OBJECTIVE:Takayasu arteritis (TAK)-related stroke and large-artery atherosclerosis (LAA)-related stroke share overlapping clinical features but differ fundamentally in pathophysiology and treatment strategies. Differentiating these two aetiologies remains a diagnostic challenge with critical therapeutic implications. We aimed to compare the clinical profiles, imaging characteristics and outcomes of TAK- versus LAA-related stroke to provide insights for diagnosis and management. PATIENTS AND METHODS:We conducted a multicentre comparative study using nationwide prospective registry cohorts in China. Among 926 patients with TAK, 80 patients with stroke were included. In addition, 372 patients with LAA-related stroke were selected from the China National Stroke Registry-III cohort (n=14 146). Clinical and imaging characteristics, traditional stroke risk factors and outcomes were analysed and compared. Subgroup analyses were performed according to the presence of atherosclerosis in TAK. Propensity score weighting was performed as a sensitivity analysis. RESULTS:Compared with LAA-related stroke, TAK-related stroke was younger, with a strong female predominance and lower prevalence of vascular risk factors and appeared to have a higher proportion of favourable functional outcomes (modified Rankin Scale 0-2: 93.2% vs 72.6%, p=0.0002), although direct comparison was limited by differences in follow-up structure and assessment timing. Furthermore, patients with TAK tended to show distinct imaging features, including predominant extracranial artery involvement and anterior circulation infarctions located in the subcortical/deep white matter. Among patients with TAK-related stroke, those with coexisting atherosclerosis were older, had longer disease duration and had a greater risk of supra-aortic complications and a higher rate of endovascular interventions. CONCLUSIONS:This study highlights distinct clinical and imaging profiles between TAK- and LAA-related strokes. It also provides a comparative analysis of TAK-related stroke with and without atherosclerosis, revealing differences in risk factors, vascular characteristics and intervention needs. These findings provide a descriptive framework that may assist aetiological differentiation and hypothesis generation for future studies.
Neurovascular coupling (NVC) refers to the process of aligning cerebral blood flow with neuronal metabolic demand. This study explores the potential of contralateral NVC—linking neural electrical activity on the stroke side with cerebral blood flow velocity (CBFV) on the contralesional side—as a marker of physiological function of the brain. Our aim was to examine the association between contralateral NVC and neurological outcomes in patients with ischemic stroke following endovascular thrombectomy. We concurrently recorded the CBFVs of the middle cerebral arteries and electroencephalographic (EEG) signals of patients after endovascular thrombectomy. We employed phase-amplitude cross-frequency coupling to quantify the contralateral coupling between EEG activity on the stroke side and CBFV on the contralesional side. Key neurological outcomes were measured, including changes in National Institute of Health Stroke Scale (NIHSS) scores, infarct volume progression over 7 days, and modified Rankin Scale scores at 90 days. A total of 52 study participants were enrolled in our study (mean age 61.5 ± 10.4 years; 90.4
Background Personalized blood pressure (BP) management for patients with acute ischemic stroke after successful endovascular thrombectomy lacks evidence. We aimed to investigate whether the deviation of BP from cerebral autoregulation limits is associated with worse outcomes. Methods and Results We determined autoregulation by measuring mean velocity index and calculated the percentage of time and the burden (defined as the time‐BP area) with BP outside the autoregulatory limits of each subject within 48 hours after endovascular thrombectomy. In total, 91 patients with large vessel occlusion stroke who had achieved successful recanalization were prospectively enrolled between May 2020 and February 2022. The burden with BP outside the autoregulatory limits was associated with poor outcome (modified Rankin Scale score 3–6) at 90 days (adjusted odds ratio, 1.28 [95% CI, 1.03–1.59]). The percentage of time with BP out of the autoregulatory limits was correlated with early neurological deterioration (National Institute of Health Stroke Scale scores increased ≥2 at 7 days) (adjusted odds ratio, 1.38 [95% CI, 1.04–1.83]). The burden of BP that decreased below the autoregulatory lower limit was associated with significant infarct growth (volume of infarct growth >11.6 mL) at 7 days (adjusted odds ratio, 1.21 [95% CI, 1.01–1.44]). The percentage of time that BP exceeded the autoregulatory upper limit was associated with symptomatic intracranial hemorrhage within 48 hours (adjusted odds ratio, 1.55 [95% CI, 1.02–2.34]). Conclusions Both the percentage of time and the burden of BP that deviates from the autoregulation‐preserved range are associated with unfavorable clinical outcomes. This study highlights the potential benefits of autoregulation‐guided BP management strategy after successful recanalization.
