Aneurysmal subarachnoid hemorrhage

动脉瘤性蛛网膜下腔出血
  • 文章类型: Journal Article
    背景:本研究旨在探讨格列本脲治疗急性动脉瘤性蛛网膜下腔出血(aSAH)患者的疗效和安全性。
    方法:随机对照试验于2021年10月至2023年5月在北京的两家大学附属医院进行,中国。该研究包括发病48小时内的aSAH患者,按随机数字表法分为干预组和对照组。干预组患者接受格列本脲片剂3.75mg/天,共7天。主要终点是两组之间的血清神经元特异性烯醇化酶(NSE)和可溶性蛋白100B(S100B)水平。次要终点包括评估中线偏移和灰质-白质比率的变化,以及在随访期间评估改良的Rankin量表评分。该试验在ClinicalTrials.gov注册(标识符NCT05137678)。
    结果:共有111名研究参与者完成了这项研究。中位年龄为55岁,52%是女性。平均入学格拉斯哥昏迷量表为10,而Hunt-Hess等级的58%不低于III级。两组的基线特征相似。第3天和第7天,两组血清NSE和S100B水平差异无统计学意义(P>0.05)。入院时,基底神经节灰质和白质的计算机断层扫描(CT)值较低,提示早期脑水肿.然而,两组中线移位、灰质白质比值比较差异无统计学意义(P>0.05)。超过一半的患者有一个有益的结果(改良Rankin量表评分0-2),两组间差异无统计学意义。两组低血糖发生率分别为4%和9%,分别为(P=0.439)。
    结论:口服格列本脲治疗早期aSAH患者并没有降低血清NSE和S100B水平,也没有改善90天不良的神经系统预后。在干预组中,迟发性脑缺血病例呈明显下降趋势,但没有观察到统计学上的显著差异。两组之间的低血糖发生率没有显着差异。
    BACKGROUND: This study aims to investigate the efficacy and safety of glibenclamide treatment in patients with acute aneurysmal subarachnoid hemorrhage (aSAH).
    METHODS: The randomized controlled trial was conducted from October 2021 to May 2023 at two university-affiliated hospitals in Beijing, China. The study included patients with aSAH within 48 h of onset, of whom were divided into the intervention group and the control group according to the random number table method. Patients in the intervention group received glibenclamide tablet 3.75 mg/day for 7 days. The primary end points were the levels of serum neuron-specific enolase (NSE) and soluble protein 100B (S100B) between the two groups. Secondary end points included evaluating changes in the midline shift and the gray matter-white matter ratio, as well as assessing the modified Rankin Scale scores during follow-up. The trial was registered at ClinicalTrials.gov (identifier NCT05137678).
    RESULTS: A total of 111 study participants completed the study. The median age was 55 years, and 52% were women. The mean admission Glasgow Coma Scale was 10, and 58% of the Hunt-Hess grades were no less than grade III. The baseline characteristics of the two groups were similar. On days 3 and 7, there were no statistically significant differences observed in serum NSE and S100B levels between the two groups (P > 0.05). The computer tomography (CT) values of gray matter and white matter in the basal ganglia were low on admission, indicating early brain edema. However, there were no significant differences found in midline shift and gray matter-white matter ratio (P > 0.05) between the two groups. More than half of the patients had a beneficial outcome (modified Rankin Scale scores 0-2), and there were no statistically significant differences between the two groups. The incidence of hypoglycemia in the two groups were 4% and 9%, respectively (P = 0.439).
    CONCLUSIONS: Treating patients with early aSAH with oral glibenclamide did not decrease levels of serum NSE and S100B and did not improve the poor 90-day neurological outcome. In the intervention group, there was a visible decreasing trend in cases of delayed cerebral ischemia, but no statistically significant difference was observed. The incidence of hypoglycemia did not differ significantly between the two groups.
