Department of Psychiatry, University of Miami, Miami, FL, 33137, USA.
Center for Genome Research, Department of Life Sciences, University of Modena and Reggio Emilia, 41121, Modena, Italy.
Mol Neurobiol. 2020 May;57(5):2279-2289. doi: 10.1007/s12035-020-01879-5. Epub 2020 Feb 1.
Despite its heterogeneity, autism is characterized by a defined behavioral phenotype, suggesting that the molecular pathology affects specific neural substrates to cause behavioral dysfunction. Previous studies identified genes dysregulated in autism cortex but did not address their cell-type specificity. Moreover, it is unknown whether there is a core of genes dysregulated across multiple neocortical regions. We applied RNA sequencing to postmortem brain tissue samples from autism patients and neurologically normal controls and combined our data with previously published datasets. We then identified genes, pathways, and alternative splicing events which are dysregulated in five neocortical regions in autism. To gain information about cell-type specificity of the dysregulated genes, we analyzed single-nuclei RNA sequencing data of adult human cortex and intersected cell-type-specific gene signatures with genes dysregulated in autism in specific cortical regions. We found that autism-associated gene expression changes across 4 frontal and temporal cortex regions converge on 27 genes related to immune response and enriched in human astrocytes, microglia, and brain endothelium. Shared splicing changes, however, are found in genes predominantly associated with synaptic function and adult interneurons and projection neurons. Finally, we demonstrate that regions of DNA differentially methylated in autism overlap genes associated with development and enriched in human cortical oligodendrocytes. Our study identifies signatures of autism molecular pathology shared across neocortical regions, as well as neural cell types enriched for common dysregulated genes, thus paving way for assessing cell-type-specific mechanisms of autism pathology.
尽管自闭症具有异质性,但它具有明确的行为表型特征,这表明分子病理学影响特定的神经基质,导致行为功能障碍。先前的研究确定了自闭症皮层中失调的基因,但没有解决它们的细胞类型特异性。此外,尚不清楚是否存在跨多个新皮层区域失调的核心基因。我们应用 RNA 测序技术对自闭症患者和神经正常对照的尸检脑组织样本进行了研究,并将我们的数据与以前发表的数据集进行了组合。然后,我们确定了在自闭症中五个新皮层区域失调的基因、途径和选择性剪接事件。为了获得失调基因的细胞类型特异性信息,我们分析了成人大脑皮层的单细胞 RNA 测序数据,并将特定皮层区域自闭症中失调的基因与细胞类型特异性基因特征进行了交叉分析。我们发现,4 个额颞叶皮层区域的自闭症相关基因表达变化集中在 27 个与免疫反应相关的基因上,这些基因在人类星形胶质细胞、小胶质细胞和脑内皮细胞中丰富。然而,共享的剪接变化发生在与突触功能和成人中间神经元和投射神经元主要相关的基因中。最后,我们证明了自闭症中 DNA 差异甲基化的区域与与发育相关的基因重叠,并在人类皮质少突胶质细胞中丰富。我们的研究确定了自闭症分子病理学在新皮层区域以及富含共同失调基因的神经细胞类型中共享的特征,从而为评估自闭症病理学的细胞类型特异性机制铺平了道路。