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应激性高血糖比值作为脑梗死危重症患者意识严重障碍和全因死亡率的重要预测指标:一项使用MIMIC-IV数据库的回顾性研究

Stress hyperglycemia ratio as an important predictive indicator for severe disturbance of consciousness and all-cause mortality in critically ill patients with cerebral infarction: a retrospective study using the MIMIC-IV database.

作者信息

Li Xiaosheng, Guo Li, Zhou Yuzhen, Yuan Churan, Yin Yong

机构信息

Department of Rehabilitation Medicine, The Affiliated Hospital of Yunnan University, No. 176 Qingnian Road, Wuhua District, Kunming, Yunnan, China.

出版信息

Eur J Med Res. 2025 Jan 27;30(1):53. doi: 10.1186/s40001-025-02309-9.

Abstract

BACKGROUND

Stress hyperglycemia ratio (SHR) has been linked to prognosis of cerebrovascular diseases. Nevertheless, the association between SHR and severe disturbance of consciousness (DC) and mortality among patients with cerebral infarction remains explored. This study seeks to assess the predictive potential of SHR for severe DC and mortality among patients with cerebral infarction.

METHODS

We identified individuals diagnosed with cerebral infarction within the MIMIC-IV database. We employed logistic regression to examine the correlation between the SHR index and the severity of patients' consciousness disturbance, as well as in-hospital mortality. Furthermore, we employed restricted cubic spline curves to explore potential non-linear relationships between the SHR index and outcome measures. To assess the predictive performance of the SHR index and admission blood sugar level on outcome indicators, we compared receiver operating characteristic (ROC) curves.

RESULTS

A non-linear relationship existed between SHR and the risk of severe disturbance of consciousness, while there was a linear relationship with all-cause mortality. The AUC value for predicting severe disturbance of consciousness by the SHR index is 0.5419 (95% CI: 0.5188-0.5661). The AUC value for predicting in-hospital mortality based on the SHR index is 0.6264 (95% CI: 0.5881-0.6662). It is superior to single admission blood sugar level. In addition, SHR has an incremental impact on evaluating various diseases in predicting severe disturbance of consciousness and all-cause mortality in critically ill patients with cerebral infarction.

CONCLUSIONS

SHR is an important predictive indicator for severe disturbance of consciousness and all-cause mortality of patients with cerebral infarction.

摘要

背景

应激性高血糖比率(SHR)已与脑血管疾病的预后相关联。然而,SHR与脑梗死患者严重意识障碍(DC)及死亡率之间的关联仍有待探索。本研究旨在评估SHR对脑梗死患者严重DC及死亡率的预测潜力。

方法

我们在MIMIC-IV数据库中识别出被诊断为脑梗死的个体。我们采用逻辑回归来检验SHR指数与患者意识障碍严重程度以及院内死亡率之间的相关性。此外,我们使用受限立方样条曲线来探索SHR指数与结局指标之间潜在的非线性关系。为评估SHR指数和入院血糖水平对结局指标的预测性能,我们比较了受试者工作特征(ROC)曲线。

结果

SHR与严重意识障碍风险之间存在非线性关系,而与全因死亡率存在线性关系。SHR指数预测严重意识障碍的AUC值为0.5419(95%CI:0.5188 - 0.5661)。基于SHR指数预测院内死亡率的AUC值为0.6264(95%CI:0.5881 - 0.6662)。它优于单一的入院血糖水平。此外,在预测脑梗死危重症患者的严重意识障碍和全因死亡率方面,SHR在评估各种疾病时具有增量影响。

结论

SHR是脑梗死患者严重意识障碍和全因死亡率的重要预测指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/073c/11771033/f724f8f6e973/40001_2025_2309_Fig1_HTML.jpg

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