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纳入白细胞介素-6可改善胸主动脉疾病手术患者术后急性肺损伤预测的性能。

Inclusion of interleukin-6 improved the performance of postoperative acute lung injury prediction for patients undergoing surgery for thoracic aortic disease.

作者信息

Li Huili, Feng Weiqi, Wang Qiuji, Li Chenxi, Zhu Jiade, Sun Tucheng, Wu Jinlin

机构信息

Department of Cardiac Surgery, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.

出版信息

Front Cardiovasc Med. 2023 Aug 11;10:1093616. doi: 10.3389/fcvm.2023.1093616. eCollection 2023.

Abstract

BACKGROUND

We studied acute lung injury (ALI) in thoracic aortic disease (TAD) patients and investigated the predictive effect of interleukin-6 (IL-6) in acute lung injury after thoracic aortic disease.

METHODS

Data on 188 TAD patients, who underwent surgery between January 2016 to December 2021 at our hospital, were enrolled in. We analyzed acute lung injury using two patient groups. Patients with No-ALI were 65 and those with ALI were 123. Univariate logistic, LASSO binary logistic regression model and multivariable logistic regression analysis were performed for acute lung injury.

RESULTS

Preoperative IL-6 level was lower (15.80[3.10,43.30] vs. 47.70[21.40,91.60] pg/ml,  < 0.001) in No-ALI group than in ALI group. The cut-off points, determined by the ROC curve, were preoperative IL-6 > 18 pg/ml (area under the curve: AUC = 0.727). Univariate logistic regression analysis showed 19 features for TAD appeared to be early postoperative risk factors of acute lung injury. Using LASSO binary logistic regression, 19 features were reduced to 9 potential predictors (i.e., Scrpost + PLTpost + CPB > 182 min + D-dimerpost + D-dimerpre + Hypertension + Age > 58 years + IL6 > 18 pg/ml + IL6). Multivariable logistic regression analysis showed that Postoperative creatinine, CPB > 182 min and IL-6 > 18 pg/ml were early postoperative risk factors for ALI after TAD, and the odds ratios (ORs) of postoperative creatinine, CPB > 182 min and IL-6 > 18 pg/ml were 1.006 (1.002-1.01), 4.717 (1.306-19.294) and 2.96 (1.184-7.497), respectively. When postoperative creatinine, CPB > 182 min and IL-6 > 18 pg/ml (AUC = 0.819), the 95% confidence interval [CI] was 0.741 to 0.898. Correction curves were nearly diagonal, suggesting that the nomogram fit well. The DCA curve was then drawn to demonstrate clinical applicability. The DCA curve showed that the threshold probability of a patient is in the range of 30% to 90%.

CONCLUSIONS

The inclusion of interleukin-6 demonstrated good performance in predicting ALI after TAD surgery.

摘要

背景

我们研究了胸主动脉疾病(TAD)患者的急性肺损伤(ALI),并探讨了白细胞介素-6(IL-6)对胸主动脉疾病后急性肺损伤的预测作用。

方法

纳入2016年1月至2021年12月在我院接受手术的188例TAD患者的数据。我们将患者分为两组分析急性肺损伤情况。无ALI患者65例,ALI患者123例。对急性肺损伤进行单因素逻辑回归、LASSO二元逻辑回归模型和多因素逻辑回归分析。

结果

无ALI组术前IL-6水平低于ALI组(15.80[3.10,43.30] vs. 47.70[21.40,91.60] pg/ml,<0.001)。通过ROC曲线确定的截断点为术前IL-6>18 pg/ml(曲线下面积:AUC = 0.727)。单因素逻辑回归分析显示,19个TAD特征似乎是急性肺损伤的术后早期危险因素。使用LASSO二元逻辑回归,19个特征减少到9个潜在预测因素(即术后Scr+术后PLT+体外循环>182分钟+术后D-二聚体+术前D-二聚体+高血压+年龄>58岁+IL6>18 pg/ml+IL6)。多因素逻辑回归分析显示,术后肌酐、体外循环>182分钟和IL-6>18 pg/ml是TAD术后ALI的术后早期危险因素,术后肌酐、体外循环>182分钟和IL-6>18 pg/ml的比值比(OR)分别为1.006(1.002-1.01)、4.717(1.306-19.294)和2.96(1.184-7.497)。当术后肌酐、体外循环>182分钟和IL-6>18 pg/ml时(AUC = 0.819),95%置信区间[CI]为0.741至0.898。校正曲线接近对角线,表示列线图拟合良好。然后绘制DCA曲线以证明临床适用性。DCA曲线显示患者的阈值概率在30%至90%范围内。

结论

纳入白细胞介素-6在预测TAD手术后的ALI方面表现良好。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9039/10457658/b3ff34706257/fcvm-10-1093616-g001.jpg

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