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  • 文章类型: Journal Article
    血管蛋白(VPs)与颅内动脉瘤(IAs)之间的关系尚未完全阐明。我们使用孟德尔随机化(MR)分析来探讨VPs对IAs的影响。从欧洲血统的个体获得动脉瘤性蛛网膜下腔出血(aSAH)[5140例和71,934例对照]和未破裂的颅内动脉瘤(uIA)[2070例和71,934例对照]的数据集。使用单变量MR来探索90个VP和IAs之间的关联。然后,我们进行了多变量MR(MVMR)以进一步研究确定的VP-IA估计值.双样本MR显示TNFSF14与aSAH呈负相关(比值比[OR]=0.831,95%CI:0.713-0.969,p=0.018)。IL-16(OR=1.218,95%CI:1.032-1.438,p=0.020)和AgRP(OR=1.394,95%CI:1.048-1.855,p=0.023)与aSAH呈正相关。HBEGF(OR=0.642,95%CI:0.461-0.894,p=0.009),MCP-1(OR=1.537,95%CI:1.007-2.344,p=0.046),和CX3CL1(OR=0.762,95%CI:0.581-0.999,0.049 The relationship between vascular proteins (VPs) and intracranial aneurysms (IAs) has not been fully elucidated. We used Mendelian randomization (MR) analysis to explore the effect of VPs on IAs. Dataset of aneurysmal subarachnoid hemorrhage (aSAH) [5140 cases and 71,934 controls] and unruptured intracranial aneurysm (uIA) [2070 cases and 71,934 controls] were obtained from individuals of European ancestry. Univariate MR was used to explore the associations between 90 VPs and IAs. Then, we performed multivariate MR (MVMR) to further investigate the identified VP-to-IA estimates. Two-sample MR showed that TNFSF14 was inversely associated with aSAH (odds ratio [OR] = 0.831, 95% CI: 0.713-0.969, p = 0.018). IL-16 (OR = 1.218, 95% CI: 1.032-1.438, p = 0.020) and AgRP (OR = 1.394, 95% CI: 1.048-1.855, p = 0.023) were positively associated with aSAH. HBEGF (OR = 0.642, 95% CI: 0.461-0.894, p = 0.009), MCP-1 (OR = 1.537, 95% CI: 1.007-2.344, p = 0.046), and CX3CL1 (OR = 0.762, 95% CI: 0.581-0.999, 0.049 < p < 0.050) were associated with uIA risk. The MVMR showed that the TNFSF14-to-aSAH estimate remained statistically significant after adjustment for past tobacco smoking, alcohol consumption, systolic blood pressure and body mass index. Our study indicated that low serum TNFSF14 levels might be a potential risk factor for IA rupture. Five VPs (HBEGF, MCP-1, IL-6, CX3CL1, and AgRP) are associated with the risk of IAs (both uIA and aSAH).
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  • 文章类型: Journal Article
    先前的研究表明,应激性高血糖率(SHR)准确反映了急性高血糖状态,并与不良结局相关。本研究旨在探讨SHR与动脉瘤性蛛网膜下腔出血(aSAH)患者预后的关系。根据SHR三元组将aSAH患者分为四组。在12个月时使用改良的Rankin量表(mRS)评估功能结果,分数从0到2表示良好的结果,3-6表示较差的结果。使用逻辑回归模型和有限三次样条分析分析SHR与功能结果之间的关联。共有127例患者表现出不良的功能结果。经过全面调整,与最低三位数的人相比,SHR最高三位数的人预后不良的风险显着增加(比值比[OR],4.12;95%置信区间[CI]:1.87-9.06)。此外,SHR每增加一个单位与不良预后风险增加7.51倍相关(OR,7.51;95%CI:3.19-17.70)。使用受限三次样条的进一步分析证实了SHR与不良预后之间的线性相关(非线性的P=0.609)。在所有研究的亚组中观察到类似的模式。SHR升高与aSAH患者一年时的不良功能预后显着相关,与他们的糖尿病状况无关。
    Previous research have demonstrated that the stress hyperglycemia ratio (SHR) accurately reflects acute hyperglycemic states and correlates with adverse outcomes. This study aims to explore the relationship between SHR and the prognosis of patients with aneurysmal subarachnoid hemorrhage (aSAH). Patients with aSAH were categorized into four groups based on SHR tertiles. Functional outcomes were evaluated at 12 months using the modified Rankin Scale (mRS), with scores ranging from 0 to 2 indicating a good outcome and 3-6 indicating a poor outcome. The associations between SHR and functional outcomes were analyzed using logistic regression models and restricted cubic spline analysis. A total of 127 patients exhibited poor functional outcomes. Following comprehensive adjustments, those in the highest SHR tertile had a significantly increased risk of poor prognosis compared to those in the lowest tertile (odds ratio [OR], 4.12; 95% confidence interval [CI]: 1.87-9.06). Moreover, each unit increase in SHR was associated with a 7.51-fold increase in the risk of poor prognosis (OR, 7.51; 95% CI: 3.19-17.70). Further analysis using restricted cubic spline confirmed a linear correlation between SHR and poor prognosis (P for nonlinearity = 0.609). Similar patterns were observed across all studied subgroups. Elevated SHR significantly correlates with poor functional prognosis at one year in patients with aSAH, independent of their diabetes status.
