnosis of tumour recurrence, additional static and dynamic 18F-FET PET imaging was performed. Vaccination was performed five times by intradermal injections, either weekly between concomitant radio/-chemotherapy and intermittent chemotherapy or after tumour recurrence, before re-radiation therapy. MRI and 18F-FET PET results were compared and correlated with clinical data. RESULTS: Between 2003 and 2016, 5 patients were identified who received DC vaccination and 18F-FET PET imaging (1 female/4 males; mean age: 44 ± 14 y). 3/5 patients showed congruent results of tumour progression. In three patients 18F-FET PET indicated treatment related changes, which was in contrast to MRI findings that indicated tumour progression. In these patients 18F-FET PET results could be confirmed by either neuropathological diagnosis or according to the RANO criteria. CONCLUSIONS: Despite the small patients number our results indicate an additional impact of 18F-FET PET for monitoring outcome following vaccination therapy.


Assuntos
Neoplasias Encefálicas , Glioblastoma , Adulto , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/terapia , Células Dendríticas , Feminino , Glioblastoma/diagnóstico por imagem , Glioblastoma/terapia , Humanos , Imunoterapia , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/diagnóstico por imagem , Recidiva Local de Neoplasia/terapia , Tomografia por Emissão de Pósitrons , Tirosina , Vacinação
10.
Neurosurg Rev ; 43(2): 633-642, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30877481

RESUMO

Currently, there is no known time frame when the patients are the most responsive during awake craniotomy. The aim of this work is therefore to determine when the patient has the shortest reaction time and so to extrapolate the optimal time window for cortical mapping. In this analytic observational study, our group has recorded the reaction times of 35 patients undergoing an awake craniotomy and compared them with the preoperative baseline. The operations were performed according to a "sleep-awake-awake" protocol. Data collection was performed in parallel with standard methods for evaluation of language and cognitive functions. The preoperative reaction times of our patient cohort (average ± SD = 510 ± 124 ms) were significantly shorter than those measured during the operation 786 ± 280 ms, p < .001. A one-factor ANOVA within subjects showed a significant increase in reaction times; p < .001. Post hoc comparisons on a Bonferroni-corrected α-error level of .05 showed significant differences between the reaction speed during the 0-10 min time frame and the preoperative baseline, as well as the intraoperative reaction times during the 20-30 min, 30-40 min, and the t > 40 min time frames. In conclusion, measurement of intraoperative reaction speed seems to be a technically feasible method that is well tolerated by the patients. The intraoperative reaction speed performance was shown to be significantly slower than on the day before the operation. The patients seem to be the slowest directly after extubation and gradually wake up during the awake phase. The poorest wakefulness is demonstrated during the first 20 min after extubation.


Assuntos
Mapeamento Encefálico , Neoplasias Encefálicas/cirurgia , Córtex Cerebral/fisiologia , Craniotomia , Tempo de Reação/fisiologia , Vigília/fisiologia , Adulto , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/fisiopatologia , Feminino , Humanos , Idioma , Masculino , Pessoa de Meia-Idade , Monitorização Intraoperatória
11.
Mol Cell Neurosci ; 96: 35-46, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30877033

RESUMO

Elevated levels of unbound unconjugated bilirubin (UCB) can lead to bilirubin encephalopathy and kernicterus. In spite of a large number of studies demonstrating UCB-induced changes in central neurotransmission, it is still unclear whether these effects involve alterations in the function of specific ion channels. To assess how different UCB concentrations and UCB:albumin (U/A) molar ratios affect neuronal R-type voltage-gated Ca2+ channels, we evaluated their effects on whole-cell currents through recombinant Cav2.3 + ß3 channel complexes and ex-vivo electroretinograms (ERGs) from wildtype and Cav2.3-deficient mice. Our findings show that modestly elevated levels of unbound UCB (U/A = 0.5) produce subtle but significant changes in the voltage-dependence of activation and prepulse inactivation, resulting in a stimulation of currents activated by weak depolarization and inhibition at potentials on the plateau of the activation curve. Saturation of the albumin binding capacity (U/A = 1) produced additional suppression that became significant when albumin was omitted completely and might involve a complete loss of channel function. Acutely administered UCB (U/A = 0.5) has recently been shown to affect transsynaptic signaling in the isolated vertebrate retina. The present report reveals that sustained exposure of the murine retina to UCB significantly suppresses also late responses of the inner retina (b-wave) from wildtype compared to Cav2.3-deficient mice. In addition, recovery during washout was significantly more complete and faster in retinae lacking Cav2.3 channels. Together, these findings show that UCB affects cloned and native Cav2.3 channels at clinically relevant U/A molar ratios and indicate that supersaturation of albumin is not required for modulation but associated with a loss of channel functional that could contribute to chronic neuronal dysfunction.


