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1.
PurposeThe purpose of this study was to identify possible association between noncontrast computed tomography (NCCT)-based radiomics features of perihematomal edema (PHE) and poor functional outcome at 90 days after intracerebral hemorrhage (ICH) and to develop a NCCT-based radiomics-clinical nomogram to predict 90-day functional outcomes in patients with ICH.Materials and methodsIn this multicenter retrospective study, 107 radiomics features were extracted from 1098 NCCT examinations obtained in 1098 patients with ICH. There were 652 men and 446 women with a mean age of 60 ± 12 (SD) years (range: 23–95 years). After harmonized and univariable and multivariable screening, seven of these radiomics features were closely associated with the 90-day functional outcome of patients with ICH. The radiomics score (Rad-score) was calculated based on the seven radiomics features. A clinical-radiomics nomogram was developed and validated in three cohorts. The model performance was evaluated using area under the curve analysis and decision and calibration curves.ResultsOf the 1098 patients with ICH, 395 had a good outcome at 90 days. Hematoma hypodensity sign and intraventricular and subarachnoid hemorrhages were identified as risk factors for poor outcomes (P < 0.001). Age, Glasgow coma scale score, and Rad-score were independently associated with outcome. The clinical-radiomics nomogram showed good predictive performance with AUCs of 0.882 (95% CI: 0.859–0.905), 0.834 (95% CI: 0.776–0.891) and 0.905 (95% CI: 0.839–0.970) in the three cohorts and clinical applicability.ConclusionNCCT-based radiomics features from PHE are highly correlated with outcome. When combined with Rad-score, radiomics features from PHE can improve the predictive performance for 90-day poor outcome in patients with ICH.  相似文献   

2.
Summary Background. Diffusion tensor imaging (DTI) and white matter tractography (WMT) are promising techniques for estimating the course, extent, and connectivity patterns of the white matter (WM) structures in the human brain. In this study, we investigated the ability of DTI and WMT to visualize white matter tract involvement for the preoperative surgical planning and postoperative assessment of brainstem lesions. Methods. Preoperative and postoperative DTI data (echo-planar, 1.5T) were retrospectively analyzed in 10 patients with brainstem lesions (3 diffuse, 7 focal). WMT applying a tensor deflection algorithm was used to reconstruct WM tracts adjacent to the lesions. Reconstructed tracts included corticospinal tracts and medial lemnisci. The clinical and imaging follow-up data were also compared and analyzed. Findings. WMT revealed a series of tract alteration patterns including deviation, deformation, infiltration, and apparent tract interruption. WMT reconstructions showed that the major WM tracts were preserved during surgery and improved in position and appearance postoperatively. These findings correlated with the improvement or preservation of neurological function as determined by clinical assessment. Conclusions. Compared with the information provided by conventional MR imaging, DTI and WMT provided superior quantification and visualization of lesion involvement in eloquent fibre tracts of the brainstem. Moreover, DTI and WMT were found to be beneficial for white matter recognition in the neurosurgical planning and postoperative assessment of brainstem lesions.  相似文献   

3.
Fang HY  Ko WJ  Lin CY 《Surgical neurology》2005,64(6):511-517
BACKGROUND: Interleukin (IL) 11 is a multipotential cytokine with anti-inflammatory and fibrogenic properties. It is released into the peripheral blood from damaged brain tissue. The objective of this study was to determine plasma and cerebral spinal fluid (CSF) levels of IL-11 in patients with spontaneous intracerebral hemorrhage (ICH) and to correlate IL-11 with survival, related edema of the brain, volume of hematoma, and hydrocephalus. METHODS: Forty-three patients with spontaneous ICH were included. Twenty-three were male, and 20 were female. The mean age of the patients was 64.3 years. Plasma and CSF samples were collected on the first, second, third, and fourth days after spontaneous ICH onset. RESULTS: The levels of IL-11 in CSF (123.9 +/- 107 pg/mL) were 5 times higher than those in plasma (25.5 +/- 18.0 pg/mL) on the first day (P = .001 by paired t test) in our spontaneous ICH patients, and this significant difference persisted up to the third day of ICH. Plasma IL-11 levels in the nonsurvival group (41.2 +/- 18.9 pg/mL) were significantly higher than those in the survival group (22.2 +/- 15.2 pg/mL) on the second day of ICH onset (P = .024 by Mann-Whitney U test), and the significant difference extended to the fourth day. Plasma IL-11 levels of the hydrocephalus group were higher than those of the nonhydrocephalus group in the first 4 days of ICH, but the difference was not statistically significant. CONCLUSIONS: IL-11 was highly associated with mortality caused by spontaneous ICH and correlated with the hydrocephalus occurring after ICH onset. It is our belief that IL-11 can be a useful clinical marker for spontaneous ICH patients.  相似文献   

