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小儿先天性心脏病术后肺部感染转归相关因素的前瞻性队列研究

A prospective cohort study on factors related to the outcome of postoperative pulmonary infection in children with congenital heart disease

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目的 评估小儿先天性心脏病(CHD)术后肺部感染转归情况,并探讨分析转归失败的相关因素.方法 选取2022年1月 2023年12月新疆医科大学第一附属医院小儿心胸外科收治的CHD术后肺部感染患儿173例为研究对象,根据入院28 d的预后情况将患儿分为预后不良组61例和预后良好组112例.多因素Logistic回归分析CHD术后肺部感染患儿预后不良的影响因素;采用R软件构建CHD术后肺部感染患儿预后不良的列线图预测模型;受试者工作特征(ROC)曲线评估列线图模型预测CHD术后肺部感染患儿预后不良的区分度,校准曲线评估模型的一致性.结果 预后不良组患儿免疫力缺陷、机械通气时间≥48 h、纽约心脏病协会(NYHA)心功能分级Ⅲ~Ⅳ级、左心室射血分数(LVEF)≤40%、WBC>12×109/L、NEU>70%、降钙素原(PCT)>0.5 µg/L、白蛋白(Alb)≤ 35 g/L的比例均大于预后良好组(x2/P=7.273/<0.001、15.949/<0.001、9.414/0.002、10.473/0.001、29.572/<0.001、21.811/<0.001、10.154/0.001、11.864/0.001);多因素Logistic回归分析结果显示,免疫力缺陷、机械通气时间≥48 h、NYHA 心功能分级 Ⅲ~Ⅳ 级、LVEF≤40%、WBC>12 × 109/L、NEU>70%、Alb ≤ 35 g/L、PCT>0.5 μg/L 是 CHD 术后肺部感染患儿预后不良的独立危险因素[OR(95%CI)=7.381(2.513~21.677)、5.295(1.801~15.568)、8.928(3.030~26.300)、5.563(1.962~15.774)、3.108(1.590~6.076)、2.058(1.429~2.963)、3.415(1.211~9.626)、5.269(1.799~15.429)],并构建列线图模型;验证结果显示,ROC曲线下面积(AUC)为0.969(95%CI 0.945~0.992),模型预测CHD术后肺部感染患儿发生预后不良风险与实际风险的一致性良好(x2=7.086,P=0.681).结论 免疫力、机械通气时间、NYHA心功能分级、LVEF、WBC、NEU、Alb、PCT为影响CHD术后肺部感染患儿发生预后不良的独立危险因素,以此构建的列线图模型区分度与一致性均良好.
Objective To evaluate the prognostic outcomes of pulmonary infection after congenital heart disease(CHD)in children,and to explore and analyze the related factors of poor prognosis.Methods One hundred and seventy-three children with postoperative lung infection after CHD admitted to the Department of Paediatric Cardiothoracic Surgery of the First Affiliated Hospital of Xinjiang Medical University from January 2022 to December 2023 were taken as the study subjects,and they were divided into 61 cases of the poor prognosis group and 112 cases of the good prognosis group ac-cording to the prognosis at 28 d of admission.Multifactorial logistic regression was used to analyse the influencing factors of poor prognosis in children with postoperative CHD lung infection;R software was used to construct a column chart pre-diction model of poor prognosis in children with postoperative CHD lung infection;subject work characteristics(ROC)curves were used to assess the discriminatory degree of poor prognosis predicted by the column chart model in children with postoperative CHD lung infection,and calibration curves were used to assess the model's consistency.Results In the poor prognosis group,the proportion of children with immunodeficiency,mechanical ventilation time ≥48 h,New York Heart Association(NYHA)cardiac function class Ⅲ-Ⅳ,left ventricular ejection fraction(LVEF)≤40%,WBC>12 × 109/L,NEU>70%,procalcitonin(PCT)>05 μg/L,and albumin(Alb)≤35 g/L were all greater than those in the good prognosis group(x2/P=7.273/<0.001,15.949/<0.001,9.414/0.002,10.473/0.001,29.572/<0.001,21.811/<0.001,10.154/0.001,11.864/0.001);multifactorial logistic regression analysis showed that immunodeficiency,mechanical ventilation time ≥48 h,NYHA cardiac function class Ⅲ-Ⅳ,LVEF ≤40%,WBC>12 × 109/L,NEU>70%,Alb ≤35 g/L,and PCT>05 μg/L were the inde-pendent risk factors for poor prognosis in children with postoperative lung infection after CHD[OR(95%CI)=7.381(2.513-21.677),5 295(1.801-15.568),8.928(3.030-26.300),5.563(1.962-15.774),3.108(1.590-6.076),2.058(1.429-2.963),3.415(1211-9.626),5 269(1.799-15.429)],and constructed a column-line graphical model;the validation results showed that the area under the ROC curve(AUC)was 0.969(95%CI0.945-0.992),and the model predicted the risk of poor prognosis for children with postoperative lung infection after CHD in good agreement with the actual risk(x=7.086,P=0.681).Conclu-sion Immunity,duration of mechanical ventilation,NYHA cardiac function class,LVEF,WBC,NEU,ALB,PCT are the in-dependent risk factors affecting the occurrence of poor prognosis in children with postoperative lung infection after CHD,and the column chart model constructed in this way has a good degree of differentiation and consistency,which is more in-tuitive for predicting the risk of its occurrence,and effective measures should be taken according to these factors,and ac-tive intervention should be carried out to reduce the risk of poor prognosis.

Congenital heart diseaseCardiac surgeryLung infectionsOutcomesRelated factorsChildren

马依拉·买买提、热汗古丽·买买提、单雪峰、谢侠、温运慧

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830000 乌鲁木齐,新疆医科大学第一附属医院小儿心胸外科

830000 乌鲁木齐,新疆医科大学第一附属医院日间手术治疗病房

先天性心脏病 心脏手术 肺部感染 转归 相关因素 儿童

2024

疑难病杂志
中国医师协会

疑难病杂志

CSTPCD
影响因子:1.171
ISSN:1671-6450
年,卷(期):2024.23(12)