Predicting symptomatic intracranial hemorrhage in anterior circulation stroke patients with contrast enhancement after thrombectomy: the CAGA score

医学 逻辑回归 冲程(发动机) 接收机工作特性 曲线下面积 脑出血 内科学 心房颤动 心脏病学 闭塞 对比度(视觉) 放射科 蛛网膜下腔出血 机械工程 工程类 人工智能 计算机科学
作者
Guo-Can Chang,Thanh N. Nguyen,Jing Qiu,Wei Li,Yong‐Gang Zhao,Xian‐Hui Sun,Xin Liu,Zi‐Ai Zhao,Liang Liu,Mohamad Abdalkader,Dawei Chen
出处
期刊:Journal of NeuroInterventional Surgery [BMJ]
卷期号:15 (e3): e356-e362 被引量:7
标识
DOI:10.1136/jnis-2022-019787
摘要

The aim of the study was to establish a reliable scoring tool to identify the probability of symptomatic intracranial hemorrhage (sICH) in anterior circulation stroke patients with contrast enhancement (CE) on brain non-contrast CT (NCCT) after endovascular thrombectomy (EVT).We retrospectively reviewed consecutive patients with acute ischemic stroke (AIS) who had CE on NCCT immediately after EVT for anterior circulation large vessel occlusion (LVO). We used the Alberta stroke program early CT score (ASPECTS) scoring system to estimate the extent and location of CE. Multivariable logistic regression was performed to derive an sICH predictive score. The discrimination and calibration of this score were assessed using the area under the receiver operator characteristic curve, calibration curve, and decision curve analysis.In this study, 194 of 322 (60.25%) anterior circulation AIS-LVO patients had CE on NCCT. After excluding 85 patients, 109 patients were enrolled in the final analysis. In multivariate regression analysis, age ≥70 years (adjusted OR (aOR) 9.23, 95% CI 2.43 to 34.97, P<0.05), atrial fibrillation (AF) (aOR 4.17, 95% CI 1.33 to 13.12, P<0.05), serum glucose ≥11.1 mmol/L (aOR 9.39, 95% CI 2.74 to 32.14, P<0.05), CE-ASPECTS <5 (aOR 3.95, 95% CI 1.30 to 12.04 P<0.05), and CE at the internal capsule (aOR 3.45, 95% CI 1.03 to 11.59, P<0.05) and M1 region (aOR 3.65, 95% CI 1.13 to 11.80, P<0.05) were associated with sICH. These variables were incorporated as the CE-age-glucose-AF (CAGA) score. The CAGA score demonstrated good discrimination and calibration in this cohort, as well as the fivefold cross validation.The CAGA score reliably predicted sICH in patients with CE on NCCT after EVT treatment.
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