• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

识别铜死亡相关亚型,剖析肿瘤微环境浸润,建立乳腺癌预后模型。

Identification of cuproptosis-related subtypes, characterization of tumor microenvironment infiltration, and development of a prognosis model in breast cancer.

机构信息

Department of General Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, China.

Hubei Key Laboratory of Embryonic Stem Cell Research, Taihe Hospital, Hubei University of Medicine, Shiyan, China.

出版信息

Front Immunol. 2022 Aug 19;13:996836. doi: 10.3389/fimmu.2022.996836. eCollection 2022.

DOI:10.3389/fimmu.2022.996836
PMID:36059516
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9437337/
Abstract

Breast cancer (BC) is now the most frequent and lethal cancer among women. Cuproptosis is a newly identified programmed cell death process that has been connected to tumor therapeutic sensitivity, patient outcomes, and the genesis of cancer. Cuproptosis-related genes (CRGs) are involved in breast cancer, although their roles and potential mechanisms are still unclear. First, we examined the effect of gene mutations and copy number changes on overall survival in 1168 breast cancer samples. Breast cancer patients were split into two molecular categories as determined by the variation in CRG based on clinicopathological traits, overall survival, and cell-infiltrating traits in tumor microenvironments. In addition, we created and validated a CRG score to calculate breast cancer patients' OS. Finally, we created a comprehensive nomogram for the clinical use of the CRG score. Patients whose CRG scores were low showed increased odds of developing OS, a larger mutation load, and immunological activation than those with high CRG scores. The CRG score, the cancer stem cell index, and the responsiveness to chemotherapy or targeted therapies were also shown to be statistically significantly correlated. Our thorough examination of CRGs in breast cancer patients demonstrated that they may be useful predictors of prognosis, clinical characteristics, and tumor microenvironment. These findings provide fresh insight into CRGs in breast cancer and might inspire brand-new approaches to both diagnosing and treating patients there.

摘要

乳腺癌(BC)现在是女性中最常见和最致命的癌症。铜死亡是一种新发现的程序性细胞死亡过程,与肿瘤治疗敏感性、患者预后和癌症发生有关。铜死亡相关基因(CRGs)与乳腺癌有关,但其作用和潜在机制尚不清楚。首先,我们研究了 1168 例乳腺癌样本中基因突变和拷贝数变化对总生存期的影响。根据基于 CRG 的临床病理特征、总生存期和肿瘤微环境中细胞浸润特征的变异,将乳腺癌患者分为两个分子类别。此外,我们创建并验证了一个 CRG 评分来计算乳腺癌患者的 OS。最后,我们为 CRG 评分的临床应用创建了一个综合列线图。CRG 评分低的患者比 CRG 评分高的患者更有可能出现 OS 发展、更大的突变负荷和免疫激活。CRG 评分、癌症干细胞指数以及对化疗或靶向治疗的反应性也显示出统计学上显著相关。我们对乳腺癌患者的 CRGs 进行了全面检查,表明它们可能是预后、临床特征和肿瘤微环境的有用预测因子。这些发现为乳腺癌中的 CRGs 提供了新的见解,并可能为诊断和治疗这些患者提供新的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/7ffc0dee7a3e/fimmu-13-996836-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/39f00892d0bc/fimmu-13-996836-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/f822a6e0f444/fimmu-13-996836-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/3ac1c46150d2/fimmu-13-996836-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/84f9bcb28bf0/fimmu-13-996836-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/d92085c0d139/fimmu-13-996836-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/4f506ad7c006/fimmu-13-996836-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/a7202d59f34c/fimmu-13-996836-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/0967125a3fcc/fimmu-13-996836-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/7ffc0dee7a3e/fimmu-13-996836-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/39f00892d0bc/fimmu-13-996836-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/f822a6e0f444/fimmu-13-996836-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/3ac1c46150d2/fimmu-13-996836-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/84f9bcb28bf0/fimmu-13-996836-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/d92085c0d139/fimmu-13-996836-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/4f506ad7c006/fimmu-13-996836-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/a7202d59f34c/fimmu-13-996836-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/0967125a3fcc/fimmu-13-996836-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/90f3/9437337/7ffc0dee7a3e/fimmu-13-996836-g009.jpg

