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[脓毒性心肌抑制患者死亡预警模型的构建:129例患者的回顾性分析]

[Construction of death early-warning model for patients with septic myocardial depression: a retrospective analysis of 129 patients].

作者信息

Huang Jianping, Zhou Yangqing, Liu Haifen

机构信息

Department of Emergency Medicine, the Beilun Branch of the First Affiliated Hospital of Zhejiang University Medical College, Ningbo 315800, Zhejiang, China (Huang JP, Liu HF); Department of Traditional Chinese Medicine, the Beilun Branch of the First Affiliated Hospital of Zhejiang University Medical College, Ningbo 315800, Zhejiang, China (Zhou YQ). Corresponding author: Huang Jianping, Email:

出版信息

Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2018 May;30(5):461-465. doi: 10.3760/cma.j.issn.2095-4352.2018.05.013.

DOI:10.3760/cma.j.issn.2095-4352.2018.05.013
PMID:29764552
Abstract

OBJECTIVE

To explore the death risk factors of septic myocardial depression (SMD) and their predictive effect, and to set up a death early-warning model.

METHODS

A retrospective analysis was conducted. The patients with SMD admitted to emergency department and rescue room of Beilun Branch of the First Affiliated Hospital of Zhejiang University Medical College from January 2015 to November 2017 were enrolled. The patients were divided into survival group and non-survival group according to 28-day outcome, and the gender, age, and the initial examination parameters [white blood cell (WBC) count, neutrophil (Neut) count, activated partial thromboplastin time (APTT), procalcitonin (PCT), D-dimer, C-reactive protein (CRP), cardiac troponin I (cTnI), N-terminal pro-brain natriuretic peptide (NT-proBNP), left ventricular ejection fraction (LVEF), left ventricular end-diastolic diameter (LVEDD), and left atrium diameter (LAD)] of both groups were compared. Binary logistic regression analysis was conducted on the factors with statistically significant difference analyzed in univariate analysis, and death early-warning model was set up subsequently. For parameters in early-warning model after variable screening, receiver operating characteristic curve (ROC) was applied to evaluate the predictive effect of death.

RESULTS

A total of 129 patients were enrolled, 34 patients died within 28 days with the mortality of 26.4%. Univariate analysis showed that the PCT, cTnI and NT-proBNP in non-survival group were significantly higher than those of the survival group. However, there was no statistical difference in gender, age, WBC, Neut, APTT, D-dimer, CRP, LVEF, LVEDD or LAD between the two groups. Logistic stepwise regression analysis showed that PCT and cTnI were the independent factors influencing the death of patients with SMD [PCT: odds ratio (OR) =1.495, 95% confidence interval (95%CI) = 1.192-1.876, P = 0.001; cTnI: OR = 11.154, 95%CI = 5.709-17.264, P = 0.004], and the death early-warning model was logP = -3.737+0.402×PCT+2.412×cTnI. According to the statistics of Homser-Lemeshow, the effect of this model was good (χ = 6.258, P = 0.617). The analysis of ROC displayed that the area under ROC curve (AUC) of the combination of PCT and cTnI for predicting the prognosis of SMD patients was 0.851, and it was significantly higher than that of PCT and cTnI alone (0.738 and 0.719, respectively, both P < 0.05). When the combination of PCT and cTnI was 0.26, the sensitivity was 79.97%, the specificity was 87.01%, the positive predictive value was 71.3%, and the negative predictive value was 91.7%.

CONCLUSIONS

PCT and cTnI are independent factors influencing the death of SMD patients. The combination of PCT and cTnI has predictive value for the prognosis of SMD patients. The death early-warning model of SMD patients can be used to predict the prognosis of SMD patients.

摘要

目的

探讨脓毒症性心肌抑制(SMD)的死亡危险因素及其预测作用,建立死亡预警模型。

方法

进行回顾性分析。纳入2015年1月至2017年11月在浙江大学医学院附属第一医院北仑分院急诊科及抢救室收治的SMD患者。根据28天结局将患者分为存活组和非存活组,比较两组患者的性别、年龄及初始检查参数[白细胞(WBC)计数、中性粒细胞(Neut)计数、活化部分凝血活酶时间(APTT)、降钙素原(PCT)、D-二聚体、C反应蛋白(CRP)、心肌肌钙蛋白I(cTnI)、N末端脑钠肽前体(NT-proBNP)、左心室射血分数(LVEF)、左心室舒张末期内径(LVEDD)及左心房内径(LAD)]。对单因素分析中有统计学差异的因素进行二元logistic回归分析,随后建立死亡预警模型。对变量筛选后的预警模型参数,应用受试者工作特征曲线(ROC)评估死亡预测效果。

结果

共纳入129例患者,28天内死亡34例,死亡率为26.4%。单因素分析显示,非存活组的PCT、cTnI及NT-proBNP显著高于存活组。然而,两组在性别、年龄、WBC、Neut、APTT、D-二聚体、CRP、LVEF、LVEDD或LAD方面无统计学差异。logistic逐步回归分析显示,PCT和cTnI是影响SMD患者死亡的独立因素[PCT:比值比(OR)=1.495,95%置信区间(95%CI)=1.192-1.876,P=0.001;cTnI:OR=11.154,95%CI=5.709-17.264,P=0.004],死亡预警模型为logP=-3.737+0.402×PCT+2.412×cTnI。根据Homser-Lemeshow统计,该模型效果良好(χ=6.258,P=0.617)。ROC分析显示,PCT与cTnI联合预测SMD患者预后的ROC曲线下面积(AUC)为0.851,显著高于单独的PCT和cTnI(分别为0.738和0.719,P均<0.05)。当PCT与cTnI联合值为0.26时,灵敏度为79.97%,特异度为87.01%,阳性预测值为71.3%,阴性预测值为91.7%。

结论

PCT和cTnI是影响SMD患者死亡的独立因素。PCT与cTnI联合对SMD患者预后有预测价值。SMD患者死亡预警模型可用于预测SMD患者的预后。

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