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  • 文章类型: Journal Article
    早期全身性炎症改变越来越被认为是动脉瘤性蛛网膜下腔出血(aSAH)后预后的影响因素。全身炎症反应指数(SIRI),炎症生物标志物,被认为与许多其他疾病的不良后果有关。然而,在ASAH中,对SIRI的研究仍然有限。因此,我们的目的是调查SIRI与不良长期功能结局之间的关联,同时评估院内并发症在该关联中的中介作用.
    SIRI定义为中性粒细胞计数×单核细胞计数/淋巴细胞计数。根据SIRI四分位数对患者进行分类。使用稳定的治疗加权的逆概率(sIPTW)来最小化组差异。通过多变量逻辑回归分析估计SIRI与住院并发症以及不良90天功能结局(mRS3-6)之间的关联。进行中介分析以研究SIRI与院内并发症介导的不良功能结局之间的关系。
    共纳入650例患者。在SIPTW之后,与最低四分位数相比,SIRI升高与迟发性脑缺血(DCI)相关(OR2.12,95%CI1.20-3.74),术后肺炎(POP)(OR2.16,95%CI1.29-3.62)和90天功能结局差(OR3.03,95%CI1.55-5.91)。住院并发症,包括DCI(调解比例,sIPTW前18.18%和sIPTW后20.0%)和POP(调解比例,sIPTW之前的18.18%和sIPTW之后的26.7%)部分介导了SIRI与90天不良功能结局之间的关联。中介分析在按年龄和性别分层的亚组中产生了可比的结果。
    在这项研究中,SIRI与aSAH不良的长期功能结局相关,部分由DCI和POP介导,介导比例超过18%。我们的发现可能强调了SIRI在促使医生及时解决全身炎症状态以预防院内并发症方面的潜在效用。包括DCI和POP,并最终改善长期功能结果。
    UNASSIGNED: Early systemic inflammatory changes are increasingly recognized as factors influencing outcomes after aneurysmal subarachnoid hemorrhage (aSAH). Systemic inflammation response index (SIRI), an inflammation biomarker, was thought to be associated with adverse outcomes in many other diseases. However, in aSAH, research on SIRI remains limited. Thus, our objective was to investigate the association between SIRI and poor long-term functional outcomes while evaluating the mediating role of in-hospital complications in this association.
    UNASSIGNED: SIRI was defined as neutrophil count × monocyte count/lymphocyte count. Patients were categorized according to SIRI quartiles. Stabilized inverse probability of treatment weighting (sIPTW) was utilized to minimize group differences. The association between SIRI and in-hospital complications as well as poor 90-day functional outcomes (mRS 3-6) was estimated by multivariable logistic regression analyses. Mediation analysis was performed to investigate the relationship between SIRI and poor functional outcomes mediated by in-hospital complications.
    UNASSIGNED: A total of 650 patients were prospectively included. After sIPTW, compared to the lowest quartile, an elevated SIRI was associated with delayed cerebral ischemia (DCI) (OR 2.12, 95% CI 1.20-3.74), post-operative pneumonia (POP) (OR 2.16, 95% CI 1.29-3.62) and poor 90-day functional outcomes (OR 3.03, 95% CI 1.55-5.91). In-hospital complications including DCI (mediation proportion, 18.18% before sIPTW and 20.0% after sIPTW) and POP (mediation proportion, 18.18% before sIPTW and 26.7% after sIPTW) partially mediated the association between SIRI and poor 90-day functional outcomes. Mediation analysis yielded comparable results in subgroups stratified by age and sex.
    UNASSIGNED: In this study, SIRI was associated with poor long-term functional outcomes in aSAH, which was partially mediated by DCI and POP with a mediation proportion exceeding 18%. Our findings might underscore the potential utility of SIRI in prompting physicians to address systemic inflammatory status timely to prevent in-hospital complications, including DCI and POP, and ultimately improve long-term functional outcomes.