Background: Interleukin-6 (IL-6) plays an important role in the pathophysiology of atherosclerosis. This study aimed to determine whether IL-6 is a crucial biomarker associated with Multiple Acute Infarctions (MAIs), which indicate an important stroke mechanism of artery-- to-artery embolism with a high risk of stroke recurrence in symptomatic Intracranial Atherosclerotic Disease (sICAD). We tested the association between circulating IL-6 levels and the presence of MAIs in a prospective population-based registry. Methods: We included 1,919 patients with sICAD and baseline IL-6 levels from the Third China National Stroke Registry for the current analysis, The baseline IL-6 was centrally measured at Beijing Tiantan Hospital, Images of the brain parenchyma and vascular structures were digitized and then blindly and independently read by two groups of trained readers, The recruited patients were divided into 3 groups according to IL-6 tertiles, The relationship between baseline IL-6 tertile levels and the presence of MAIs was modeled using multivariate logistic regression. Results: Compared to patients in the first IL-6 tertile those in the second and third tertiles demonstrated a significantly higher proportion of MAIs. The odds ratios were 1.81 [95% Confidence Interval (CI), 1.42-2.30] for the second versus first tertile and 2.15 (95% CI 1.66-2.79) for the third versus first tertile, The proportion of patients with MAIs increased with rising IL-6 tertiles observed at 59.3%, 71.6% and 76.4% for the first, second and third tertiles, respectively (P for trend < 0.001). The association between higher IL-6 tertiles and increased proportion of MAIs was also present in subgroups defined by age < 65 years, age ≥ 65 years, male, and high-sensitivity C-reactive Protein (hs-CRP) ≥ 2 mg/L. Furthermore, a significant interaction was detected for the hs- CRP subgroup (P = 0.038). In sensitivity analyses, the positive correlation between IL-6 levels and the proportion of MAIs remained consistent. Conclusion: In patients with sICAD, higher IL-6 levels were associated with an increased proportion of MAIs. IL-6 could be used as a biomarker and a potential therapeutic target for future atherosclerosis treatment and prevention in patients with sICAD.
Background and purposeThe ring finger protein 213 gene (RNF213) p.R4810K variant increased the risk of acute ischaemic stroke (AIS) attributable to intracranial arterial stenosis (ICAS) in the Japanese and Korean populations. In this study, we aimed to examine the prevalence of theRNF213p.R4810K variant in Chinese patients with AIS or transient ischaemic attack and identify the phenotype of the carriers.MethodsWe analysed data from the Third China National Stroke Registry. All included participants were divided into two groups by carrier status of the p.R4810K variant. The aetiological classification was conducted according to the Trial of Org 10172 in Acute Stroke Treatment (TOAST) criteria. The presence of ICAS and extracranial arterial stenosis (ECAS) was defined as 50%–99% stenosis or occlusion of any intracranial and extracranial artery. Logistic regression models and Cox regression models were used to evaluate the association of the p.R4810K variant with TOAST classification, stenosis phenotypes and clinical outcomes.ResultsA total of 10 381 patients were enrolled, among which 56 (0.5%) had the heterozygote GA genotype for p.R4810K. The variant carriers were younger (p=0.01), and more likely to suffer from peripheral vascular disease (p=0.04). The p.R4810K variant was associated with large-artery atherosclerosis (LAA) (adjusted OR=1.94, 95% CI 1.13 to 3.33), anterior circulation stenosis (adjusted OR=2.12, 95% CI 1.23 to 3.65) and ECAS (adjusted OR=2.29, 95% CI 1.16 to 4.51). Nevertheless, the p.R4810K variant was not associated with recurrence, poor functional outcome and mortality at 3 months and 1 year.ConclusionsTheRNF213p.R4810K variant was associated with LAA, anterior circulation stenosis and ECAS in Chinese patients. Given the low carrying rate and only 1-year follow-up information, caution should be taken to interpret our findings in no statistically significant association between the p.R4810K variant and stroke prognosis in Chinese patients.
