Furlong Melissa, Herring Amy H, Goldman Barbara D, Daniels Julie L, Wolff Mary S, Engel Lawrence S, Engel Stephanie M
Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Department of Community, Environment, and Policy, University of Arizona, Tucson, AZ, USA.
Child Psychiatry Hum Dev. 2018 Aug;49(4):534-550. doi: 10.1007/s10578-017-0773-5.
Neurodevelopmental outcomes including behavior, executive functioning, and IQ exhibit complex correlational structures, although they are often treated as independent in etiologic studies. We performed a principal components analysis of the behavioral assessment system for children, the behavior rating inventory of executive functioning, and the Wechsler scales of intelligence in a prospective birth cohort, and estimated associations with early life characteristics. We identified seven factors: (1) impulsivity and externalizing, (2) executive functioning, (3) internalizing, (4) perceptual reasoning, (5) adaptability, (6) processing speed, and (7) verbal intelligence. Prenatal fish consumption, maternal education, preterm birth, and the home environment were important predictors of various neurodevelopmental factors. Although maternal smoking was associated with more adverse externalizing, executive functioning, and adaptive composite scores in our sample, of the orthogonally-rotated factors, smoking was only associated with the impulsivity and externalizing factor ([Formula: see text] - 0.82, 95% CI - 1.42, - 0.23). These differences may be due to correlations among outcomes that were accounted for by using a phenotypic approach. Dimension reduction may improve upon traditional approaches by accounting for correlations among neurodevelopmental traits.
神经发育结果,包括行为、执行功能和智商,呈现出复杂的相关结构,尽管在病因学研究中它们常常被视为相互独立的。我们对一个前瞻性出生队列中的儿童行为评估系统、执行功能行为评定量表和韦氏智力量表进行了主成分分析,并估计了与早期生活特征的关联。我们确定了七个因素:(1)冲动性和外化行为,(2)执行功能,(3)内化行为,(4)知觉推理,(5)适应性,(6)处理速度,以及(7)言语智力。产前鱼类消费、母亲教育程度、早产和家庭环境是各种神经发育因素的重要预测指标。虽然在我们的样本中,母亲吸烟与更不利的外化行为、执行功能和适应性综合得分相关,但在正交旋转因素中,吸烟仅与冲动性和外化行为因素相关([公式:见原文] -0.82,95%置信区间 -1.42,-0.23)。这些差异可能是由于使用表型方法考虑了结果之间的相关性。降维可能通过考虑神经发育特征之间的相关性来改进传统方法。