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1.
Acta Neurochir Suppl ; 134: 59-63, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34862528

RESUMO

Advancements in population neuroscience are spurred by the availability of large scale, open datasets, such as the Human Connectome Project or recently introduced UK Biobank. With the increasing data availability, analyses of brain imaging data employ more and more sophisticated machine learning algorithms. However, all machine learning algorithms must balance generalization and complexity. As the detail of neuroimaging data leads to high-dimensional data spaces, model complexity and hence the chance of overfitting increases. Different methodological approaches can be applied to alleviate the problems that arise in high-dimensional settings by reducing the original information into meaningful and concise features. One popular approach is dimensionality reduction, which allows to summarize high-dimensional data into low-dimensional representations while retaining relevant trends and patterns. In this paper, principal component analysis (PCA) is discussed as widely used dimensionality reduction method based on current examples of population-based neuroimaging analyses.


Assuntos
Algoritmos , Neuroimagem , Encéfalo/diagnóstico por imagem , Humanos , Aprendizado de Máquina , Análise de Componente Principal
2.
Acta Neurochir Suppl ; 134: 121-124, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34862536

RESUMO

Advancements in neuroimaging and the availability of large-scale datasets enable the use of more sophisticated machine learning algorithms. In this chapter, we non-exhaustively discuss relevant analytical steps for the analysis of neuroimaging data using machine learning (ML), while the field of radiomics will be addressed separately (c.f., Chap. 18 -Radiomics). Broadly classified into supervised and unsupervised approaches, we discuss the encoding/decoding framework, which is often applied in cognitive neuroscience, and the use of ML for the analysis of unlabeled data using clustering.


Assuntos
Aprendizado de Máquina , Neuroimagem , Algoritmos , Análise por Conglomerados
3.
Acta Neurochir Suppl ; 134: 215-220, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34862545

RESUMO

For almost a century, classical statistical methods including exponential smoothing and autoregression integrated moving averages (ARIMA) have been predominant in the analysis of time series (TS) and in the pursuit of forecasting future events from historical data. TS are chronological sequences of observations, and TS data are therefore prevalent in many aspects of clinical medicine and academic neuroscience. With the rise of highly complex and nonlinear datasets, machine learning (ML) methods have become increasingly popular for prediction or pattern detection and within neurosciences, including neurosurgery. ML methods regularly outperform classical methods and have been successfully applied to, inter alia, predict physiological responses in intracranial pressure monitoring or to identify seizures in EEGs. Implementing nonparametric methods for TS analysis in clinical practice can benefit clinical decision making and sharpen our diagnostic armory.


Assuntos
Aprendizado de Máquina , Modelos Estatísticos , Previsões , Fatores de Tempo
4.
Acta Neurochir Suppl ; 134: 257-261, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34862549

RESUMO

The applications of artificial intelligence (AI) and machine learning (ML) in modern medicine are growing exponentially, and new developments are fast-paced. However, the lack of trust and appropriate legislation hinder its clinical implementation. Recently, there is a clear increase of directives and considerations on Ethical AI. However, most literature broadly deals with ethical tensions on a meta-level without offering hands-on advice in practice. In this article, we non-exhaustively cover basic practical guidelines regarding AI-specific ethical aspects, including transparency and explicability, equity and mitigation of biases, and lastly, liability.


Assuntos
Inteligência Artificial , Aprendizado de Máquina
5.
J Neurooncol ; 155(1): 71-80, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34599479

RESUMO

PURPOSE: PET using radiolabeled amino acid [18F]-fluoro-ethyl-L-tyrosine (FET-PET) is a well-established imaging modality for glioma diagnostics. The biological tumor volume (BTV) as depicted by FET-PET often differs in volume and location from tumor volume of contrast enhancement (CE) in MRI. Our aim was to investigate whether a gross total resection of BTVs defined as < 1 cm3 of residual BTV (PET GTR) correlates with better oncological outcome. METHODS: We retrospectively analyzed imaging and survival data from patients with primary and recurrent WHO grade III or IV gliomas who underwent FET-PET before surgical resection. Tumor overlap between FET-PET and CE was evaluated. Completeness of FET-PET resection (PET GTR) was calculated after superimposition and semi-automated segmentation of pre-operative FET-PET and postoperative MRI imaging. Survival analysis was performed using the Kaplan-Meier method and the log-rank test. RESULTS: From 30 included patients, PET GTR was achieved in 20 patients. Patients with PET GTR showed improved median OS with 19.3 compared to 13.7 months for patients with residual FET uptake (p = 0.007; HR 0.3; 95% CI 0.12-0.76). This finding remained as independent prognostic factor after performing multivariate analysis (HR 0.19, 95% CI 0.06-0.62, p = 0.006). Other survival influencing factors such as age, IDH-mutation, MGMT promotor status, and adjuvant treatment modalities were equally distributed between both groups. CONCLUSION: Our results suggest that PET GTR improves the OS in patients with WHO grade III or IV gliomas. A multimodal imaging approach including FET-PET for surgical planning in newly diagnosed and recurrent tumors may improve the oncological outcome in glioma patients.


