查看更多>>摘要：? 2021The treatment strategy for ruptured brain arteriovenous malformations (bAVMs) in the acute phase is still controversial. We describe five consecutive cases of successful emergent endoscopic evacuation (EEE) of intracerebral hematoma (ICH) caused by ruptured bAVMs with the electromagnetic (EM)-neuronavigation system to avoid damage to the bAVMs intended to save valuable time in the emergent phase. A single-institution retrospective analysis was performed in patients with ruptured bAVMs treated by the EM-navigated EEE as part of the strategic multimodality therapy. EM-navigated EEE was performed as follows: 1) obtaining three-dimensional computed tomography to identify the location of the nidus, large draining vein, feeding artery, and hematoma; 2) using a supine position without rigid head fixation for both supra- and infratentorial hematoma; 3) planning the entry point and trajectory of the endoscope as far as possible from the location of the nidus using the EM-navigation system; 4) designing a linear skin incision line suitable for the endoscopic surgery as well as possible decompressive craniectomy; and 5) performing EM-navigated endoscopic partial evacuation of ICH. EM-navigated EEE of ICH was successfully performed for all 5 patients, resulting in partial removal of the ICH without rebleeding from bAVMs. The mean surgical time was 37 min. Subsequent strategic endovascular embolization and curative resection of bAVMs could be performed for all patients, achieving Glasgow Coma Scale score of 15. EM-navigated EEE of partial ICH may be valuable in the emergent phase of ruptured bAVMs with massive life-threatening ICH to reduce the intracranial pressure and to obtain better prognosis.
查看更多>>摘要：? 2021 Elsevier LtdBackground: The severity of stroke-induced disruption to the corticospinal tract (CST) would be predictable to affect motor outcome. Diffusion tensor imaging (DTI) is a noninvasive technique that can be applied to assess the structural integrity of the CST. Aim of the work: To assess the value of DTI in patients early presenting with acute ischemic stroke as a prognostic modality to predict the clinical outcome Patients and methods: Thirty-four patients with acute ischemic stroke underwent clinical assessment using the National Institutes of Health Stroke Scale (NIHSS), Modified Rankin Scale (mRS), Medical Research Council (MRC) score, Morticity Index (MI), and DTI to detect the degree of reduction of fractional anisotropy (FA), and pattern of CST at baseline and after 6 months follow up. Seventeen age, sex matched controls underwent DTI assessment. Results: The stroke patients showed a significant reduction in the baseline FA values of the CSTs on the affected sides compared to the contralateral sides and controls. Moreover, they showed lower mean baseline FA lesion side and FA ratio(rFA) compared to follow up. The patients with high baseline FA, rFA showed good recovery response with cut off values of 0.483, 0.948 respectively. There was a significant negative correlation between baseline FA on the lesion side, rFA and follow up NIHSS, and MRS scores and they had a significant positive correlation with follow up MI scores. Conclusion: Patients with higher baseline FA, rFA values were correlated with better motor recovery, and could predict the motor recovery in ischemic stroke patients.
查看更多>>摘要：? 2021 Elsevier LtdIt is challenging to predict neurological outcomes of acute spinal cord injury (SCI) considering issues such as spinal shock and injury heterogeneity. Deep learning-based radiomics (DLR) were developed to quantify the radiographic characteristics automatically using a convolutional neural network (CNN), and to potentially allow the prognostic stratification of patients. We aimed to determine the functional prognosis of patients with cervical SCI using machine learning approach based on MRI and to assess the ability to predict the neurological outcomes. We retrospectively analyzed the medical records of SCI patients (n=215) who had undergone MRI and had an American Spinal cord Injury Association Impairment Scale (AIS) assessment at 1 month after injury, enrolled with a total of 294 MR images. Sagittal T2-weighted MR images were used for the CNN training and validation. The deep learning framework TensorFlow was used to construct the CNN architecture. After we calculated the probability of the AIS grade using the DLR, we built the identification model based upon the random forest using 3 features: the probability of each AIS grade obtained by the DLR method, age, and the initial AIS grade at admission. We performed a statistical evaluation between the actual and predicted AIS. The accuracy, precision, recall and f1 score of the ensemble model based on the DLR and RF were 0.714, 0.590, 0.565 and 0.567, respectively. The present study demonstrates that prediction of the short-term neurological outcomes for acute cervical spinal cord injury based on MRI using machine learning is feasible.