4.
Background contextMagnetic resonance imaging (MRI) is the standard imaging modality for the assessment of cervical spinal cord; however, MRI assessment of the spinal cord in cervical spondylotic myelopathy patients has not demonstrated a consistent association with neurologic function or outcome after surgical or medical intervention. Thus, there is a need for sensitive imaging biomarkers that can predict functional impairment in patients with advanced cervical spondylosis.PurposeTo implement diffusion tensor imaging (DTI) as an imaging biomarker for microstructural integrity and functional impairment in patients with cervical spondylosis.Study designNonrandomized, single institution study.Patient sampleForty-eight cervical spondylosis patients with or without spinal cord signal change underwent DTI of the spinal cord along with functional assessment.Outcome measuresFunctional measures of neurologic function via modified Japanese Orthopedic Association (mJOA) score.MethodsA zoomed-echoplanar imaging technique and two-dimensional spatially selective radiofrequency excitation pulse were used for DTI measurement. Fractional anisotropy (FA), mean diffusivity (MD), radial and axial diffusion (AD) coefficient, AD anisotropy, ψ, defined as AD-MD, and the standard deviation (SD) of primary eigenvector orientation were evaluated at the site of compression.ResultsResults suggest average FA, transverse apparent diffusion coefficient, ψ, and SD of primary eigenvector orientation at the spinal level of highest compression were linearly correlated with mJOA score. Receiver-operator characteristic analysis suggested FA and ψ could identify stenosis patients with mild-to-moderate symptoms with a relatively high sensitivity and specificity.ConclusionsThe results of this study support the potential use of DTI as a biomarker for predicting functional impairment in patients with cervical spondylosis.  相似文献   

5.

Spontaneous intracerebral hemorrhage (ICH) has an increasing incidence and a worse outcome in elderly patients. The ability to predict the functional outcome in these patients can be helpful in supporting treatment decisions and establishing prognostic expectations. We evaluated the performance of a machine learning (ML) model to predict the 6-month functional status in elderly patients with ICH leveraging the predictive value of the clinical characteristics at hospital admission. Data were extracted by a retrospective multicentric database of patients?≥?70 years of age consecutively admitted for the management of spontaneous ICH between January 1, 2014 and December 31, 2019. Relevant demographic, clinical, and radiological variables were selected by a feature selection algorithm (Boruta) and used to build a ML model. Outcome was determined according to the Glasgow Outcome Scale (GOS) at 6 months from ICH: dead (GOS 1), poor outcome (GOS 2–3: vegetative status/severe disability), and good outcome (GOS 4–5: moderate disability/good recovery). Ten features were selected by Boruta with the following relative importance order in the ML model: Glasgow Coma Scale, Charlson Comorbidity Index, ICH score, ICH volume, pupillary status, brainstem location, age, anticoagulant/antiplatelet agents, intraventricular hemorrhage, and cerebellar location. Random forest prediction model, evaluated on the hold-out test set, achieved an AUC of 0.96 (0.94–0.98), 0.89 (0.86–0.93), and 0.93 (0.90–0.95) for dead, poor, and good outcome classes, respectively, demonstrating high discriminative ability. A random forest classifier was successfully trained and internally validated to stratify elderly patients with spontaneous ICH into prognostic subclasses. The predictive value is enhanced by the ability of ML model to identify synergy among variables.

