Department of Psychology, University of Cyprus, Nicosia, Cyprus.
Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK.
Nat Neurosci. 2018 Dec;21(12):1680-1688. doi: 10.1038/s41593-018-0281-3. Epub 2018 Nov 26.
Heterogeneity in early language development in autism spectrum disorder (ASD) is clinically important and may reflect neurobiologically distinct subtypes. Here, we identified a large-scale association between multiple coordinated blood leukocyte gene coexpression modules and the multivariate functional neuroimaging (fMRI) response to speech. Gene coexpression modules associated with the multivariate fMRI response to speech were different for all pairwise comparisons between typically developing toddlers and toddlers with ASD and poor versus good early language outcome. Associated coexpression modules were enriched in genes that are broadly expressed in the brain and many other tissues. These coexpression modules were also enriched in ASD-associated, prenatal, human-specific, and language-relevant genes. This work highlights distinctive neurobiology in ASD subtypes with different early language outcomes that is present well before such outcomes are known. Associations between neuroimaging measures and gene expression levels in blood leukocytes may offer a unique in vivo window into identifying brain-relevant molecular mechanisms in ASD.
自闭症谱系障碍(ASD)中早期语言发育的异质性在临床上很重要,可能反映了神经生物学上不同的亚型。在这里,我们发现了多个协调的血液白细胞基因共表达模块与言语的多变量功能磁共振成像(fMRI)反应之间的大规模关联。对于所有典型发育的幼儿与 ASD 幼儿之间的两两比较,以及语言早期预后不良与良好的幼儿之间,与言语的多变量 fMRI 反应相关的基因共表达模块均存在差异。与言语的多变量 fMRI 反应相关的共表达模块富含在大脑和许多其他组织中广泛表达的基因。这些共表达模块还富含与 ASD 相关、与产前相关、与人类特异性相关和与语言相关的基因。这项工作突出了具有不同早期语言结果的 ASD 亚型的独特神经生物学,而这些结果在早期就已经存在。神经影像学测量与血液白细胞中基因表达水平之间的关联可能为在 ASD 中识别与大脑相关的分子机制提供了独特的体内窗口。