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  • 文章类型: Clinical Trial Protocol
    背景:动脉瘤性蛛网膜下腔出血(aSAH)是一种危及生命的神经外科急症,死亡率高。迟发性脑缺血(DCI)和脑血管痉挛(CVS)是早期脑损伤(EBI)的迟发性产品,这可能构成患者预后不良的主要决定因素。因此,DCI和CVS的缓解在追求改善患者预后方面具有至关重要的意义.然而,除了口服尼莫地平,目前的指南中没有有效的治疗方法.因此,迫切需要提供新的治疗范式。在基础研究中已经大量报道了氢治疗靶标的多样性,揭示了其改善aSAH患者EBI的潜在能力。
    方法:动脉瘤性蛛网膜下腔出血(HOMA)患者的早期氢-氧混合气体吸入,一个单一的中心,prospective,开放标签,随机对照临床试验,努力评估氢氧混合气体吸入疗法在aSAH患者中的有效性和安全性。将206名患者随机分为氢氧混合气体吸入组(每天8小时,3L/min,氢浓度为67%,氧浓度为33%)或吸氧组(每天8小时,3L/min,在aSAH后72小时内氧气浓度为33%),并在ICU病房治疗7天。主要结果是住院期间DCI和CVS的发生率。
    结论:HOMA旨在评估氢氧混合气体吸入疗法在预防DCI或CVS和改善aSAH患者预后方面的有效性。值得注意的是,这是首次在aSAH患者中进行氢气治疗的大规模试验.鉴于中国人口占全球人口的很大一部分,并且由于老龄化导致中风的发病率不断增加,优化患者护理至关重要。鉴于目前在aSAH患者预后方面的挑战,启动更多前瞻性临床试验至关重要.最近的研究表明氢的治疗潜力,与ASAH中的EBI对齐,推动我们探索氢气治疗动脉瘤破裂后损伤的机制。
    背景:HOMA研究方案获得北京天坛医院伦理委员会批准,首都医科大学(KY2022-020-02)。本研究的所有结果将发表在同行评审的期刊上,并在相关会议上发表。
    背景:ClinicalTrials.govNCT05282836。2022年3月16日注册。
    BACKGROUND: Aneurysmal subarachnoid hemorrhage (aSAH) is a life-threatening neurosurgical emergency with a high mortality rate. Delayed cerebral ischemia (DCI) and cerebral vasospasm (CVS) are delayed products of early brain injury (EBI), which may constitute the principal determinant of an unfavorable patient prognosis. Consequently, the mitigation of DCI and CVS assumes paramount significance in the pursuit of enhanced patient outcomes. However, except for oral nimodipine, there is no effective therapy available in the current guideline. Hence, the exigency arises to proffer novel treatment paradigms. The diversity of hydrogen therapeutic targets has been largely reported in basic research, unveiling its latent capacity to ameliorate EBI in aSAH patients.
    METHODS: Early Hydrogen-Oxygen Gas Mixture Inhalation in Patients with Aneurysmal Subarachnoid Hemorrhage (HOMA), a single-center, prospective, open-labeled, randomized controlled clinical trial, endeavors to evaluate the efficacy and safety of hydrogen-oxygen gas mixture inhalation therapy in aSAH patients. A cohort of 206 patients will be randomized to either hydrogen-oxygen gas mixture inhalation group (8 h per day, 3 L/min, hydrogen concentration of 67%, oxygen concentration of 33%) or oxygen inhalation group (8 h per day, 3 L/min, oxygen concentration of 33%) within 72 h after aSAH and treated for 7 days in the ICU ward. The primary outcomes are the incidence of DCI and CVS during hospitalization.
    CONCLUSIONS: The HOMA aims to evaluate the effectiveness of hydrogen-oxygen gas mixture inhalation therapy in preventing DCI or CVS and improving outcomes in aSAH patients. Notably, this is the first large-scale trial of hydrogen therapy in aSAH patients. Given that the Chinese population represents a significant portion of the global population and the increasing incidence of stroke due to aging, optimizing patient care is vital. Given the current challenges in aSAH patient outcomes, initiating more prospective clinical trials is essential. Recent research has shown hydrogen\'s therapeutic potential, aligning with EBI in aSAH, driving our exploration of hydrogen therapy\'s mechanisms in post-aneurysm rupture damage.
