School of Public Health, Shaanxi University of Chinese Medicine, Xianyang, Shaanxi 712046, PR China.
School of Nursing, Shaanxi University of Chinese Medicine, Xianyang, Shaanxi 712046, PR China.
J Trace Elem Med Biol. 2022 Dec;74:127082. doi: 10.1016/j.jtemb.2022.127082. Epub 2022 Sep 17.
Glutathione peroxidase 1 (GPX1) is a major selenoprotein in most animal tissues, primarily expressed in the cytoplasm and mitochondria of cells and peroxidase structures of certain cells. GPX1 expression is highly correlated with carcinogenesis and disease progression. The goal of the study was to determine the association between GPX1 expression and tumor therapy, and to identify GPX1 prognostic value in various malignancies.
The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), and Human Protein Atlas (HPA) databases were used to detect the levels of GPX1 expression in human tumor tissues and normal tissues. Indeed, correlations between GPX1 and tumor purity, tumor mutation burden (TMB), microsatellite instability (MSI), and DNA mismatch repair genes (MMRs) were explored using the TCGA cohort. Functional and enrichment analyses were performed by the GeneMANIA database and Gene Set Enrichment Analysis (GSEA), respectively. Cox regression models and Kaplan - Meier curves were used to screen for independent risk factors and estimate brain lower-grade glioma (LGG) survival probability. The Chinese Glioma Genome Atlas (CGGA) database was used to determine whether GPX1 had a race-specific effect on overall survival (OS) in LGG. The cross-interaction between GPX1 and chemoradiotherapy on LGG OS was determined by Kaplan - Meier curves. Logistic regression models of multiplicative interactions were constructed. Furthermore, the relationship between GPX1 and LGG treatment regimens was also explored through the Genomics of Drug Sensitivity in Cancer (GDSC) database.
GPX1 was highly expressed in various tumors, GPX1 overexpression was significantly correlated with the poor prognosis of LGG. GPX1 was found to be an independent predictive factor for LGG in both univariate and multivariate Cox models. The nomogram showed a high predictive accuracy (C-index: 0.804, 95% CI: 0.74-0.86). In addition, GPX1 was significantly associated with TMB, MSI, and MMRs in diverse cancers. GPX1 was involved in IL6/JAK/STAT3, inflammatory response, and apoptosis signaling pathways. Besides, non-radiotherapy, chemotherapy, and low GPX1 expression were important factors affecting the better prognosis of LGG. GPX1 acted as a tumor promoter, which has taken the worst effect on LGG survival, but a multiplicative interaction of GPX1*chemoradiotherapy may improve the poor clinical outcome. GPX1 was negatively correlated with the half inhibition concentration (IC50) of temozolomide (TMZ) (Spearman = -0.44, P = 4.52 ×10).
In LGG patients, high GPX1 expression was linked to a shorter OS. The interaction between GPX1 and chemoradiotherapy exhibits a beneficial clinical effect and chemotherapy was recommended for LGG patients, especially for those with high GPX1 expression. Besides, high GPX1 expression can predict TMZ sensitivity in LGG, providing potential evidence for chemotherapy. On the whole, this study presents a wealth of biological as well as clinical significance for the roles of GPX1 in human tumors, particularly in LGG.
谷胱甘肽过氧化物酶 1(GPX1)是大多数动物组织中的主要硒蛋白,主要表达在细胞的细胞质和线粒体以及某些细胞的过氧化物酶结构中。GPX1 的表达与癌症发生和疾病进展高度相关。本研究旨在确定 GPX1 表达与肿瘤治疗之间的关系,并确定 GPX1 在各种恶性肿瘤中的预后价值。
使用癌症基因组图谱(TCGA)、基因型组织表达(GTEx)和人类蛋白质图谱(HPA)数据库检测人肿瘤组织和正常组织中 GPX1 的表达水平。事实上,使用 TCGA 队列探索了 GPX1 与肿瘤纯度、肿瘤突变负担(TMB)、微卫星不稳定性(MSI)和 DNA 错配修复基因(MMRs)之间的相关性。通过 GeneMANIA 数据库和基因集富集分析(GSEA)分别进行功能和富集分析。Cox 回归模型和 Kaplan-Meier 曲线用于筛选独立风险因素并估计脑低级别胶质瘤(LGG)的生存概率。使用中国胶质瘤基因组图谱(CGGA)数据库确定 GPX1 是否对 LGG 的总生存期(OS)具有种族特异性影响。通过 Kaplan-Meier 曲线确定 GPX1 与 LGG OS 之间的交叉相互作用。构建了乘法相互作用的逻辑回归模型。此外,还通过癌症药物敏感性基因组学(GDSC)数据库探讨了 GPX1 与 LGG 治疗方案之间的关系。
GPX1 在各种肿瘤中高表达,GPX1 过表达与 LGG 的不良预后显著相关。在单变量和多变量 Cox 模型中,GPX1 被发现是 LGG 的独立预测因子。列线图显示出较高的预测准确性(C 指数:0.804,95%CI:0.74-0.86)。此外,GPX1 与多种癌症中的 TMB、MSI 和 MMRs 显著相关。GPX1 参与了 IL6/JAK/STAT3、炎症反应和细胞凋亡信号通路。此外,非放疗、化疗和低 GPX1 表达是影响 LGG 预后的重要因素。GPX1 作为肿瘤促进剂,对 LGG 生存的影响最严重,但 GPX1*放化疗的乘法相互作用可能改善不良的临床结局。GPX1 与替莫唑胺(TMZ)的半抑制浓度(IC50)呈负相关(Spearman = -0.44,P = 4.52×10)。
在 LGG 患者中,高 GPX1 表达与较短的 OS 相关。GPX1 与放化疗的相互作用表现出有益的临床效果,建议对 LGG 患者进行化疗,特别是对高 GPX1 表达的患者。此外,高 GPX1 表达可预测 LGG 中 TMZ 的敏感性,为化疗提供了潜在的证据。总的来说,本研究为 GPX1 在人类肿瘤中的作用提供了丰富的生物学和临床意义,特别是在 LGG 中。