目的 评估基于计算机流体力学(computational fluid dynamics,CFD)技术的无创血流动力学参数与缺血性卒中复发之间的关系.方法 连续入组2018年6月-2019年6月在首都医科大学附属北京天坛医院脑血管病中心住院治疗的急性缺血性卒中且经头颅MRI和MRA证实为症状性颅内动脉狭窄的患者.收集患者的临床及影像学检查信息.对患者的MRA原始图像进行后处理分析,建立CFD模型,并通过计算获得责任血管的血流分数、血流速度比和血管壁剪切力比.所有入组患者完成12个月随访,根据随访期内是否有缺血性卒中或T I A复发分为卒中复发组和无卒中复发组,分析各血流动力学参数与12个月内缺血性卒中复发的相关性.结果 共入组48例患者,中位年龄58(52~68)岁,其中男性患者36例(75.0%).责任血管中位狭窄率为60.3%(53.2%~82.0%),狭窄长度为3.3(2.6~4.9)mm.12个月随访缺血性卒中复发10例(20.8%).卒中复发组责任血管的血流分数低于无卒中复发组[0.74(0.69~0.81)vs.?0.90(0.82~0.97),P=0.01].ROC曲线显示,血流分数预测缺血性卒中复发AUC为0.796(0.669~0.923),截点值为0.815,敏感度为76.3%,特异度为80.0%.结论 通过CFD技术模拟计算的血流分数可能是症状性颅内大动脉狭窄患者缺血性卒中复发的预测因子之一.
BACKGROUND:Little is known about the distribution of the intracranial arteries that are responsible for noncardiogenic posterior circulation stroke (PCS) in the Chinese population. Furthermore, few studies have compared the imaging manifestations and outcomes across PCS due to the disease of different intracranial arteries. Therefore, our aim was to demonstrate the distribution of the intracranial arteries that were responsible for noncardiogenic PCS and to compare the imaging manifestations and outcome across PCS due to the disease of different intracranial arteries.METHODS:We prospectively enrolled 690 patients from 22 Chinese centers with noncardiogenic PCS due to intracranial artery disease. Intracranial artery disease was classified as intracranial vertebral artery disease (IVAD) and intracranial nonvertebral artery disease (INVAD). Clinical-radiologic patterns and outcomes were compared between IVAD and INVAD.RESULTS:INVAD was more frequent than IVAD. Compared to the INVAD group, the IVAD group more frequently had hypertension, coronary heart disease, multiple infarcts, border zone infarcts, territorial infarcts, small cortical infarcts, multilevel infarcts, multisector infarcts, and more often had severe stenosis of the responsible artery, more often presented with decreased alertness, gaze palsy, bilateral limb weakness, ataxia, dysphagia, diplopia, vertigo, and headache. In addition, the IVAD group had a higher National Institutes of Health stroke scale score and modified Rankin Scale score at discharge and more deaths and recurrent ischemic cerebrovascular disease within 1 year of onset. Multivariable Cox regression identified IVAD as an independent predictor of recurrent ischemic cerebrovascular disease.CONCLUSIONS:PCS due to INVAD was more common in the Chinese population. However, PCS due to IVAD had more serious clinical-radiologic patterns and worse outcomes.
Quantitative electroencephalography data are helpful to predict outcomes of cerebral infarction patients. The study was performed to evaluate the value of brain symmetry index by quantitative electroencephalography in predicting 3-month mortality of large hemispheric infarction. We studied a prospective, consecutive series of patients with large supratentorial cerebral infarction confirmed within 3 days from the onset in 2 intensive care units from August 2017 to February 2020. The electroencephalography was recorded once admission. The brain symmetry index (BSI) which is divided into BSIfast and BSIslow were calculated for each electrodes pair. The outcome was mortality at 3 months after the onset. A total of 38 patients were included. The subjects were divided into the mortality group (15 patients) and survival group (23 patients). Of the BSIfast and BSIslow at each electrodes pair, higher BSIfastC3-C4, higher BSIslowC3-C4, and higher BSIslowO1-O2 were noticed in the mortality group than that in the survival group at 3 months (P = .001; P = .010; P = .009). Multivariable analysis indicated that BSIfastC3-C4 was an independent predictor of 3-month mortality (odds ratio = 1.059, 95%CI 1.003, 1.119, P = .039). BSIfastC3-C4 could significant predict 3-month mortality (area under curve = 0.805, P = .005). And when we combined BSIfastC3-C4, Glasgow Coma Scale and infarct volume together to predict the 3-month mortality, the predicted value increased (area under curve = 0.840, P = .002). BSIfastC3-C4 could independently predict the 3-month mortality of large hemispheric infarction. The combination marker which includes Glasgow Coma Scale, infarct volume, and BSIfastC3-C4 has a better diagnostic value. Further clinical trials with a large sample size are still needed.
