Rehemorrhage of brainstem cavernous malformations: a benchmark approach to individualized risk and severity assessment

被引:4
|
作者
Li, Zongze [1 ,2 ,3 ,4 ,5 ]
Ma, Li [6 ]
Quan, Kai [1 ,2 ,3 ,4 ,5 ]
Liu, Peixi [1 ,2 ,3 ,4 ,5 ]
Shi, Yuan [1 ,2 ,3 ,4 ,5 ]
Liu, Yingjun [1 ,2 ,3 ,4 ,5 ]
Zhu, Wei [1 ,2 ,3 ,4 ,5 ,7 ]
机构
[1] Fudan Univ, Huashan Hosp, Shanghai Med Coll, Dept Neurosurg, Shanghai, Peoples R China
[2] Natl Ctr Neurol Disorders, Shanghai, Peoples R China
[3] Shanghai Key Lab Brain Funct & Restorat & Neural R, Shanghai, Peoples R China
[4] Fudan Univ, Neurosurg Inst, Shanghai, Peoples R China
[5] Shanghai Clin Med Ctr Neurosurg, Shanghai, Peoples R China
[6] Capital Med Univ, Beijing Tiantan Hosp, Dept Neurosurg, Beijing, Peoples R China
[7] Fudan Univ, Huashan Hosp, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
brainstem; nomograms; prognosis; intracranial hemorrhage; cerebral vascular malformations; risk factors; vascular disorders; PROSPECTIVE HEMORRHAGE RISK; NATURAL-HISTORY; SYMPTOMATIC HEMORRHAGE; CLINICAL-COURSE; SOMATIC MAP3K3; METAANALYSIS;
D O I
10.3171/2022.11.JNS222277
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
OBJECTIVE Brainstem cavernous malformations (BSCMs) represent a unique subgroup of cavernous malformations with more hemorrhagic presentation and technical challenges. This study aimed to provide individualized assessment of the rehemorrhage clustering risk of BSCMs after the first symptomatic hemorrhage and to identify patients at higher risk of neurological deterioration after new hemorrhage, which would help in clinical decision-making. METHODS A total of 123 consecutive BSCM patients with symptomatic hemorrhage were identified between 2015 and 2022, with untreated follow-up > 12 months or subsequent hemorrhage during the untreated follow-up. Nomograms were proposed to individualize the assessment of subsequent hemorrhage risk and neurological status (determined by the modified Rankin Scale [mRS] score) after future hemorrhage. The least absolute shrinkage and selector operation (LASSO) regression was used for feature screening. The calibration curve and concordance index (C-index) were used to assess the internal calibration and discrimination performance of the nomograms. Cross-validation was further per-formed to validate the accuracy of the nomograms.RESULTS Prior hemorrhage times (adjusted OR [aOR] 6.78 per ictus increase) and Zabramski type I or V (OR 11.04) were associated with rehemorrhage within 1 year. A lower mRS score after previous hemorrhage (aOR 0.38 for a shift to a higher mRS score), Zabramski type I or V (OR 3.41), medulla or midbrain location (aOR 2.77), and multiple cerebral cavernous malformations (aOR 11.76) were associated with worsened neurological status at subsequent hemorrhage. The nomograms showed good accuracy and discrimination, with a C-index of 0.80 for predicting subsequent hemor- rhage within 1 year and 0.71 for predicting neurological status after subsequent hemorrhage, which were maintained in cross-validation.CONCLUSIONS An individualized approach to risk and severity assessment of BSCM rehemorrhage was feasible with clinical and imaging features.
引用
收藏
页码:94 / 105
页数:12
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