Odd David, Heep Axel, Luyt Karen, Draycott Tim
Neonatal Unit, North Bristol NHS Trust, Bristol, UK.
University of Bristol, Bristol, UK.
J Neonatal Perinatal Med. 2017;10(4):347-353. doi: 10.3233/NPM-16152.
Mothers are increasingly given greater control over many of the choices around birth, although there is little robust evidence to inform these choices. After an infant is born with HIE the question of whether it was predictable, or preventable, is often raised. Intrapartum 'sentinel' events and antenatal predictors of HIE have been well described, however there is little evidence how antenatal and intrapartum factors interact. This is particularly important when elective delivery by lower segment caesarean section (LSCS) has been shown to be beneficial in high risk groups.
To develop a clinical risk score to identify women with a higher risk of having an infant with HIE.
This study is based on the Avon Longitudinal Study of Parents and Children (ALSPAC). This dataset was split into two halves: with each infant being randomly allocated to either cohort one or two. The first cohort was used for the derivation of the model, while it was tested exclusively on the second. Logistic regression modelling was then performed to develop a predictive model. The final model was used to predict the outcome of infants in the second cohort and infants divided into four risk quartiles. To give some indication of possible avoidable disease, the proportion of infants with HIE, potentially avoided by earlier delivery, was estimated by assuming that medicalized delivery by elective LSCS at 37 weeks would remove intrapartum risk of HIE for those infants undelivered at this point.
In the final model seven covariates remained (parity, preeclampsia, polyhydramnios, prelabor rupture of membranes, gender, concerns over fetal growth and prematurity). When applied to the second cohort, a ROC curve for the prediction of developing HIE in the newborn period showed good evidence for association (AUC 0.68 (0.60 to 0.77)) and the risk score derived was strongly associated with the risk of HIE, resuscitation and stillbirth, and neonatal death (all p < 0.05). Elective delivery of high risk infants at 37 weeks gestation could prevent 14% of all HIE, with a NNT of 41.
It is possible to combine routine antenatal findings to identify infants at higher risk of neonatal HIE, thereby recognizing those infants who may benefit most from delivery by elective caesarean section. This work suggests a clinical risk score permits antenatal identification of high-risk infants whose outcome may be amenable to changes in clinical practice to potentially reduce HIE rates, and its devastating consequences.
母亲在分娩相关的许多选择上被赋予了越来越多的控制权,尽管几乎没有确凿的证据来指导这些选择。婴儿出生患有缺氧缺血性脑病(HIE)后,其是否可预测或可预防的问题常常被提出。产时“哨兵”事件和HIE的产前预测因素已有充分描述,然而,几乎没有证据表明产前和产时因素是如何相互作用的。当选择性下段剖宫产(LSCS)已被证明对高危人群有益时,这一点尤为重要。
制定一个临床风险评分,以识别生出患有HIE婴儿风险较高的女性。
本研究基于埃文父母与儿童纵向研究(ALSPAC)。该数据集被分成两半:每个婴儿被随机分配到队列一或队列二。第一个队列用于模型推导,而仅在第二个队列上进行测试。然后进行逻辑回归建模以开发预测模型。最终模型用于预测第二个队列中婴儿的结局,并将婴儿分为四个风险四分位数。为了给出一些可能可避免疾病的指示,通过假设在37周时选择性LSCS的医学化分娩将消除此时未分娩婴儿的产时HIE风险,来估计因提前分娩可能避免的患有HIE婴儿的比例。
在最终模型中保留了七个协变量(产次、先兆子痫、羊水过多、胎膜早破、性别、对胎儿生长和早产的担忧)。当应用于第二个队列时,预测新生儿期发生HIE的受试者工作特征曲线显示出良好的关联证据(曲线下面积[AUC]为0.68[0.60至0.77]),并且得出的风险评分与HIE、复苏、死产和新生儿死亡的风险密切相关(所有p<0.05)。在妊娠37周时选择性分娩高危婴儿可预防所有HIE的14%,需治疗人数(NNT)为41。
有可能结合常规产前检查结果来识别新生儿HIE风险较高的婴儿,从而识别出那些可能从选择性剖宫产中获益最大的婴儿。这项工作表明,临床风险评分允许在产前识别高危婴儿,其结局可能因临床实践的改变而得到改善,从而有可能降低HIE发生率及其严重后果。