Assuntos
Neoplasias Encefálicas , Glioma , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/genética , Neoplasias Encefálicas/cirurgia , Glioblastoma , Glioma/diagnóstico por imagem , Glioma/genética , Glioma/cirurgia , Humanos , Imageamento por Ressonância Magnética , Imagem Multimodal , Tomografia por Emissão de Pósitrons/métodos , Estudos Retrospectivos , Tirosina , Organização Mundial da Saúde
6.
Epilepsy Behav ; 112: 107410, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32956942

RESUMO

INTRODUCTION: Health related quality of life (HRQoL) has become a pivotal outcome parameter after surgery for drug-resistant epilepsy. The aim of the study was to investigate HRQoL and its relationship to seizure outcome, neurological deficits and anxiety after epilepsy surgery in a specific subpopulation of elderly patients. METHODS: A total of 85 elderly patients (older than 50 years) answered a standardized HRQoL questionnaire one year after epilepsy surgery. The questionnaire addressed the present self-assessed HRQoL in four subdomains (physical function, cognitive function, mood, social interaction). The questionnaire was based on the "Epilepsy Surgery Inventory-55", adapted for use in German speaking patients and validated by the QOLIE -10 and Beck Depression Inventory. RESULTS: A total of 51 patients (60%) were completely seizure free (ILAE1) at last available outcome (LAO). Permanent neurological deficits were observed in 8 patients (7%). Correlation analysis confirmed significant association between seizure outcome and overall HRQoL (r = -0.368, p < .001). New permanent neurological deficits showed impact on both HRQoL and the "cognitive function" subdomain. Anxiety and subjective assessment of postoperative status were strongly correlated with overall HRQoL (r = 0.692, p < .001 and r = 0.591, p < .001 respectively) and remained as independent prognostic factors in a multivariate regression analysis. CONCLUSION: Surgery for drug-resistant epilepsy in elderly improves patients' HRQoL. Both seizure freedom and new neurological deficits influence overall HRQoL. Interestingly, anxiety and patients' subjective assessment of postoperative status showed the highest impact on HRQoL in this subpopulation of epilepsy patients.


Assuntos
Epilepsia , Preparações Farmacêuticas , Idoso , Ansiedade/etiologia , Epilepsia/cirurgia , Humanos , Qualidade de Vida , Convulsões , Inquéritos e Questionários
7.
Eur J Anaesthesiol ; 32(8): 527-34, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25774459

RESUMO

BACKGROUND: Anaesthesia for awake craniotomy aims for an unconscious patient at the beginning and end of surgery but a rapidly awakening and responsive patient during the awake period. Therefore, an accurate pharmacokinetic/pharmacodynamic (PK/PD) model for propofol is required to tailor depth of anaesthesia. OBJECTIVE: To compare the predictive performances of the Marsh and the Schnider PK/PD models during awake craniotomy. DESIGN: A prospective observational study. SETTING: Single university hospital from February 2009 to May 2010. PATIENTS: Twelve patients undergoing elective awake craniotomy for resection of brain tumour or epileptogenic areas. INTERVENTION: Arterial blood samples were drawn at intervals and the propofol plasma concentration was determined. MAIN OUTCOME MEASURES: The prediction error, bias [median prediction error (MDPE)] and inaccuracy [median absolute prediction error (MDAPE)] of the Marsh and the Schnider models were calculated. The secondary endpoint was the prediction probability PK, by which changes in the propofol effect-site concentration (as derived from simultaneous PK/PD modelling) predicted changes in anaesthetic depth (measured by the bispectral index). RESULTS: The Marsh model was associated with a significantly (P = 0.05) higher inaccuracy (MDAPE 28.9 ± 12.0%) than the Schnider model (MDAPE 21.5 ± 7.7%) and tended to reach a higher bias (MDPE Marsh -11.7 ± 14.3%, MDPE Schnider -5.4 ± 20.7%, P = 0.09). MDAPE was outside of accepted limits in six (Marsh model) and two (Schnider model) of 12 patients. The prediction probability was comparable between the Marsh (PK 0.798 ± 0.056) and the Schnider model (PK 0.787 ± 0.055), but after adjusting the models to each individual patient, the Schnider model achieved significantly higher prediction probabilities (PK 0.807 ± 0.056, P = 0.05). CONCLUSION: When using the 'asleep-awake-asleep' anaesthetic technique during awake craniotomy, we advocate using the PK/PD model proposed by Schnider. Due to considerable interindividual variation, additional monitoring of anaesthetic depth is recommended. TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT 01128465.


