Morphology of Ruptured and Unruptured Intracranial Aneurysms

医学 动脉瘤 蛛网膜下腔出血 接收机工作特性 边距(机器学习) 放射科 置信区间 外科 内科学 机器学习 计算机科学
作者
Tammam Abboud,Jihad Rustom,Maxim Bester,Patrick Czorlich,Eik Vettorazzi,Hans O. Pinnschmidt,Manfred Westphal,Jan Regelsberger
出处
期刊:World Neurosurgery [Elsevier BV]
卷期号:99: 610-617 被引量:58
标识
DOI:10.1016/j.wneu.2016.12.053
摘要

In addition to size and location, the morphology of intracranial aneurysms has been proposed to predict rupture. This study was undertaken to compare morphologic features between ruptured and unruptured aneurysms and identify those associated with greater risk of rupture. Between 2010 and 2014, 301 patients with subarachnoid hemorrhage and 204 with unruptured aneurysms were admitted to our hospital. Two investigators reviewed 3-dimensional angiograms of all aneurysms. Risk factors for rupture were identified. Morphology was classified into single-sac aneurysms with smooth margin, single-sac aneurysms with irregular margin, aneurysms with a daughter sac, and multilobulated aneurysms. The value of morphology in predicting rupture was tested with the use of logistic regression. A total of 420 aneurysms met the inclusion criteria. Multilobulated aneurysm was the most frequent finding among ruptured aneurysms, followed by single sac with irregular margin, aneurysm with daughter sac, and single sac with smooth margin (44.9%, 25.9%, 18%, and 11.2%, respectively). Among unruptured aneurysms, single sac with smooth margin was the most frequent finding, followed by single sac with irregular margin, multilobulated aneurysm, and aneurysm with daughter sac (38.1%, 29.8%, 20.9%, and 11.2%, respectively). Morphology was an independent predictor of rupture (receiver operating characteristic–area under the curve 0.693, P < 0.001). Risk of rupture increased by factor of 3 (5, 95% confidence interval [CI] 1.6–5.3) from single sac with regular margin to irregular margin, by factor of 5.5 (5, 95% CI 2.8–11.0) to daughter sac, and by factor of 7.3 (5, 95% CI 4.1–13.1) to multilobulated aneurysm. Morphology might have an independent predictive value of aneurysm rupture. Risk of rupture might increase according to extent of morphologic change. Prospective studies will be necessary to evaluate the influence of aneurysm morphology on natural history.

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