• 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

鉴定与多种癌症患者预后和免疫治疗反应相关的独特肿瘤内皮细胞相关基因表达特征。

Identification of a distinct tumor endothelial cell-related gene expression signature associated with patient prognosis and immunotherapy response in multiple cancers.

作者信息

Zhuo Xianhua, Huang Cheng, Su Liangping, Liang Faya, Xie Wenqian, Xu Qiuping, Han Ping, Huang Xiaoming, Wong Ping-Pui

机构信息

Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Guangdong-Hong Kong Joint Laboratory for RNA Medicine, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, China.

Department of Otolaryngology, Head and Neck Surgery, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, China.

出版信息

J Cancer Res Clin Oncol. 2023 Sep;149(12):9635-9655. doi: 10.1007/s00432-023-04848-2. Epub 2023 May 25.

DOI:10.1007/s00432-023-04848-2
PMID:37227522
Abstract

BACKGROUND

Tumor endothelial cells (TECs) play a significant role in regulating the tumor microenvironment, drug response, and immune cell activities in various cancers. However, the association between TEC gene expression signature and patient prognosis or therapeutic response remains poorly understood.

METHODS

We analyzed transcriptomics data of normal and tumor endothelial cells obtained from the GEO database to identify differentially expressed genes (DEGs) associated with TECs. We then compared these DEGs with those commonly found across five different tumor types from the TCGA database to determine their prognostic relevance. Using these genes, we constructed a prognostic risk model integrated with clinical features to develop a nomogram model, which we validated through biological experiments.

RESULTS

We identified 12 TEC-related prognostic genes across multiple tumor types, of which five genes were sufficient to construct a prognostic risk model with an AUC of 0.682. The risk scores effectively predicted patient prognosis and immunotherapeutic response. Our newly developed nomogram model provided more accurate prognostic estimates of cancer patients than the TNM staging method (AUC = 0.735) and was validated using external patient cohorts. Finally, RT-PCR and immunohistochemical analyses indicated that the expression of these 5 TEC-related prognostic genes was up-regulated in both patient-derived tumors and cancer cell lines, while depletion of the hub genes reduced cancer cell growth, migration and invasion, and enhanced their sensitivity to gemcitabine or cytarabine.

CONCLUSIONS

Our study discovered the first TEC-related gene expression signature that can be used to construct a prognostic risk model for guiding treatment options in multiple cancers.

摘要

背景

肿瘤内皮细胞(TECs)在调节多种癌症的肿瘤微环境、药物反应和免疫细胞活性中发挥着重要作用。然而,TEC基因表达特征与患者预后或治疗反应之间的关联仍知之甚少。

方法

我们分析了从GEO数据库获得的正常和肿瘤内皮细胞的转录组学数据,以鉴定与TECs相关的差异表达基因(DEGs)。然后,我们将这些DEGs与来自TCGA数据库的五种不同肿瘤类型中常见的DEGs进行比较,以确定它们的预后相关性。利用这些基因,我们构建了一个结合临床特征的预后风险模型,以开发一个列线图模型,并通过生物学实验对其进行验证。

结果

我们在多种肿瘤类型中鉴定出12个与TEC相关的预后基因,其中5个基因足以构建一个AUC为0.682的预后风险模型。风险评分有效地预测了患者的预后和免疫治疗反应。我们新开发的列线图模型比TNM分期方法(AUC = 0.735)能更准确地预测癌症患者的预后,并使用外部患者队列进行了验证。最后,RT-PCR和免疫组化分析表明,这5个与TEC相关的预后基因在患者来源的肿瘤和癌细胞系中均上调,而关键基因的缺失则降低了癌细胞的生长、迁移和侵袭能力,并增强了它们对吉西他滨或阿糖胞苷的敏感性。