Assuntos
Anestésicos Intravenosos/administração & dosagem , Anestésicos Intravenosos/sangue , Craniotomia/métodos , Propofol/administração & dosagem , Propofol/sangue , Vigília , Adulto , Feminino , Humanos , Infusões Intravenosas , Masculino , Pessoa de Meia-Idade , Monitorização Intraoperatória/métodos , Estudos Prospectivos
8.
Anticancer Drugs ; 25(4): 375-84, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24423983

RESUMO

Various in-vitro chemosensitivity and resistance assays (CSRAs) have been demonstrated to be helpful decision aids for non-neurological tumors. Here, we evaluated the performance characteristics of two CSRAs for glioblastoma (GB) cells. The chemoresponse of fresh GB cells from 30 patients was studied in vitro using the ATP tumor chemoresponse assay and the chemotherapy resistance assay (CTR-Test). Both assay platforms provided comparable results. Of seven different chemotherapeutic drugs and drug combinations tested in vitro, treosulfan plus cytarabine (TARA) was the most effective, followed by nimustine (ACNU) plus teniposide (VM26) and temozolomide (TMZ). Whereas ACNU/VM26 and TMZ have proven their clinical value for malignant gliomas in large randomized studies, TARA has not been successful in newly diagnosed gliomas. This seeming discrepancy between in vitro and clinical result might be explained by the pharmacological behavior of treosulfan. Our results show reasonable agreement between two cell-based CSRAs. They appear to confirm the clinical effectiveness of drugs used in GB treatment as long as pharmacological preconditions such as overcoming the blood-brain barrier are properly considered.


Assuntos
Antineoplásicos/uso terapêutico , Neoplasias do Sistema Nervoso Central/tratamento farmacológico , Resistencia a Medicamentos Antineoplásicos , Ensaios de Seleção de Medicamentos Antitumorais/métodos , Glioblastoma/tratamento farmacológico , Humanos , Técnicas In Vitro , Ensaios Clínicos Controlados Aleatórios como Assunto , Células Tumorais Cultivadas
9.
Acta Neurochir (Wien) ; 155(10): 1987-91, 2013 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-23989996

RESUMO

BACKGROUND: Two common valve types used to treat hydrocephalus include gravity assisted valves (GAV) and medium pressure valves (MPV). Despite their different mechanism of action, differentiated surgical indications per type are not well defined. One could assume that due to a higher complexity of the GAV system, it may be more prone to valve-related malfunction. The purpose of this retrospective study was to compare the valve-related complication rates of GAV and MPV in patients with communicating hydrocephalus. METHOD: Patients aged 16 years or older undergoing their first shunt implantation using GAV or MPV were included. We recorded demographic data, implantation diagnosis, outcome, complications, valve type and valve adjustments. Symptoms were documented at discharge and follow-up. Valve-related malfunctions were distinguished from other shunt complications. RESULTS: N = 252 patients (range 16.6-88.4, mean 65.0 years, 116 male and 136 female) underwent shunt placement for the first time. N = 122 GAV (48.4 %) and n = 130 MPV were implanted (51.6 %) over a period of 5 years. The most frequent diagnoses were normal pressure hydrocephalus (NPH) in 86 cases (34.1 %) and posthemorrhagic hydrocephalus in 114 cases (45.2 %). About two thirds of patients were free of hydrocephalus-related symptoms at follow-up. N = 66 subjects (26.2 %) underwent at least one shunt revision. N = 29 revisions (11.5 %) were due to valve-related malfunction. Valve-related revisions were the main cause for revision in 18/37 cases (48.6 %) in the GAV group and in 11/29 (37.9 %) in the MPV group. Neither clinical improvement nor valve-related malfunctions were found to be statistically different among groups. CONCLUSIONS: Despite their technical differences, GAV and MPV show similar valve-related revision rates in the treatment of communicating hydrocephalus.


