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新型铜死亡相关基因特征:一种胶质瘤免疫微环境的预后指标和调节因子。

Novel cuprotosis-related gene signature: a prognostic indicator and regulator of the glioma immune microenvironment.

作者信息

Gao Dongming, Zhou Lin, Bao Youyuan, Shi Wenyin, Li Lei, Gao Liang

机构信息

Shanghai Clinical College, Anhui Medical University, Shanghai, China.

Department of Neurosurgery, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China.

出版信息

Transl Cancer Res. 2024 Nov 30;13(11):6282-6297. doi: 10.21037/tcr-24-1860. Epub 2024 Nov 27.

Abstract

BACKGROUND

Glioma is a primary malignant brain tumor with a poor prognosis. Glioma-related biomarkers need to be identified to enable the personalized treatment of and predict the prognosis of glioma patients. Cuproptosis is an unusual mechanism of cell death, and is closely associated with disease progression and the immune-microenvironment of the tumor. However, the function of cuproptosis in glioma is still unclear, therefore the aim of this study was to investigate the role of cuproptosis-related genes in gliomas.

METHODS

We examined the relationship between cuproptosis and glioma using the clinical and expression data of glioma tumors from The Cancer Genome Atlas (TCGA) and the Chinese Glioma Genome Atlas (CGGA).

RESULTS

First, we determined the rate of somatic mutations and copy number variations (CNVs) of 51 copper homeostasis-related genes and studied their correlation with prognosis. We then identified three molecular subgroups of copper homeostasis-related genes linked to prognosis. We discovered that different subgroups had distinct immune and biological features. We then developed a prognostic model by least absolute shrinkage and selection operator (LASSO) regression that comprised four cuproptosis-related genes; that is, a solute carrier family 31 member A1 (), microtubule-associated protein tau (), ATPase beta (), and six-transmembrane epithelial antigen of prostate 3 (). This model was found to have strong prognostic ability in the CGGA cohort (P<0.05).

CONCLUSIONS

We investigated the function of copper homeostasis-related genes in neuroglioma and their relationship with tumor immunology. Our in-depth analyses revealed that these biomarkers are useful for diagnostic and prognostic purposes and could be used to guide our understanding of the progression of and treatment of glioma tumorigenesis.

摘要

背景

胶质瘤是一种预后较差的原发性恶性脑肿瘤。需要鉴定胶质瘤相关生物标志物,以实现胶质瘤患者的个性化治疗并预测其预后。铜死亡是一种不寻常的细胞死亡机制,与疾病进展和肿瘤免疫微环境密切相关。然而,铜死亡在胶质瘤中的功能仍不清楚,因此本研究的目的是探讨铜死亡相关基因在胶质瘤中的作用。

方法

我们使用来自癌症基因组图谱(TCGA)和中国胶质瘤基因组图谱(CGGA)的胶质瘤肿瘤临床和表达数据,研究铜死亡与胶质瘤之间的关系。

结果

首先,我们确定了51个铜稳态相关基因的体细胞突变率和拷贝数变异(CNV),并研究了它们与预后的相关性。然后,我们确定了与预后相关的铜稳态相关基因的三个分子亚组。我们发现不同亚组具有不同的免疫和生物学特征。随后,我们通过最小绝对收缩和选择算子(LASSO)回归建立了一个预后模型,该模型包含四个铜死亡相关基因,即溶质载体家族31成员A1()、微管相关蛋白tau()、ATP酶β()和前列腺六跨膜上皮抗原3()。该模型在CGGA队列中具有很强的预后能力(P<0.05)。

结论

我们研究了铜稳态相关基因在神经胶质瘤中的功能及其与肿瘤免疫学的关系。我们的深入分析表明,这些生物标志物可用于诊断和预后目的,并可用于指导我们对胶质瘤肿瘤发生进展和治疗的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f931/11651775/4e13b41de9d1/tcr-13-11-6282-f1.jpg

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