Spatial CRISPR genomics identifies regulators of the tumor microenvironment.

IF 45.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Cell Pub Date : 2022-03-31 Epub Date: 2022-03-14 DOI:10.1016/j.cell.2022.02.015
Maxime Dhainaut, Samuel A Rose, Guray Akturk, Aleksandra Wroblewska, Sebastian R Nielsen, Eun Sook Park, Mark Buckup, Vladimir Roudko, Luisanna Pia, Robert Sweeney, Jessica Le Berichel, C Matthias Wilk, Anela Bektesevic, Brian H Lee, Nina Bhardwaj, Adeeb H Rahman, Alessia Baccarini, Sacha Gnjatic, Dana Pe'er, Miriam Merad, Brian D Brown
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Abstract

While CRISPR screens are helping uncover genes regulating many cell-intrinsic processes, existing approaches are suboptimal for identifying extracellular gene functions, particularly in the tissue context. Here, we developed an approach for spatial functional genomics called Perturb-map. We applied Perturb-map to knock out dozens of genes in parallel in a mouse model of lung cancer and simultaneously assessed how each knockout influenced tumor growth, histopathology, and immune composition. Moreover, we paired Perturb-map and spatial transcriptomics for unbiased analysis of CRISPR-edited tumors. We found that in Tgfbr2 knockout tumors, the tumor microenvironment (TME) was converted to a fibro-mucinous state, and T cells excluded, concomitant with upregulated TGFβ and TGFβ-mediated fibroblast activation, indicating that TGFβ-receptor loss on cancer cells increased TGFβ bioavailability and its immunosuppressive effects on the TME. These studies establish Perturb-map for functional genomics within the tissue at single-cell resolution with spatial architecture preserved and provide insight into how TGFβ responsiveness of cancer cells can affect the TME.

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空间 CRISPR 基因组学确定了肿瘤微环境的调节因子。
尽管 CRISPR 筛选有助于发现调控许多细胞内在过程的基因,但现有的方法在鉴定细胞外基因功能方面并不理想,尤其是在组织背景下。在这里,我们开发了一种名为 Perturb-map 的空间功能基因组学方法。我们应用 Perturb-map 在肺癌小鼠模型中并行敲除了数十个基因,并同时评估了每个基因敲除对肿瘤生长、组织病理学和免疫组成的影响。此外,我们还将 Perturb-map 与空间转录组学配对,对 CRISPR 编辑过的肿瘤进行无偏见分析。我们发现,在Tgfbr2基因敲除的肿瘤中,肿瘤微环境(TME)转化为纤维粘液状态,T细胞被排除,同时TGFβ和TGFβ介导的成纤维细胞活化上调,这表明癌细胞上TGFβ受体的缺失增加了TGFβ的生物利用度及其对TME的免疫抑制作用。这些研究建立了单细胞分辨率的组织内功能基因组学 Perturb-map,并保留了空间结构,有助于深入了解癌细胞的 TGFβ 反应性如何影响 TME。
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来源期刊
Cell
Cell 生物-生化与分子生物学
CiteScore
110.00
自引率
0.80%
发文量
396
审稿时长
2 months
期刊介绍: Cells is an international, peer-reviewed, open access journal that focuses on cell biology, molecular biology, and biophysics. It is affiliated with several societies, including the Spanish Society for Biochemistry and Molecular Biology (SEBBM), Nordic Autophagy Society (NAS), Spanish Society of Hematology and Hemotherapy (SEHH), and Society for Regenerative Medicine (Russian Federation) (RPO). The journal publishes research findings of significant importance in various areas of experimental biology, such as cell biology, molecular biology, neuroscience, immunology, virology, microbiology, cancer, human genetics, systems biology, signaling, and disease mechanisms and therapeutics. The primary criterion for considering papers is whether the results contribute to significant conceptual advances or raise thought-provoking questions and hypotheses related to interesting and important biological inquiries. In addition to primary research articles presented in four formats, Cells also features review and opinion articles in its "leading edge" section, discussing recent research advancements and topics of interest to its wide readership.
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