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新生儿肺出血死亡危险因素的预测评分模型:中国西南地区单一新生儿重症监护病房的经验

A prediction score model for risk factors of mortality in neonate with pulmonary hemorrhage: the experience of single neonatal intensive care unit in Southwest China.

作者信息

Li Luquan, Yu Jialin, Wang Jiarong, Zhang Xianhong, Shen Heping, Yuan Xiaoli, Zhang Huirong

机构信息

Department of Neonatology, Children's Hospital of Chongqing Medical University, Chongqing, PR China.

出版信息

Pediatr Pulmonol. 2008 Oct;43(10):997-1003. doi: 10.1002/ppul.20897.

Abstract

AIM

To establish a prediction score model for mortality of neonates with pulmonary hemorrhage (PH).

METHODS

Mortality risk factors of PH were analyzed by logistic regression analysis in 244 neonates retrospectively. A prediction score model was developed according to regression coefficients of risk factors. The receiver operating characteristic curve (ROC) was also constructed and the cutoff was determined.

RESULTS

The overall mortality rate of PH was 74.59% (182/244). More patients from multiple pregnancies were found in the death group than in the survivor group (20.1% vs. 3.2%, P = 0.023). The survivor group infants had higher birth weight in average than death group infants (2,787 g vs. 2,339 g, P = 0.000). Significant differences were found between survivor and death groups in the rates of intraventricular hemorrhage (IVH) (25.8% vs. 53.8%, P = 0.000), heart failure (22.6% vs. 48.9%, P = 0.000) and sepsis (3.2% vs. 16.5%, P = 0.008). Birth weight, IVH, heart failure and sepsis were identified as independent mortality risk factors by logistic regression analysis. A score model predicting death was developed according to the regression coefficients, with a sensitivity of 0.846, a specificity of 0.661, a positive predictive value of 0.88 and a negative predictive value of 0.594 at a cutoff of 9 points. The low risk group, with a score of 9 or less, had a lower mortality rate as compared with the high risk group (40.6% vs. 88%, P = 0.000).

CONCLUSIONS

Low birth weight, IVH, heart failure and sepsis were the risk factors for mortality of PH. Those infants with a predictive score of more than 9 were at high risk for death.

摘要

目的

建立肺出血(PH)新生儿死亡率的预测评分模型。

方法

回顾性分析244例新生儿PH的死亡危险因素,采用逻辑回归分析。根据危险因素的回归系数建立预测评分模型,并绘制受试者工作特征曲线(ROC)并确定截断值。

结果

PH的总体死亡率为74.59%(182/244)。死亡组中多胎妊娠患者多于存活组(20.1%对3.2%,P = 0.023)。存活组婴儿的平均出生体重高于死亡组婴儿(2787 g对2339 g,P = 0.000)。存活组和死亡组在脑室内出血(IVH)发生率(25.8%对53.8%,P = 0.000)、心力衰竭(22.6%对48.9%,P = 0.000)和败血症(3.2%对16.5%,P = 0.008)方面存在显著差异。经逻辑回归分析,出生体重、IVH、心力衰竭和败血症被确定为独立的死亡危险因素。根据回归系数建立了预测死亡的评分模型,截断值为9分时,灵敏度为0.846,特异度为0.661,阳性预测值为0.88,阴性预测值为0.594。评分9分及以下的低风险组死亡率低于高风险组(40.6%对88%,P = 0.000)。

结论

低出生体重、IVH、心力衰竭和败血症是PH死亡的危险因素。预测评分超过9分的婴儿死亡风险高。

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