查看更多>>摘要：? 2021 Elsevier LtdMachine learning may be able to help with predicting factors that aid in discharge planning for stroke patients. This study aims to validate previously derived models, on external and prospective datasets, for the prediction of discharge modified Rankin scale (mRS), discharge destination, survival to discharge and length of stay. Data were collected from consecutive patients admitted with ischaemic or haemorrhagic stroke at the Royal Adelaide Hospital from September 2019 to January 2020, and at the Lyell McEwin Hospital from January 2017 to January 2020. The previously derived models were then applied to these datasets with three pre-defined cut-off scores (high-sensitivity, Youden's index, and high-specificity) to return indicators of performance including area under the receiver operator curve (AUC), sensitivity and specificity. The number of individuals included in the prospective and external datasets were 334 and 824 respectively. The models performed well on both the prospective and external datasets in the prediction of discharge mRS ≤ 2 (AUC 0.85 and 0.87), discharge destination to home (AUC 0.76 and 0.78) and survival to discharge (AUC 0.91 and 0.92). Accurate prediction of length of stay with only admission data remains difficult (AUC 0.62 and 0.66). This study demonstrates successful prospective and external validation of machine learning models using six variables to predict information relevant to discharge planning for stroke patients. Further research is required to demonstrate patient or system benefits following implementation of these models.
查看更多>>摘要：? 2021The slow-channel congenital myasthenic syndrome is an autosomal dominant neuromuscular disorder caused by mutations in different subunits of the acetylcholine receptor. Fluoxetine, a common antidepressant and long-lived open-channel blocker of acetylcholine receptor, has been reported to be beneficial in the slow-channel congenital myasthenic syndrome. Here we report a prospective open label study of fluoxetine treatment in some affected members of a Thai family with slow-channel congenital myasthenic syndrome caused by a novel p.Gly153Ala (c.518G > C) mutation in CHRNA1 in the AChR α subunit. These patients showed significant clinical improvement following fluoxetine treatment but their respiratory function responded variably.
查看更多>>摘要：? 2021 Elsevier LtdSkull-base chordomas (CD) and chondrosarcomas (CS) are locally-invasive tumors, have similar clinical presentations, while differing in their nature of growth and outcomes. In this study, we compare the long-term outcomes of Gamma Knife Radiosurgery (GKRS) as an adjunctive treatment modality for residual skull-base CD and CS. A retrospective analysis of clinico-radiological, pathological, radiotherapeutic and outcome data was carried out in patients who underwent adjunctive GKRS for residual skull-base CD and CS at P D Hinduja Hospital, Mumbai, between 1997 and 2020. All 27 patients included had either histopathologically proven CD (20 patients) or CS (7 patients). Brachyury immunohistochemistry in CD specimens gave 70.6% positivity. Total sessions of GKRS in CD and CS groups were 22 and 7, respectively. Mean tumor volume and mean margin dose in CD group were 6.53 ± 4.18 cm3 and 15.95 ± 1.49 Gy respectively, while for CS group, they were 4.16 ± 2.79 cm3 and 18.29 ± 3.15 Gy. With mean follow-up periods of 5.25 ± 4.73 years and 6 ± 2.07 years respectively, the CD and CS groups showed 5-year progression free survival (PFS) of 56.8% and 57.1%, and a 5-year overall survival (OS) of 82.1% and 100%. Sub-group analysis in both CD and CS groups revealed a better 5-year PFS with the following factors – CS histopathology, patient age < 45 years, margin dose > 16 Gy, tumor volume < 7 cm3 (p-value < 0.05), gross total resection, and brachyury positivity. Adjunctive radiotherapy for skull-base CD and CS holds promise.
查看更多>>摘要：? 2021 Elsevier LtdRenal dysfunction has been reported to be associated with larger hematoma volume in intracerebral hemorrhage (ICH) due to concomitant nutritional imbalances and platelet dysfunction; however, this association remains controversial. This study analyzed the association between potential risk factors and hematoma volume in patients with ICH. This retrospective cohort study used data from 456 patients with ICH at a single comprehensive stroke center. We assessed the association of estimated glomerular filtration rate (eGFR) and Controlling Nutritional Status score with hematoma volume using multivariable non-linear regression models. The effect of the use of antithrombotic agents on hematoma volume was analyzed using outcome-adaptive double/debiased machine learning approach, considering many covariates. The median and interquartile range of age and eGFR were 64 (54–75) years and 56.1 (39.3–66.7) mL/min/1.73 m2, respectively. The multivariable non-linear regression model showed that (1) eGFR and hematoma volume had a positive linear association, which was not statistically significant, and (2) nutritional status was positively associated with hematoma volume, although not significantly. Outcome-adaptive double/debiased machine learning revealed that patients receiving antithrombotic agents did not present with significantly larger hematoma volume than those who were not receiving antithrombotic agents (estimated mean difference of hematoma volume [95% confidence interval] = 15.32 [?6.02 to 36.65]). Our analysis shows no statistically or clinically significant relationship between renal function and hematoma volume; however, nutritional status and the use of antithrombotic agents showed an increasing tendency of the degree of hematoma in patients with ICH.
