Transcriptome analysis constructed the necroptosis associated prognostic signature in endometrial cancer and identified EZH2 as a potential biomarker

IF 0.5 4区 医学 Q4 OBSTETRICS & GYNECOLOGY
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Abstract

Endometrial cancer (EC) is one of the most common malignancies of the female reproductive system, but our understanding of the tumor microenvironment of EC remains unclear. Programmed cell death (PCD) plays an important role in the genesis and progression of tumors. Necroptosis is a novel form of PCD that does not rely on the caspase system. However, the role of necroptosis in EC is unclear. Transcriptome data of endometrial cancer were downloaded from The Cancer Genome Atlas (TCGA) database and log2 conversion was performed. Expression analysis and correlation analysis were performed to explore necroptosis gene expression and interaction in EC. Lasso regression was used to construct necroptosis-related prognostic signature. Finally, immunocorrelation analysis and single cell sequencing analysis were used to explore the significance of this signature in EC tumor microenvironment. A total of 15 of the 17 necroptosis genes were differentially expressed in EC. Subsequently, necroptosis related prognostic signature was constructed through Lasso regression. Riskscore = (−0.0999) × Toll-likereceptor4 (TLR4) + (−0.0528) × tumor necrosis factor receptor superfamily member 1A (TNFRSF1A) + (0.1208) × Enhancer of Zeste Homolog 2 (EZH2) + (−0.004) × N-myc Down-stream Regulated Gene 2 (NDRG2). EC patients can be divided into high-risk group and low-risk group based on the median riskscore and the high-risk group has a worse prognosis. Survival analysis showed a worse prognosis for patients in the high-risk group (p < 0.05). Immunomicroenvironment analysis showed a significant negative correlation between risk score and infiltration levels of B cells, CD4+ T cells, CD8+ T cells, Endothelial cells, macrophages, and NK cells. Subsequent cell experiments showed that knockdown of the key gene EZH2 in signature significantly reduced the invasion, migration and healing abilities of EC cell lines, proving that EZH2 is a promising marker of EC.
转录组分析构建了子宫内膜癌坏死性下垂相关的预后特征,并确定EZH2是一个潜在的生物标志物
子宫内膜癌(Endometrial cancer, EC)是女性生殖系统最常见的恶性肿瘤之一,但我们对其肿瘤微环境的了解尚不清楚。程序性细胞死亡(PCD)在肿瘤的发生发展中起着重要作用。坏死性上睑下垂是一种不依赖于半胱天酶系统的新型PCD。然而,坏死性上睑下垂在EC中的作用尚不清楚。从The cancer Genome Atlas (TCGA)数据库下载子宫内膜癌转录组数据,进行log2转换。通过表达分析和相关分析探讨坏死性下垂基因在EC中的表达及其相互作用。Lasso回归用于构建坏死相关的预后特征。最后通过免疫相关分析和单细胞测序分析,探讨该信号在EC肿瘤微环境中的意义。17个坏死性下垂基因中有15个在EC中有差异表达。随后,通过Lasso回归构建坏死下垂相关的预后特征。风险评分=(−0.0999)× toll样受体4 (TLR4) +(−0.0528)×肿瘤坏死因子受体超家族成员1A (TNFRSF1A) + (0.1208) × Zeste同源物2增强子(EZH2) +(−0.004)× N-myc下游调节基因2 (NDRG2)。根据中位风险评分将EC患者分为高危组和低危组,高危组预后较差。生存分析显示高危组患者预后较差(p <0.05)。免疫微环境分析显示,风险评分与B细胞、CD4+ T细胞、CD8+ T细胞、内皮细胞、巨噬细胞和NK细胞浸润水平呈显著负相关。随后的细胞实验表明,敲低标记中的关键基因EZH2可显著降低EC细胞株的侵袭、迁移和愈合能力,证明EZH2是一种有前景的EC标志物。
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来源期刊
自引率
25.00%
发文量
58
审稿时长
1 months
期刊介绍: EJGO is dedicated to publishing editorial articles in the Distinguished Expert Series and original research papers, case reports, letters to the Editor, book reviews, and newsletters. The Journal was founded in 1980 the second gynaecologic oncology hyperspecialization Journal in the world. Its aim is the diffusion of scientific, clinical and practical progress, and knowledge in female neoplastic diseases in an interdisciplinary approach among gynaecologists, oncologists, radiotherapists, surgeons, chemotherapists, pathologists, epidemiologists, and so on.
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