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一种用于预测 13 三体和 18 三体患者生存至 6 个月的验证模型。

A validated model for prediction of survival to 6 months in patients with trisomy 13 and 18.

机构信息

Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut, USA.

Department of Pediatrics, Stanford University School of Medicine, Palo Alto, California, USA.

出版信息

Am J Med Genet A. 2021 Mar;185(3):806-813. doi: 10.1002/ajmg.a.62044. Epub 2021 Jan 6.

Abstract

Congenital heart disease is exceedingly prevalent in trisomy 13 and 18. Improved survival following congenital heart surgery has been reported, however, mortality remains significantly elevated. Utilizing inpatient data on trisomy 13 and 18 from the 2003-2016 Pediatric Health Information System database, a survival model was developed and validated using data from the California Perinatal Quality Care Collaborative and the California Office of Statewide Health Planning and Development. The study cohort included 1,761 infants with trisomy 13 and 18. Two models predicting survival to 6 months of age were developed and tested. The initial model performed excellently, with a c-statistic of 0.87 and a c-statistic of 0.76 in the validation cohort. After excluding procedures performed on the day of death, the revised model's c-statistic was 0.76. Certain variables, including cardiac surgery, gastrostomy, parenteral nutrition, and mechanical ventilation, are predictive of survival to 6 months of age. This study presents a model, which potentially can inform decision-making regarding congenital heart surgery.

摘要

先天性心脏病在三体 13 和 18 中非常普遍。据报道,先天性心脏病手术后的存活率有所提高,但死亡率仍然显著升高。本研究利用 2003-2016 年儿科健康信息系统数据库中三体 13 和 18 的住院数据,结合加利福尼亚围产期质量保健合作组织和加利福尼亚州全州卫生规划和发展办公室的数据,开发并验证了一个生存模型。研究队列包括 1761 名三体 13 和 18 的婴儿。建立并测试了两个预测 6 个月生存率的模型。初始模型表现出色,在验证队列中的 C 统计量为 0.76。排除死亡当天进行的手术程序后,修订后的模型 C 统计量为 0.76。某些变量,包括心脏手术、胃造口术、肠外营养和机械通气,可预测 6 个月的生存率。本研究提出了一种模型,该模型可能有助于决策是否进行先天性心脏病手术。

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