    BACKGROUND: The protocol for the HOMA study was approved by the Ethics Committee of Beijing Tiantan Hospital, Capital Medical University (KY 2022-020-02). All results of the present study will be published in peer-reviewed journals and presented at relevant conferences.
    BACKGROUND: ClinicalTrials.gov NCT05282836. Registered on March 16, 2022.
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  • 文章类型: Journal Article
    目的:动脉瘤性蛛网膜下腔出血(aSAH)存在早期纤溶紊乱。我们旨在研究aSAH患者早期纤溶紊乱标志物与90天预后不良的相关性。
    方法:从急诊动脉瘤性蛛网膜下腔出血(LongTEAM)长期预后试验中,选择了2020年4月至2022年12月的693例连续aSAH患者。90天预后不良定义为出院后90天的改良Rankin量表3-6。入院时D-二聚体(DD)和纤维蛋白降解产物(FDP)水平用于评估纤维蛋白溶解障碍,并根据患者的四分位数进行分类。使用多变量逻辑回归分析来确定相关性。
    结果:包括693例患者,131人(18.9%)90天预后不良。DD和FDP水平最高四分位数的患者比第一四分位数的患者90天预后不良的风险更高(DD:调整比值比[aOR]=2.22,95%置信区间[CI],1.13-4.36,p=0.021;FDP:aOR=2.87,95%CI,1.48-5.58,p=0.002),在对潜在风险因素进行调整后。同时,发现DD和FDP之间存在线性剂量-反应关系,且90天预后不良.亚组分析显示,DD和FDP与各亚组90天预后不良一致相关,没有发现群体间的相互作用。有趣的是,在低级别aSAH患者中,DD和FDP与不良90日预后的相关性更为显著.
    结论:早期纤溶紊乱标志物升高,包括入学时的DD和FDP,与aSAH患者90天预后不良相关。
    OBJECTIVE: Early fibrinolysis disorder exists in aneurysmal subarachnoid hemorrhage (aSAH). We aimed to investigate the association of markers of early fibrinolysis disorder with poor 90-day prognosis in patients with aSAH.
    METHODS: A total of 693 consecutive aSAH patients from April 2020 to December 2022 were selected from the Long-term Prognosis of Emergency Aneurysmal Subarachnoid Hemorrhage (LongTEAM) trial. Poor 90-day prognosis was defined as a modified Rankin Scale 3-6 at 90 days after discharge. D-dimer (DD) and Fibrin degradation product (FDP) levels on admission were used to assess fibrinolysis disorder and patients were classified according to their quartiles. Multivariable logistic regression analysis was used to determine the association.
    RESULTS: Of 693 patients included, 131 (18.9%) had poor 90-day prognosis. Patients in the highest quartile of DD and FDP levels had higher risk of poor 90-day prognosis than those in the first quartile (DD: adjusted odds ratio [aOR]=2.22, 95% confidence interval [CI], 1.13-4.36, p = 0.021; FDP: aOR=2.87, 95% CI, 1.48-5.58, p = 0.002), after adjusting for potential risk factors. Meanwhile, a linear dose-response relationship between DD and FDP and poor 90-day prognosis was found. Subgroup analysis showed that DD and FDP were consistently associated with poor 90-day prognosis across subgroups, and no intergroup interaction was found. Interestingly, the associations of DD and FDP with poor 90-day prognosis were more significant in low-grade aSAH patients.
    CONCLUSIONS: Elevated markers of early fibrinolysis disorder, including DD and FDP on admission, were associated with poor 90-day prognosis in aSAH patients.
