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急性 A 型主动脉夹层手术后患者术后高乳酸血症的危险因素和院内死亡率。

Risk factors and in-hospital mortality of postoperative hyperlactatemia in patients after acute type A aortic dissection surgery.

机构信息

Department of Emergency Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.

Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.

出版信息

BMC Cardiovasc Disord. 2021 Sep 11;21(1):431. doi: 10.1186/s12872-021-02244-7.

Abstract

BACKGROUND

Hyperlactatemia may be caused by increased production due to tissue hypoxia or non-hypoxia. The aim of this study was first to identify risk factors for postoperative hyperlactatemia (POHL) after Stanford type A acute aortic dissection surgery (AADS) and construct a predictive model, and second to evaluate the impact of POHL on prognosis.

METHODS

This retrospective study involved patients undergoing AADS from January 2016 to December 2019 in Wuhan Union Hospital. Multivariate logistic regression analysis was performed to identify independent risk factors for POHL. A nomogram predicting POHL was established based on these factors and was validated in the original dataset. The receiver operating characteristic curve was drawn to assess the ability of postoperative lactate levels to predict the in-hospital mortality.

RESULTS

A total of 188 patients developed POHL after AADS (38.6%). Male gender, surgery history, red blood cell transfusion and cardiopulmonary bypass time were identified as independent predictors. The C-index of the prediction model for POHL was 0.72, indicating reasonable discrimination. The model was well calibrated by visual inspection and goodness-of-fit test (Hosmer-Lemeshow χ = 10.25, P = 0.25). Decision and clinical impact curves of the model showed good clinical utility. The overall in-hospital mortality rate was 10.1%. Postoperative lactate levels showed a moderate predictive power for postoperative in-hospital mortality (C-index: 0.72).

CONCLUSION

We developed and validated a prediction model for POHL in patients undergoing AADS, which may have clinical utility in personal risk evaluation and preventive interventions. The POHL could be a good predictor for in-hospital mortality.

摘要

背景

高乳酸血症可能是由于组织缺氧或非缺氧引起的产生增加所致。本研究的目的首先是确定 Stanford 型 A 型急性主动脉夹层手术(AADS)后术后高乳酸血症(POHL)的危险因素,并构建预测模型,其次评估 POHL 对预后的影响。

方法

本回顾性研究纳入了 2016 年 1 月至 2019 年 12 月期间在武汉协和医院接受 AADS 的患者。采用多变量逻辑回归分析确定 POHL 的独立危险因素。基于这些因素建立预测 POHL 的列线图,并在原始数据集进行验证。绘制受试者工作特征曲线以评估术后乳酸水平预测院内死亡率的能力。

结果

AADS 后共有 188 例患者发生 POHL(38.6%)。男性、手术史、红细胞输注和体外循环时间被确定为独立预测因子。POHL 预测模型的 C 指数为 0.72,表明具有合理的区分能力。通过视觉检查和拟合优度检验(Hosmer-Lemeshow χ=10.25,P=0.25)证实该模型具有良好的校准度。模型的决策和临床影响曲线显示出良好的临床实用性。总体院内死亡率为 10.1%。术后乳酸水平对术后院内死亡率具有中等预测能力(C 指数:0.72)。

结论

我们开发并验证了 AADS 患者 POHL 的预测模型,该模型可能在个体风险评估和预防干预方面具有临床实用性。POHL 可能是院内死亡率的一个良好预测指标。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fb78/8436469/88b455c13bf5/12872_2021_2244_Fig1_HTML.jpg

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