Suppr超能文献

甲状腺癌中 EMT 相关基因和免疫细胞浸润的预后价值。

Prognostic value of EMT-related genes and immune cell infiltration in thyroid carcinoma.

机构信息

Department of Head and Neck Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian, China.

Department of Thyroid and Neck Tumor, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China.

出版信息

Front Immunol. 2024 Nov 4;15:1463258. doi: 10.3389/fimmu.2024.1463258. eCollection 2024.

Abstract

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, 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.

摘要

背景

上皮-间充质转化(EMT)是癌症侵袭和转移中涉及的一个非常重要的过程。此外,组织蛋白酶 K(CTSK)基因与细胞外基质的降解密切相关,细胞外基质是 EMT 的关键组成部分。本研究旨在确定 EMT 相关基因与免疫细胞浸润的关系及其在甲状腺癌(THCA)中的预后价值。评估了 CTSK 基因对 THCA 侵袭性生物学特征的影响。

方法

在本研究框架内,根据 EMT 相关数据,对 TCGA 数据库中的 THCA 队列进行了详细分析。然后,根据计算出的 EMT 评分,将 TCGA-THCA 队列分为高风险组和低风险组。最后,基于加权基因共表达网络分析(WGCNA)算法、LASSO 回归分析和 Kaplan-Meier 绘图器,选择了五个与患者预后相关的基因(CTSK、C3ORF80、FBLN2、PRELP 和 SRPX2)。此外,本研究还使用三种不同的算法(ssGSEA、xCell 和 MCPcounter)检测了 THCA 样本中的各种免疫细胞。还进行了其他研究,使用 CCK8、集落形成、EdU 增殖、Transwell 迁移和划痕愈合测定等各种测定法,来研究 CTSK 在 THCA 细胞增殖和迁移中的作用。此外,还通过 Western blot 分析证实了 CTSK 参与调节各种 EMT 相关标志物。

结果

根据 EMT 评分,进一步将 TCGA-THCA 患者分为两组,研究表明高危组患者的预后比低危组差。与 EMT 预后相关的五个基因(CTSK、C3ORF80、FBLN2、PRELP 和 SRPX2)中,CTSK 在高危队列中表达明显升高。该组还表现出明显的免疫细胞浸润,CTSK 表达与巨噬细胞、MDSC 和各种 T 细胞亚型的水平之间存在显著相关性。此外,研究表明降低 CTSK 表达可显著降低 THCA 细胞活力、集落形成、增殖、迁移和迁移能力以及关键 EMT 相关蛋白(包括 N-钙粘蛋白、波形蛋白、slug 和 snail)的表达。

结论

我们的研究结果表明,与 EMT 相关的 CTSK 基因的表达可能与 THCA 的发生和进展有关,因此可能成为有前途的预后生物标志物。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验