Assuntos
Derivações do Líquido Cefalorraquidiano , Hidrocefalia/cirurgia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Derivações do Líquido Cefalorraquidiano/métodos , Feminino , Seguimentos , Gravitação , Humanos , Masculino , Pessoa de Meia-Idade , Complicações Pós-Operatórias/prevenção & controle , Pressão , Estudos Retrospectivos , Resultado do Tratamento , Adulto Jovem
10.
Brain Commun ; 5(1): fcac336, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36632188

RESUMO

The current World Health Organization classification integrates histological and molecular features of brain tumours. The aim of this study was to identify generalizable topological patterns with the potential to add an anatomical dimension to the classification of brain tumours. We applied non-negative matrix factorization as an unsupervised pattern discovery strategy to the fine-grained topographic tumour profiles of 936 patients with neuroepithelial tumours and brain metastases. From the anatomical features alone, this machine learning algorithm enabled the extraction of latent topological tumour patterns, termed meta-topologies. The optimal part-based representation was automatically determined in 10 000 split-half iterations. We further characterized each meta-topology's unique histopathologic profile and survival probability, thus linking important biological and clinical information to the underlying anatomical patterns. In neuroepithelial tumours, six meta-topologies were extracted, each detailing a transpallial pattern with distinct parenchymal and ventricular compositions. We identified one infratentorial, one allopallial, three neopallial (parieto-occipital, frontal, temporal) and one unisegmental meta-topology. Each meta-topology mapped to distinct histopathologic and molecular profiles. The unisegmental meta-topology showed the strongest anatomical-clinical link demonstrating a survival advantage in histologically identical tumours. Brain metastases separated to an infra- and supratentorial meta-topology with anatomical patterns highlighting their affinity to the cortico-subcortical boundary of arterial watershed areas.Using a novel data-driven approach, we identified generalizable topological patterns in both neuroepithelial tumours and brain metastases. Differences in the histopathologic profiles and prognosis of these anatomical tumour classes provide insights into the heterogeneity of tumour biology and might add to personalized clinical decision-making.

11.
J Neurosurg ; 136(2): 536-542, 2022 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-34450583

RESUMO

OBJECTIVE: Ischemic events within the territory of the choroidal artery are an important cause of morbidity after temporal lobe epilepsy (TLE) surgery. The aim of the present study was to evaluate the rate of these ischemic events, their clinical presentation, and impact on patients' health-related quality of life (HRQoL) after TLE surgery. METHODS: Four hundred twenty-two consecutive patients undergoing temporal resections for drug-resistant TLE were retrospectively analyzed. All patients underwent presurgical multidisciplinary assessment using a standard protocol comprising clinical, neuroradiological, neuropsychological, and EEG data. Postoperative complications with corresponding imaging, neurological deficits, and disease-specific HRQoL questionnaires were evaluated. RESULTS: The overall complication rate was 7.8% (n = 33). Fourteen patients (3.3%) suffered from ischemic events causing 6 permanent motor deficits, 3 with permanent aphasias, and 6 visual field defects that exceeded quadrantanopia. In 8 patients with anterior choroidal artery infarction, accounting for 57% of all ischemic events, infarction volume correlated positively with the occurrence of new permanent neurological deficits (8666 vs 1692 mm3, p = 0.032). Despite the occurrence of ischemic events, HRQoL improved in 71% of patients. However, infarction volume showed a negative correlation trend with HRQoL (Pearson's r = -0.390, p = 0.094). There was a trend toward increased risk for ischemic events in patients who underwent selective amygdalohippocampectomy compared to patients who underwent anterior temporal lobectomy or temporal lesionectomy (RR 0.96, 95% CI 0.93-0.99, p = 0.08). CONCLUSIONS: Choroidal artery infarctions are rare but relevant complications after TLE surgery, presenting with variable clinical courses ranging from devastating neurological deterioration to complete recovery. Despite the occurrence of postoperative infarction, most patients report improvement of HRQoL after TLE surgery. This study showed that the type of surgery appears to modulate the risk for these ischemic events.


Assuntos
Epilepsia do Lobo Temporal , Qualidade de Vida , Lobectomia Temporal Anterior/métodos , Artérias/cirurgia , Infarto Cerebral/cirurgia , Epilepsia do Lobo Temporal/psicologia , Epilepsia do Lobo Temporal/cirurgia , Humanos , Estudos Retrospectivos , Resultado do Tratamento
12.
Acta Neurochir (Wien) ; 153(1): 19-25, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-20845050

