Screening of potential key pathogenic and intervention targets of low-grade glioma based on bioinformatics.

IF 1.5 4区 医学 Q4 ONCOLOGY
Translational cancer research Pub Date : 2024-10-31 Epub Date: 2024-10-29 DOI:10.21037/tcr-24-1662
Lizhi Yi, Wenlong Kong, Zhisong Jiu, Zhengxian Huang, Peng Na, Wei Chen, Xilong Yin
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引用次数: 0

Abstract

Background: Sialic acid-binding immunoglobulin-like lectin 8 (SIGLEC8) is involved in the progression of numerous diseases. This study aimed to examine the relationship between SIGLEC8 and the prognosis of patients with low-grade glioma (LGG) and the related mechanisms.

Methods: First, screening of the differentially expressed genes (DEGs) SIGLEC8 in The Cancer Genome Atlas (TCGA) database was performed. The expression was then correlated with the prognosis of patients with LGG and then verified using the Tumor Immune Estimation Resource (TIMER) and TCGA databases. Cox regression was employed to conduct multifactorial analysis and was followed by the construction of an internally validated nomogram based on these results. To investigate the possible mechanisms, we used gene set enrichment analysis (GSEA). We conducted a retrospective analysis of the clinical information of patients with LGG who were treated at Longgang Central Hospital of Shenzhen from January 2018 to December 2020 and from whom tumor and peritumoral tissues were taken during surgery. Expression of essential genes was identified by employing quantitative real-time polymerase chain reaction (qRT-PCR). Multivariate analysis, via Cox regression, was employed to determine the prognostic factors for patients with LGG.

Results: The transcriptional activity of SIGLEC8 was found to be elevated in LGG neoplastic tissues compared to neighboring nonneoplastic tissues. Overall survival (OS), disease-specific survival (DSS), and progression-free interval (PFI) were improved in patients with LGG with reduced expression of SIGLEC8 as compared to those with increased expression of SIGLEC8. The nomogram's C-index is 0.804 (0.781-0.827). indicating good predictive accuracy. GSEA revealed that SIGLEC8 might influence LGG biological events by participating in the PD-1, IL3, JAK/STAT, and PI3KCI signal transduction pathways, as well as cytokine and inflammatory response, cell cycle, homeostasis, and extracellular matrix. This study included 72 patients with LGG. qRT-PCR showed upregulated SIGLEC8 expression in LGG tumor tissues, which was significantly associated with tumor number and metastasis to the lymph nodes (P<0.05). Multivariate analysis using Cox regression identified the high expression of SIGLEC8 as an independent risk factor in LGG prognosis (P<0.05).

Conclusions: For the prognosis of patients with LGG, the transcriptional activity of SIGLEC8 is increased in LGG tissues and is an independent risk factor. Interference with SIGLEC8 could promote tumor progression by regulating the JAK/STAT signaling pathway, indicating that SIGLEC8 may function as a distinctive predictive biomarker for patients with LGG.

基于生物信息学筛选低级别胶质瘤的潜在关键致病和干预靶点。
背景:硫辛酸结合免疫球蛋白样凝集素8(SIGLEC8)与多种疾病的进展有关。本研究旨在探讨 SIGLEC8 与低级别胶质瘤(LGG)患者预后的关系及相关机制:首先,对癌症基因组图谱(TCGA)数据库中的SIGLEC8差异表达基因(DEGs)进行筛选。方法:首先筛选了癌症基因组图谱(TCGA)数据库中 SIGLEC8 的差异表达基因(DEGs),然后将其表达与 LGG 患者的预后相关联,并利用肿瘤免疫估计资源(TIMER)和 TCGA 数据库进行验证。我们采用 Cox 回归进行了多因素分析,并在此基础上构建了经内部验证的提名图。为了研究可能的机制,我们使用了基因组富集分析(GSEA)。我们对2018年1月至2020年12月期间在深圳市龙岗中心医院接受治疗的LGG患者的临床信息进行了回顾性分析,并在手术中提取了患者的肿瘤和瘤周组织。采用实时定量聚合酶链反应(qRT-PCR)鉴定重要基因的表达。通过Cox回归进行多变量分析,确定LGG患者的预后因素:结果:与邻近的非肿瘤组织相比,SIGLEC8在LGG肿瘤组织中的转录活性升高。与 SIGLEC8 表达增高的 LGG 患者相比,SIGLEC8 表达降低的 LGG 患者的总生存期(OS)、疾病特异性生存期(DSS)和无进展间期(PFI)均有所改善。提名图的 C 指数为 0.804(0.781-0.827)。GSEA显示,SIGLEC8可能通过参与PD-1、IL3、JAK/STAT和PI3KCI信号转导通路,以及细胞因子和炎症反应、细胞周期、稳态和细胞外基质而影响LGG生物事件。qRT-PCR显示SIGLEC8在LGG肿瘤组织中表达上调,与肿瘤数量和淋巴结转移显著相关(PSIGLEC8是LGG预后的独立危险因素)(PConclusions:对于 LGG 患者的预后而言,SIGLEC8 在 LGG 组织中的转录活性增加,是一个独立的危险因素。对SIGLEC8的干扰可通过调节JAK/STAT信号通路促进肿瘤进展,这表明SIGLEC8可作为LGG患者的一种独特的预测性生物标记物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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