查看更多>>摘要：? 2021 Elsevier LtdObjective: The main responsibility of caring for patients with glioma is assumed by family caregivers who experience a considerable burden during the care process. This study aimed to investigate the level of caregiver burden and explore its associated factors among family caregivers of patients with glioma. Methods: We conducted a cross-sectional study among 131 family caregivers of glioma patients from October 2017 to November 2019. We used the following measurement tools: a demographic questionnaire, the Zarit Burden interview (ZBI), the Hamilton anxiety and depression scale, and the family APGAR index. We used multiple linear regression analysis to determine the factors related to caregiver burden. Results: The ZBI score for the family caregivers of glioma patients was 31.29 (SD = 13.54), and most caregivers (71.7%) reported moderate and severe caregiver burdens. Caregivers’ daily sleep time and anxiety symptoms and patients’ depressive symptoms independently predicted caregiver burden. Conclusions: Family caregivers of glioma patients experienced a moderate burden. Personalised psychological intervention and sleep health guidance for patients and caregivers should be considered to reduce family caregiver burden and enhance the quality of life and mental health of both patients and their caregivers.
查看更多>>摘要：? 2021 Elsevier LtdDelirium is one of the common manifestations of acute brain dysfunction in critically ill patients. We aimed to evaluate the effect of family intervention on reducing the delirium incidence in patients hospitalized in the intensive care unit (ICU). We searched electronic databases for randomized clinical trials, cohort, and before-and-after studies up to September 2021 using the MeSH terms (“family” OR “family caregiver”) AND (“delirium”). A total of 6 studies including 4199 patients were analyzed. Compared to the control group, the risk of delirium was 24% lower in the family intervention group (OR 0·76 [0·67–0·86], P = 0.20, I2 = 31%). Pooled data from two trials showed that family intervention was associated with fewer delirium days (SMD: ?1.13, 95% CI: ?1.91 to ?0.34; P = 0.08; I2 = 67%;). However, there were no significant differences between the two groups in the length of ICU stay, mechanical ventilation duration, and mortality (ICU stay days: MD: ?0.62 days; 95% CI: ?1.49 to 0.24; P = 0.14; I2 = 72%; mechanical ventilation days: MD: ?0.48 days; 95% CI: ?2.10 to 1.13; P = 0.56; I2 = 0%; mortality: OR: 0.68, 95% CI: 0.22 to 2.09; P = 0.08; I2 = 67%). Current evidence supports the use of family intervention in reducing the delirium risk and delirium days in hospitalized ICU patients. However, its effects on reducing ICU stay length, ventilation duration, and mortality require further study. Future research should consider identifying the specific family intervention strategies and their duration.
查看更多>>摘要：? 2021Percutaneous cryoablation (PCA) is a minimally invasive technique that has been recently used to treat spinal metastases with a paucity of data currently available in the literature. A systematic review was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Prospective or retrospective studies concerning metastatic spinal neoplasms treated with current generation PCA systems and with available data on safety and clinical outcomes were included. In the 8 included studies (7 retrospective, 1 prospective), a total of 148 patients (females = 63%) underwent spinal PCA. Tumors were located in the cervical (3/109 [2.8%], thoracic (74/109 [68.8%], lumbar (37/109 [33.9%], and sacrococcygeal (17/109 [15.6%] regions. Overall, 187 metastatic spinal lesions were treated. Thermo-protective measures (e.g., carbo-/hydro-dissection, thermocouples) were used in 115/187 [61.5%] procedures. For metastatic spinal tumors, the pooled mean difference (MD) in pain scores from baseline on the 0–10 numeric rating scale was 5.03 (95% confidence interval [CI]: 4.24 to 5.82) at a 1-month follow-up and 4.61 (95% CI: 3.27 to 5.95) at the last reported follow-up (range 24–40 weeks in 3/4 studies). Local tumor control rates ranged widely from 60% to 100% at varying follow-ups. Grade I-II complications were reported in 9/148 [6.1%] patients and grade III-V complications were reported in 3/148 [2.0%]) patients. PCA, as a stand-alone or adjunct modality, may be a viable therapy in appropriately selected patients with painful spinal metastases who were traditionally managed with open surgery and/or radiation therapy.
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