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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  • [21] Morbidity After Symptomatic Hemorrhage of Cerebral Cavernous Malformation A Nomogram Approach to Risk Assessment
    Ma, Li
    Zhang, Shuo
    Li, Zongze
    Wu, Chun-Xue
    Wang, Zhaozhao
    Zhan, Lei
    Hao, Qiang
    Wang, Hao
    Ye, Xun
    Chen, Xiaolin
    Liu, Ya-Ou
    Wang, Shuo
    Zhao, Yuan-Li
    [J]. STROKE, 2020, 51 (10) : 2997 - 3006
  • [22] Cavernous malformations of the brainstem: Three-dimensional-constructive interference in steady-state magnetic resonance imaging for improvement of surgical approach and clinical results - Comments
    Klopfenstein, J
    Spetzler, RF
    Mathiesen, T
    Bertalanffy, H
    [J]. NEUROSURGERY, 2006, 58 (02) : 329 - 330
  • [23] Does EU legislation allow the use of the Benchmark dose (BMD) approach for risk assessment?
    Brandon, E. F. A.
    Bulder, A. S.
    van Engelen, J. G. M.
    Mahieu, C. M.
    Mennes, W. C.
    Pronk, M. E. J.
    Rietveld, A. G.
    van de Ven, B. M.
    ten Voorde, S. E. C. G.
    Wolterink, G.
    Slob, W.
    Zeilmaker, M. J.
    Bessems, J. G. M.
    [J]. REGULATORY TOXICOLOGY AND PHARMACOLOGY, 2013, 67 (02) : 182 - 188
  • [24] Risk Assessment-Based Individualized Treatment (RABIT): A Comprehensive Approach to Dental Patient Recall
    Teich, Sorin T.
    [J]. JOURNAL OF DENTAL EDUCATION, 2013, 77 (04) : 448 - 457
  • [25] Risk assessment of chemical mixtures by benchmark dose-principle component analysis approach in occupational exposure
    Zendehdel, Rezvan
    Parsarad, Majid
    Gandomani, Elham Asgari
    Panjali, Zahra
    Rafieepour, Athena
    Mohammadi, Zahra
    Moradpour, Zahra
    Vahabi, Masoomeh
    Alipour, Maryam Mohammad
    Gholamiarjenaki, Reza
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2021, 28 (41) : 58781 - 58786
  • [26] Risk assessment of chemical mixtures by benchmark dose-principle component analysis approach in occupational exposure
    Rezvan Zendehdel
    Majid Parsarad
    Elham Asgari Gandomani
    Zahra Panjali
    Athena Rafieepour
    Zahra Mohammadi
    Zahra Moradpour
    Masoomeh Vahabi
    Maryam Mohammad Alipour
    Reza Gholamiarjenaki
    [J]. Environmental Science and Pollution Research, 2021, 28 : 58781 - 58786
  • [27] A unified approach to risk assessment for cancer and noncancer endpoints based on benchmark doses and uncertainty safety factors
    Gaylor, DW
    Kodell, RL
    Chen, JJ
    Krewski, D
    [J]. REGULATORY TOXICOLOGY AND PHARMACOLOGY, 1999, 29 (02) : 151 - 157
  • [28] Morbidity After Symptomatic Hemorrhage of Cerebral Cavernous Malformation: An Analysis of Untreated Period and a Nomogram Approach to Risk Assessment
    Ma, Li
    Li, Zongze
    Zhao, Yuanli
    [J]. NEUROSURGERY, 2020, 67 : 107 - 107
  • [29] Occupational exposure to high-frequency electromagnetic fields and brain tumor risk in the INTEROCC study: An individualized assessment approach
    Vila, Javier
    Turner, Michelle C.
    Gracia-Lavedan, Esther
    Figuerola, Jordi
    Bowman, Joseph D.
    Kincl, Laurel
    Richardson, Lesley
    Benke, Geza
    Hours, Martine
    Krewski, Daniel
    McLean, Dave
    Parent, Marie-Elise
    Sadetzki, Siegal
    Schlaefe, Klaus
    Schlehofer, Brigitte
    Schuz, Joachim
    Siemiatycki, Jack
    van Tongeren, Martie
    Cardis, Elisabeth
    [J]. ENVIRONMENT INTERNATIONAL, 2018, 119 : 353 - 365
  • [30] Epidemiology-based risk assessment using the benchmark dose/margin of exposure approach: the example of ethanol and liver cirrhosis
    Lachenmeier, Dirk W.
    Kanteres, Fotis
    Rehm, Juergen
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (01) : 210 - 218