泛癌症分析发现静脉血栓栓塞相关基因F3、PLAT和C1S是胶质母细胞瘤和低级别胶质瘤的潜在预后生物标志物。

IF 6.3 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Jing Zhang, Qian Zhao, Yun Du, Wannan Wang, Cuiqing Liu
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引用次数: 0

摘要

静脉血栓栓塞症(VTE)是癌症患者中普遍存在的一种并发症,严重影响患者的发病率和死亡率。然而,VTE 相关基因(VRGs)之间的关系及其对各种癌症类型的预后、免疫反应和治疗靶点的潜在影响仍不清楚。基于凝血和补体途径,我们确定了在调节癌症免疫反应中发挥作用的枢纽 VRGs。具体来说,凝血因子 III (F3)、纤溶酶原激活剂 (PLAT) 和补体 C1s (C1S) 被确定为在特定癌症类型中表现出高表达水平的基因,它们与肿瘤干性和拷贝数变异呈正相关,而与甲基化水平呈反相关。泛癌症生存分析表明,这些 VRGs 在几种癌症类型中具有不利影响,尤其是在胶质母细胞瘤和低级别胶质瘤(GMBLGG)中。利用接收器操作特征曲线(ROC)进行的进一步分析表明,F3、PLAT 和 C1S 在预测 GBMLGG 的预后方面具有很高的准确性,曲线下面积(AUC)值从 0.78 到 0.9 不等。利用独立的基因表达总库(GEO)数据集验证了这三个基因在 GMBLGG 中的预后价值。此外,通过基因-药物关联分析,发现环孢素、欧贝因和 6-巯基嘌呤都具有免疫抑制特性,可分别作为 F3、PLAT 或 C1S 高表达肿瘤患者的潜在治疗选择。总之,我们的研究结果为泛癌症中的 VRGs 提供了一个生物信息学视角,突出了 F3、PLAT 和 C1S 的关键作用,这些作用有可能在几种癌症,尤其是 GBMLGG 中得到利用并成为治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pan-cancer analysis identifies venous thromboembolism-related genes F3, PLAT, and C1S as potential prognostic biomarkers for glioblastoma and lower grade glioma.

Venous thromboembolism (VTE) is a prevalent complication among patients with cancer, contributing significantly to morbidity and mortality. However, the relationship between VTE-related genes (VRGs) and their potential impact on prognosis, immune response, and therapeutic targets in various cancer types remains unclear. Based on the coagulation and complement pathways, we identified hub VRGs that play a role in regulating the immune response in cancer. Specifically, coagulation factor III (F3), plasminogen activator (PLAT) and complement C1s (C1S) were identified as genes that exhibit high expression levels, positively correlating with tumor stemness and copy number variations, while inversely correlating with methylation levels, in particular cancer types. Pan-cancer survival analysis revealed detrimental effects of these VRGs in several cancer types, notably in glioblastoma and lower grade glioma (GMBLGG). Further analysis using receiver operating characteristic (ROC) curves demonstrated a high accuracy of F3, PLAT and C1S in predicting outcomes in GBMLGG, with area under the curve (AUC) values ranging from 0.78 to 0.9. Validation of the prognostic value of these three genes in GMBLGG was conducted using an independent Gene Expression Omnibus (GEO) dataset. Additionally, gene-drug association analysis identified ciclosporin, ouabain and 6- mercaptopurine, which all exhibit immunosuppressive properties, as potential therapeutic options for tumor patients exhibiting high F3, PLAT or C1S expression, respectively. In summary, our findings provide a bioinformatics perspective on VRGs in pan-cancer, highlighting the pivotal roles of F3, PLAT and C1S, which could potentially be therapeutically exploited and targeted in several cancers, especially in GBMLGG.

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来源期刊
CiteScore
6.30
自引率
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