Tao Yu, Gao Hui, Ackerman Benjamin, Guo Wei, Saffen David, Shugart Yin Yao
Department of Cellular and Genetic Medicine, School of Basic Medical Sciences, Fudan University, 130Dong'an Road, Shanghai, 200032, China.
JohnsHopkins University, Baltimore, MD, USA.
BMC Genomics. 2016 Mar 1;17:163. doi: 10.1186/s12864-016-2475-y.
Restricted and Repetitive Behaviors (RRB), one of the core symptom categories for Autism Spectrum Disorders (ASD), comprises heterogeneous groups of behaviors. Previous research indicates that there are two or more factors (subcategories) within the RRB domain. In an effort to identify common variants associated with RRB, we have carried out a genome-wide association study (GWAS) using the Autism Genetic Resource Exchange (AGRE) dataset (n = 1,335, all ASD probands of European ancestry) for each identified RRB subcategory, while allowing for comparisons of associated single nucleotide polymorphisms (SNPs) with associated SNPs in the same set of probands analyzed using all the RRB subcategories as phenotypes in a multivariate linear mixed model. The top ranked SNPs were then explored in an independent dataset.
Using principal component analysis of item scores obtained from Autism Diagnostic Interview-Revised (ADI-R), two distinct subcategories within Restricted and Repetitive Behaviors were identified: Repetitive Sensory Motor (RSM) and Insistence on Sameness (IS). Quantitative RSM and IS scores were subsequently used as phenotypes in a GWAS using the AGRE ASD cohort. Although no associated SNPs with genome-wide significance (P < 5.0E-08) were detected when RSM or IS were analyzed independently, three SNPs approached genome-wide significance when RSM and IS were considered together using multivariate association analysis. These included the top IS-associated SNP, rs62503729 (P-value = 6.48E-08), which is located within chromosome 8p21.2-8p21.1, a locus previously linked to schizophrenia. Notably, all of the most significantly associated SNPs are located in close proximity to STMN4 and PTK2B, genes previously shown to function in neuron development. In addition, several of the top-ranked SNPs showed correlations with STMN4 mRNA expression in adult CEU (Caucasian and European descent) human prefrontal cortex. However, the association signals within chromosome 8p21.2-8p21.1 failed to replicate in an independent sample of 2,588 ASD probands; the insufficient sample size and between-study heterogeneity are possible explanations for the non-replication.
Our analysis indicates that RRB in ASD can be represented by two distinct subcategories: RSM and IS. Subsequent univariate and multivariate genome-wide association studies of these RRB subcategories enabled the detection of associated SNPs at 8p21.2-8p21.1. Although these results did not replicate in an independent ASD dataset, genomic features of this region and pathway analysis suggest that common variants in 8p21.2-8p21.1 may contribute to RRB, particularly IS. Together, these observations warrant future studies to elucidate the possible contributions of common variants in 8p21.2-8p21.1 to the etiology of RSM and IS in ASD.
受限及重复行为(RRB)是孤独症谱系障碍(ASD)的核心症状类别之一,包含多种不同类型的行为。先前的研究表明,RRB领域内存在两个或更多因素(子类别)。为了确定与RRB相关的常见变异,我们使用孤独症遗传资源交换(AGRE)数据集(n = 1335,所有欧洲血统的ASD先证者)对每个已识别的RRB子类别进行了全基因组关联研究(GWAS),同时允许在多变量线性混合模型中,将相关单核苷酸多态性(SNP)与在同一组先证者中使用所有RRB子类别作为表型分析得到的相关SNP进行比较。然后在一个独立数据集中探索排名靠前的SNP。
通过对孤独症诊断访谈修订版(ADI - R)获得的项目得分进行主成分分析,在受限及重复行为中识别出两个不同的子类别:重复感觉运动(RSM)和坚持同一性(IS)。随后,定量的RSM和IS得分被用作AGRE ASD队列GWAS中的表型。虽然在独立分析RSM或IS时未检测到具有全基因组显著性(P < 5.0E - 08)的相关SNP,但在使用多变量关联分析同时考虑RSM和IS时,有三个SNP接近全基因组显著性。其中包括与IS关联最强的SNP,rs62503729(P值 = 6.48E - 08),它位于8号染色体p21.2 - 8p21.1区域内,该位点先前与精神分裂症有关。值得注意的是,所有最显著相关的SNP都位于与STMN4和PTK2B紧密相邻的位置,先前研究表明这两个基因在神经元发育中发挥作用。此外,几个排名靠前的SNP与成年CEU(白种人和欧洲血统)人前额叶皮质中的STMN4 mRNA表达相关。然而,8号染色体p21.2 - 8p21.1区域内的关联信号未能在2588名ASD先证者的独立样本中重复出现;样本量不足和研究间的异质性可能是未重复出现的原因。
我们的分析表明,ASD中的RRB可由两个不同的子类别表示:RSM和IS。随后对这些RRB子类别进行的单变量和多变量全基因组关联研究,在8p21.2 - 8p21.1区域检测到了相关SNP。尽管这些结果在独立ASD数据集中未重复出现,但该区域的基因组特征和通路分析表明,8p21.2 - 8p21.1区域的常见变异可能对RRB,特别是IS有贡献。总之,这些观察结果值得未来开展研究,以阐明8p21.2 - 8p21.1区域的常见变异对ASD中RSM和IS病因的可能贡献。