Objectives:To investigate the correlation between stress hyperglycemia ratio (SHR) and outcomes in patients with acute ischemic stroke treated with endovascular treatment.Methods:In a multicenter registration study for RESCUE-RE (a registration study for critical care of acute ischemic stroke after recanalization), eligible patients with large vessel occlusion stroke within 24 hours after onset who received endovascular treatment between July 2018 and May 2019 were enrolled. SHR was calculated as the fasting glucose concentration divided by the estimated average glucose concentration and then categorized into four groups according to the quartiles (group Q1, group Q2, group Q3 and group Q4). The primary outcome was poor neurological outcomeat day 90 fromstroke onset [defined as modified Rankin scale (mRS) of 3-6]. Secondary outcomes included early neurological deterioration (END), death within 3 months after stroke onset, and symptomatic intracranial hemorrhage.Multivariable logistic and Cox regression modelswere used to assess the correlation between quartiles of SHR and prognosis in patients with endovascular treatment. Results:A total of 592 patients were enrolled in the study, with a mean age of (63±12) years, and 68.07% were male.The median National Institute of Health stroke scale(NIHSS) score on admission was15(11, 20), and the median SHR was 1.23 (1.07, 1.47), with SHR<1.07 in group Q1, 1.07≤SHR<1.23 in group Q2, 1.23≤SHR<1.47 in group Q3 and SHR≥1.47 in group Q4, respectively. The rate of complete recanalization was lower in group Q4 than that of group Q1 (70.27% vs 83.67%, P=0.026). After fully adjusted for potential covariates, the risk of poor neurological outcome at day 90 from stroke onset in group Q4 was 2.38 folds that of group Q1(adjusted OR= 2.38, 95% CI: 1.57-3.57, P=0.003). The risk of death within 3 months of patients in group Q4 was 1.80 times that of the patients in group Q1, but the difference was not statistically significant(adjusted HR=1.80, 95% CI: 0.90-3.62, P=0.098). Conclusion:Higher SHR was correlated with poor neurological outcome at 3 months in large artery occlusion related acute ischemic stroke patients receiving endovascular therapy.
BackgroundAneurysmal subarachnoid hemorrhage (aSAH) is a life-threatening condition with high disability and mortality. MicroRNAs (miRNAs) are reported to play a modulating role in aSAH. We investigated specific plasma microRNAs (miRNAs) associated with aSAH and gained comprehensive insight into its pathological mechanisms.MethodsThis is a prospective case–control study. We used a two-stage approach, with primary screening and ensuing two-step validation stages. Significantly differentially expressed plasma miRNAs between aSAH patients and neurologically healthy controls were initially screened by microarray analysis. These miRNAs were then validated in two groups of independent cohorts using reverse transcription quantitative real-time polymerase chain reaction assays. Functional annotation of these miRNA targets was performed by Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses.ResultsIn the primary screening stage, 14 miRNAs were identified as differentially expressed at a significance level of P < 0.05 and fold change >2 between 5 aSAH patients and 5 neurologically healthy controls. In the two validation steps (20 patients vs. 20 control; 40 patients vs. 30 controls), miR-23b-3p, miR-590-5p, miR-20b-5p, miR-142-3p, and miR-29b-3p were found to be significantly down-regulated in patients with aSAH compared with controls. Through these 5 miRNAs, we obtained 32 overlapping target genes, including TGM2, EREG, EDN1, and COL4A1, in three databases that may affect the progression of aSAH. The results of functional annotation revealed mechanisms mainly related to inflammation, smooth muscle cell proliferation and cell adhesion, potentially contributing to the occurrence of aSAH.ConclusionWe demonstrate that specific miRNAs in plasma, including miR-23b-3p, miR-590-5p, miR-20b-5p, miR-142-3p, and miR-29b-3p, are significantly down-regulated in aSAH patients and may play a modulating role in its progression.