RESUMO

OBJECTIVE: The aim of this work was to retrospectively study the long-term reliability of the common consensus endocrinological criteria for the assessment of postoperative remission of acromegaly. PATIENTS AND METHODS: In 96 consecutive patients, surgical remission of acromegaly following transsphenoidal surgery was considered to be present when, without adjuvant treatment, 3 months postoperatively there was no clinical evidence of persisting disease, and, according to the common consensus criteria for acromegaly remission, GH was suppressed to < 1 µg/l during the oral glucose tolerance test (OGTT) and insulin like growth factor-1 (IGF-1) was within normal limits. The results of the second postoperative week, 3 months postoperative, and the most recent follow-up OGTT and IGF-1 measurements were used to calculate the positive and negative predictive values of the following endocrinological criteria of acromegaly remission: the common consensus criteria for acromegaly remission, GH suppression to < 1 µg/l during OGTT and IGF-1 within normal limits. Sensitive IRMA (≤ 0.3 µg/l) and RIA (≤ 32 µg/l) assays for GH and IGF-1 were used. RESULTS: The surgical remission rate of acromegaly was 72.9%. At a median follow-up of 5.06 years, the recurrence rate of acromegaly was 2.08%. Overall, the common consensus criteria for acromegaly remission were the most reliable tests, with the following positive and negative predictive values at 2 weeks postoperatively, 3 months postoperatively and at the most recent follow-up: 68%, 100% and 100%, and 98%, 100% and 100%, respectively. The negative likelihood ratio confirmed that the test qualities of the common consensus criteria for acromegaly remission were superior to the other tests. CONCLUSIONS: The common consensus criteria were the most reliable tests for the diagnosis of postoperative acromegaly remission. The positive and negative predictive values of the common consensus criteria for acromegaly remission increased from the second postoperative week to 3 months postoperatively, thereafter reliably indicating the long-term results of transsphenoidal surgery.


Assuntos
Acromegalia/cirurgia , Adenoma Hipofisário Secretor de Hormônio do Crescimento/cirurgia , Recidiva Local de Neoplasia/cirurgia , Avaliação de Resultados em Cuidados de Saúde/métodos , Neoplasias Hipofisárias/cirurgia , Acromegalia/diagnóstico , Acromegalia/patologia , Adolescente , Adulto , Idoso , Feminino , Adenoma Hipofisário Secretor de Hormônio do Crescimento/diagnóstico , Adenoma Hipofisário Secretor de Hormônio do Crescimento/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/diagnóstico , Recidiva Local de Neoplasia/patologia , Neoplasias Hipofisárias/diagnóstico , Neoplasias Hipofisárias/patologia , Valor Preditivo dos Testes , Estudos Retrospectivos , Adulto Jovem
13.
Acta Neurochir (Wien) ; 153(1): 26-32, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-20852901

RESUMO

BACKGROUND: It is not known whether following transsphenoidal surgery for pituitary adenomas the vision of patients with preoperative chiasma syndromes (CS) does improve to the degree of vision of patients without preoperative CS. OBJECTIVE: The purpose of this study is to answer the question above. METHODS: Pertinent data of a successive series of patients operated transsphenoidally for the first time for pituitary adenoma were retrospectively analysed. RESULTS: Of the 304 patients, 35.1% presented preoperatively with CS. The median visual acuity (VA) of these patients improved significantly from preoperative (right eye, 0.63 (0; 1.25); left eye, 0.56 (0; 1.4)) to postoperative (right eye, 0.8 (0; 1.25); left eye, 0.74 (0; 1.25)). The median number of impaired quadrants of the binocular visual fields (VF) improved significantly from preoperative (2 (0; 8)) to postoperative CS (0 (0; 4)). In patients without preoperative CS, postoperative vision (VA as well as VF) remained unchanged. Postoperatively, VA of patients with preoperative CS remained significantly lower than that of patients without preoperative CS (right eye, 0.96 (0.2; 1.4); left eye, 0.94 (0.05; 1.4)). Postoperatively, the number of impaired quadrants of the binocular VF of patients with preoperative CS remained significantly higher than in patients without preoperative CS (0 (0; 1)). CONCLUSION: In this unselected patient series, the vision (VA as well as VF) of patients with preoperative CS did not improved postoperatively to the degree of the vision of patients without preoperative CS. Thus, in patients with adenomatous chiasma compression transsphenoidal surgery may be indicated before CS develops.


Assuntos
Hemianopsia/cirurgia , Recidiva Local de Neoplasia/cirurgia , Procedimentos Neurocirúrgicos/métodos , Quiasma Óptico/cirurgia , Neoplasias Hipofisárias/cirurgia , Osso Esfenoide/cirurgia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Hemianopsia/etiologia , Hemianopsia/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/etiologia , Recidiva Local de Neoplasia/patologia , Procedimentos Neurocirúrgicos/instrumentação , Quiasma Óptico/patologia , Neoplasias Hipofisárias/complicações , Neoplasias Hipofisárias/patologia , Estudos Retrospectivos , Síndrome , Adulto Jovem
14.
Behav Brain Res ; 412: 113418, 2021 08 27.
Artigo em Inglês | MEDLINE | ID: mdl-34153427

