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预测非插管胸外科术后并发症的风险评分

A risk score for predicting postoperative complications in non-intubated thoracic surgery.

作者信息

Lan Lan, Jiang Long, Duan Chongyang, Lu Weixiang, Zhang Canzhou, Cen Yanyi, He Jianxing

机构信息

Department of Anesthesiology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.

Department of Cardiothoracic Surgery, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.

出版信息

J Thorac Dis. 2021 Jul;13(7):3960-3968. doi: 10.21037/jtd-21-636.

Abstract

BACKGROUND

The risk factors for postoperative complications in non-intubated video-assisted thoracoscopic surgery (VATS) have not been observed before. Here to develop a simple risk score to predict the risk of postoperative complications for patients who scheduling non-intubated VATS, which is beneficial to guide the clinical interventions.

METHODS

A total of 1,837 patients who underwent non-intubated VATS were included from January 2011 to December 2018. A development data set and a validation data set were allocated according to an approximate 3:2 ratio of total cases. The stepwise logistic regression was used to establish a risk score model, and the methods of bootstrap and split-sample were used for validation.

RESULTS

Multivariable analysis revealed that the forced expiratory volume in the first second in percent of predicted, the anesthesia method, blood loss, surgical time, and preoperative neutrophil ratio were risk factors for postoperative complications. The risk score was established with these 5 factors, varied from 0 to 53, with the corresponding predicted probability of postoperative complications occurrence ranged from 1% to 92% and was calibrated (Hosmer-Lemeshow χ =6.261; P=0.618). Good discrimination was acquired in the development and validation data sets (C-statistic 0.705 and 0.700). A positive correlation was between the risk score and postoperative complications (P for trend <0.01). Three levels of low-risk (0-15 points], moderate-risk (15-30 points], and high-risk (>30 points] were established based on the score distribution of postoperative complications.

CONCLUSIONS

This simple risk score model based on risk factors of postoperative complications can validly identify the high-risk patients with postoperative complications in the non-intubated VATS, and allow for early interventions.

摘要

背景

非插管电视辅助胸腔镜手术(VATS)术后并发症的危险因素此前尚未见报道。在此旨在开发一种简单的风险评分系统,以预测计划行非插管VATS患者术后并发症的风险,这将有助于指导临床干预。

方法

纳入2011年1月至2018年12月期间行非插管VATS的1837例患者。根据病例总数约3:2的比例分配一个开发数据集和一个验证数据集。采用逐步逻辑回归建立风险评分模型,并使用自助法和分割样本法进行验证。

结果

多变量分析显示,预测值百分比的第一秒用力呼气量、麻醉方法、失血量、手术时间和术前中性粒细胞比例是术后并发症的危险因素。用这5个因素建立了风险评分,范围为0至53,术后并发症发生的相应预测概率为1%至92%,且经过校准(Hosmer-Lemeshow χ=6.261;P=0.618)。在开发数据集和验证数据集中均获得了良好的区分度(C统计量分别为0.705和0.700)。风险评分与术后并发症之间呈正相关(趋势P<0.01)。根据术后并发症的评分分布建立了低风险(0-15分)、中风险(15-30分)和高风险(>30分)三个级别。

结论

这种基于术后并发症危险因素的简单风险评分模型能够有效识别非插管VATS术后并发症的高危患者,并能实现早期干预。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e844/8339752/3007093a9157/jtd-13-07-3960-f1.jpg

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