甲状腺癌 EMT 相关基因和免疫细胞浸润的预后价值

IF 5.7 2区 医学 Q1 IMMUNOLOGY Frontiers in Immunology Pub Date : 2024-11-04 eCollection Date: 2024-01-01 DOI:10.3389/fimmu.2024.1463258
Shuping Wu, Yu Liu, Yu Zeng, Xianhui Ruan, Mei Tao, Wenrong Lin, Chang Liu, Hongbin Chen, Hui Liu, Yu Wu
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引用次数: 0

摘要

背景:上皮-间质转化(EMT上皮-间质转化(EMT)是癌症侵袭和转移的一个非常重要的过程。此外,Cathepsin K(CTSK)基因与细胞外基质的降解密切相关,而细胞外基质是 EMT 的重要组成部分。本研究旨在确定甲状腺癌(THCA)中 EMT 相关基因与免疫细胞浸润之间的关系及其预后价值。研究还评估了CTSK基因对THCA侵袭性生物学特征的影响:在本研究框架内,根据从 TCGA 数据库获得的 EMT 数据对 THCA 队列进行了详细分析。然后,根据计算出的 EMT 评分将 TCGA-THCA 队列分为两组,即高风险组和低风险组。最后,根据加权基因共表达网络分析(WGCNA)算法、LASSO 回归分析和 Kaplan-Meier plotter 的结果,我们选出了与患者预后相关的五个基因(CTSK、C3ORF80、FBLN2、PRELP 和 SRPX2)。此外,本研究还使用三种不同的算法(即ssGSEA、xCell和MCPcounter)检测了THCA样本中各种免疫细胞的存在情况。其他研究还采用了多种检测方法,如 CCK8、菌落形成、EdU 增殖、Transwell 迁移和伤口愈合检测,以确定 CTSK 在 THCA 细胞增殖和迁移中的作用。此外,还利用 Western 印迹分析证实了 CTSK 参与调控各种 EMT 相关标记物:结果:根据EMT评分,TCGA-THCA患者被进一步分为两组,研究发现高风险组患者的预后差于低风险组。在与EMT预后价值相关的五个基因(CTSK、C3ORF80、FBLN2、PRELP和SRPX2)中,CTSK在高危组中的表达明显升高。这组患者还表现出明显的免疫细胞浸润,CTSK 的表达与巨噬细胞、MDSCs 和各种 T 细胞亚型的水平之间存在明显的相关性。此外,体外研究表明,减少 CTSK 的表达会显著降低 THCA 细胞的活力、克隆性、增殖性、运动性和迁移能力,以及与 EMT 相关的关键蛋白(包括 N-粘连蛋白、波形蛋白、蛞蝓和蜗牛)的表达:我们的研究结果表明,与 EMT 相关的基因 CTSK 的表达可能与 THCA 的发病和进展有关,因此可作为一种有前途的预后生物标志物。
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Prognostic value of EMT-related genes and immune cell infiltration in thyroid carcinoma.

Background: The Epithelial-Mesenchymal Transition (EMT) is a very important process involved in cancer invasion and metastasis. Additionally, the Cathepsin K (CTSK) gene is closely related to the degradation of the extracellular matrix, which is a critical component of the EMT. The purpose of this study was to determine the relationships between EMT-related genes and immune cell infiltration and their prognostic value in Thyroid carcinoma (THCA). The effect of the CTSK gene on the aggressive biological features of THCA was assessed.

Methods: Within the framework of the present study, the THCA cohort was analyzed in detail based on data obtained from The TCGA database in the context of the EMT. The TCGA-THCA cohort was then divided into two groups, namely, high- and low-risk groups, based on the calculated EMT scores. Finally, based on the findings from the Weighted Gene Co-Expression Network Analysis (WGCNA) algorithm, LASSO regression analysis, and Kaplan-Meier plotter, we selected five genes (CTSK, C3ORF80, FBLN2, PRELP and SRPX2) associated with patient prognosis. Furthermore, this study examined the presence of various immune cells within the THCA samples using three distinct algorithms, namely ssGSEA, xCell, and MCPcounter. Additional studies have been conducted to establish the roles of CTSK in THCA cell proliferation and migration using various assays, such as CCK8, colony formation, EdU proliferation, Transwell migration and wound healing assays. Additionally, the involvement of CTSK in the regulation of various EMT-related markers was confirmed using Western blot analysis.

Results: Based on EMT scores, TCGA-THCA patients were further divided into two groups, and the study revealed that patients in the high-risk group had a worse prognosis than those in the low-risk group. Among the five genes linked to the prognostic value of EMT (CTSK, C3ORF80, FBLN2, PRELP, and SRPX2), CTSK exhibited notably elevated expression in the high-risk cohort. This group also exhibited pronounced immune cell infiltration, with a marked correlation observed between CTSK expression and the levels of macrophages, MDSCs, and various T-cell subtypes. Furthermore, in vitro studies demonstrated that reducing CTSK expression led to significant reductions in THCA cell viability; clonogenic, proliferative, motility and migratory capacities; and the expression of key EMT-related proteins, including N-cadherin, vimentin, slug, and snail.

Conclusion: Our results suggest that the expression of CTSK, a gene associated with the EMT, may be associated with THCA onset and progression and thus may serve as a promising prognostic biomarker.

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来源期刊
CiteScore
9.80
自引率
11.00%
发文量
7153
审稿时长
14 weeks
期刊介绍: Frontiers in Immunology is a leading journal in its field, publishing rigorously peer-reviewed research across basic, translational and clinical immunology. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. Frontiers in Immunology is the official Journal of the International Union of Immunological Societies (IUIS). Encompassing the entire field of Immunology, this journal welcomes papers that investigate basic mechanisms of immune system development and function, with a particular emphasis given to the description of the clinical and immunological phenotype of human immune disorders, and on the definition of their molecular basis.
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