Abstract Background and purpose Spontaneous subarachnoid hemorrhage is a neurological emergency with high mortality and disability. Hypertensive states are related to a bad prognosis and a higher risk of rebleeding. However, the relationship between high blood pressure and onset time with spontaneous subarachnoid hemorrhage and its prognosis is quite unknown. Methods Data from the Chinese Stroke Center Alliance database was reviewed. Patients were divided into 4 groups according to hemorrhage onset time and status of admission systolic blood pressure. Poor outcome was regarded as in-hospital mortality or withdrawal of life-sustaining treatment. The association between onset time and admission systolic blood pressure and risk of poor outcome was analyzed by the Cox regression model. Results Of 8136 patients included in this study, 1791 (22.0%) patients had poor outcome at discharge. Compared with normotensive patients with daytime onset, hypertensive patients with nighttime onset significantly increased the risk of in-hospital mortality or withdrawal of life-sustaining treatment (adjusted OR, 1.796; 95% CI, 1.511–2.136; p < 0.001). Conclusions Nighttime onset with the presence of increased blood pressure at admission was associated with the increased risk of in-hospital mortality or withdrawal of life-sustaining treatment.
BACKGROUND:Ischemic stroke (IS) caused by middle cerebral artery (MCA) disease is the most common type of IS caused by intracranial artery disease in the Chinese population. Hypertension and diabetes mellitus are the common risk factors of cerebral small vessel disease and large artery atherosclerosis (LAA). However, little is known about whether hypertension and diabetes mellitus had different correlations with the small artery occlusion (SAO) and LAA etiology of MCA disease. Therefore, our aim was to identify the predictors of the etiology of MCA disease.METHODS:We consecutively enrolled 967 patients with noncardiogenic IS in unilateral MCA territory. Vascular risk factors and the clinical-radiologic features of IS were analyzed. The etiology of IS were classified as SAO or LAA according to the Stop Stroke Study Trial of Org 10172 in Acute Stroke Treatment classification criteria. Multivariable logistic regression was used to identify the differences in the predictors between SAO and LAA etiology of MCA disease.RESULTS:Multivariable logistic regression identified male and hypertension as the predictors of the SAO etiology of MCA disease, however diabetes mellitus, repeated transient ischemic attack before the stroke, gaze palsy, aphasia, headache at admission, and disability at discharge as the predictors of the LAA etiology of MCA disease.CONCLUSION:Hypertension and diabetes mellitus are related with the different etiology of MCA disease.
Background:The role of serum uric acid (SUA) in affecting outcomes after endovascular treatment (EVT) in patients with ischemic stroke remains unclear. This study investigated the association of SUA with outcomes of patients with acute large vessel occlusion (LVO) who had received EVT.Methods:Patients with acute LVO stroke who underwent EVT within 24 hours were enrolled from a prospective, nationwide registry study. Baseline characteristics and SUA level within 24 hours of EVT were collected. The primary outcome was an excellent 90-day functional outcome [modified Rankin Scale (mRS) score 0-1]. Secondary outcomes included a favorable 90-day outcome (mRS score 0-2), symptomatic intracranial hemorrhage (sICH), and 90-day mortality. The SUA level was analyzed in quartiles and as a continuous variable. We investigated the independent association of SUA with the primary outcome using multivariable logistic regression.Results:Among 780 patients (mean age 64 years; 66.28% males), 230 (29.49%) had an excellent 90-day outcome. A higher SUA level was significantly associated with an excellent outcome in univariate logistic regression (P=0.045) and after adjusting for confounders in multivariate analysis [adjusted odds ratio (aOR), 0.998; 95% confidence interval (CI), 0.996-1.000; P=0.018]. Multivariate logistic regression analysis showed patients with SUA level in the fourth quartile had an excellent 90-day outcome (aOR, 0.367; 95% CI, 0.154-0.876; P=0.024). There was no significant association for SUA level with favorable 90-day outcome, sICH, or 90-day mortality (P>0.05).Conclusions:Among patients with acute LVO type of stroke who received EVT, baseline high SUA level may predict a better 90-day functional outcome.