RESUMO

Neuro-navigated transcranial magnetic stimulation (TMS) helps to identify language-related cortical regions prior to brain tumour surgery. We adapted a semantic picture-word interference (PWI) paradigm from psycholinguistics to high-resolution TMS language mapping which prospectively can be used to specifically address the level of semantic processing. In PWI, pictures are presented along with distractor words which facilitate or inhibit the lexical access to the picture name. These modulatory effects of distractors can be annihilated in language-sensitive areas by the inhibitory effects of TMS on language processing. The rationale here is to observe the distractor effect without active stimulation and then to observe presumably its elimination by interference of the TMS stimulation. The special requirements to use PWI in this setting are (1) identifying word material for accelerating reliably naming latencies, choosing (2) the ideal presentation modality, and (3) the appropriate timing of distractor presentation. These are then controlled in real TMS language mapping. To adapt a semantic PWI naming paradigm for TMS application we employed 30 object-pictures in spoken German language. Part-whole associative semantic related or unrelated distractors were presented in two experiments including 15 healthy volunteers each, once auditorily and once visually. Data analysis across the entire stimulus set revealed a trend for facilitation in the visual condition, whereas no effects were observed for auditory distractors. In a sub-set, we found a significant facilitation effect for visual semantic distractors. Thus, with this study we provide a well-controlled item set for future studies implementing effective TMS language mapping applying visual semantic PWI.


Assuntos
Mapeamento Encefálico/métodos , Semântica , Fala/fisiologia , Adulto , Atenção/fisiologia , Feminino , Humanos , Idioma , Masculino , Reconhecimento Visual de Modelos/fisiologia , Psicolinguística/métodos , Tempo de Reação/fisiologia , Estimulação Magnética Transcraniana/métodos
15.
J Neurol Sci ; 420: 117219, 2021 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-33162063

RESUMO

OBJECTIVE: Endovascular treatment of ruptured cerebral aneurysms frequently requires antiplatelet medication to prevent thromboembolism. This might raise concern regarding the risk of postprocedural hemorrhage (pH), e.g. from placement of intracranial probes. We explored the risk of PH associated with standard antiplatelet therapy (sAP: acetylsalicylic acid, and/or clopidogrel) in the context of aneurysmal subarachnoid hemorrhage (aSAH). METHODS: We retrospectively reviewed a total of 146 consecutive cases with cerebral aneurysms treated between 1/2011-12/2015, and distinguished between minor (0.5 cm3) - 4 cm3) or major (> 4 cm3) PH occurring within four weeks after intervention. A separate analysis included hemorrhages related to placement of intracranial probes and drainages in the subgroup of 99 cases with such surgical interventions (pPH). Clinical outcome was assessed via Glasgow Outcome Scale (GOS) twelve months after aSAH. RESULTS: A total of 49 cases (33.6%) in the overall sample sustained PH, there were 19 cases of pPH. Multifactorial analyses yielded sAP as an independent predictor for minor, but not major PH (p < 0.001 vs. p = 0.829), with comparable results for pPH (p = 0.001 vs. p = 0.184). sAP did not influence the clinical outcome in either group. CONCLUSIONS: sAP was associated with a higher rate of minor PH and, more specifically, of minor pPH. However, it was neither accompanied by the occurrence of major hemorrhages nor by unfavorable clinical outcome. Future prospective studies should confirm these observations and hemorrhage risks associated with extended anticoagulation regimes after complex interventions and intra-arterial vasospasm therapy should be explored in order to facilitate interdisciplinary decision-making in aSAH.


Assuntos
Aneurisma Roto , Aneurisma Intracraniano , Hemorragia Subaracnóidea , Aneurisma Roto/complicações , Aneurisma Roto/diagnóstico por imagem , Hemorragia Cerebral/induzido quimicamente , Hemorragia Cerebral/diagnóstico por imagem , Hemorragia Cerebral/epidemiologia , Humanos , Aneurisma Intracraniano/complicações , Aneurisma Intracraniano/diagnóstico por imagem , Aneurisma Intracraniano/cirurgia , Inibidores da Agregação Plaquetária/efeitos adversos , Estudos Prospectivos , Estudos Retrospectivos , Hemorragia Subaracnóidea/complicações , Hemorragia Subaracnóidea/diagnóstico por imagem , Resultado do Tratamento
16.
Brain Spine ; 1: 100304, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-36247402