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6.
OBJECT: Diffusion-weighted (DW) magnetic resonance imaging was used to visualize corticospinal tract injury in patients with deep intracerebral hemorrhage (ICH), and the results were used to predict motor impairment of the extremities. METHODS: Twenty-eight patients with deep ICH (17 men and 11 women, mean age 58+/-14 years) were examined. The volume of the ICH was assessed on initial computerized tomography scans. Twelve patients had ICH volumes of 40 ml or more and were treated surgically, and 16 patients who had an ICH volume of less than 40 ml were treated medically. Initial corticospinal tract injury was classified into four grades according to the anatomical relationship between the corticospinal tract and the ICH on DW images. Motor impairment of both the upper and lower extremities was assessed at admission and 1 month poststroke by using the National Institutes of Health Stroke Scale. The extent of correlation was determined between motor impairment and corticospinal tract injury. Initial corticospinal tract injury was not correlated with the impairment of extremities at admission but was closely correlated with motor impairment of the upper (r = 0.843, p < 0.001) and lower (r = 0.868, p < 0.001) extremities at 1 month poststroke. Impairment of the upper extremities correlated better with anterior than with posterior corticospinal tract injury (r = 0.911 compared with r = 0.600), and impairment of the lower extremities correlated better with posterior than with anterior injury (r = 0.890 compared with r = 0.787). CONCLUSIONS: Early evaluation of corticospinal tract injury based on DW imaging can provide predictive value for motor functional outcome in patients with deep ICH.  相似文献   

7.
功能和纤维成像在脑功能区胶质瘤中的应用   总被引:11,自引:0,他引:11  
Li ZX  Dai JP  Jiang T  Li SW  Sun YL  Liang XL  Gao PY 《中华外科杂志》2006,44(18):1275-1279
目的研究功能磁共振成像(fMRI)定位脑运动功能区和弥散张量纤维束示踪成像(diffusion tensor tractography,DTT)显示锥体束与肿瘤位置关系在脑胶质瘤行直接皮质电刺激手术的指导作用。方法对28例邻近或累及脑运动功能区的患者,术前在常规成像基础上,分别行双手握拳刺激策略的血氧水平依赖性功能磁共振成像(BOLD-fMRI)和弥散张量成像(DTI),经工作站提供的BOLD.fMRI和DTI图像分析软件包获得脑运动功能区的激活图像、二维的部分各向异性伪彩图(fractional anisotropy,FA Color)和三维的白质纤维束示踪图。提供脑肿瘤与脑运动皮质区和运动传导束即锥体束的位置关系信息,制定手术方案。所有患者均行术中皮质直接电刺激定位运动区。术前、术后均行Karnofsky生活状态(KPS)评分,判断患者的状态。结果28例患者的fMRI和DTI获得良好的脑双手握拳运动功能区激活图像和锥体束纤维束走形图像,显示初级运动皮质区、运动前皮质区、辅助运动皮质区等手运动相关的脑功能区和运动传导束——锥体束与肿瘤的位置关系。在术前脑功能磁共振图像指导下,直接皮质电刺激快捷、准确定位初级运动皮质区,发现两者具有良好的一致性。术后患者KPS评分结果较术前提高。结论术前BOLD-fMRI和DTT可于活体、无创地描绘脑运动功能区和锥体束与肿瘤的功能解剖位置关系,优化手术方案,在唤醒麻醉下指导直接皮质电刺激定位运动区的手术,实现最大程度保护患者重要的功能,并最大程度地切除肿瘤。  相似文献   

8.
目的探讨扩散张量纤维束示踪成像诊断无小脑病灶的多发性硬化患者共济失调的价值。方法对18例有共济失调症状的MS患者(MS组)和18名健康志愿者(对照组)进行头部MR扫描,利用纤维束示踪技术追踪穿过小脑双侧齿状核和双侧丘脑白质的纤维束,计算FA值、ADC值和纤维束条数,并进行统计学分析。结果与对照组比较,MS组右侧丘脑白质纤维束FA值减低、ADC值增加(P均0.05);左侧丘脑、双侧齿状核FA值、ADC值差异均无统计学意义(P均0.05);双侧丘脑、双侧齿状核的白质纤维束条数差异均无统计学意义(P均0.05)。MS组双侧丘脑、双侧齿状核的FA值、ADC值、纤维束条数与临床扩展残疾状态量表评分、病程均无相关性(P均0.05)。结论扩散张量纤维束示踪成像诊断无小脑病灶的多发性硬化患者共济失调有一定临床应用价值。  相似文献   

