Wallin L A, Rosenfeld C R, Laptook A R, Maravilla A M, Strand C, Campbell N, Dowling S, Lasky R E
Department of Pediatrics, University of Texas Southwestern Medical Center, Dallas 75235.
Early Hum Dev. 1990 Aug;23(2):129-37. doi: 10.1016/0378-3782(90)90136-7.
The ability to predict the occurrence of neonatal periventricular-intraventricular hemorrhage (PVH-IVH) would be useful in the design of clinical trials to prevent its occurrence. Therefore, data were collected from 463 consecutive infants less than or equal to 1500 g birth weight delivered between March 1, 1982 and February 28, 1985. This large population made it feasible to divide the infants into two groups, using one group to develop a model predictive of ICH and the second group to test the validity of the model. Infants were randomly grouped by sex, race, gestational age, birth weight, month of birth, mortality, and incidence and grade of worst PVH-IVH. In Group A (n = 232), respiratory distress syndrome, ventilator therapy, PaCO2 greater than or equal to 60 mmHg, PO2 less than or equal to 40 mmHg greater than or equal to 2 h, lower 1- and 5-min Apgar scores, lower pediatric estimation of gestational age, and pneumothorax were significantly associated with PVH-IVH by univariant analyses (chi 2, P less than 0.03). Multivariant discriminant analysis performed on Group A revealed that pneumothorax, cesarean section, PaCO2, and ventilator therapy were most predictive of PVH-IVH, but sensitivity was 55% and specificity 78%. Applying the model to Group B, sensitivity decreased to 21% while specificity rose to 93%. Logistic regression, which takes into account non-normally distributed variables, did not improve predictability.(ABSTRACT TRUNCATED AT 250 WORDS)
预测新生儿脑室周围-脑室内出血(PVH-IVH)的发生情况,对于设计预防其发生的临床试验具有重要意义。因此,我们收集了1982年3月1日至1985年2月28日期间出生体重小于或等于1500g的463例连续婴儿的数据。如此庞大的样本量使得将婴儿分为两组成为可能,一组用于建立预测颅内出血(ICH)的模型,另一组用于检验该模型的有效性。婴儿按照性别、种族、胎龄、出生体重、出生月份、死亡率以及最严重PVH-IVH的发生率和分级进行随机分组。在A组(n = 232)中,单因素分析显示,呼吸窘迫综合征、机械通气治疗、动脉血二氧化碳分压(PaCO2)≥60mmHg、动脉血氧分压(PO2)≤40mmHg且持续≥2小时、1分钟和5分钟阿氏评分较低、儿科估计胎龄较低以及气胸与PVH-IVH显著相关(卡方检验,P < 0.03)。对A组进行多因素判别分析发现,气胸、剖宫产、PaCO2和机械通气治疗对PVH-IVH的预测性最强,但敏感性为55%,特异性为78%。将该模型应用于B组时,敏感性降至21%,而特异性升至93%。考虑到非正态分布变量的逻辑回归分析并未提高预测能力。(摘要截选至250字)