Keshen T H, Gursoy M, Shew S B, Smith E O, Miller R G, Wearden M E, Moise A A, Jaksic T
Cora and Webb Mading Department of Surgery, Baylor College of Medicine, Houston, TX, USA.
J Pediatr Surg. 1997 Jun;32(6):818-22. doi: 10.1016/s0022-3468(97)90627-8.
The overall survival of neonates with congenital diaphragmatic hernia (CDH) remains poor despite the advent of extracorporeal membrane oxygenation (ECMO). Attempts at accurately predicting survival have been largely unsuccessful. The purpose of this study was twofold: (1) to identify independent predictors of survival from a cohort of CDH neonates treated at the authors' institution when ECMO was not available and combine them to form a predictive equation, and (2) to apply the equation prospectively in a cohort of CDH neonates, treated at the same institution when ECMO was available, to determine whether ECMO improves outcome. From the clinical data of 62 CDH neonates treated at the authors' center by the same team of university neonatologists and pediatric surgeons between 1983 and 1993 (before ECMO availability), 15 preoperative and seven operative variables were selected as potential independent predictors. When subjected to multivariate, stepwise logistic regression analysis, four variables were identified as statistically significant (P < .05), independent predictors of survival: (1) ventilatory index (VI), (2) best preoperative PaCO2, (3) birth weight (BW), and (4) Apgar score at 5 minutes. When combined via logistic regression analysis, the following predictive equation was formulated: P (probability of survival to discharge) = [1 + e(x)]-1 where x = 4.9 - 0.68 (Apgar) - 0.0032 (BW) + 0.0063 (VI) + 0.063 (PaCO2). Applying a standard cut-off rate of survival at less than 20%, the equation yielded a sensitivity of 94% and a specificity of 82% in identifying the correct outcome of patients treated with conventional ventilatory management. The overall survival rate was 66%. Since the availability of ECMO at the center, 32 CDH neonates were treated using the same conventional ventilatory treatment and surgical repair by the same university staff. The overall survival rate was 69%. The predictive equation was applied prospectively to all neonates to determine predicted outcome, but was not used to decide the treatment method. Eighteen neonates received conventional therapy alone; 16 of 18 survived (89%). Fifteen of the 16 patients who survived had their outcomes predicted correctly (94%). Fourteen neonates did not respond to conventional therapy and required ECMO; 6 of 14 survived (43%). Six of the eight patients predicted to survive, lived (75%). All six patients predicted to die, died despite the addition of ECMO therapy (100%). The mean hospital cost, per ECMO patient who died, was $277,264.75 +/- $59,500.71 (SE). An odds ratio analysis, using the four independent predictors to standardize for degree of illness, was performed to assess the risk associated with adding ECMO therapy. The result was 1.25 (P = 0.75). Although the cohort was not large enough to eliminate significant beta error, the data strongly suggested no advantage of ECMO. At this center, absolute survival rates for neonates with CDH have not been significantly altered since ECMO has become available (66% v 69%). The authors conclude that the predictive equation remains an accurate measurement of survival at their center even when ECMO is used as a salvage therapy. The method of creating a predictive equation may be applied at any institution to determine the potential outcome of CDH neonates and assess the effect of ECMO, or other salvage therapies, on survival rates.
尽管体外膜肺氧合(ECMO)已经问世,但先天性膈疝(CDH)新生儿的总体生存率仍然很低。准确预测生存率的尝试大多没有成功。本研究的目的有两个:(1)从作者所在机构在没有ECMO时治疗的一组CDH新生儿中确定生存的独立预测因素,并将它们组合形成一个预测方程;(2)将该方程前瞻性地应用于作者所在机构在有ECMO时治疗的一组CDH新生儿,以确定ECMO是否能改善预后。从1983年至1993年(在ECMO可用之前)由同一组大学新生儿科医生和小儿外科医生在作者中心治疗的62例CDH新生儿的临床数据中,选择了15个术前变量和7个手术变量作为潜在的独立预测因素。当进行多变量逐步逻辑回归分析时,确定了4个具有统计学意义(P<0.05)的生存独立预测因素:(1)通气指数(VI),(2)术前最佳动脉血二氧化碳分压(PaCO2),(3)出生体重(BW),以及(4)5分钟时的阿氏评分。通过逻辑回归分析将这些因素组合后,得出以下预测方程:P(出院生存率)=[1 + e(x)]-1,其中x = 4.9 - 0.68(阿氏评分)- 0.0032(出生体重)+ 0.0063(通气指数)+ 0.063(动脉血二氧化碳分压)。应用小于20%的标准生存截止率,该方程在识别接受传统通气管理患者的正确预后方面,敏感性为94%,特异性为82%。总体生存率为66%。自从该中心有了ECMO后,32例CDH新生儿由同一组大学工作人员采用相同的传统通气治疗和手术修复方法进行治疗。总体生存率为69%。将预测方程前瞻性地应用于所有新生儿以确定预测的预后,但未用于决定治疗方法。18例新生儿仅接受传统治疗;其中16例存活(89%)。存活的16例患者中有15例的预后被正确预测(94%)。14例新生儿对传统治疗无反应,需要ECMO治疗;其中6例存活(43%)。预测会存活的8例患者中有6例存活(75%)。所有6例预测会死亡的患者,尽管接受了ECMO治疗仍死亡(100%)。每例死亡的接受ECMO治疗患者的平均住院费用为277,264.75美元±59,500.71美元(标准误)。进行了比值比分析,使用这4个独立预测因素对疾病严重程度进行标准化,以评估增加ECMO治疗相关的风险。结果为1.25(P = 0.75)。尽管该队列规模不足以消除显著的Ⅱ类错误,但数据强烈表明ECMO没有优势。在这个中心,自从有了ECMO后,CDH新生儿的绝对生存率没有显著改变(66%对69%)。作者得出结论,即使将ECMO用作挽救治疗,预测方程在他们中心仍然是生存的准确衡量指标。创建预测方程的方法可以应用于任何机构,以确定CDH新生儿的潜在预后,并评估ECMO或其他挽救治疗对生存率的影响。