Utilizing a dual endogenous reporter system to identify functional regulators of aberrant stem cell and differentiation activity in colorectal cancer.

IF 0.6 4区 数学 Q4 AUTOMATION & CONTROL SYSTEMS Journal of Dynamical and Control Systems Pub Date : 2024-01-17 DOI:10.1101/2023.06.21.545895
Sandor Spisak, David Chen, Pornlada Likasitwatanakul, Paul Doan, Zhixin Li, Pratyusha Bala, Laura Vizkeleti, Viktoria Tisza, Pushpamail De Silva, Marios Giannakis, Brian Wolpin, Jun Qi, Nilay S Sethi
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Abstract

Aberrant stem cell-like activity and impaired differentiation are central to the development of colorectal cancer (CRC). To identify functional mediators that regulate these key cellular programs in CRC, we developed an endogenous reporter system by genome-editing human CRC cell lines with knock-in fluorescent reporters at the SOX9 and KRT20 locus to report aberrant stem cell-like activity and differentiation, respectively, and then performed pooled genetic perturbation screens. Constructing a dual reporter system that simultaneously monitored aberrant stem cell-like and differentiation activity in the same CRC cell line improved our signal to noise discrimination. Using a focused-library CRISPR screen targeting 78 epigenetic regulators with 542 sgRNAs, we identified factors that contribute to stem cell-like activity and differentiation in CRC. Perturbation single cell RNA sequencing (Perturb-seq) of validated hits nominated SMARCB1 of the BAF complex (also known as SWI/SNF) as a negative regulator of differentiation across an array of neoplastic colon models. SMARCB1 is a dependency in CRC and required for in vivo growth of human CRC models. These studies highlight the utility of a biologically designed endogenous reporter system to uncover novel therapeutic targets for drug development.

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利用双内源报告系统识别结直肠癌干细胞和分化活性异常的功能调节因子。
干细胞样活性异常和分化受损是结直肠癌(CRC)发病的核心原因。为了确定调控 CRC 中这些关键细胞程序的功能性介质,我们通过基因组编辑人类 CRC 细胞系,在 SOX9 和 KRT20 基因座上分别敲入荧光报告因子来报告异常的干细胞样活性和分化,从而开发出一种内源报告系统,然后进行了集合遗传扰动筛选。在同一 CRC 细胞系中构建双报告系统,同时监测异常干细胞样活性和分化活性,提高了我们的信噪比辨别能力。通过使用 542 个 sgRNAs 针对 78 个表观遗传调节因子进行集中库 CRISPR 筛选,我们确定了有助于 CRC 干细胞样活性和分化的因子。对验证命中的单细胞 RNA 测序(Perturb-seq)发现,BAF 复合物(又称 SWI/SNF)中的 SMARCB1 是一系列肿瘤性结肠模型中分化的负调控因子。SMARCB1 是 CRC 的依赖因子,也是人类 CRC 模型体内生长所必需的。这些研究凸显了生物设计的内源报告系统在发现新的药物开发治疗靶点方面的效用。
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来源期刊
Journal of Dynamical and Control Systems
Journal of Dynamical and Control Systems 工程技术-应用数学
CiteScore
1.70
自引率
11.10%
发文量
35
审稿时长
>12 weeks
期刊介绍: Journal of Dynamical and Control Systems presents peer-reviewed survey and original research articles which examine the entire spectrum of issues related to dynamical systems, focusing on the theory of smooth dynamical systems with analyses of measure-theoretical, topological, and bifurcational aspects. The journal covers all essential branches of the theory - local, semilocal, and global - including the theory of foliations. Control systems coverage spotlights the geometric control theory, which unifies Lie-algebraic and differential-geometric methods of investigation in control and optimization, and ultimately relates to the general theory of dynamical systems, in particular, sub-Riemannian geometry is covered. Additional authoritative contributions describe ongoing investigations and innovative solutions to unsolved problems. Detailed reviews of newly published books relevant to future studies in the field are also included. Journal of Dynamical and Control Systems will serve as a highly useful reference for mathematicians, students, and researchers interested in the many facets of dynamical and control systems.
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