相似文献

1
Identification of cuproptosis-related subtypes, characterization of tumor microenvironment infiltration, and development of a prognosis model in breast cancer.识别铜死亡相关亚型,剖析肿瘤微环境浸润,建立乳腺癌预后模型。
Front Immunol. 2022 Aug 19;13:996836. doi: 10.3389/fimmu.2022.996836. eCollection 2022.
2
Identification of cuproptosis-related subtypes, construction of a prognosis model, and tumor microenvironment landscape in gastric cancer.鉴定胃癌中与铜死亡相关的亚型,构建预后模型和肿瘤微环境景观。
Front Immunol. 2022 Nov 21;13:1056932. doi: 10.3389/fimmu.2022.1056932. eCollection 2022.
3
Identification of a novel cuproptosis-related gene signature and integrative analyses in patients with lower-grade gliomas.鉴定新型铜死亡相关基因特征并对低级别脑胶质瘤患者进行综合分析。
Front Immunol. 2022 Aug 15;13:933973. doi: 10.3389/fimmu.2022.933973. eCollection 2022.
4
Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer.乳腺癌中铜死亡相关基因的综合分析及肿瘤微环境浸润特征分析。
Front Immunol. 2022 Oct 20;13:978909. doi: 10.3389/fimmu.2022.978909. eCollection 2022.
5
Identification of Cuproptosis-Related Subtypes in Lung Cancer, Characterization of Tumor Microenvironment Infiltration, and Establishment of a Prognostic Model.鉴定肺癌中的铜死亡相关亚型,描绘肿瘤微环境浸润特征,并建立一个预后模型。
Biomed Res Int. 2022 Dec 21;2022:7406636. doi: 10.1155/2022/7406636. eCollection 2022.
6
Cuproptosis-related risk score predicts prognosis and characterizes the tumor microenvironment in colon adenocarcinoma.铜死亡相关风险评分预测结肠腺癌的预后并表征肿瘤微环境。
Front Oncol. 2023 Jun 2;13:1152681. doi: 10.3389/fonc.2023.1152681. eCollection 2023.
7
Comprehensive analysis of cuproptosis-related genes in immune infiltration and prognosis in lung adenocarcinoma.肺腺癌中铜死亡相关基因在免疫浸润和预后中的综合分析
Comput Biol Med. 2023 May;158:106831. doi: 10.1016/j.compbiomed.2023.106831. Epub 2023 Apr 5.
8
Prognostic analysis of cuproptosis-related gene in triple-negative breast cancer.铜死亡相关基因在三阴性乳腺癌中的预后分析。
Front Immunol. 2022 Aug 1;13:922780. doi: 10.3389/fimmu.2022.922780. eCollection 2022.
9
Cuproptosis Regulates Microenvironment and Affects Prognosis in Prostate Cancer.铜死亡调控前列腺癌微环境并影响预后。
Biol Trace Elem Res. 2024 Jan;202(1):99-110. doi: 10.1007/s12011-023-03668-2. Epub 2023 May 8.
10
Development and validation of cuproptosis molecular subtype-related signature for predicting immune prognostic characterization in gliomas.铜死亡分子亚型相关特征的建立和验证,用于预测脑胶质瘤的免疫预后特征。
J Cancer Res Clin Oncol. 2023 Oct;149(13):11499-11515. doi: 10.1007/s00432-023-05021-5. Epub 2023 Jul 1.

引用本文的文献

1
Cuproptosis-related gene as a biomarker of pancreatic adenocarcinoma via multi-omics techniques and experimental validation.通过多组学技术和实验验证,铜死亡相关基因作为胰腺腺癌的生物标志物
Radiol Oncol. 2025 Jul 18. doi: 10.2478/raon-2025-0042.
2
MAMDC2-AS1 Induces Cuproptosis in Relapsed and Refractory Multiple Myeloma.MAMDC2-AS1在复发难治性多发性骨髓瘤中诱导铜死亡
Cancer Rep (Hoboken). 2025 May;8(5):e70216. doi: 10.1002/cnr2.70216.
3
SLC7A11, a disulfidptosis-related gene, correlates with multi-omics prognostic analysis in hepatocellular carcinoma.

