基于二硫中毒相关基因的预后模型构建及CCNA2作为肝细胞癌新生物标志物的鉴定

IF 5.7 2区 生物学 Q1 BIOLOGY
Tao Wang, Wenxuan Li, Yuelan Wu, Liping You, Chao Zheng, Jinghao Zhang, Lihong Qu, Xuehua Sun
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引用次数: 0

摘要

背景:双曲下垂被认为是铜质下垂后细胞死亡的一种创新形式,目前正在研究其在肿瘤学方面的机制。目前对二硫中毒相关基因(DRGs)与肝细胞癌(HCC)之间关系的深入分析还很有限。方法:从TCGA和GEO数据库(GSE76427和GSE54236)中检索转录组学数据和临床信息,重点研究24个DRGs的表达水平。随后,采用多因素和LASSO回归分析构建5-DRG预后特征。免疫组化(IHC)检测细胞周期蛋白A2 (CCNA2)表达水平。采用实时荧光定量PCR (qRT-PCR)和western blot检测ccna2靶向短干扰RNA (siRNA)的转录组学和蛋白表达。采用细胞计数试剂盒-8 (CCK-8)法、EdU染色法和划痕实验观察CCNA2抑制后肝癌细胞株的增殖和迁移情况。结果:确定了三种HCC类型,其中B型HCC表现出最不利的生存结局。5种drg (STC2、PBK、CCNA2、SERPINE1和SLC6A1)被纳入研究,以确定5-DRG的预后特征。与低风险组(LRGs)相比,高危组(hrg)表现出更长的生存时间。生物信息学分析和实验方法都证实了CCNA2与HCC患者预后不良的相关性。功能研究表明,干扰CCNA2可显著抑制肝癌细胞的增殖和迁移,同时促进肝癌细胞凋亡,导致上皮-间充质转化(epithelial-mesenchymal transition, EMT)相关蛋白标志物下调。结论:5-DRG预后特征可熟练预测HCC患者的临床结果,为治疗策略提供信息,并阐明其免疫微环境特征。此外,本研究阐明了CCNA2作为HCC创新生物标志物的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Construction of a prognostic model based on disulfidptosis-related genes and identification of CCNA2 as a novel biomarker for hepatocellular carcinoma.

Background: Disulfidptosis, identified as an innovative form of cellular death subsequent to cuproptosis, is currently under investigation for its mechanisms in oncological contexts. In-depth analyses exploring the relationship between disulfidptosis-related genes (DRGs) and hepatocellular carcinoma (HCC) are currently limited.

Methods: Transcriptomic data and clinical information were retrieved from the TCGA and GEO databases (GSE76427 and GSE54236), concentrating on the expression levels of 24 DRGs. Subsequently, multifactor and LASSO regression analyses were utilized to construct the 5-DRG prognostic signature. Immunohistochemistry (IHC) was employed to assess Cyclin A2 (CCNA2) protein expression levels. Quantitative real-time PCR (qRT-PCR) and western blot analyses were conducted to detect transcriptomic and protein expression of CCNA2-targeting short interfering RNA (siRNA). The Cell Counting Kit-8 (CCK-8) assay, EdU staining, and scratch experiments were employed to observe the proliferation and migration of hepatoma cell lines subsequent to CCNA2 inhibition.

Results: Three HCC patterns were identified, among which pattern B exhibited the the most unfavorable survival outcomes. Five DRGs (STC2, PBK, CCNA2, SERPINE1, and SLC6A1) were involved to establish the 5-DRG prognostic signature. High-risk groups (HRGs) exhibited prolonged survival durations in comparison to low-risk groups (LRGs). Both bioinformatics analyses and experimental methodologies corroborated the association of CCNA2 with poor prognosis in HCC patients. Functional studies elucidated that interference with CCNA2 significantly inhibited proliferation and migration, while simultaneously promoting apoptosis in hepatoma cells and resulting in the downregulation of epithelial-mesenchymal transition (EMT)-related protein markers.

Conclusions: The 5-DRG prognostic signature is proficient in predicting clinical outcomes, informing therapeutic strategies, and elucidating the characteristics of the immune microenvironment in HCC patients. Furthermore, this study elucidates the potential of CCNA2 as an innovative biomarker for HCC.

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来源期刊
Biology Direct
Biology Direct 生物-生物学
CiteScore
6.40
自引率
10.90%
发文量
32
审稿时长
7 months
期刊介绍: Biology Direct serves the life science research community as an open access, peer-reviewed online journal, providing authors and readers with an alternative to the traditional model of peer review. Biology Direct considers original research articles, hypotheses, comments, discovery notes and reviews in subject areas currently identified as those most conducive to the open review approach, primarily those with a significant non-experimental component.
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