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乳酸联合 SOFA 评分提高 SOFA 评分对重症中暑患者预测效能。

Lactate combined with SOFA score for improving the predictive efficacy of SOFA score in patients with severe heatstroke.

机构信息

Department of Emergency, The Affiliated Changzhou NO.2 People's Hospital of Nanjing Medical University, Changzhou City, Jiangsu Province, China.

Department of Critical Care Medicine, The First People's Hospital of Kunshan, Suzhou City, Jiangsu Province, China.

出版信息

Am J Emerg Med. 2024 Apr;78:163-169. doi: 10.1016/j.ajem.2024.01.033. Epub 2024 Jan 23.

Abstract

BACKGROUND

The relationship between lactate levels and multiple organ dysfunction in patients with severe heatstroke remains unclear. In this study, we aimed to elucidate the clinical significance of lactate in severe heatstroke prognosis and assess whether incorporating lactate in the SOFA score improves its predictive efficacy.

METHODS

This study was a multicenter retrospective cohort investigation included 275 patients. Logistic regression analysis was performed to examine the relationship between lactate levels and patient outcomes and complications, including acute kidney injury (AKI), disseminated intravascular coagulation (DIC), and myocardial injury. Further, receiver operating characteristic (ROC) curves and clinical decision curve analysis (DCA) were used to evaluate the predictive power of lactate and SOFA scores in severe heatstroke-associated death. Lastly, the Kaplan-Meier survival curve was employed to differentiate the survival rates among the various patient groups.

RESULTS

After adjusting for confounding factors, lactate was demonstrated as an independent risk factor for death (OR = 1.353, 95% CI [1.170, 1.569]), AKI (OR = 1.158, 95% CI [1.007, 1.332]), DIC (OR = 1.426, 95% CI [1.225, 1.659]), and myocardial injury (OR = 2.039, 95% CI [1.553, 2.679]). The area under the curve (AUC) of lactate for predicting death from severe heatstroke was 0.7540, with a cutoff of 3.35. The Kaplan-Meier survival curve analysis showed that patients with elevated lactate levels had higher mortality rates. Additionally, the ROC curves demonstrated that combining lactate with the SOFA score provided better predictive efficacy than the SOFA score alone in patients with severe heatstroke (AUC: 0.9025 vs. 0.8773, DeLong test, P < 0.001). Finally, the DCA curve revealed a higher net clinical benefit rate for lactate combined with the SOFA score.

CONCLUSIONS

Lactate is an independent risk factor for severe heatstroke-related death as well as a risk factor for AKI, DIC, and myocardial injury associated with severe heatstroke. Thus, combining lactate with the SOFA score can significantly improve its predictive efficacy in patients with severe heatstroke.

摘要

背景

严重中暑患者乳酸水平与多器官功能障碍的关系尚不清楚。本研究旨在阐明乳酸在严重中暑预后中的临床意义,并评估将乳酸纳入 SOFA 评分是否能提高其预测效果。

方法

本研究为多中心回顾性队列研究,共纳入 275 例患者。采用 logistic 回归分析探讨乳酸水平与患者结局及并发症(急性肾损伤(AKI)、弥散性血管内凝血(DIC)和心肌损伤)的关系。进一步,采用受试者工作特征(ROC)曲线和临床决策曲线分析(DCA)评估乳酸和 SOFA 评分对严重中暑相关死亡的预测能力。最后,采用 Kaplan-Meier 生存曲线区分不同患者组的生存率。

结果

校正混杂因素后,乳酸是死亡(OR=1.353,95%CI[1.170,1.569])、AKI(OR=1.158,95%CI[1.007,1.332])、DIC(OR=1.426,95%CI[1.225,1.659])和心肌损伤(OR=2.039,95%CI[1.553,2.679])的独立危险因素。乳酸预测严重中暑死亡的曲线下面积(AUC)为 0.7540,截断值为 3.35。Kaplan-Meier 生存曲线分析显示,乳酸水平升高的患者死亡率更高。此外,ROC 曲线显示,与 SOFA 评分相比,乳酸联合 SOFA 评分在严重中暑患者中的预测效果更好(AUC:0.9025 与 0.8773,DeLong 检验,P<0.001)。最后,DCA 曲线显示乳酸联合 SOFA 评分的净临床获益率更高。

结论

乳酸是严重中暑相关死亡的独立危险因素,也是严重中暑相关 AKI、DIC 和心肌损伤的危险因素。因此,将乳酸与 SOFA 评分相结合可显著提高严重中暑患者的预测效果。

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