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基底细胞癌晚期肿瘤微环境的计算机模拟分析突出了肿瘤炎症、Th2细胞因子转变和间充质干细胞样表型。

In silico analyses of the tumor microenvironment highlight tumoral inflammation, a Th2 cytokine shift and a mesenchymal stem cell-like phenotype in advanced in basal cell carcinomas.

作者信息

Lefrançois Philippe, Xie Pingxing, Gunn Scott, Gantchev Jennifer, Villarreal Amelia Martínez, Sasseville Denis, Litvinov Ivan V

机构信息

Division of Dermatology, McGill University Health Centre, Rm. E02.6236, 1001 Decarie Blvd, Montréal, Québec, H4A 3J1, Canada.

出版信息

J Cell Commun Signal. 2020 Jun;14(2):245-254. doi: 10.1007/s12079-020-00563-6. Epub 2020 Mar 21.

Abstract

Basal Cell Carcinoma (BCC) represents the most common form of all cancers. BCC is characteristically surrounded by a fibromyxoid stroma. Previous studies have suggested a shift towards a Th2 response, an increase in T regulatory lymphocytes and the presence of cancer-associated fibroblasts in the BCC tumor microenvironment. In this study, we aimed to further characterize the BCC tumor microenvironment in detail by analyzing BCC RNA-Sequencing data and correlating it with clinically-relevant features via in silico RNA deconvolution. Using immune cell type deconvolution by CIBERSORT, we have identified a brisk lymphocytic infiltration, and more abundant macrophages in BCC tumors compared to normal skin. Using cell type enrichment by xCell, we confirmed the observed immune infiltration in BCC tumors and compared them to normal skin. We observed a shift towards Th2 immunity in advanced and vismodegib-resistant tumors. Tumoral inflammation induced by macrophage activity was associated with advanced BCCs, while lymphocytic infiltration was most significant in non-advanced tumors, likely related to an adaptive anti-tumoral response. In advanced and vismodegib-resistant BCCs, mesenchymal stem cell-like properties were observed. Particularly in vismodegib-resistant BCCs, fibroblasts and adipocytes were found at high number, which ultimately may contribute to the decreased drug delivery to the tumor. In conclusion, this study has revealed notable BCC tumor microenvironment findings associated with important clinical features. Microenvironment-altering agents may be used locally for "routine" BCCs and systematically for advanced or resistant BCCs.

摘要

基底细胞癌(BCC)是所有癌症中最常见的形式。BCC的特征是被纤维黏液样基质包围。先前的研究表明,BCC肿瘤微环境向Th2反应转变、调节性T淋巴细胞增加以及存在癌症相关成纤维细胞。在本研究中,我们旨在通过分析BCC RNA测序数据并通过计算机RNA反卷积将其与临床相关特征相关联,进一步详细表征BCC肿瘤微环境。使用CIBERSORT进行免疫细胞类型反卷积,我们发现与正常皮肤相比,BCC肿瘤中有活跃的淋巴细胞浸润和更丰富的巨噬细胞。使用xCell进行细胞类型富集,我们证实了在BCC肿瘤中观察到的免疫浸润,并将其与正常皮肤进行了比较。我们在晚期和维莫德吉耐药肿瘤中观察到向Th2免疫的转变。巨噬细胞活性诱导的肿瘤炎症与晚期BCC相关,而淋巴细胞浸润在非晚期肿瘤中最为显著,这可能与适应性抗肿瘤反应有关。在晚期和维莫德吉耐药的BCC中,观察到间充质干细胞样特性。特别是在维莫德吉耐药的BCC中,发现大量的成纤维细胞和脂肪细胞,这最终可能导致肿瘤药物递送减少。总之,本研究揭示了与重要临床特征相关的显著BCC肿瘤微环境发现。改变微环境的药物可局部用于“常规”BCC,全身用于晚期或耐药BCC。

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