结论

我们的研究发现了首个与TEC相关的基因表达特征,可用于构建预后风险模型,以指导多种癌症的治疗选择。

相似文献

1
Identification of a distinct tumor endothelial cell-related gene expression signature associated with patient prognosis and immunotherapy response in multiple cancers.鉴定与多种癌症患者预后和免疫治疗反应相关的独特肿瘤内皮细胞相关基因表达特征。
J Cancer Res Clin Oncol. 2023 Sep;149(12):9635-9655. doi: 10.1007/s00432-023-04848-2. Epub 2023 May 25.
2
Construction and validation of a lipid metabolism-related genes prognostic signature for skin cutaneous melanoma.皮肤黑色素瘤脂质代谢相关基因预后特征的构建与验证
Biochem Biophys Res Commun. 2025 May 29;775:152115. doi: 10.1016/j.bbrc.2025.152115.
3
Molecular subtypes of lung adenocarcinoma patients for prognosis and therapeutic response prediction with machine learning on 13 programmed cell death patterns.基于 13 种程序性细胞死亡模式的机器学习对肺腺癌患者预后和治疗反应预测的分子亚型。
J Cancer Res Clin Oncol. 2023 Oct;149(13):11351-11368. doi: 10.1007/s00432-023-05000-w. Epub 2023 Jun 28.
4
Bioinformatics identification and validation of m6A/m1A/m5C/m7G/ac4 C-modified genes in oral squamous cell carcinoma.口腔鳞状细胞癌中m6A/m1A/m5C/m7G/ac4C修饰基因的生物信息学鉴定与验证
BMC Cancer. 2025 Jul 1;25(1):1055. doi: 10.1186/s12885-025-14216-7.
5
Integrated proteomics and transcriptomics analysis reveals key regulatory genes between ER-positive/PR-positive and ER-positive/PR-negative breast cancer.整合蛋白质组学和转录组学分析揭示雌激素受体阳性/孕激素受体阳性与雌激素受体阳性/孕激素受体阴性乳腺癌之间的关键调控基因。
BMC Cancer. 2025 Jul 1;25(1):1048. doi: 10.1186/s12885-025-14451-y.
6
Identification and validation of cancer-associated fibroblast-related subtypes and the prognosis model of biochemical recurrence in prostate cancer based on single-cell and bulk RNA sequencing.基于单细胞和 bulk RNA 测序的前列腺癌中与癌症相关成纤维细胞相关亚型的鉴定和验证,以及生化复发的预后模型。
J Cancer Res Clin Oncol. 2023 Oct;149(13):11379-11395. doi: 10.1007/s00432-023-05011-7. Epub 2023 Jun 28.
7
Are Current Survival Prediction Tools Useful When Treating Subsequent Skeletal-related Events From Bone Metastases?当前的生存预测工具在治疗骨转移后的骨骼相关事件时有用吗?
Clin Orthop Relat Res. 2024 Sep 1;482(9):1710-1721. doi: 10.1097/CORR.0000000000003030. Epub 2024 Mar 22.
8
Comprehensive pan-cancer analysis reveals NTN1 as an immune infiltrate risk factor and its potential prognostic value in SKCM.全面的泛癌分析揭示NTN1作为一种免疫浸润风险因素及其在皮肤黑色素瘤中的潜在预后价值。
Sci Rep. 2025 Jan 25;15(1):3223. doi: 10.1038/s41598-025-85444-x.
9
Identification a unique disulfidptosis classification regarding prognosis and immune landscapes in thyroid carcinoma and providing therapeutic strategies.鉴定甲状腺癌中关于预后和免疫景观的独特二硫键病分类,并提供治疗策略。
J Cancer Res Clin Oncol. 2023 Oct;149(13):11157-11170. doi: 10.1007/s00432-023-05006-4. Epub 2023 Jun 22.
10
A novel copper-induced cell death-related lncRNA prognostic signature associated with immune infiltration and clinical value in gastric cancer.一种新型铜诱导细胞死亡相关 lncRNA 预后标志物与胃癌免疫浸润和临床价值相关。
J Cancer Res Clin Oncol. 2023 Sep;149(12):10543-10559. doi: 10.1007/s00432-023-04916-7. Epub 2023 Jun 8.