RESUMO

Introduction: The postoperative functional status of patients with intracranial tumors is influenced by patient-specific factors, including age. Research question: This study aimed to elucidate the association between age and postoperative morbidity or mortality following the resection of brain tumors. Material and methods: A multicenter database was retrospectively reviewed. Functional status was assessed before and 3-6 months after tumor resection by the Karnofsky Performance Scale (KPS). Uni- and multivariable linear regression were used to estimate the association of age with postoperative change in KPS. Logistic regression models for a ≥10-point decline in KPS or mortality were built for patients ≥75 years. Results: The total sample of 4864 patients had a mean age of 56.4 â€‹± â€‹14.4 years. The mean change in pre-to postoperative KPS was -1.43. For each 1-year increase in patient age, the adjusted change in postoperative KPS was -0.11 (95% CI -0.14 - - 0.07). In multivariable analysis, patients ≥75 years had an odds ratio of 1.51 to experience postoperative functional decline (95%CI 1.21-1.88) and an odds ratio of 2.04 to die (95%CI 1.33-3.13), compared to younger patients. Discussion: Patients with intracranial tumors treated surgically showed a minor decline in their postoperative functional status. Age was associated with this decline in function, but only to a small extent. Conclusion: Patients ≥75 years were more likely to experience a clinically meaningful decline in function and about two times as likely to die within the first 6 months after surgery, compared to younger patients.

17.
Neurosurg Focus ; 28(2): E7, 2010 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-20121442

RESUMO

There is increasing evidence that the extent of tumor removal in low-grade glioma surgery is related to patient survival time. Thus, the goal of resecting the largest amount of tumor possible without leading to permanent neurological sequelae is a challenge for the neurosurgeon. Electrical stimulation of the brain to detect cortical and axonal areas involved in motor, language, and cognitive function and located within the tumor or along its boundaries has become an essential tool in combination with awake craniotomy. Based on a literature review, discussions within the European Low-Grade Glioma Group, and illustrative clinical experience, the authors of this paper provide an overview for neurosurgeons, neurophysiologists, linguists, and anesthesiologists as well as those new to the field about the stimulation techniques currently being used for mapping sensorimotor, language, and cognitive function in awake surgery for low-grade glioma. The paper is intended to help the understanding of these techniques and facilitate a comparison of results between users.


Assuntos
Mapeamento Encefálico/métodos , Neoplasias Encefálicas/cirurgia , Craniotomia/métodos , Estimulação Elétrica/métodos , Cuidados Intraoperatórios/métodos , Vigília , Atitude do Pessoal de Saúde , Encéfalo/anatomia & histologia , Encéfalo/fisiologia , Encéfalo/cirurgia , Córtex Cerebral/fisiologia , Córtex Cerebral/cirurgia , Vias Eferentes/anatomia & histologia , Vias Eferentes/fisiologia , Estimulação Elétrica/efeitos adversos , Glioma/cirurgia , Humanos , Idioma , Monitorização Intraoperatória , Vias Neurais/fisiologia , Neurocirurgia , Procedimentos Neurocirúrgicos
18.
Acta Neurochir (Wien) ; 152(8): 1307-14, 2010 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-20437060

RESUMO

PURPOSE: Complete yet safe resection close to motor areas in medically intractable epilepsy requires functional information. New deficit may occur despite preservation of motor cortex, e.g., through vascular compromise. Here, we explore for the first time the feasibility, safety, and the clinical value of continuous motor-evoked potential (MEP) monitoring in focal epilepsy surgery. METHODS: High-frequency stimulation for MEP monitoring was performed during 100 consecutive lesionectomies critically related to motor areas and pathways. Extraoperative motor cortex mapping was performed in 27 of these cases via chronically implanted subdural grid electrodes. MEP monitoring results, postoperative motor outcome, and seizure control were correlated in a prospective observational design. RESULTS: Reliable MEP monitoring was achieved in 86 cases. Young age was the only discernible cause of unsuccessful recordings. Seizures from cortex stimulation did not occur. MEP changes (36%) predicted new motor deficit (17%) in all cases except purely cortical lesions. MEP changes predicted occurrence and permanence of new pareses. New deficit was significantly more frequent without (as compared with) successful monitoring (43% vs. 17%); permanently severe pareses from ischemia occurred only without MEPs (21% vs. 0%). Complete seizure control was significantly more frequent in successfully monitored cases (60% vs. 31%). Even with extraoperative motor mapping, severe paresis occurred only among cases with unsuccessful MEPs. CONCLUSIONS: Continuous MEP monitoring in epilepsy surgery is feasible and safe. It reflects motor function complementarily to the localizing motor mapping results. Successful MEP monitoring correlates with unimpaired motor outcome and full seizure control.


