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心脏手术后再次入住重症监护病房:4869例患者的衍生及验证风险预测模型

Readmission to the Intensive Care Unit Following Cardiac Surgery: A Derived and Validated Risk Prediction Model in 4,869 Patients.

作者信息

Thomson Rebekah, Fletcher Nick, Valencia Oswaldo, Sharma Vivek

机构信息

Cardiac Intensive Care Unit, St George's Hospital, London, UK.

Department of Anaesthesia, St George's Hospital, London, UK.

出版信息

J Cardiothorac Vasc Anesth. 2018 Dec;32(6):2685-2691. doi: 10.1053/j.jvca.2018.04.033. Epub 2018 Apr 18.

Abstract

OBJECTIVE

To derive and validate a clinical risk index that can predict readmission to the intensive care unit (ICU) after cardiac surgery.

DESIGN

Retrospective nonrandomized study to determine the perioperative variables associated with risk of readmission to the ICU after cardiac surgery.

SETTING

The study was carried out in a single university hospital.

PARTICIPANTS

This was an analysis of 4,869 consecutive adult patients.

INTERVENTIONS

All patients underwent cardiac surgery at a single center and were discharged to the ward from the ICU during the index surgical admission.

MEASUREMENTS AND MAIN RESULTS

A total of 156 patients (3.2%) were readmitted to the ICU during their index surgical admission. Risk factors associated with readmission were identified by performing univariate analysis followed by multivariate logistic regression. The final multivariable regression model was validated internally by bootstrap replications. Nine independent variables were associated with readmission: urgency of surgery, diabetes, chronic kidney disease stage 3 to 5, aortic valve surgery, European System for Cardiac Operative Risk Evaluation, postoperative anemia, hypertension, preoperative neurological disease, and the Intensive Care National Audit and Research Centre score. Our data also showed mortality (18% v 3.2%, p < 0.0001) was significantly higher in readmitted patients. The median duration of ICU stay (7 [4-17] v 1 [1-2] days, p < 0.0001) and hospital stay (20 [12-33] v 7 [5-10] days, p < 0.0001) were significantly longer in patients who were readmitted to ICU compared to those who were not.

CONCLUSION

From a comprehensive perioperative dataset, the authors have derived and internally validated a risk index incorporating 9 easily identifiable and routinely collected variables to predict readmission following cardiac surgery.

摘要

目的

推导并验证一种可预测心脏手术后重症监护病房(ICU)再入院情况的临床风险指数。

设计

回顾性非随机研究,以确定与心脏手术后ICU再入院风险相关的围手术期变量。

地点

该研究在一家大学医院进行。

参与者

对4869例连续的成年患者进行分析。

干预措施

所有患者均在单一中心接受心脏手术,并在首次手术入院期间从ICU出院至病房。

测量指标及主要结果

共有156例患者(3.2%)在首次手术入院期间再次入住ICU。通过单因素分析,随后进行多因素逻辑回归,确定与再入院相关的危险因素。最终的多变量回归模型通过自举复制进行内部验证。九个独立变量与再入院相关:手术紧急程度、糖尿病、慢性肾脏病3至5期、主动脉瓣手术、欧洲心脏手术风险评估系统、术后贫血、高血压、术前神经系统疾病以及重症监护国家审计与研究中心评分。我们的数据还显示,再入院患者的死亡率(18%对3.2%,p<0.0001)显著更高。与未再入院患者相比,再入院至ICU的患者ICU住院时间中位数(7[4-17]天对1[1-2]天,p<0.0001)和住院时间中位数(20[12-33]天对7[5-10]天,p<0.0001)显著更长。

结论

作者从全面的围手术期数据集中推导并内部验证了一个风险指数,该指数纳入了9个易于识别且常规收集的变量,以预测心脏手术后的再入院情况。

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