9.
Spontaneous intracerebral hemorrhage (ICH) often represents a devastating event despite maximal therapeutic efforts. Statins are drugs primarily used as cholesterol reducers with several pleiotropic effects that may result in neuroprotection. In this study, we assessed the continued use of statins after acute ICH. From January 2008 to October 2010, we analyzed a retrospective cohort of 178 patients with acute ICH. Patients with head injury, cerebral tumors, hemorrhage after ischemic stroke, and having a National Institute Health Stroke Scale (NIHSS) score of greater than 30 points on admission were excluded. In 29 patients, statins were continued within the first 24 h after onset of ICH and, subsequently, given daily until discharge, whereas 149 nonusers were used as controls. Inpatient mortality, NIHSS, and Glasgow Outcome Score (GOS) at discharge as well as mortality after 10 days, 3 months, and 6 months were recorded as outcomes. Additionally, changes of C-reactive protein (CRP) and white blood cell (WBC) counts, as well as aspartate transaminase and alanine transaminase levels were assessed. Except for the number of hypertensive and diabetic patients, characteristics on admission were similar between both groups. No mortality was observed in statin users, whereas 19 controls (12.7 %) died (p?=?0.04) until discharge; after 10 days, 3 months, and 6 months, a similar trend was found. After 6 months, statin use was associated to lower mortality in regression models (OR?=?0.32, 95 % CI?=?0.11–0.95, p?=?0.04). In the same way, statin use was related to NIHSS reduction (?3.53, 95 % CI?=??7.59 to 0.42, p?=?0.07). In mixed models, changes of WBC counts and CRP levels were associated with statin use. The hepatic enzymes were similar between groups. The continued use of statins after ICH could be associated to early neurological improvement and may reduce mortality within 6 months. Immunomodulation as a pleiotropic effect of statins may represent one of the underlying mechanisms.  相似文献   

10.
Brain-stem auditory evoked potentials (BAEP's) were recorded in 19 patients with spontaneous intracerebral hemorrhage. More than half of the patients were deeply comatose. There was no correlation between BAEP changes and different types of spontaneous intracerebral hemorrhage or between BAEP's and coma grading by the Glasgow Coma Scale. However, BAEP's were a significant prognostic aid in these cases and useful in indicating the level of the brain-stem lesion.  相似文献   

11.
Spontaneous intracerebral hemorrhage (ICH) has the highest mortality of all cerebrovascular events. Thirty-day mortality approaches 50%, and only 20% of survivors achieve meaningful functional recovery at 6 months. Many clinicians believe that effective therapies are lacking; however, this is changing because of new data on the pathophysiology and treatment of ICH, particularly research establishing the role of medical therapies to promote hematoma stabilization. This article provides updates to a recent publication discussing basic principles of ICH management, including initial stabilization, the prevention of hematoma growth, treatment of complications, and identification of the underlying etiology. Minimally invasive surgery (MIS) to reduce clot size is also discussed, with the goal of preserving neurologic function through reduction in parenchymal damage from edema formation.  相似文献   

12.
Magnetic resonance (MR) imaging as an indicator of recovery from hemiparesis was evaluated in 60 patients with spontaneous intracerebral hemorrhage. T2-weighted MR images revealed early MR abnormality (EMA) of the corticospinal tract within 1 week of ictus. Most patients without EMA recovered beyond Brunnstrom's Recovery Stage 3 while only a few patients with EMA did so. Patients with EMA cannot regain motor function because EMA is almost always followed by complete tract degeneration. EMA in the brainstem and poor motor function recovery are closely correlated.  相似文献   

13.

Background

Perihematomal edema (PHE) can worsen patient outcomes after spontaneous intracerebral hemorrhage (ICH). Minimally invasive surgery (MIS) in combination with thrombolytic removal of hematoma has been proven to be a promising treatment strategy. However, preclinical studies have suggested that intraclot thrombolysis may exacerbate PHE after ICH. Herein, we investigated the effects of MIS and urokinase on PHE.

Methods

ICH patients were retrospectively identified from our institutional ICH database. Computerized volumetric analysis was applied to assess changes in both ICH and PHE volumes using computed tomographic (CT) scans of T1 (pre-MIS) and T2 (post-MIS) time points. Relative PHE (rPHE) was calculated as a ratio of PHE and T1 ICH volume.

