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蛛网膜下腔出血患者住院死亡率中右美托咪定的竞争风险模型分析。

A competing risk model analysis of dexmedetomidine of in-hospital mortality in subarachnoid hemorrhage patients.

机构信息

Department of Anesthesiology, Longyan First Hospital Affiliated to Fujian Medical University, No.105, Jiuyi North Road, Xinluo District, Longyan, 364000, Fujian, China.

出版信息

Sci Rep. 2024 Nov 28;14(1):29590. doi: 10.1038/s41598-024-81025-6.

Abstract

Subarachnoid hemorrhage (SAH) is a severe cerebrovascular disorder characterized by the sudden influx of blood into the subarachnoid space. The use of sedatives may be associated with the prognosis of SAH patients. We obtained SAH data from the MIMIC-IV database. The receiver operating characteristic curve, Delong test, and decision curve analysis were used to assess the predictive value of sedatives. Propensity score matching (PSM) method was applied to match samples at a 1:1 ratio. Logistic regression analysis, generalized linear regression analysis, and stratified analysis were used to investigate the association of the sedative with in-hospital mortality and length of hospital stay (LOS). Finally, a competing risk analysis was performed to evaluate the survival probability with two potential outcomes. Dexmedetomidine had a better prognosis value than Propofol and Midazolam. After PSM analysis, the Dexmedetomidine and the non-Dexmedetomidine groups had 248 samples each. The application of Dexmedetomidine reduced the risk of in-hospital mortality but might prolong the LOS. When considering in-hospital mortality as a competing risk factor for LOS, Dexmedetomidine was a protective factor for in-hospital mortality but had no significant relationship with LOS. In conclusion, treatment of Dexmedetomidine could reduce the risk of in-hospital mortality with satisfactory predictive efficiency.

摘要

蛛网膜下腔出血 (SAH) 是一种严重的脑血管疾病,其特征是血液突然涌入蛛网膜下腔。镇静剂的使用可能与 SAH 患者的预后有关。我们从 MIMIC-IV 数据库中获得了 SAH 数据。使用受试者工作特征曲线、DeLong 检验和决策曲线分析来评估镇静剂的预测价值。采用倾向性评分匹配(PSM)方法以 1:1 的比例匹配样本。使用逻辑回归分析、广义线性回归分析和分层分析来研究镇静剂与住院死亡率和住院时间(LOS)的关系。最后,进行竞争风险分析以评估两种潜在结果的生存概率。右美托咪定的预后价值优于丙泊酚和咪达唑仑。经过 PSM 分析,右美托咪定组和非右美托咪定组各有 248 例样本。使用右美托咪定降低了住院死亡率的风险,但可能会延长 LOS。当将住院死亡率视为 LOS 的竞争风险因素时,右美托咪定是住院死亡率的保护因素,但与 LOS 无显著关系。总之,右美托咪定的治疗可以降低住院死亡率的风险,同时具有令人满意的预测效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e07/11604967/b37f7b8f63f1/41598_2024_81025_Fig1_HTML.jpg

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