本文引用的文献

1
Cuproptosis-Related Risk Score Predicts Prognosis and Characterizes the Tumor Microenvironment in Hepatocellular Carcinoma.铜死亡相关风险评分预测肝细胞癌的预后并描绘肿瘤微环境。
Front Immunol. 2022 Jul 11;13:925618. doi: 10.3389/fimmu.2022.925618. eCollection 2022.
2
A Newly Established Cuproptosis-Associated Long Non-Coding RNA Signature for Predicting Prognosis and Indicating Immune Microenvironment Features in Soft Tissue Sarcoma.一种新建立的与铜死亡相关的长链非编码RNA特征用于预测软组织肉瘤的预后并指示免疫微环境特征
J Oncol. 2022 Jul 6;2022:8489387. doi: 10.1155/2022/8489387. eCollection 2022.
3
Comprehensive Analysis of Cuproptosis-Related Genes in Immune Infiltration and Prognosis in Melanoma.
SLC7A11是一种与双硫死亡相关的基因,与肝细胞癌的多组学预后分析相关。
Eur J Med Res. 2025 Mar 12;30(1):161. doi: 10.1186/s40001-025-02411-y.
4
Subtype cluster analysis unveiled the correlation between m6A- and cuproptosis-related lncRNAs and the prognosis, immune microenvironment, and treatment sensitivity of esophageal cancer.亚型聚类分析揭示了m6A与铜死亡相关lncRNAs之间的相关性以及它们与食管癌预后、免疫微环境和治疗敏感性的关系。
Front Immunol. 2025 Feb 17;16:1539630. doi: 10.3389/fimmu.2025.1539630. eCollection 2025.
5
Targeting the initiator to activate both ferroptosis and cuproptosis for breast cancer treatment: progress and possibility for clinical application.靶向起始因子以激活铁死亡和铜死亡用于乳腺癌治疗:临床应用的进展与可能性
Front Pharmacol. 2025 Jan 10;15:1493188. doi: 10.3389/fphar.2024.1493188. eCollection 2024.
6
A novel necroptosis-related genes signature to predict prognosis and treatment response in bladder cancer.一种用于预测膀胱癌预后和治疗反应的新型坏死性凋亡相关基因特征。
Front Mol Biosci. 2024 Nov 25;11:1493411. doi: 10.3389/fmolb.2024.1493411. eCollection 2024.
7
Identification and validation of mRNA profiles linked to ATP- induced cell death represent a novel prognostic model for breast cancer.鉴定和验证与 ATP 诱导细胞死亡相关的 mRNA 谱代表了一种新的乳腺癌预后模型。
Front Immunol. 2024 Nov 1;15:1483498. doi: 10.3389/fimmu.2024.1483498. eCollection 2024.
8
Construction of a prognostic model based on cuproptosis-related patterns for predicting survival, immune infiltration, and immunotherapy efficacy in breast cancer: Cuproptosis-based prognostic modeling in breast cancer.基于铜死亡相关模式的预测乳腺癌患者生存、免疫浸润和免疫治疗疗效的预后模型的构建:基于铜死亡的乳腺癌预后模型构建。
Medicine (Baltimore). 2024 Nov 1;103(44):e40136. doi: 10.1097/MD.0000000000040136.
9
Elucidating the evolving role of cuproptosis in breast cancer progression.阐明铜死亡在乳腺癌进展中的不断演变的作用。
Int J Biol Sci. 2024 Sep 9;20(12):4872-4887. doi: 10.7150/ijbs.98806. eCollection 2024.
10
Cuproptosis, the novel type of oxidation-induced cell death in thoracic cancers: can it enhance the success of immunotherapy?铜死亡,胸部癌症中新型氧化诱导细胞死亡:它能提高免疫治疗的成功率吗?
Cell Commun Signal. 2024 Jul 27;22(1):379. doi: 10.1186/s12964-024-01743-2.
黑色素瘤中铜死亡相关基因在免疫浸润和预后中的综合分析
Front Pharmacol. 2022 Jun 28;13:930041. doi: 10.3389/fphar.2022.930041. eCollection 2022.
4
A Novel Cuproptosis-Related Prognostic Gene Signature and Validation of Differential Expression in Clear Cell Renal Cell Carcinoma.一个新的铜死亡相关预后基因特征,并在透明细胞肾细胞癌中验证差异表达。
Genes (Basel). 2022 May 10;13(5):851. doi: 10.3390/genes13050851.
5
Cuproptosis: Cellular and molecular mechanisms underlying copper-induced cell death.铜死亡:铜诱导细胞死亡的细胞和分子机制。
Mol Cell. 2022 May 19;82(10):1786-1787. doi: 10.1016/j.molcel.2022.05.001.
6
Cuproptosis: lipoylated TCA cycle proteins-mediated novel cell death pathway.铜死亡:脂酰化三羧酸循环蛋白介导的新型细胞死亡途径。
Signal Transduct Target Ther. 2022 May 13;7(1):158. doi: 10.1038/s41392-022-01014-x.
7
Prognosis and Dissection of Immunosuppressive Microenvironment in Breast Cancer Based on Fatty Acid Metabolism-Related Signature.基于脂肪酸代谢相关特征的乳腺癌免疫抑制微环境的预后与剖析
Front Immunol. 2022 Mar 31;13:843515. doi: 10.3389/fimmu.2022.843515. eCollection 2022.
8
Copper induces cell death by targeting lipoylated TCA cycle proteins.铜通过靶向脂酰化 TCA 循环蛋白诱导细胞死亡。
Science. 2022 Mar 18;375(6586):1254-1261. doi: 10.1126/science.abf0529. Epub 2022 Mar 17.
9
Copper-induced cell death.铜诱导的细胞死亡。
Science. 2022 Mar 18;375(6586):1231-1232. doi: 10.1126/science.abo3959. Epub 2022 Mar 17.
10
Breast cancer: presentation, investigation and management.乳腺癌:临床表现、检查及处理。
Br J Hosp Med (Lond). 2022 Feb 2;83(2):1-7. doi: 10.12968/hmed.2021.0459. Epub 2022 Feb 7.