条形码单克隆胚胎是解决镶嵌类器官筛选混杂瓶颈的潜在解决方案。

Samuel G Regalado, Chengxiang Qiu, Jean-Benoît Lalanne, Beth K Martin, Madeleine Duran, Cole Trapnell, Aidan Keith, Silvia Domcke, Jay Shendure
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引用次数: 0

摘要

类器官的基因筛选对于加速基因组学和发育生物学交叉领域的发现有着巨大的希望。胚状体(EBs)是自组织的多细胞结构,概括了早期哺乳动物胚胎发生的各个方面。我们着手进行一项干扰小鼠EBs中所有转录因子(tf)的CRISPR筛选。具体来说,一个TF靶向引导rna (gRNAs)文库被用来生成携带单个TF敲除的小鼠胚胎干细胞(mESCs)。这些mESCs的聚集体被诱导形成小鼠EB,这样每个EB就其组成细胞中所代表的TF扰动而言是“镶嵌”的。在对镶嵌EBs衍生的细胞进行单细胞rna测序(scRNA-seq)后,我们发现许多TF扰动对单个细胞采用某些命运的可能性表现出巨大且看似显著的影响,这表明这些TF在谱系特异性中的作用。然而,令我们惊讶的是,这些结果在生物重复中是不可重复的。在进一步的研究中,我们发现EB分化过程中的细胞瓶颈显著降低了克隆复杂性,限制了统计能力,并混淆了马赛克屏幕的解释。为了解决这一挑战,我们开发了一种可扩展的方案,其中每个EB单克隆来源于单个mESC并进行遗传条形码。在一项概念验证实验中,我们展示了这些单克隆EBs如何使我们能够更好地量化TF扰动的后果,以及具有相同遗传扰动的EBs的“个体间”异质性。展望未来,单克隆EBs和eb衍生的类器官可能不仅是基因筛选的有力工具,而且也是孟德尔疾病建模的有力工具,因为它们潜在的遗传病变绝大多数是构成的(即存在于所有体细胞中),但会产生不完全外显率和可变表达的表型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Barcoded monoclonal embryoids are a potential solution to confounding bottlenecks in mosaic organoid screens.

Genetic screens in organoids hold tremendous promise for accelerating discoveries at the intersection of genomics and developmental biology. Embryoid bodies (EBs) are self-organizing multicellular structures that recapitulate aspects of early mammalian embryogenesis. We set out to perform a CRISPR screen perturbing all transcription factors (TFs) in murine EBs. Specifically, a library of TF-targeting guide RNAs (gRNAs) was used to generate mouse embryonic stem cells (mESCs) bearing single TF knockouts. Aggregates of these mESCs were induced to form mouse EBs, such that each resulting EB was 'mosaic' with respect to the TF perturbations represented among its constituent cells. Upon performing single cell RNA-seq (scRNA-seq) on cells derived from mosaic EBs, we found many TF perturbations exhibiting large and seemingly significant effects on the likelihood that individual cells would adopt certain fates, suggesting roles for these TFs in lineage specification. However, to our surprise, these results were not reproducible across biological replicates. Upon further investigation, we discovered cellular bottlenecks during EB differentiation that dramatically reduce clonal complexity, curtailing statistical power and confounding interpretation of mosaic screens. Towards addressing this challenge, we developed a scalable protocol in which each individual EB is monoclonally derived from a single mESC and genetically barcoded. In a proof-of-concept experiment, we show how these monoclonal EBs enable us to better quantify the consequences of TF perturbations as well as 'inter-individual' heterogeneity across EBs harboring the same genetic perturbation. Looking forward, monoclonal EBs and EB-derived organoids may be powerful tools not only for genetic screens, but also for modeling Mendelian disorders, as their underlying genetic lesions are overwhelmingly constitutional ( i.e. present in all somatic cells), yet give rise to phenotypes with incomplete penetrance and variable expressivity.

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