We aimed to investigate the correlation between an overall cerebral small vessel disease (CSVD) burden and outcomes after endovascular treatment (EVT) for patients with acute ischemic stroke (AIS) due to large vessel occlusion (LVO). In a multicenter registry study, we enrolled patients with EVT for anterior-circulation LVO-stroke. In 3.0-T MR imaging, we assessed 4 CSVD imaging markers, lacunes, white matter hyperintensities, cerebral microbleeds, and enlarged perivascular spaces, each assigned a score of 0 or 1 and summed up to an overall CSVD burden score of 0–4. We dichotomized the overall CSVD severity as none to mild (score 0–2) and moderate to severe (3–4). Primary outcome was 90-day functional dependence or death (modified Rankin Scale (mRS) 3–6). Secondary outcomes included increase in NIH Stroke Scale ≥ 4 within 24 h (early neurological deterioration (END)) and within 7 days, symptomatic intracranial hemorrhage, 90-day mRS 2–6, and 90-day mortality. Among 311 patients (63.0
BACKGROUND AND PURPOSE:Little is known about the distribution of the arteries responsible for noncardiogenic posterior circulation stroke due to vertebral artery disease in the Chinese population. Furthermore, few studies have compared the risk factors, imaging manifestations, and outcomes across different types of vertebral artery disease. Therefore, our aim was to compare the differences in the risk factors, imaging manifestations, and outcome across various types of vertebral artery disease. METHODS:We prospectively enrolled 228 patients from 22 Chinese centers with noncardiogenic posterior circulation stroke due to vertebral artery disease. Vertebral artery disease was classified by the involved segments of the responsible vertebral artery, and basilar artery (BA) involvement or not. Risk factors, clinical-radiologic patterns, and outcomes were compared across different types of vertebral artery disease. RESULTS:The intracranial vertebral artery (ICVA) was more frequently involved than was the extracranial vertebral artery (ECVA). The ICVA/ICVA + ECVA group more often presented with hypertension and higher systolic blood pressure than did the ECVA group. Compared with the single-segment-of-vertebral-artery group (SSVA), the group with multiple-segments-of-vertebral-artery (MSVA) involvement or SSVA with BA involvement had more serious clinical-radiologic patterns and worse outcomes. Multivariable Cox regression identified MSVA/SSVA + BA involvement as an independent predictor of recurrent ischemic cerebrovascular events. CONCLUSIONS:The risk factors for ICVA/ICVA + ECVA were different from those of ECVA, and the MSVA/SSVA + BA group had more serious clinical-radiologic patterns and worse outcomes.
A growing number of studies have demonstrated the role of quantitative electroencephalography in assessing brain function in neuro-intensive care units. Still, few studies have examined patients with large hemisphere infarction. Thirty patients with large hemisphere infarction were included in this preliminary study, and the patients were divided into the death group (twelve patients) and survival group (eighteen patients). Electroencephalography monitored the patients, and a computerized tomography inspection was performed. The quantitative electroencephalography of the alpha-beta/delta-theta ratio change index was calculated and used to predict the prognosis of early large hemisphere infarction patients. The relationship between three months modified Rankin Scale, and alpha-beta/delta-theta ratio change index was analyzed. The death group had negative changes for alpha-beta/delta-theta ratio change index (-0.0140 ± 0.0193), while there was an opposite trend in the survival group, the median is 0.004 (-0.0067, 0.0137). The death group's brain function decreased more severely and rapidly than the survival group (P = 0.004). The highest diagnostic value (AUC value 0.815, P < 0.001) was observed when the alpha-beta/delta-theta ratio change index dropped and exceeded -0.008. The area under the GCS curve was 0.674, but its predictive ability was low (P = 0.094). The correlation analysis result showed that the 3-month modified Rankin Scale was negatively correlated with the alpha-beta/delta-theta ratio change index (r = -0.489, P = 0.006). The alpha-beta/delta-theta ratio change index is considered an indicator for predicting the prognosis of large hemisphere infarction. Therefore, the alpha-beta/delta-theta ratio change index may be a reliable quantitative EEG parameter that predicts the early prognosis of patients with acute large hemispheric infarction.
