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

医学 列线图 海绵状畸形 改良兰金量表 逻辑回归 放射科 内科学 磁共振成像 缺血 缺血性中风
作者
Zongze Li,Li Ma,Kai Quan,Peixi Liu,Yuan Shi,Yingjun Liu,Wei Zhu
出处
期刊:Journal of Neurosurgery [American Association of Neurological Surgeons]
卷期号:139 (1): 94-105 被引量:3
标识
DOI:10.3171/2022.11.jns222277
摘要

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.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 performed to validate the accuracy of the nomograms.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 hemorrhage within 1 year and 0.71 for predicting neurological status after subsequent hemorrhage, which were maintained in cross-validation.An individualized approach to risk and severity assessment of BSCM rehemorrhage was feasible with clinical and imaging features.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
可恶发布了新的文献求助10
刚刚
虚拟莫茗发布了新的文献求助10
刚刚
nan完成签到 ,获得积分10
1秒前
llwwtt发布了新的文献求助10
1秒前
清秀送终完成签到,获得积分10
1秒前
2秒前
luoyang关注了科研通微信公众号
2秒前
2秒前
程爽完成签到,获得积分20
4秒前
zzjjww发布了新的文献求助10
4秒前
657完成签到,获得积分10
5秒前
5秒前
隐形曼青应助liuqx011采纳,获得10
6秒前
思源应助柠檬茶大王采纳,获得10
7秒前
虚心幻竹发布了新的文献求助10
7秒前
7秒前
Calvin发布了新的文献求助10
8秒前
Si完成签到,获得积分10
8秒前
于凌娇发布了新的文献求助10
8秒前
哈哈哈完成签到,获得积分10
9秒前
跳跃应助深雨采纳,获得10
9秒前
爆米花应助LuvH采纳,获得10
9秒前
小马甲应助chen采纳,获得10
9秒前
上官若男应助657采纳,获得10
9秒前
10秒前
顶针完成签到,获得积分10
10秒前
zhangzhirong发布了新的文献求助10
11秒前
11秒前
细腻亦巧发布了新的文献求助10
11秒前
无极微光应助i坤采纳,获得20
12秒前
83048815完成签到,获得积分10
12秒前
天天快乐应助体贴的夕阳采纳,获得10
12秒前
鸢也发布了新的文献求助10
12秒前
13秒前
14秒前
科研通AI6.3应助爱马仕采纳,获得10
14秒前
Ying完成签到 ,获得积分10
15秒前
顶针发布了新的文献求助10
15秒前
豆豆完成签到,获得积分10
16秒前
轻松明雪完成签到,获得积分10
16秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Les Mantodea de Guyane Insecta, Polyneoptera 2000
Quality by Design - An Indispensable Approach to Accelerate Biopharmaceutical Product Development 800
Pulse width control of a 3-phase inverter with non sinusoidal phase voltages 777
Signals, Systems, and Signal Processing 610
Research Methods for Applied Linguistics: A Practical Guide 600
Research Methods for Applied Linguistics 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6405885
求助须知:如何正确求助?哪些是违规求助? 8225124
关于积分的说明 17439412
捐赠科研通 5458344
什么是DOI,文献DOI怎么找? 2884222
邀请新用户注册赠送积分活动 1860608
关于科研通互助平台的介绍 1701663