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
{"title":"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。","authors":"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","doi":"10.1016/j.wneu.2025.123659","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":23906,"journal":{"name":"World neurosurgery","volume":" ","pages":"123659"},"PeriodicalIF":1.9000,"publicationDate":"2025-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Shunt-Dependent Hydrocephalus After Aneurysmal Subarachnoid Hemorrhage: Investigation of Prognostic Variables and Creation of a Stronger Predictive Model.\",\"authors\":\"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\",\"doi\":\"10.1016/j.wneu.2025.123659\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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. 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Shunt-Dependent Hydrocephalus After Aneurysmal Subarachnoid Hemorrhage: Investigation of Prognostic Variables and Creation of a Stronger Predictive Model.
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.
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