Development and validation of a nomogram for predicting 30-day outcomes in patients with unruptured vertebrobasilar dissecting aneurysms undergoing endovascular treatment: a multicenter cohort study.

IF 4.3 1区 医学 Q1 NEUROIMAGING
Linggen Dong, Dachao Wei, Zizheng Wang, Jian Wang, Xiheng Chen, Mingtao Li, Yang Zhao, Yong Sun, Jun Feng, Guomin Xiao, Shengli Hu, Hongen Liu, Tian Tian, Geng Guo, Zhenmin Wang, Ming Lv
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引用次数: 0

Abstract

Background: Endovascular treatment (EVT) of vertebrobasilar dissecting aneurysms (VBDAs) is associated with high morbidity and mortality, significantly influencing patient prognosis. This study aimed to develop and validate a nomogram for predicting 30-day outcomes in patients with unruptured VBDAs undergoing EVT.

Methods: This retrospective study included 606 patients with unruptured VBDAs who underwent EVT at 10 institutions between January 2015 and April 2025, with 491 in the training cohort and 115 in the validation cohort. Poor outcome was defined as a modified Rankin Scale score ≥3. Predictors were identified via least absolute shrinkage and selection operator analysis and multivariable regression analysis. A nomogram was developed using these predictors. The predictive accuracy and clinical utility of the nomogram were evaluated using area under the curve (AUC), calibration curves, and decision curve analysis (DCA).

Results: Over a 30-day follow-up, 44 patients (9.0%) in the training cohort and 13 patients (11.3%) in the validation cohort experienced poor outcomes. Multivariate logistic regression identified ischemic stroke history (OR 3.393, P=0.021), aneurysms located in the vertebrobasilar artery (OR 2.552, P=0.009), type IV VBDA (OR 1.762, P=0.013), overlapping devices (OR 2.736, P=0.007), and aneurysm width (OR 1.101, P=0.043) as predictors of 30-day poor outcome. A nomogram incorporating these predictors yielded AUCs of 0.851 (95% CI 0.784 to 0.918) and 0.860 (95% CI 0.722 to 0.999) in the training and validation cohorts, respectively. The calibration curve and DCA analyses validate the nomogram's clinical utility.

Conclusion: The nomogram provides an individualized prediction of poor outcomes after EVT, serving as a practical risk assessment tool for patients with unruptured VBDAs.

一项多中心队列研究:预测接受血管内治疗的未破裂椎基底夹层动脉瘤患者30天预后的nomogram。
背景:椎基底夹层动脉瘤(VBDAs)的血管内治疗(EVT)具有较高的发病率和死亡率,显著影响患者预后。本研究旨在开发并验证一种预测未破裂vbda患者接受EVT后30天预后的nomogram方法。方法:本回顾性研究纳入了2015年1月至2025年4月期间在10家机构接受EVT治疗的606例未破裂的vbda患者,其中491例为培训组,115例为验证组。不良预后定义为修正Rankin量表得分≥3分。通过最小绝对收缩、选择算子分析和多变量回归分析确定预测因子。利用这些预测因子建立了一个nomogram。使用曲线下面积(AUC)、校准曲线和决策曲线分析(DCA)评估nomogram预测准确性和临床应用价值。结果:在30天的随访中,训练队列中有44例患者(9.0%)和验证队列中有13例患者(11.3%)出现不良结果。多因素logistic回归发现缺血性卒中病史(OR 3.393, P=0.021)、位于椎基底动脉的动脉瘤(OR 2.552, P=0.009)、IV型VBDA (OR 1.762, P=0.013)、重叠装置(OR 2.736, P=0.007)和动脉瘤宽度(OR 1.101, P=0.043)是30天不良预后的预测因素。纳入这些预测因子的nomogram在训练组和验证组的auc分别为0.851 (95% CI 0.784 ~ 0.918)和0.860 (95% CI 0.722 ~ 0.999)。校正曲线和DCA分析验证了nomogram临床应用价值。结论:nomogram为EVT术后不良预后提供了个体化预测,可作为未破裂vbda患者的实用风险评估工具。
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
CiteScore
9.50
自引率
14.60%
发文量
291
审稿时长
4-8 weeks
期刊介绍: The Journal of NeuroInterventional Surgery (JNIS) is a leading peer review journal for scientific research and literature pertaining to the field of neurointerventional surgery. The journal launch follows growing professional interest in neurointerventional techniques for the treatment of a range of neurological and vascular problems including stroke, aneurysms, brain tumors, and spinal compression.The journal is owned by SNIS and is also the official journal of the Interventional Chapter of the Australian and New Zealand Society of Neuroradiology (ANZSNR), the Canadian Interventional Neuro Group, the Hong Kong Neurological Society (HKNS) and the Neuroradiological Society of Taiwan.
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