Assuntos
Bilirrubina/farmacologia , Canais de Cálcio Tipo R/metabolismo , Proteínas de Transporte de Cátions/metabolismo , Retina/efeitos dos fármacos , Potenciais de Ação , Animais , Bilirrubina/toxicidade , Células HEK293 , Humanos , Masculino , Camundongos , Retina/metabolismo , Retina/fisiologia
12.
Acta Neurochir Suppl ; 127: 155-160, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31407077

RESUMO

INTRODUCTION: There is still controversial discussion of the value of transcranial Doppler (TCD) in predicting vasospasms in patients with aneurysmal SAH (aSAH). A newer method of predicting a delayed ischemic deficit (DCI) is CT perfusion (CTP), although it is not quite understood which kind of perfusion deficit is detected by this method since it seems to also identifying microcirculatory disturbances. We compared the TCD and CTP values with angiography and evaluated TCD and CTP changes before and after patients received intra-arterial spasmolytic therapy. MATERIAL AND METHODS: Retrospective analysis of TCD, CTP, and angiographies of N = 77 patients treated from 2013 to 2016. In 38 patients intra-arterial spasmolysis had been performed, and in these cases TCD and CTP data were compared before and after lysis. Thirty-nine patients had a pathological CTP but no angiographically seen vasospasm. RESULTS: There was no correlation between the known thresholds of mean transit time (MTT) in CTP and vasospasm or with mean velocities in TCD and vasospasm. After spasmolysis in patients with vasospasms, only the MTT showed significant improvement, whereas TCD velocities and Lindegaard index remained unaffected. CONCLUSION: TCD and CTP seem to identify different pathological entities of DCI and should be used supplementary in order to identify as many patients as possible with vasospasms after aSAH.


Assuntos
Isquemia Encefálica , Hemorragia Subaracnóidea , Vasoespasmo Intracraniano , Isquemia Encefálica/diagnóstico por imagem , Angiografia Cerebral , Humanos , Microcirculação , Estudos Retrospectivos , Hemorragia Subaracnóidea/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Vasoespasmo Intracraniano/diagnóstico por imagem
13.
Acta Neurochir (Wien) ; 162(1): 187-195, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31760531

RESUMO

BACKGROUND: Reported data regarding the relation between the incidence of spontaneous subarachnoid hemorrhage (SAH) and weather conditions are conflicting and do so far not allow prognostic models. METHODS: Admissions for spontaneous SAH (ICD I60.*) 2009-2018 were retrieved form our hospital data base. Historical meteorological data for the nearest meteorological station, Düsseldorf Airport, was retrieved from the archive of the Deutsche Wetterdienst (DWD). Airport is in the center of our catchment area with a diameter of approximately 100 km. Pearson correlation matrix between mean daily meteorological variables and the daily admissions of one or more patients with subarachnoid hemorrhage was calculated and further analysis was done using deep learning algorithms. RESULTS: For the 10-year period from January 1, 2009 until December 31, 2018, a total of 1569 patients with SAH were admitted. No SAH was admitted on 2400 days (65.7%), 1 SAH on 979 days (26.7%), 2 cases on 233 days (6.4%), 3 SAH on 37 days (1.0%), 4 in 2 days (0.05%), and 5 cases on 1 day (0.03%). Pearson correlation matrix suggested a weak positive correlation of admissions for SAH with precipitation on the previous day and weak inverse relations with the actual mean daily temperature and the temperature change from the previous days, and weak inverse correlations with barometric pressure on the index day and the day before. Clustering with admission of multiple SAH on a given day followed a Poisson distribution and was therefore coincidental. The deep learning algorithms achieved an area under curve (AUC) score of approximately 52%. The small difference from 50% appears to reflect the size of the meteorological impact. CONCLUSION: Although in our data set a weak correlation of the probability to admit one or more cases of SAH with meteorological conditions was present during the analyzed time period, no helpful prognostic model could be deduced with current state machine learning methods. The meteorological influence on the admission of SAH appeared to be in the range of only a few percent compared with random or unknown factors.


