University of Manitoba, Canada.
J Am Acad Child Adolesc Psychiatry. 2011 Jul;50(7):687-696.e13. doi: 10.1016/j.jaac.2011.05.002.
To investigate the underlying phenotypic constructs in autism spectrum disorders (ASD) and to identify genetic loci that are linked to these empirically derived factors.
Exploratory factor analysis was applied to two datasets with 28 selected Autism Diagnostic Interview-Revised (ADI-R) algorithm items. The first dataset was from the Autism Genome Project (AGP) phase I (1,236 ASD subjects from 618 families); the second was from the AGP phase II (804 unrelated ASD subjects). Variables derived from the factor analysis were then used as quantitative traits in genome-wide variance components linkage analyses.
Six factors, namely, joint attention, social interaction and communication, nonverbal communication, repetitive sensory-motor behavior, peer interaction, and compulsion/restricted interests, were retained for both datasets. There was good agreement between the factor loading patterns from the two datasets. All factors showed familial aggregation. Suggestive evidence for linkage was obtained for the joint attention factor on 11q23. Genome-wide significant evidence for linkage was obtained for the repetitive sensory-motor behavior factor on 19q13.3.
This study demonstrates that the underlying phenotypic constructs based on the ADI-R algorithm items are replicable in independent datasets, and that the empirically derived factors are suitable and informative in genetic studies of ASD.
探究孤独症谱系障碍(ASD)的潜在表型结构,并确定与这些经验衍生因素相关的遗传位点。
采用探索性因子分析方法,对两个包含 28 项孤独症诊断访谈修订版(ADI-R)算法项目的数据集进行分析。第一个数据集来自孤独症基因组计划(AGP)第一阶段(来自 618 个家庭的 1236 名 ASD 患者);第二个数据集来自 AGP 第二阶段(804 名无关 ASD 患者)。然后,将因子分析得出的变量作为数量性状进行全基因组方差成分连锁分析。
对于两个数据集,都保留了六个因素,分别是:共同注意力、社会互动与沟通、非言语沟通、重复感觉运动行为、同伴互动和强迫/受限兴趣。两个数据集的因子负荷模式之间具有良好的一致性。所有因素均表现出家族聚集性。在 11q23 上发现了与共同注意力因子相关的连锁的初步证据,在 19q13.3 上发现了与重复感觉运动行为因子相关的全基因组显著连锁证据。
本研究表明,基于 ADI-R 算法项目的潜在表型结构在独立数据集上是可复制的,并且经验衍生因素适用于 ASD 的遗传研究,具有信息性。