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

IF 1.7 4区 医学 Q4 ONCOLOGY Translational cancer research Pub Date : 2024-11-30 Epub Date: 2024-11-27 DOI:10.21037/tcr-24-1860
Dongming Gao, Lin Zhou, Youyuan Bao, Wenyin Shi, Lei Li, Liang Gao
{"title":"Novel cuprotosis-related gene signature: a prognostic indicator and regulator of the glioma immune microenvironment.","authors":"Dongming Gao, Lin Zhou, Youyuan Bao, Wenyin Shi, Lei Li, Liang Gao","doi":"10.21037/tcr-24-1860","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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).</p><p><strong>Results: </strong>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 (<i>SLC31A1</i>), microtubule-associated protein tau (<i>MAPT</i>), ATPase beta (<i>ATP7B</i>), and six-transmembrane epithelial antigen of prostate 3 (<i>STEAP3</i>). This model was found to have strong prognostic ability in the CGGA cohort (P<0.05).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"13 11","pages":"6282-6297"},"PeriodicalIF":1.7000,"publicationDate":"2024-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11651775/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tcr-24-1860","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/11/27 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

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 (SLC31A1), microtubule-associated protein tau (MAPT), ATPase beta (ATP7B), and six-transmembrane epithelial antigen of prostate 3 (STEAP3). 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.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
新的脑胶质瘤相关基因标记:神经胶质瘤免疫微环境的预后指标和调节因子。
背景:神经胶质瘤是一种预后较差的原发性恶性脑肿瘤。胶质瘤相关的生物标志物需要被识别,以实现胶质瘤患者的个性化治疗和预测预后。铜质增生是一种罕见的细胞死亡机制,与肿瘤的疾病进展和免疫微环境密切相关。然而,cuprotosis在胶质瘤中的作用尚不清楚,因此本研究的目的是探讨cuprotosis相关基因在胶质瘤中的作用。方法:利用肿瘤基因组图谱(TCGA)和中国胶质瘤基因组图谱(CGGA)中胶质瘤肿瘤的临床和表达数据,探讨铜质增生与胶质瘤的关系。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(CNVs),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群。我们发现不同的亚群有不同的免疫和生物学特征。然后,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,该模型包括4个铜裂相关基因;即溶质载体家族31成员A1 (SLC31A1)、微管相关蛋白tau (MAPT)、atp酶β (ATP7B)和前列腺3的六跨膜上皮抗原(STEAP3)。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,这些生物标志物对诊断和预后有帮助,可以用来指导我们对胶质瘤发生的进展和治疗的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
Identification of immune-related targets of N6-methyladenosine regulators in hepatocellular carcinoma via RNA-seq analysis. A case report of idiopathic pulmonary fibrosis concurrent with EGFR 19 deletion lung adenocarcinoma. A novel gene signature based on Like-Smith family members-related genes for predicting the prognosis of hepatocellular carcinoma. Improving stratification in HPV-negative head and neck squamous cell carcinoma (HNSCC) using emerging immune-based biomarkers. A multimodal fusion model for bone tumor benign and malignant diagnosis: development and validation with clinical text and radiographs.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1