Assuntos
Hospitalização/estatística & dados numéricos , Aprendizado de Máquina , Conceitos Meteorológicos , Hemorragia Subaracnóidea/epidemiologia , Adulto , Idoso , Feminino , Alemanha , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos
14.
J Stroke Cerebrovasc Dis ; 29(9): 105042, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32807454

RESUMO

BACKGROUND: Text mining with automatic extraction of key features is gaining increasing importance in science and particularly medicine due to the rapidly increasing number of publications. OBJECTIVES: Here we evaluate the current potential of sentiment analysis and machine learning to extract the importance of the reported results and conclusions of randomized trials on stroke. METHODS: PubMed abstracts of 200 recent reports of randomized trials were reviewed and manually classified according to the estimated importance of the studies. Importance of the papers was classified as "game changer", "suggestive", "maybe" "negative result". Algorithmic sentiment analysis was subsequently used on both the "Results" and the "Conclusions" paragraphs, resulting in a numerical output for polarity and subjectivity. The result of the human assessment was then compared to polarity and subjectivity. In addition, a neural network using the Keras platform built on Tensorflow and Python was trained to map the "Results" and "Conclusions" to the dichotomized human assessment (1: "game changer" or "suggestive"; 0:"maybe" or "negative", or no results reported). 120 abstracts were used as the training set and 80 as the test set. RESULTS: 9 out of the 200 reports were classified manually as "game changer", 40 as "suggestive", 73 as "maybe" and 32 and "negative"; 46 abstracts did not contain any results. Polarity was generally higher for the "Conclusions" than for the "Results". Polarity was highest for the "Conclusions" classified as "suggestive". Subjectivity was also higher in the classes "suggestive" and "maybe" than in the classes "game changer" and "negative". The trained neural network provided a correct dichotomized output with an accuracy of 71% based on the "Results" and 73% based on "Conclusions" . CONCLUSIONS: Current statistical approaches to text analysis can grasp the impact of scientific medical abstracts to a certain degree. Sentiment analysis showed that mediocre results are apparently written in more enthusiastic words than clearly positive or negative results.


Assuntos
Indexação e Redação de Resumos/métodos , Mineração de Dados/métodos , Aprendizado de Máquina , Reconhecimento Automatizado de Padrão , PubMed , Ensaios Clínicos Controlados Aleatórios como Assunto , Aprendizado Profundo , Humanos
15.
J Neurooncol ; 141(3): 547-553, 2019 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-30535595

RESUMO

BACKGROUND: 5-Aminolevulinic acid (5-ALA) fluorescence-guided resection technique was first introduced for malignant glioma. However, the impact of the 5-ALA fluorescence behaviour of cerebral metastases is still unclear. Aim of this study was to determine the impact of PpIX-fluorescence on the local progression-free and overall survival. MATERIALS AND METHODS: A secondary analysis was performed and included an updated follow-up of 136 patients comprised in two previous studies. Additionally, 82 new patients were included. All patients underwent surgical resection of cerebral metastasis and intraoperative estimation of 5-ALA-induced fluorescence. The 5-ALA fluorescence behaviour of cerebral metastases was correlated with the rate of local recurrences, the local progression-free and overall survival. RESULTS: 218 patients suffering from cerebral metastatic spread fulfilled the inclusion criteria and were analysed: complete surgical resection could be achieved in 123/218 patients (56.4%). Dichotomised degree of surgical resection (complete vs. incomplete or questionable complete resection) was not related to dichotomized 5-ALA fluorescence of cerebral metastases (p = 0.66). 51 patients (23.4%) developed a local in-brain progression within or at the border of the resection cavity. Of these, 8 patients showed a PpIX-fluorescent metastasis. There was a trend towards a correlation between a higher local in-brain progression in PpIX-non-fluorescent metastases (p = 0.03). Median time to local in-brain progression was 4 ± 11 months. PpIX-fluorescent and PpIX-non-fluorescent metastases showed a significantly different progression-free survival (p = 0.01). PpIX-positive and -negative metastases showed a significantly different overall survival (20 and 14 months respectively; p = 0.006). CONCLUSION: The 5-ALA fluorescence behaviour was related to the local progression-free and the overall survival in the present retrospective series and might be considered a prognostic marker. Further studies are required to appreciate the oncological impact of the 5-ALA induced fluorescence behaviour of cerebral metastases.