Assuntos
Encéfalo/cirurgia , Eletroencefalografia/métodos , Epilepsias Parciais/cirurgia , Potencial Evocado Motor/fisiologia , Monitorização Intraoperatória/métodos , Procedimentos Neurocirúrgicos/métodos , Adolescente , Adulto , Idoso , Encéfalo/patologia , Criança , Pré-Escolar , Epilepsias Parciais/patologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Procedimentos Neurocirúrgicos/efeitos adversos , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/prevenção & controle , Estudos Prospectivos , Resultado do Tratamento , Adulto Jovem
19.
Acta Neurochir (Wien) ; 152(8): 1283-90, 2010 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-20454981

RESUMO

PURPOSE: To describe the functional impairment caused by chiasma syndromes (CS) prior to and following transsphenoidal pituitary adenoma surgery. METHODS: Pertinent data of a successive series of patients operated transsphenoidally for the first time for pituitary adenoma were retrospectively analyzed. The degree of functional impairment caused by the impairment of vision was quantified according to the resulting degree of disability (DOD). A DOD of > or =30 is considered substantial. RESULTS: None of the 197 of 304 (64.9%) patients without preoperative chiasma syndrome (CS) experienced postoperative worsening of their visual acuity or their visual fields. Thus, no change of their vision-related DOD (V-DOD) did occur. One hundred and seven (35.1%) of the patients presented preoperatively with CS. Postoperatively, 42.9% of the CS remitted completely, 38.3% improved, 11.2% remained unchanged, and 7.4% worsened. Accordingly, the median V-DOD improved significantly from 30 (0; 100) to 0 (0; 100). The prevalence of patients with V-DOD > or =30 dropped significantly from 51.4% preoperatively to 16.4% postoperatively. Postoperatively, the median V-DOD improved significantly up to 3 months postoperatively. Thereafter, no further significant changes occurred. However, in patients with preoperative CS, the median V-DOD as well as the prevalence of patients with a V-DOD > or =30 remained postoperatively significantly higher compared to patients without preoperative CS. CONCLUSIONS: Visual impairments due to CS frequently caused substantial DOD preoperatively. Postoperatively, the median degree of V-DOD as well as the prevalence of substantial V-DOD improved significantly. However, in patients with preoperative CS, V-DOD remained postoperatively significantly higher than V-DOD of patients without preoperative CS.


Assuntos
Adenoma/cirurgia , Hipofisectomia/efeitos adversos , Quiasma Óptico/lesões , Neoplasias Hipofisárias/cirurgia , Adenoma/complicações , Adenoma/patologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Hipofisectomia/instrumentação , Hipofisectomia/métodos , Masculino , Pessoa de Meia-Idade , Quiasma Óptico/irrigação sanguínea , Quiasma Óptico/patologia , Neoplasias Hipofisárias/complicações , Neoplasias Hipofisárias/patologia , Estudos Retrospectivos , Adulto Jovem
20.
J Neurol Surg A Cent Eur Neurosurg ; 81(2): 130-137, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32045945

RESUMO

BACKGROUND AND STUDY AIMS: Language mapping by navigated transcranial magnetic stimulation (TMS) is commonly applied over the left language-dominant hemisphere to indicate the language-related cortex. Detailed language mapping of Broca's region including stimulation targets in the immediate vicinity to the premotor cortex may raise concern about confounding unspecific motor effects. We performed interhemispheric comparisons to delineate such possible unspecific effects from true TMS-induced language inhibition. MATERIAL AND METHODS: Fifteen healthy German speakers named object pictures during navigated TMS over a left- and right-hemispheric target array covering the left inferior frontal junction area. Six mapping repetitions were conducted per hemisphere. Order of stimulation side was randomized between participants. Self-rating of discomfort was assessed after each stimulation; language errors and motor side effects were evaluated offline. RESULTS: Naming errors were observed significantly more frequently during left- than right-hemispheric stimulation. The same pattern was found for the most frequent error category of performance errors. Hierarchical cluster analyses of normalized ratings of error severity revealed a clear focus of TMS susceptibility for language inhibition in object naming at the dorsoposterior target sites only in the left hemisphere. We found no statistical difference in discomfort ratings between both hemispheres and also no interhemispheric difference in motor side effects, but we observed significantly stronger muscle contractions of the eyes as compared with the mouth. CONCLUSION: Our results of (1) unspecific pre-/motor effects similarly induced in both hemispheres, and (2) a specific focus of TMS susceptibility in the language-dominant hemisphere render any substantial contribution of nonlanguage-specific effects in TMS language mapping of the inferior frontal junction area highly unlikely.


Assuntos
Mapeamento Encefálico/métodos , Dominância Cerebral , Lobo Frontal/diagnóstico por imagem , Lobo Frontal/fisiologia , Idioma , Estimulação Magnética Transcraniana/métodos , Adulto , Feminino , Humanos , Masculino , Transtornos dos Movimentos/etiologia , Contração Muscular , Neuronavegação , Músculos Oculomotores/fisiologia , Conforto do Paciente , Desempenho Psicomotor , Estimulação Magnética Transcraniana/efeitos adversos , Adulto Jovem
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