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围产因素对极早产儿死亡率的影响——一项全国性、基于人群的判别分析。

Perinatal risk factors for mortality in very preterm infants-A nationwide, population-based discriminant analysis.

机构信息

Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden.

Department of Neonatal Medicine, Karolinska University Hospital, Stockholm, Sweden.

出版信息

Acta Paediatr. 2022 Aug;111(8):1526-1535. doi: 10.1111/apa.16356. Epub 2022 Apr 14.

Abstract

AIM

To assess the strength of associations between interrelated perinatal risk factors and mortality in very preterm infants.

METHODS

Information on all live-born infants delivered in Sweden at 22-31 weeks of gestational age (GA) from 2011 to 2019 was gathered from the Swedish Neonatal Quality Register, excluding infants with major malformations or not resuscitated because of anticipated poor prognosis. Twenty-seven perinatal risk factors available at birth were exposures and in-hospital mortality outcome. Orthogonal partial least squares discriminant analysis was applied to assess proximity between individual risk factors and mortality, and receiver operating characteristic (ROC) curves were used to estimate discriminant ability.

RESULTS

In total, 638 of 8,396 (7.6%) infants died. Thirteen risk factors discriminated reduced mortality; the most important were higher Apgar scores at 5 and 10 min, GA and birthweight. Restricting the analysis to preterm infants <28 weeks' GA (n = 2939, 16.9% mortality) added antenatal corticosteroid therapy as significantly associated with lower mortality. The area under the ROC curve (the C-statistic) using all risk factors was 0.86, as determined after both internal and external validation.

CONCLUSION

Apgar scores, gestational age and birthweight show stronger associations with mortality in very preterm infants than several other perinatal risk factors available at birth.

摘要

目的

评估相关围产期风险因素与极早产儿死亡率之间的关联强度。

方法

从瑞典新生儿质量登记处收集了 2011 年至 2019 年在瑞典出生的 22-31 孕周(GA)所有活产婴儿的信息,排除了存在重大畸形或因预期预后不良而未复苏的婴儿。27 种出生时可用的围产期风险因素作为暴露因素和院内死亡结局。应用正交偏最小二乘判别分析评估个体风险因素与死亡率之间的接近程度,并使用接收者操作特征(ROC)曲线评估判别能力。

结果

共 8396 例婴儿中有 638 例(7.6%)死亡。13 种风险因素可区分降低的死亡率;最重要的是 5 分钟和 10 分钟时较高的阿普加评分、GA 和出生体重。将分析限制在<28 周 GA 的早产儿(n=2939,死亡率为 16.9%)中,发现产前皮质激素治疗与较低的死亡率显著相关。使用所有风险因素的 ROC 曲线下面积(C 统计量)在内部和外部验证后分别为 0.86。

结论

阿普加评分、GA 和出生体重与极早产儿死亡率的关联强度强于出生时其他几种围产期风险因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e74c/9546293/f7338c28b01f/APA-111-1526-g002.jpg

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