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The SON2A2 score: A novel grading scale for predicting hemorrhage and outcomes after thrombolysis

医学 逻辑回归 接收机工作特性 溶栓 内科学 队列 弗雷明翰风险评分 曲线下面积 心肌梗塞 疾病
作者
Yu Ren,Zhiping He,Xiaoyan Du,Jie Liu,Li Zhou,Xue Bai,Yue Chen,Bowen Wu,Xiaosong Song,Libo Zhao,Y. Qin
出处
期刊:Frontiers in Neurology [Frontiers Media SA]
卷期号:13
标识
DOI:10.3389/fneur.2022.952843
摘要

Objectives This study aimed to develop a score including novel putative predictors for predicting the risk of sICH and outcomes after thrombolytic therapy with intravenous (IV) recombinant tissue-type plasminogen activator (r-tPA) in acute ischemic stroke patients. Methods All patients with acute ischemic stroke treated with IV r-tPA at three university-based hospitals in Chongqing, China, from 2014 to 2019 were retrospectively studied. Potential risk factors associated with sICH (NINDS criteria) were determined with multivariate logistic regression, and we developed our score according to the magnitude of logistic regression coefficients. The score was validated in another independent cohort. Area under the receiver operating characteristic curve (AUC-ROC) was used to assess the performance of the score. Calibration was evaluated using the Hosmer–Lemeshow goodness-of-fit method. Results The SON 2 A 2 score (0 to 8 points) consisted of history of s moking (no = 1, yes = 0, β = 0.81), o nset-to-needle time (≥3.5 = 1,<3.5=0, β = 0.74), N IH Stroke Scale on admission (>10 = 2, ≤10 = 0, β = 1.22), n eutrophil percentage (≥80.0% = 1, <80% = 0, β = 0.81), A SPECT score (≤11 = 2, >11 = 0, β = 1.30), and a ge (>65 years = 1, ≤65 years = 0, β = 0.89). The SON 2 A 2 score was strongly associated with sICH (OR 1.98; 95%CI 1.675–2.34) and poor outcomes (OR 1.89; 95%CI 1.68–2.13). AUC-ROC in the derivation cohort was 0.82 (95%CI 0.77–0.86). Similar results were obtained in the validation cohort. The Hosmer–Lemeshow test revealed that predicted and observed event rates in derivation and validation cohorts were very close. Conclusion The SON 2 A 2 score is a simple, efficient, quick, and easy-to-perform scale for predicting the risk of sICH and outcome after intravenous r-tPA thrombolysis within 4.5 h in patients with ischemic stroke, and risk assessment using this test has the potential for early and personalized management of this disease in high-risk patients.

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