引用本文的文献

1
Dissecting the endothelial cell landscape in meningioma: single-cell insights into + subpopulations and their role in tumor angiogenesis.剖析脑膜瘤中的内皮细胞格局:单细胞视角洞察亚群及其在肿瘤血管生成中的作用
Front Immunol. 2025 May 27;16:1591125. doi: 10.3389/fimmu.2025.1591125. eCollection 2025.

本文引用的文献

1
Sangerbox: A comprehensive, interaction-friendly clinical bioinformatics analysis platform.Sangerbox:一个全面的、用户交互友好的临床生物信息学分析平台。
Imeta. 2022 Jul 8;1(3):e36. doi: 10.1002/imt2.36. eCollection 2022 Sep.
2
Combination therapies for cancer: challenges and opportunities.癌症的联合治疗:挑战与机遇。
BMC Med. 2023 May 4;21(1):171. doi: 10.1186/s12916-023-02852-4.
3
Applications of single-cell RNA sequencing in drug discovery and development.单细胞 RNA 测序在药物发现和开发中的应用。
Nat Rev Drug Discov. 2023 Jun;22(6):496-520. doi: 10.1038/s41573-023-00688-4. Epub 2023 Apr 28.
4
Targeting angiogenesis in oncology, ophthalmology and beyond.针对肿瘤学、眼科及其他领域的血管生成。
Nat Rev Drug Discov. 2023 Jun;22(6):476-495. doi: 10.1038/s41573-023-00671-z. Epub 2023 Apr 11.
5
Targeting Src reactivates pyroptosis to reverse chemoresistance in lung and pancreatic cancer models.靶向Src可重新激活细胞焦亡,以逆转肺癌和胰腺癌模型中的化疗耐药性。
Sci Transl Med. 2023 Jan 11;15(678):eabl7895. doi: 10.1126/scitranslmed.abl7895.
6
Durvalumab with or without tremelimumab versus the EXTREME regimen as first-line treatment for recurrent or metastatic squamous cell carcinoma of the head and neck: KESTREL, a randomized, open-label, phase III study.度伐利尤单抗联合或不联合曲美木单抗对比EXTREME方案作为复发性或转移性头颈部鳞状细胞癌一线治疗的疗效:KESTREL,一项随机、开放标签的III期研究。
Ann Oncol. 2023 Mar;34(3):262-274. doi: 10.1016/j.annonc.2022.12.008. Epub 2022 Dec 16.
7
Ceramide kinase confers tamoxifen resistance in estrogen receptor-positive breast cancer by altering sphingolipid metabolism.神经酰胺激酶通过改变神经酰胺代谢赋予雌激素受体阳性乳腺癌对他莫昔芬的耐药性。
Pharmacol Res. 2023 Jan;187:106558. doi: 10.1016/j.phrs.2022.106558. Epub 2022 Nov 21.
8
Endothelial Rap1B mediates T-cell exclusion to promote tumor growth: a novel mechanism underlying vascular immunosuppression.内皮细胞 Rap1B 介导 T 细胞排斥以促进肿瘤生长:血管免疫抑制的新机制。
Angiogenesis. 2023 May;26(2):265-278. doi: 10.1007/s10456-022-09862-5. Epub 2022 Nov 20.
9
PD1CD8 Cells Are an Independent Prognostic Marker in Patients with Head and Neck Cancer.程序性死亡蛋白1阳性的CD8细胞是头颈癌患者的独立预后标志物。
Biomedicines. 2022 Nov 3;10(11):2794. doi: 10.3390/biomedicines10112794.
10
Neutrophils as immune effector cells in antibody therapy in cancer.中性粒细胞作为癌症抗体治疗中的免疫效应细胞。
Immunol Rev. 2023 Mar;314(1):280-301. doi: 10.1111/imr.13159. Epub 2022 Nov 4.