Results

Data from 60 MIS plus urokinase (MIS + U), 20 MIS aspiration only (MO), and 30 control patients were analyzed. The ICH volume, PHE volume and rPHE on T2 CT in both MIS + U and MO groups significantly decreased as compared with the control group (ICH volume, 13.7?±?5.7 ml, 17.0?±?10.5 ml vs. 30.5?±?10.3 ml, P?vs. 45.4?±?16.0 ml, P?P?2 trended towards similarity, but was not significant (P?=?0.09, P?=?0.40, P?=?0.43). Furthermore, we found a significant correlation between the percent of ICH removal and PHE reduction (r?=?0.59, P?2 PHE volume (r?=?0.19; P?=?0.16) or T2 rPHE (r?=?-0.12; P?=?0.37).

Conclusions

Hematoma evacuation using MIS leads to a significant reduction in PHE. Furthermore, the use of urokinase does not exacerbate PHE, making its hypothesized proedematous effects unlikely when the thrombolytic is administered directly into the clot.  相似文献   

14.
Patients with Diffuse axonal injury (DAI) frequently exhibit cognitive disorders chronically. Radiologic recognition of DAI can help understand the clinical syndrome and to make treatment decisions. However, CT and conventional MRI are often normal or demonstrate lesions that are poorly related to the cognitive disorders. Recently, diffusion tensor imaging (DTI) fiber tractography has been shown to be useful in detecting various types of white matter damage. The aim of this study was to evaluate the feasibility of using DTI fiber tractography to detect lesions in DAI patients, and to correlate the DAI lesions with the cognitive disorders. We investigated two patients with chronic DAI. Both had impaired intelligence, as well as attention and memory disorders that restricted their activities of daily living. In both patients, DTI fiber tractography revealed interruption of the white matter fibers in the corpus collosum and the fornix, while no lesions were found on conventional MRI. The interruption of the fornix which involves the circuit of Papez potentially correlates with the memory disorder. Therefore, DTI fiber tractography may be a useful technique for the evaluation of DAI patients with cognitive disorders.  相似文献   

15.
This study was performed to determine the prevalence and the prognostic significance of microalbuminuria in patients admitted to intensive care unit (ICU) after spontaneous intracerebral hemorrhage (ICH). From May 2004 to April 2006, we studied 59 consecutive ICH patients verified using computed tomography and admitted to our ICU within a day after stroke. General clinical, neurologic data, and Glasgow Coma Scale (GCS) were recorded at admission to ICU. Urine was collected at admission to ICU for measuring the urinary microalbumin/creatinine ratio. At hospital discharge, neurologic outcome was assessed using Glasgow Outcome Scale. Among 59 patients, 37 (63%) had unfavorable neurologic outcomes (death, persistent vegetative state, and severe disability). The prevalence rate of microalbuminuria was 85% [95% confidence interval (CI), 76-94]. The areas under the receiver operator characteristic curves showed that the urinary microalbumin/creatinine ratio [0.81 (95% CI, 0.70-0.92)] and the GCS score [0.78 (95% CI, 0.66-0.90)] at admission were significant predictors of unfavorable neurologic outcome at hospital discharge. The threshold value, sensitivity, specificity, and likelihood ratio for the urinary microalbumin/creatinine ratio were 200 mg/g, 51% (95% CI, 39-64), 96% (95% CI, 90-100), and 11.3 (95% CI, 7.9-16.0); and those for the GCS score were 11, 46% (95% CI, 36-61), 96% (95% CI, 90-100), and 10.1 (95% CI, 7.2-14.1), respectively. This study confirmed a high prevalence of microalbuminuria in ICH patients in ICU, and suggested that the urinary microalbumin/creatinine ratio >200 mg/g was comparable to the GCS score <11 at admission to the ICU with regard to its prognostic characteristics after ICH.  相似文献   

16.
Spontaneous intracerebral hemorrhage from a supratentorial capillary hemangioblastoma resulting in the death of a 26-year-old woman is reported. We suggest that the presence of glial fibrillary acidic protein containing stromal cells in the tumor tissue may serve as a point distinguishing hemangioblastoma from angioblastic meningioma.  相似文献   

