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带有条形码的单克隆类胚体是解决嵌合类器官筛选中混杂瓶颈问题的一种潜在方法。

Barcoded monoclonal embryoids are a potential solution to confounding bottlenecks in mosaic organoid screens.

作者信息

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

机构信息

Department of Genome Sciences, University of Washington, Seattle, WA, USA.

Medical Scientist Training Program, University of Washington, Seattle, WA, USA.

出版信息

bioRxiv. 2025 May 24:2025.05.23.655669. doi: 10.1101/2025.05.23.655669.

Abstract

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 (. present in all somatic cells), yet give rise to phenotypes with incomplete penetrance and variable expressivity.

摘要

类器官中的基因筛选对于加速基因组学与发育生物学交叉领域的发现具有巨大潜力。胚状体(EBs)是自组织的多细胞结构,可概括早期哺乳动物胚胎发育的各个方面。我们着手在小鼠EBs中进行一项CRISPR筛选,干扰所有转录因子(TFs)。具体而言,使用靶向TF的向导RNA(gRNAs)文库来生成携带单个TF基因敲除的小鼠胚胎干细胞(mESCs)。诱导这些mESCs聚集体形成小鼠EBs,使得每个产生的EB在其组成细胞中所代表的TF扰动方面是“嵌合的”。对来自嵌合EBs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,表明这些TFs在谱系特化中发挥作用。然而,令我们惊讶的是,这些结果在生物学重复中不可重现。经过进一步研究,我们发现在EB分化过程中的细胞瓶颈会显著降低克隆复杂性,削弱统计能力并混淆对嵌合筛选的解释。为应对这一挑战,我们开发了一种可扩展的方案,其中每个单独的EB均单克隆源自单个mESC并进行基因条形码标记。在一个概念验证实验中,我们展示了这些单克隆EBs如何使我们能够更好地量化TF扰动的后果以及在具有相同基因扰动的EBs之间的“个体间”异质性。展望未来,单克隆EBs和源自EBs的类器官可能不仅是用于基因筛选的强大工具,而且还可用于模拟孟德尔疾病,因为它们潜在的遗传损伤绝大多数是构成性的(存在于所有体细胞中),但会导致具有不完全外显率和可变表达性的表型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc34/12139999/26254b1aa62d/nihpp-2025.05.23.655669v1-f0001.jpg

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