Supplemental Digital Content is available in the text. Background and Purpose: Intraluminal thrombus (ILT) is an emerging imaging marker in acute ischemic stroke. We aimed to investigate the association of ILT with outcomes of acute large vessel occlusion (LVO) patients receiving endovascular treatment. Methods: Acute LVO stroke patients who underwent endovascular treatment within 24 hours, in a prospective, nationwide registry were enrolled. Pretreatment digital subtraction angiography was reviewed for the presence of ILT. The primary outcome was 90-day functional dependence (modified Rankin Scale scores, 3–6). Secondary outcomes included 24-hour LVO, 90-day death, and symptomatic intracranial hemorrhage. Results: Among 711 patients enrolled, 75 (10.5%) with ILT were less likely to have 90-day functional dependence compared with those without ILT (adjusted odds ratio, 0.53 [95% CI, 0.31–0.90]; P=0.021). The same trend was found among those with successful reperfusion (modified Thrombolysis in Cerebral Infarction 2b–3; P=0.008) but not in those without successful reperfusion (P=0.107). Presence of ILT was also independently associated with a lower rate of 24-hour LVO (adjusted odds ratio 0.34 [95% CI, 0.13–0.89]; P=0.028). However, those with or without ILT had similar risks of symptomatic intracranial hemorrhage and 90-day death. Conclusions: Among acute LVO patients receiving endovascular treatment, pretreatment ILT-positive patients may have a better 90-day functional outcome (versus ILT-negative) but similar risk of death and symptomatic intracranial hemorrhage. The possibly favorable effect of ILT patients remained in those with successful reperfusion. Registration: URL: http://www.chictr.org.cn; Unique identifier: ChiCTR1900022154.
Stroke is an acute cerebral vascular disease that is likely to cause long-term disabilities and death. Immediate emergency care with accurate diagnosis of computed tomographic (CT) images is crucial for dealing with a hemorrhagic stroke. However, due to the high variability of a stroke's location, contrast, and shape, it is challenging and time-consuming even for experienced radiologists to locate them. In this paper, we propose a U-net based deep learning framework to automatically detect and segment hemorrhage strokes in CT brain images. The input of the network is built by concatenating the flipped image with the original CT slice which introduces symmetry constraints of the brain images into the proposed model. This enhances the contrast between hemorrhagic area and normal brain tissue. Various Deep Learning topologies are compared by varying the layers, batch normalization, dilation rates, and pre-train models. This could increase the respective filed and preserves more information on lesion characteristics. Besides, the adversarial training is also adopted in the proposed network to improve the accuracy of the segmentation. The proposed model is trained and evaluated on two different datasets, which achieve the competitive performance with human experts with the highest location accuracy 0.9859 for detection, 0.8033 Dice score, and 0.6919 IoU for segmentation. The results demonstrate the effectiveness, robustness, and advantages of the proposed deep learning model in automatically hemorrhage lesion diagnosis, which make it possible to be a clinical decision support tool in stroke diagnosis.
ABSTRACT Objective The aim of this study was to find out the relationship between serum biomarkers and cerebral collateral status in acute ischemic stroke with cerebral large artery atherosclerosis. Methods We enrolled patients with ischemic stroke due to large artery atherosclerosis within 7 days of symptom onset, age 18–80 years, from August 2016 to December 2017. Twelve biomarkers representing different pathophysiological mechanisms were tested after admission. Whole-brain perfusion combined with multiphase computed tomography angiography was performed to assess cerebral collateral structure and function. Results Fifty-two patients completed the test of candidate biomarkers and recruited in this study. The mean age was 55.0 (11.1) years, 42 (80.8%) patients were male, 20 (38.5%) had poor collateral, 36 (69.2%) patients had anterior circulation stenosis or occlusion. Compared with poor collateral group, the level of MMP-9 (135,475.00 pg/ml vs. 103,612.00 pg/ml, p = 0.040) and PGF (5.75 pg/ml vs. 3.46 pg/ml, p = 0.046) was significantly higher in good collateral group. The adjusted OR (95%CI) of MMP-9 and PGF were 5.533 (1.10–27.74, p = 0.038), 7.73 (1.41–42.39, p = 0.018), respectively. sTie-2 level had a positive correlation with proportion of Tmax 4–6 (r = 0.302, p = 0.033) and HMW-KGN had negative correlation with proportion of Tmax 6–8 (r = −0.338, p = 0.02). After adjustment, the correlation of sTie-2 level and proportion of Tmax 4–6 was statistically significant (p = 0.003), and correlation of HMW-KGN and Tmax6-8 was not statistically significant (p = 0.056). Discussion Serum PGF and MMP-9 levels may correlate with collateral status based on MP-CTA in acute ischemic stroke patients with cerebral large artery atherosclerosis. Higher PGF and MMP-9 concentration associated with good collateral status.