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Whole-organ analysis of TGF-beta-mediated remodelling of the tumour microenvironment by tissue clearing

机译:通过组织清除TGF-β介导的肿瘤微环境重塑的全器官分析

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摘要

Tissue clearing is one of the most powerful strategies for a comprehensive analysis of disease progression. Here, we established an integrated pipeline that combines tissue clearing, 3D imaging, and machine learning and applied to a mouse tumour model of experimental lung metastasis using human lung adenocarcinoma A549 cells. This pipeline provided the spatial information of the tumour microenvironment. We further explored the role of transforming growth factor-beta (TGF-beta) in cancer metastasis. TGF-beta -stimulated cancer cells enhanced metastatic colonization of unstimulated-cancer cells in vivo when both cells were mixed. RNA-sequencing analysis showed that expression of the genes related to coagulation and inflammation were up-regulated in TGF-beta -stimulated cancer cells. Further, whole-organ analysis revealed accumulation of platelets or macrophages with TGF-beta -stimulated cancer cells, suggesting that TGF-beta might promote remodelling of the tumour microenvironment, enhancing the colonization of cancer cells. Hence, our integrated pipeline for 3D profiling will help the understanding of the tumour microenvironment. Shimpei Kubota et al. describe a pipeline for quantitative whole-organ analysis that that combines tissue clearing, 3D imaging, and machine learning for analysis of the tumour microenvironment. The authors apply this in a mouse model of lung tumour and reveal the role of TGF-beta in remodelling the cellular microenvironment favouring metastatic invasion.
机译:组织清除是全面分析疾病进展的最有效策略之一。在这里,我们建立了一个结合组织清除、3D 成像和机器学习的综合管道,并应用于使用人肺腺癌 A549 细胞的实验性肺转移小鼠肿瘤模型。该管道提供了肿瘤微环境的空间信息。我们进一步探讨了转化生长因子-β(TGF-β)在癌症转移中的作用。当两种细胞混合时,TGF-β刺激的癌细胞增强了未刺激癌细胞在体内的转移定植。RNA测序分析显示,在TGF-β刺激的癌细胞中,与凝血和炎症相关的基因表达上调。此外,全器官分析显示血小板或巨噬细胞与TGF-β刺激的癌细胞积累,表明TGF-β可能促进肿瘤微环境的重塑,增强癌细胞的定植。因此,我们用于 3D 分析的集成管道将有助于了解肿瘤微环境。Shimpei Kubota 等人描述了一种用于定量全器官分析的管道,该管道结合了组织清除、3D 成像和机器学习来分析肿瘤微环境。作者将其应用于肺肿瘤的小鼠模型,并揭示了TGF-β在重塑有利于转移性侵袭的细胞微环境中的作用。

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