Shunt-Dependent Hydrocephalus After Aneurysmal Subarachnoid Hemorrhage: Investigation of Prognostic Variables and Creation of a Stronger Predictive Model

IF 1.9 4区 医学 Q3 CLINICAL NEUROLOGY
J. Tanner McMahon , James G. Malcolm , J. Miller Douglas , Alex Greven , Ofer Sadan , Owen B. Samuels , C. Michael Cawley , Daniel L. Barrow , Jonathan A. Grossberg , Brian M. Howard
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引用次数: 0

Abstract

Objective

Aneurysmal subarachnoid hemorrhage (SAH) is frequently complicated by permanent shunt-dependent hydrocephalus, but it is difficult to predict which patients are at highest risk. This study seeks to identify novel variables associated with shunt dependency after aneurysmal SAH and to create a predictive algorithm that improves upon existing models.

Methods

Retrospective case-control design was used. Patients who presented with aneurysmal SAH and external ventricular drain (EVD) placement were included. Those who successfully weaned off their EVD were compared with those who required shunt placement. Demographic and treatment data were analyzed using univariate and multivariable logistic regression. Receiver operating characteristic was used to compare the proposed model's performance against existing ones (Barrow Neurological Institute, chronic hydrocephalus ensuing from SAH score, and shunt dependency in SAH scores).

Results

One hundred patients were included: 50 no shunt and 50 shunt. Advanced age, elevated modified Graeb score, intraventricular hemorrhage, increased clot thickness, acute hydrocephalus, and cerebrospinal fluid protein >110 mg/dL prior to wean attempt were all found to be significantly associated with progression to shunt-dependency (P = 0.0351, 0.0022, 0.0407, 0.0274, 0.0014, and 0.0064, respectively). Multivariate regression demonstrated an area under the curve of 0.7852 (P < 0.0001), outperforming those of the other models.

Conclusions

Our study suggests that elevated modified Graeb score on initial computed tomography and high cerebrospinal fluid protein levels prior to EVD wean are important prognostic indicators for the development of shunt dependency after aneurysmal SAH. Integrating these findings into clinical practice may aid in earlier and more targeted decision-making.
动脉瘤性蛛网膜下腔出血后分流依赖性脑积水:预后变量的研究和建立更强的预测模型。
背景:动脉瘤性蛛网膜下腔出血(aSAH)常并发永久性分流依赖性脑积水,但很难预测哪些患者的风险最高。目的:本研究旨在确定与aSAH后分流依赖相关的新变量,并创建一种改进现有模型的预测算法。方法:采用回顾性病例对照设计。包括出现aSAH和外心室引流(EVD)放置的患者。将成功切断EVD的患者与需要放置分流器的患者进行比较。采用单变量和多变量logistic回归分析人口统计学和治疗数据。采用受试者工作特征(ROC)与现有模型(BNI、CHESS和SDASH)进行比较。结果:纳入100例患者:无分流术50例,分流术50例。高龄、改良Graeb评分升高、脑室内出血、血块厚度增加、急性脑积水和断奶前脑脊液蛋白bbb10 110mg/dL均与分流依赖进展显著相关(p分别为0.051、0.0022、0.0407、0.0274、0.0014和0.0064)。多元回归显示曲线下面积为0.7852 (p < 0.0001),优于其他模型。结论:我们的研究表明,初始CT改良Graeb评分升高和EVD断奶前脑脊液蛋白水平升高是aSAH后分流依赖发展的重要预后指标。将这些发现整合到临床实践中可能有助于更早和更有针对性的决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
World neurosurgery
World neurosurgery CLINICAL NEUROLOGY-SURGERY
CiteScore
3.90
自引率
15.00%
发文量
1765
审稿时长
47 days
期刊介绍: World Neurosurgery has an open access mirror journal World Neurosurgery: X, sharing the same aims and scope, editorial team, submission system and rigorous peer review. The journal''s mission is to: -To provide a first-class international forum and a 2-way conduit for dialogue that is relevant to neurosurgeons and providers who care for neurosurgery patients. The categories of the exchanged information include clinical and basic science, as well as global information that provide social, political, educational, economic, cultural or societal insights and knowledge that are of significance and relevance to worldwide neurosurgery patient care. -To act as a primary intellectual catalyst for the stimulation of creativity, the creation of new knowledge, and the enhancement of quality neurosurgical care worldwide. -To provide a forum for communication that enriches the lives of all neurosurgeons and their colleagues; and, in so doing, enriches the lives of their patients. Topics to be addressed in World Neurosurgery include: EDUCATION, ECONOMICS, RESEARCH, POLITICS, HISTORY, CULTURE, CLINICAL SCIENCE, LABORATORY SCIENCE, TECHNOLOGY, OPERATIVE TECHNIQUES, CLINICAL IMAGES, VIDEOS
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