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  • 文章类型: Journal Article
    我们的目标是开发一种列线图,该线图整合了从计算机断层扫描(CT)扫描获得的临床和放射学数据,能够预测动脉瘤性蛛网膜下腔出血(aSAH)患者的慢性脑积水。
    共纳入2020年1月至2022年12月江苏大学附属人民医院神经外科收治的318例蛛网膜下腔出血(SAH)患者。我们从医院的病历系统收集临床特征。确定与慢性脑积水相关的危险因素,我们对这些临床特征和放射学特征进行了单变量和LASSO回归模型,伴随着通过十倍交叉验证进行的惩罚参数调整。然后将所有特征纳入多变量逻辑回归分析。基于这些发现,我们制作了临床-放射学列线图.为了评估其歧视表现,我们进行了受试者工作特征(ROC)曲线分析,并计算了曲线下面积(AUC)。此外,我们采用了校准曲线,并利用Brier分数作为一致性的指标。此外,进行决策曲线分析(DCA)以通过估计训练和测试组在各种阈值概率下的净收益来确定我们的模型的临床效用。
    该研究包括181名患者,确定的慢性脑积水患病率为17.7%。单因素logistic回归分析确定了11个潜在的危险因素,而LASSO回归确定了7个与慢性脑积水相关的显著危险因素。多因素logistic回归分析显示aSAH后慢性脑积水的三个独立预测因素:脑室周围白质改变,腰椎外引流,和修改的费舍尔等级。包含这些因素的列线图可以准确预测训练和测试队列中慢性脑积水的风险。每个队列的AUC值分别计算为0.810和0.811,表明列线图模型具有良好的判别能力。校准曲线以及Hosmer-Lemeshow测试在两个队列中的预测概率和观察结果之间显示出极好的一致性。此外,Brier得分(训练为0.127,测试组为0.09)进一步验证了我们的列线图模型的预测性能。DCA证实,在预测慢性脑积水时,此列线图在各种风险阈值上提供了优越的净收益。决策曲线表明,当个体的阈值概率范围为5%至62%时,该模型更有效地预测aSAH后慢性脑积水的发生。
    开发了临床-放射学列线图,以结合CT扫描的临床特征和放射学特征,旨在提高预测aSAH患者慢性脑积水的准确性。这个创新的列线图显示了通过提供aSAH患者中慢性脑积水的精确预测来帮助临床医生创建个性化和最佳治疗计划的有希望的潜力。
    UNASSIGNED: Our aim was to develop a nomogram that integrates clinical and radiological data obtained from computed tomography (CT) scans, enabling the prediction of chronic hydrocephalus in patients with aneurysmal subarachnoid hemorrhage (aSAH).
    UNASSIGNED: A total of 318 patients diagnosed with subarachnoid hemorrhage (SAH) and admitted to the Department of Neurosurgery at the Affiliated People\'s Hospital of Jiangsu University between January 2020 and December 2022 were enrolled in our study. We collected clinical characteristics from the hospital\'s medical record system. To identify risk factors associated with chronic hydrocephalus, we conducted both univariate and LASSO regression models on these clinical characteristics and radiological features, accompanied with penalty parameter adjustments conducted through tenfold cross-validation. All features were then incorporated into multivariate logistic regression analyses. Based on these findings, we developed a clinical-radiological nomogram. To evaluate its discrimination performance, we conducted Receiver Operating Characteristic (ROC) curve analysis and calculated the Area Under the Curve (AUC). Additionally, we employed calibration curves, and utilized Brier scores as an indicator of concordance. Additionally, Decision Curve Analysis (DCA) was performed to determine the clinical utility of our models by estimating net benefits at various threshold probabilities for both training and testing groups.
    UNASSIGNED: The study included 181 patients, with a determined chronic hydrocephalus prevalence of 17.7%. Univariate logistic regression analysis identified 11 potential risk factors, while LASSO regression identified 7 significant risk factors associated with chronic hydrocephalus. Multivariate logistic regression analysis revealed three independent predictors for chronic hydrocephalus following aSAH: Periventricular white matter changes, External lumbar drainage, and Modified Fisher Grade. A nomogram incorporating these factors accurately predicted the risk of chronic hydrocephalus in both the training and testing cohorts. The AUC values were calculated as 0.810 and 0.811 for each cohort respectively, indicating good discriminative ability of the nomogram model. Calibration curves along with Hosmer-Lemeshow tests demonstrated excellent agreement between predicted probabilities and observed outcomes in both cohorts. Furthermore, Brier scores (0.127 for the training and 0.09 for testing groups) further validated the predictive performance of our nomogram model. The DCA confirmed that this nomogram provides superior net benefit across various risk thresholds when predicting chronic hydrocephalus. The decision curve demonstrated that when an individual\'s threshold probability ranged from 5 to 62%, this model is more effective in predicting the occurrence of chronic hydrocephalus after aSAH.
    UNASSIGNED: A clinical-radiological nomogram was developed to combine clinical characteristics and radiological features from CT scans, aiming to enhance the accuracy of predicting chronic hydrocephalus in patients with aSAH. This innovative nomogram shows promising potential in assisting clinicians to create personalized and optimal treatment plans by providing precise predictions of chronic hydrocephalus among aSAH patients.