Assuntos
Ácido Aminolevulínico , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/secundário , Corantes Fluorescentes , Recidiva Local de Neoplasia/diagnóstico por imagem , Imagem Óptica , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/cirurgia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/mortalidade , Imagem Óptica/métodos , Análise de Sobrevida
16.
Crit Care ; 23(1): 209, 2019 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-31174580

RESUMO

Malignant stroke occurs in a subgroup of patients suffering from ischemic cerebral infarction and is characterized by neurological deterioration due to progressive edema, raised intracranial pressure, and cerebral herniation. Decompressive craniectomy (DC) is a surgical technique aiming to open the "closed box" represented by the non-expandable skull in cases of refractory intracranial hypertension. It is a valuable modality in the armamentarium to treat patients with malignant stroke: the life-saving effect has been proven for both supratentorial and infratentorial DC in virtually all age groups. This leaves physicians with the difficult task to decide who will require early or preemptive surgery and who might benefit from postponing surgery until clear evidence of deterioration evolves. Together with the patient's relatives, physicians also have to ascertain whether the patient will have acceptable disability and quality of life in his or her presumed perception, based on preoperative predictions. This complex decision-making process can only be managed with interdisciplinary efforts and should be supported by continued research in the age of personalized medicine.


Assuntos
Craniotomia/legislação & jurisprudência , Descompressão/métodos , Acidente Vascular Cerebral/cirurgia , Adulto , Idoso , Craniotomia/normas , Descompressão/normas , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Qualidade de Vida , Resultado do Tratamento
17.
Childs Nerv Syst ; 35(2): 337-342, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30159706

RESUMO

PURPOSE: There is limited data regarding malpractice claims in pediatric neurosurgery. Aim of this study was to analyze the rate, subject, and outcome of malpractice claims faced by pediatric neurosurgeons. METHODS: We analyzed malpractice claims in pediatric neurosurgical patients assigned to the review board of North Rhine Medical Council from 2012 to 2016. Claims were categorized as "medical error" or "adverse event, no medical error." Severity was graded from negligible (grade 1) to death (grade 6). RESULTS: Of 391 pediatric malpractice claims, seven (1.8%) concerned pediatric neurosurgery. Claims were related to cranial surgery (N = 5), spinal surgery (N = 1), and a neuro-interventional procedure (N = 1). Of operative cases, three were shunt operations, two were cranioplasty procedures, and one was a spinal fusion. Complications of medical care (adverse events) had occurred in all cases. A medical error was detected in only one case. Severity of damage was grade 2 (transient minor) in three, grade 3 (transient major) in one, and grade 5 (permanent major) in three cases, respectively. CONCLUSIONS: Pediatric neurosurgery accounted for 1.8% of all pediatric malpractice claims. In 14% of these claims, a medical error was confirmed. Malpractice claim rate thus appears to be lower than expected for a high-risk specialty. , adverse events were confirmed in all cases, a negligent medical error was rare. Adverse event rate appears to be a predictor for malpractice claim burden, highlighting the importance of surgical checklists, standard operating procedures and morbidity and mortality surveillance.


Assuntos
Imperícia/estatística & dados numéricos , Erros Médicos/estatística & dados numéricos , Neurocirurgia/estatística & dados numéricos , Procedimentos Neurocirúrgicos/efeitos adversos , Pediatria/estatística & dados numéricos , Alemanha , Humanos
18.
Childs Nerv Syst ; 35(9): 1517-1524, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31327037

RESUMO

PURPOSE: Decompressive craniectomy (DC) is an established neurosurgical emergency technique. Patient selection, optimal timing, and technical aspects related to DC and subsequent cranioplasty remain subjects of debate. For children, the overall degree of evidence is low, compared with randomized controlled trials (RCTs) in adults. METHODS: Here, we present a detailed retrospective analysis of pediatric DC, covering the primary procedure and cranioplasty. Results are analyzed and discussed in the light of modern scientific evidence, and conclusions are drawn to stimulate future research. RESULTS: The main indication for DC in children is traumatic brain injury (TBI). Primary and secondary DC is performed with similar frequency. Outcome appears to be better than that in adults, although long-term complications (especially bone flap resorption after autologous cranioplasty) are more common in children. Overt clinical signs of cerebral herniation prior to DC are predictors of poor outcome. CONCLUSIONS: We conclude that DC is an important option in the armamentarium to treat life-threatening intracranial hypertension, but further research is warranted, preferentially in a multicenter prospective registry.


