自闭症风险基因在整个神经发育过程中的动态融合。

Meilin Fernandez Garcia, Kayla Retallick-Townsley, April Pruitt, Elizabeth Davidson, Novin Balafkan, Jonathan Warrell, Tzu-Chieh Huang, Alfred Kibowen, Zhiyuan Chu, Yi Dai, Sarah E Fitzpatrick, Ran Meng, Annabel Sen, Sophie Cohen, Olivia Livoti, Suha Khan, Charlotte Becker, Andre Luiz Teles E Silva, Jenny Liu, Grace Dossou, Jen Cheung, Susanna Liu, Sadaf Ghorbani, P J Michael Deans, Marisa DeCiucis, Prashant Emani, Huanyao Gao, Hongying Shen, Mark Gerstein, Zuoheng Wang, Laura M Huckins, Ellen J Hoffman, Kristen Brennand
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引用次数: 0

摘要

自闭症谱系障碍(ASD)风险由一百多个风险基因引起,但这些基因在多大程度上汇聚到共同的下游靶点以增加ASD风险尚不清楚。为了验证细胞背景会影响趋同性质的假设,我们在此采用一种集合 CRISPR 方法,在人类诱导多能干细胞(hiPSC)衍生的神经祖细胞、谷氨酸能神经元和 GABA 能神经元中靶向 29 个 ASD 功能缺失基因。两种不同的方法(基因水平和网络水平分析)表明,成熟的谷氨酸能神经元的趋同性最强。趋同效应是动态的,其强度、组成和生物学作用在不同细胞类型之间各不相同,随着所研究的 ASD 基因功能相似性的增加而增加,并受细胞类型特异性基因共表达模式的驱动。对 ASD 基因进行分层后,预测出的靶向药物能够逆转人类细胞中基因特异性趋同特征和斑马鱼的 ASD 相关行为。总之,ASD 风险基因下游的趋同网络代表了个体化治疗干预的新要点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic convergence of neurodevelopmental disorder risk genes across neurodevelopment.

Over three hundred and seventy-three risk genes, broadly enriched for roles in neuronal communication and gene expression regulation, underlie risk for autism spectrum disorder (ASD) and developmental delay (DD). Functional genomic studies of subsets of these genes consistently indicate a convergent role in neurogenesis, but how these diverse risk genes converge on a smaller number of biological pathways in mature neurons is unclear. To uncover shared downstream impacts between neurodevelopmental disorder (NDD) risk genes, here we apply a pooled CRISPR approach to contrast the transcriptomic impacts of targeting 29 NDD loss-of-function genes across human induced pluripotent stem cell (hiPSC)-derived neural progenitor cells, glutamatergic neurons, and GABAergic neurons. Points of convergence vary between the cell types of the brain and are greatest in mature glutamatergic neurons, where they broadly target not just synaptic and epigenetic, but unexpectedly, mitochondrial biology. The strongest convergent networks occur between NDD genes with common co-expression patterns in the post-mortem brain, biological annotations, and clinical associations, suggesting that convergence may one-day inform patient stratification and treatment. Towards this, ten out of eleven drugs tested that were predicted to reverse convergent signatures in human cells and/or arousal and sensory processing behaviors in zebrafish ameliorated at least one behavioral phenotype in vivo . Altogether, robust convergence in post-mitotic neurons represents a clinically actionable therapeutic window.

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