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  • 文章类型: Journal Article
    背景:早期预测迟发性脑缺血(DCI)对改善动脉瘤性蛛网膜下腔出血(aSAH)的预后至关重要。机器学习(ML)算法可以毫无偏差地从复杂的信息中学习,并有助于早期识别临床结果。本研究旨在构建和比较不同ML模型预测aSAH后DCI的能力。然后,我们通过术前临床评分和术后实验室检查结果确定并分析了DCI发生的基本风险.
    方法:这是一个多中心,回顾性队列研究。最终纳入来自中国三家医院的1039例aSAH术后患者。训练组有919名患者,试验组包括120名患者。我们使用了五种流行的机器学习算法来构建模型。接收器工作特性曲线下的面积(AUC),准确度,灵敏度,特异性,精度,和f1评分用于评估和比较五个模型。最后,我们对模型进行了Shapley加法扩张分析,并对每个特征进行了最佳性能和显著性分析。
    结果:共有239例aSAH患者(23.003%)在手术后发生DCI。我们的结果显示,在测试队列中,随机森林(RF)的AUC为0.79,优于其他模型。在RF模型中预测DCI的五个最重要的特征是允许修改的Rankin量表,D-二聚体,颅内实质性血肿,中性粒细胞/淋巴细胞比率,和费舍尔得分。有趣的是,动脉瘤治疗的夹闭或栓塞是ML模型中的第4个扣压危险因素.
    结论:在这项多中心研究中,我们比较了五种ML方法,其中RF在DCI预测中表现最好。此外,确定了基本风险,以帮助临床医师更准确地监测DCI高危患者,并促进及时干预.
    BACKGROUND: Early prediction of delayed cerebral ischemia (DCI) is critical to improving the prognosis of aneurysmal subarachnoid hemorrhage (aSAH). Machine learning (ML) algorithms can learn from intricate information unbiasedly and facilitate the early identification of clinical outcomes. This study aimed to construct and compare the ability of different ML models to predict DCI after aSAH. Then, we identified and analyzed the essential risk of DCI occurrence by preoperative clinical scores and postoperative laboratory test results.
    METHODS: This was a multicenter, retrospective cohort study. A total of 1039 post-operation patients with aSAH were finally included from three hospitals in China. The training group contained 919 patients, and the test group comprised 120 patients. We used five popular machine-learning algorithms to construct the models. The area under the receiver operating characteristic curve (AUC), accuracy, sensitivity, specificity, precision, and f1 score were used to evaluate and compare the five models. Finally, we performed a Shapley Additive exPlanations analysis for the model with the best performance and significance analysis for each feature.
    RESULTS: A total of 239 patients with aSAH (23.003%) developed DCI after the operation. Our results showed that in the test cohort, Random Forest (RF) had an AUC of 0.79, which was better than other models. The five most important features for predicting DCI in the RF model were the admitted modified Rankin Scale, D-Dimer, intracranial parenchymal hematoma, neutrophil/lymphocyte ratio, and Fisher score. Interestingly, clamping or embolization for the aneurysm treatment was the fourth button-down risk factor in the ML model.
    CONCLUSIONS: In this multicenter study, we compared five ML methods, among which RF performed the best in DCI prediction. In addition, the essential risks were identified to help clinicians monitor the patients at high risk for DCI more precisely and facilitate timely intervention.
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  • 文章类型: Journal Article
    目的:QT间期延长是动脉瘤性蛛网膜下腔出血(aSAH)患者最常见的心电图(ECG)异常之一。校正的QT间期(QTc)延长是否与aSAH后患者的围手术期心脏事件和中长期随访中令人沮丧的神经系统预后相关,研究不足,仍存在争议。
    方法:我们回顾性研究了2018年1月至2020年12月因aSAH接受颅内动脉瘤夹闭或栓塞的成人(≥18岁)患者。根据患者的QTc分为2组(正常和QTc延长组)。为了最大限度地减少混淆偏差,我们进行了倾向评分匹配(PSM)分析,以比较QTc正常和QTc延长患者的神经系统结局.
    结果:筛选后,最终纳入了908名患者。将患者分为2组:正常QTc组(n=714)和长QTc组(n=194)。女性性别,低钾血症,后循环动脉瘤,较高的Hunt-Hess等级与QTc延长有关。在多元回归分析中,年龄较大,更高的血红蛋白水平,后循环动脉瘤,在1年的随访中,Hunt-Hess评分较高与不良结局相关.在PSM之前,QTc延长的患者围手术期心脏骤停或室性心律失常的发生率较高。PSM之后,在围手术期心脏事件中,QTc延长组和正常组之间没有统计学差异。然而,QTc延长组患者在1年随访期间的神经系统转归仍较差.