Assuntos
Lesões Encefálicas Traumáticas/cirurgia , Craniectomia Descompressiva/métodos , Procedimentos de Cirurgia Plástica/métodos , Crânio/cirurgia , Adolescente , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Estudos Retrospectivos , Resultado do Tratamento
19.
Childs Nerv Syst ; 35(1): 19-27, 2019 01.
Artigo em Inglês | MEDLINE | ID: mdl-30276652

RESUMO

INTRODUCTION: Craniocerebral disproportion (CCD) can occur as a sequela after shunting in early infancy. It can be understood as a disorder closely related to slit ventricle syndrome and chronic overdrainage syndrome. Here, we present two exemplary cases and summarize the pathophysiological, diagnostic, and therapeutic approaches to CCD. CLINICAL PRESENTATION: Two premature babies underwent shunting for posthemorrhagic hydrocephalus and presented in later childhood with recurrent episodes of symptomatic raised intracranial pressure (ICP) at 2 and 8 years of age, respectively. DIAGNOSIS AND MANAGEMENT: Both patients had unchanged ventricular size on cranial imaging and fulfilled the clinical diagnostic criteria of CCD. After confirming shunt patency, ICP monitoring was performed to diagnose intermittent intracranial hypertension. Different treatment pathways were pursued: While readjustment of a programmable shunt valve was sufficient to alleviate the raised ICP in the first case, a cranial expansion surgery was necessary in the second case. OUTCOME AND CONCLUSIONS: Both children were treated successfully after thorough assessment and careful choice of treatment approaches. This review provides detailed insight into CCD and highlights the importance of individual and critical decision-making in these complex patients.


Assuntos
Doença Iatrogênica , Crânio/anormalidades , Crânio/cirurgia , Derivação Ventriculoperitoneal/efeitos adversos , Criança , Pré-Escolar , Tomada de Decisão Clínica , Tratamento Conservador , Feminino , Humanos , Hidrocefalia/terapia , Recém-Nascido , Recém-Nascido Prematuro , Hemorragias Intracranianas/complicações , Hipertensão Intracraniana/etiologia , Masculino , Procedimentos Neurocirúrgicos/métodos , Prognóstico , Resultado do Tratamento
20.
Neurosurg Rev ; 42(1): 133-137, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-29556835

RESUMO

Randomized controlled trials (RCTs) are gold standard for comparing treatment modalities. Recently, RCTs transformed ischemic stroke care by first proving benefit of decompressive craniectomy (DC) and later of interventional mechanical thrombectomy. Aim of this study was to explore the impact of RCTs on neurosurgical practice. RCTs investigating DC and thrombectomy were identified. Annual numbers of DCs for ischemic stroke between 2000 and 2017 were determined and correlated with publication dates of RCTs. The initial RCTs demonstrating efficacy of DC were published in 2007, followed by an increase in DC numbers between 2008 and 2009. The first RCTs on mechanical thrombectomy were published in 2014 and 2015, with a decline in DCs observed between 2015 and 2016. There is a close temporal relationship between publication of these RCTs and changes in neurosurgical practice. Dynamics of annual DCs appear to correlate with the publication of RCTs. Significantly positive results of surgical and interventional RCTs were translated into clinical practice with a latency of 1 year, as reflected by shifts in annual DC numbers.


Assuntos
Isquemia Encefálica/cirurgia , Craniectomia Descompressiva/métodos , Neurocirurgia/tendências , Ensaios Clínicos Controlados Aleatórios como Assunto , Acidente Vascular Cerebral/cirurgia , Infarto Cerebral/cirurgia , Craniectomia Descompressiva/estatística & dados numéricos , Humanos , Neurocirurgia/estatística & dados numéricos , Trombectomia , Resultado do Tratamento
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