17.
《Renal failure》2013,35(8):923-927
To date, despite a markedly high incidence of intracerebral hemorrhage (ICH) in patients with end-stage renal disease, only few studies have focused on factors that affect patient's prognosis. To elucidate these factors, we retrospectively investigated 22 consecutive patients who had chronic renal failure, were maintained by hemodialysis (HD), had suffered from ICH, and were hospitalized and treated in our institute from 2006 to 2008. Hematoma volume, blood pressure on admission, blood pressure 3 days after ICH onset, and neurological deterioration significantly affected patient mortality. Progression of neurological symptoms during HD was observed often in patients with hematoma of more than 60 mL or in patients with pontine hemorrhages. Age, gender, duration of HD, anti-platelet or anticoagulant therapies, or maximal dose of nicardipine did not affect patient's prognosis. Based on this study we conclude that controlling blood pressure on admission and within 3 days after onset of ICH may be the most important factor that would improve patient's prognosis. Further, special care might be required for patients with large hematomas (more than 60 mL) or those with brainstem hemorrhages, because progression of neurological symptoms occurs often in such patients.  相似文献   

18.
D G Nehls  D A Mendelow  D I Graham  G M Teasdale 《Neurosurgery》1990,27(5):674-82; discussion 682
The purpose of the present study was to determine whether early removal of an experimental intracerebral mass altered cerebral blood flow, brain water content, neuropathological findings, or neurological function 24 hours later. In three experimental series, a 50-microliter balloon was inflated within the right caudate nucleus in rats. At 24 hours after inflation, we studied cerebral blood flow by quantitative autoradiography, brain specific gravity, and qualitative histopathology by light microscopy. The animals were also assessed using a simple neurological deficit scale. In each series, half of the animals had the balloon inflated for 10 minutes (Group 1), and half had the balloon inflated permanently (Group 2). After transient inflation, there were surprisingly small differences in the blood flow between the two cerebral hemispheres at 24 hours. By contrast, in animals with permanent inflation, several indices of blood flow were significantly worse in the hemisphere ipsilateral to the balloon: the mean and median blood flow levels in the caudate nucleus; the mean blood flow in the cerebral cortex; and the area of cortex with ischemic levels of blood flow. The specific gravity was reduced in areas surrounding the site of balloon insertion after either transient or permanent inflation, and there was evidence of ischemic cell damage in all animals studied. These changes were more severe after permanent inflation, but the differences were not significant. Neurological outcome was significantly better after transient as compared with permanent inflation. The present findings contradict previous results and suggest that early removal of an intracerebral mass may have subsequent benefits.  相似文献   

19.
Image-guided endoscopic evacuation of spontaneous intracerebral hemorrhage   总被引:2,自引:0,他引:2  
BACKGROUND: Spontaneous ICH is a devastating disease with high morbidity and mortality. Intracerebral hemorrhage lacks an effective medical or surgical treatment despite the acknowledged pathophysiologic benefits of achieved hemostasis and clot removal. Image-guided stereotactic endoscopic hematoma evacuation is a promising minimally invasive approach designed to limit operative injury and maximize hematoma removal. METHODS: A single-center randomized controlled trial was designed to assess the safety and efficacy of stereotactic hematoma evacuation compared to best medical management. Patients were randomized within 24 hours of hemorrhage in a 3:2 fashion to best medical management plus endoscopic hematoma evacuation or best medical management alone. Data were collected to assess efficacy and safety of hematoma evacuation and to identify procedural components requiring technical improvement. RESULTS: Ten patients have been enrolled and randomized to treatment. Six patients underwent endoscopic evacuation with a hematoma volume reduction of 80% +/- 13% at 24 hours post procedure. The medical arm demonstrated a hematoma enlargement of 78% +/- 142% during this same period. Rehemorrhage rates and deterioration rates were similar in the 2 groups. Mortality was 20% in the endoscopic group and 50% in the medical treatment cohort. The endoscopic technique was shown to be effective in identification and evacuation of hematomas, whereas reduction in the number of endoscopic passes and maintenance of hemostasis require further study. CONCLUSION: Image-guided stereotactic endoscopic hematoma removal is a promising minimally invasive technique that is effective in immediate hematoma evacuation. This technique deserves further investigation to determine its role in ICH management.  相似文献   

20.
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