    结论:QTc延长与SAH后患者的不良预后相关,这与围手术期心脏事件无关。
    OBJECTIVE: QT interval prolongation is one of the most common electrocardiographic (ECG) abnormalities in patients with aneurysmal subarachnoid hemorrhage (aSAH). Whether corrected QT interval (QTc) prolongation is associated with perioperative cardiac events and dismal neurological outcome in mid to long-term follow-up in patients after aSAH is insufficiently studied and remains controversial.
    METHODS: We retrospectively studied the adult (≥ 18 years) patients admitted to our institution between Jan 2018 and Dec 2020 for aSAH who underwent intracranial aneurysm clipping or embolization. The patients were divided into 2 groups (normal and QTc prolongation groups) according to their QTc. To minimize the confounding bias, a propensity score matching (PSM) analysis was performed to compare the neurologic outcomes between patients with normal QTc and QTc prolongation.
    RESULTS: After screening, 908 patients were finally included. The patients were divided into 2 groups: normal QTc groups (n = 714) and long QTc group (n = 194). Female sex, hypokalemia, posterior circulation aneurysm, and higher Hunt-Hess grade were associated with QTc prolongation. In multiple regression analysis, older age, higher hemoglobin level, posterior circulation aneurysm, and higher Hunt-Hess grade were identified to be associated with worse outcome during 1-year follow-up. Before PSM, patients with QTc prolongation had higher rate of perioperative cardiac arrest or ventricular arrhythmias. After PSM, there was no statistical difference between normal and QTc prolongation groups in perioperative cardiac events. However, patients in the QTc prolongation group still had worse neurologic outcome during 1-year follow-up.
    CONCLUSIONS: QTc prolongation is associated with worse outcome in patients following SAH, which is independent of perioperative cardiac events.
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  • 文章类型: Journal Article
    种族和社会经济健康差异在文献中有很好的记录。这项研究检查了患者的人口统计学,包括社会经济地位(SES),在表现为动脉瘤性蛛网膜下腔出血(aSAH)和未破裂颅内动脉瘤(UIA)的个体中,确定与aSAH表现相关的因素.对2014年1月至2019年7月到大容量脑血管中心并接受显微外科治疗的所有aSAH和UIA患者进行了回顾性评估。种族和民族,保险类型,收集每位患者的SES数据.对aSAH和UIA组进行比较分析。Logistic回归模型也被用来预测基于人口统计学和社会经济因素的aSAH表现的可能性。共纳入640例患者(aSAH组,251;UIA集团,389).在种族和种族之间观察到显着的关联,SES,保险类型,动脉瘤破裂.非白人种族或种族,较低的SES,并且有公共保险或没有保险与aSAH出现的几率增加相关.与UIA组相比,aSAH组的功能结局较差,死亡率更高。非白人患者,SES低,公共或没有保险受到aSAH的不成比例的影响,这在历史上与较差的功能结果相关。
    Racial and socioeconomic health disparities are well documented in the literature. This study examined patient demographics, including socioeconomic status (SES), among individuals presenting with aneurysmal subarachnoid hemorrhage (aSAH) and unruptured intracranial aneurysm (UIA) to identify factors associated with aSAH presentation. A retrospective assessment was conducted of all patients with aSAH and UIA who presented to a large-volume cerebrovascular center and underwent microsurgical treatment from January 2014 through July 2019. Race and ethnicity, insurance type, and SES data were collected for each patient. Comparative analysis of the aSAH and UIA groups was conducted. Logistic regression models were also employed to predict the likelihood of aSAH presentation based on demographic and socioeconomic factors. A total of 640 patients were included (aSAH group, 251; UIA group, 389). Significant associations were observed between race and ethnicity, SES, insurance type, and aneurysm rupture. Non-White race or ethnicity, lower SES, and having public or no insurance were associated with increased odds of aSAH presentation. The aSAH group had poorer functional outcomes and higher mortality rates than the UIA group. Patients who are non-White, have low SES, and have public or no insurance were disproportionately affected by aSAH, which is historically associated with poorer functional outcomes.
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