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Massively parallel cis-regulatory analysis in the mammalian central nervous system

机译:哺乳动物中枢神经系统中大规模平行顺式调控分析

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Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells, and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery to target organs in vivo. As a proof of concept, we introduce a capture library of about 46,000 constructs, corresponding to roughly 3500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as nonhuman primates and human stem cell-derived organoids.
机译:顺式调节元件(CRE,例如启动子和增强子)调节基因表达,并且CRE内的变体可以调节疾病风险。下一代测序使能够快速生成可预测CRE位置的基因组数据,但瓶颈在于功能上解释这些数据。为了解决这个问题,出现了大规模平行的报告基因检测(MPRA),其中将条形码的报告基因文库引入细胞中,并通过下一代测序对所得的条形码的转录本进行定量。迄今为止,MPRA在很大程度上仅限于在有限的培养细胞类型库中检测短CRE。在这里,我们提出了两项​​进展,扩展了MPRA的生物学相关性和适用性。首先,我们采用外显子组捕获技术代替捕获候选CRE,从而在目标区域内平铺并显着增加了易于检测的CRE长度。其次,我们将文库打包成腺相关病毒(AAV),从而允许在体内递送至靶器官。作为概念的证明,我们通过离体质粒电穿孔将约46,000个构建体(对应于大约3500个DNase I超敏性(DHS)位点)的捕获文库引入小鼠视网膜,并通过体内AAV注射引入小鼠大脑皮质。我们证明了DHS的组织特异性顺式调节活性,并提供了CRE的多重解析的高分辨率截断突变分析的示例。我们的方法应该能够对可以被AAV感染的任何器官或物种(例如非人类灵长类动物和人类干细胞衍生的类器官)中的广泛CRE进行大规模并行功能分析。

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