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使用大数据分析评估术前肺活量测定法对上腹部和胸外科手术术后风险的预测价值。

The value of preoperative spirometry testing for predicting postoperative risk in upper abdominal and thoracic surgery assessed using big-data analysis.

作者信息

Park Hyung Jun, Kim Sung Min, Kim Hong Rae, Ji Wonjun, Choi Chang-Min

机构信息

Department of Pulmonary and Critical Care Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.

Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.

出版信息

J Thorac Dis. 2020 Aug;12(8):4157-4167. doi: 10.21037/jtd-19-2687.

Abstract

BACKGROUND

Spirometry is used to evaluate postoperative outcomes in thoracic surgery. However, the clinical utility of spirometry for predicting postoperative complications has not been determined. We used big-data analysis to examine the relationship between pulmonary function tests and postoperative complications.

METHODS

We retrospectively analysed clinical data from 31,827 patients who underwent spirometry within the 3 months prior to their surgery between January 2000 and December 2014 at a single tertiary referral hospital. The data were extracted in de-identified form via the automated clinical research information system. Surgical procedures included thoracic and upper abdominal surgery.

RESULTS

Multivariable logistic regression analysis showed that type of surgery, older age (>65 years), low albumin and smoking were associated with postoperative infections [95% confidence interval (CI) of the odds ratio (OR) 1.27-1.60 (>65 years); 1.52-1.96 (low albumin); 1.40-1.98 (current smoker)]. Notably, lower forced vital capacity (FVC) was an independent risk factor for postoperative infection, prolonged intensive care unit stay, and in-hospital death, regardless of airflow limitation [OR 95% CI: 1.31-1.69 (FVC 50-80%); 2.02-4.24 (FVC <50%)]. Lower forced expiratory volume in 1 sec (FEV) was also an independent risk factor for postoperative infection [OR 95% CI: 1.61-2.26 (FEV 50-80%); 2.27-4.21 (FEV <50%)]. Airflow limitation assessed by FEV was negatively correlated with postoperative infection in multivariable analysis (OR 95% CI: 0.51-0.88).

CONCLUSIONS

Lower preoperative FVC could be used to predict postoperative infection and complications in thoracic and upper abdominal surgery regardless of airflow limitation.

摘要

背景

肺活量测定法用于评估胸外科手术后的结果。然而,肺活量测定法预测术后并发症的临床效用尚未确定。我们使用大数据分析来研究肺功能测试与术后并发症之间的关系。

方法

我们回顾性分析了2000年1月至2014年12月期间在一家单一的三级转诊医院手术前3个月内接受肺活量测定的31827例患者的临床数据。数据通过自动化临床研究信息系统以去识别形式提取。手术程序包括胸外科和上腹部手术。

结果

多变量逻辑回归分析表明,手术类型、年龄较大(>65岁)、白蛋白水平低和吸烟与术后感染相关[优势比(OR)的95%置信区间(CI)为1.27 - 1.60(>65岁);1.52 - 1.96(白蛋白水平低);1.40 - 1.98(当前吸烟者)]。值得注意的是,无论气流受限情况如何,较低的用力肺活量(FVC)是术后感染、重症监护病房住院时间延长和院内死亡的独立危险因素[OR 95% CI:1.31 - 1.69(FVC 50 - 80%);2.02 - 4.24(FVC <50%)]。一秒用力呼气容积(FEV)较低也是术后感染的独立危险因素[OR 95% CI:1.61 - 2.26(FEV 50 - 80%);2.27 - 4.21(FEV <50%)]。在多变量分析中,通过FEV评估的气流受限与术后感染呈负相关(OR 95% CI:0.51 - 0.88)。

结论

术前较低的FVC可用于预测胸外科和上腹部手术的术后感染及并发症,无论气流受限情况如何。

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