Department of Genetics, Wroclaw Medical University, Wroclaw, Poland; Ludwik Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Laboratory of Genomics and Bioinformatics, Wroclaw, Poland.
Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
Lab Invest. 2023 Aug;103(8):100177. doi: 10.1016/j.labinv.2023.100177. Epub 2023 May 18.
Two accepted possible pathways for Merkel cell carcinoma (MCC) pathogenesis include the clonal integration of the Merkel cell polyomavirus (MCPyV) into the neoplastic cells and by UV irradiation. We hypothesize that, in UV etiology, the expression of genes associated with epithelial-mesenchymal transition (EMT) would be higher in MCPyV-negative MCCs. We compared RNA expression in 16 MCPyV-negative with that in 14 MCPyV-positive MCCs in 30 patients using NanoString panel of 760 gene targets as an exploratory method. Subsequently, we confirmed the findings with a publicly available RNA sequencing data set. The NanoString method showed that 29 of 760 genes exhibited significant deregulation. Ten genes (CD44, COL6A3, COL11A1, CXCL8, INHBA, MMP1, NID2, SPP1, THBS1, and THY1) were part of the EMT pathway. The expression of CDH1/E-cadherin, a key EMT gene, and TWIST1, regulator gene of EMT, was higher in MCPyV-negative tumors. To further investigate the expression of EMT genes in MCPyV-negative MCCs, we analyzed publicly available RNA sequencing data of 111 primary MCCs. Differential expression and gene set enrichment analysis of 35 MCPyV-negative versus 76 MCPyV-positive MCCs demonstrated significantly higher expression of EMT-related genes and associated pathways such as Notch signaling, TGF-β signaling, and Hedgehog signaling, and UV response pathway in MCPyV-negative MCCs. The significance of the EMT pathway in MCPyV-negative MCCs was confirmed independently by a coexpression module analysis. One of the modules (M3) was specifically activated in MCPyV-negative MCCs and showed significant enrichment for genes involved in EMT. A network analysis of module M3 revealed that CDH1/E-cadherin was among the most connected genes (hubs). E-cadherin and LEF1 immunostains demonstrated significantly more frequent expression in MCPvV-negative versus MCPyV-positive tumors (P < .0001). In summary, our study showed that the expression of EMT-associated genes is higher in MCPyV-negative MCC. Because EMT-related proteins can be targeted, the identification of EMT pathways in MCPyV-negative MCCs is of potential therapeutic relevance.
两种被认可的 Merkel 细胞癌 (MCC) 发病机制的可能途径包括 Merkel 细胞多瘤病毒 (MCPyV) 整合到肿瘤细胞中和紫外线照射。我们假设,在紫外线病因中,与上皮-间充质转化 (EMT) 相关的基因表达在 MCPyV 阴性 MCC 中更高。我们使用 760 个基因靶点的 NanoString 面板作为探索性方法,比较了 30 名患者中 16 例 MCPyV 阴性和 14 例 MCPyV 阳性 MCC 的 RNA 表达。随后,我们使用公开的 RNA 测序数据集验证了这些发现。NanoString 方法显示,760 个基因中有 29 个表现出显著的失调。10 个基因(CD44、COL6A3、COL11A1、CXCL8、INHBA、MMP1、NID2、SPP1、THBS1 和 THY1)是 EMT 途径的一部分。MCPyV 阴性肿瘤中 CDH1/E-钙黏蛋白(关键 EMT 基因)和 TWIST1(EMT 调节基因)的表达更高。为了进一步研究 MCPyV 阴性 MCC 中 EMT 基因的表达,我们分析了 111 例原发性 MCC 的公开 RNA 测序数据。35 例 MCPyV 阴性与 76 例 MCPyV 阳性 MCC 之间的差异表达和基因集富集分析表明,MCPyV 阴性 MCC 中 EMT 相关基因及其相关途径(如 Notch 信号、TGF-β 信号和 Hedgehog 信号以及 UV 反应途径)的表达明显更高。MCPyV 阴性 MCC 中 EMT 途径的重要性通过共表达模块分析得到了独立验证。其中一个模块(M3)在 MCPyV 阴性 MCC 中特异性激活,并且显示出与 EMT 相关的基因显著富集。模块 M3 的网络分析表明,CDH1/E-钙黏蛋白是最相关的基因(枢纽)之一。E-钙黏蛋白和 LEF1 免疫染色显示 MCPvV 阴性与 MCPyV 阳性肿瘤之间的表达明显更频繁(P<.0001)。总之,我们的研究表明,MCPyV 阴性 MCC 中 EMT 相关基因的表达更高。因为 EMT 相关蛋白可以作为靶点,因此在 MCPyV 阴性 MCC 中鉴定 EMT 途径具有潜在的治疗相关性。