• 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

泛癌分析塑造了对癌症生物学和医学的理解。

Pan-cancer analysis shapes the understanding of cancer biology and medicine.

作者信息

Cen Xiaoping, Lan Yuanyuan, Zou Jiansheng, Chen Ruilin, Hu Can, Tong Yahan, Zhang Chen, Chen Jingyue, Wang Yuanmei, Zhou Run, He Weiwei, Lu Tianyu, Dubee Fred, Jovic Dragomirka, Dong Wei, Gao Qingqing, Ma Man, Lu Youyong, Xue Yu, Cheng Xiangdong, Li Yixue, Yang Huanming

机构信息

College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China.

HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China.

出版信息

Cancer Commun (Lond). 2025 Jul;45(7):728-746. doi: 10.1002/cac2.70008. Epub 2025 Mar 22.

DOI:10.1002/cac2.70008
PMID:40120098
Abstract

Advances in multi-omics datasets and analytical methods have revolutionized cancer research, offering a comprehensive, pan-cancer perspective. Pan-cancer studies identify shared mechanisms and unique traits across different cancer types, which are reshaping diagnostic and treatment strategies. However, continued innovation is required to refine these approaches and deepen our understanding of cancer biology and medicine. This review summarized key findings from pan-cancer research and  explored their potential to drive future advancements in oncology.

摘要

多组学数据集和分析方法的进展彻底改变了癌症研究,提供了一个全面的泛癌视角。泛癌研究确定了不同癌症类型之间的共同机制和独特特征,正在重塑诊断和治疗策略。然而,需要持续创新来完善这些方法,并加深我们对癌症生物学和医学的理解。本综述总结了泛癌研究的关键发现,并探讨了它们推动肿瘤学未来进展的潜力。

相似文献

1
Pan-cancer analysis shapes the understanding of cancer biology and medicine.泛癌分析塑造了对癌症生物学和医学的理解。
Cancer Commun (Lond). 2025 Jul;45(7):728-746. doi: 10.1002/cac2.70008. Epub 2025 Mar 22.
2
Artificial Intelligence in cancer epigenomics: a review on advances in pan-cancer detection and precision medicine.癌症表观基因组学中的人工智能:泛癌检测与精准医学进展综述
Epigenetics Chromatin. 2025 Jun 14;18(1):35. doi: 10.1186/s13072-025-00595-5.
3
Artificial intelligence entering the pathology arena in oncology: current applications and future perspectives.人工智能进入肿瘤病理学领域:当前应用与未来展望。
Ann Oncol. 2025 Apr 28. doi: 10.1016/j.annonc.2025.03.006.
4
Precision oncology: transforming cancer care through personalized medicine.精准肿瘤学:通过个性化医疗改变癌症治疗方式。
Med Oncol. 2025 Jun 9;42(7):246. doi: 10.1007/s12032-025-02817-y.
5
Precision Neuro-Oncology in Glioblastoma: AI-Guided CRISPR Editing and Real-Time Multi-Omics for Genomic Brain Surgery.胶质母细胞瘤中的精准神经肿瘤学:用于基因组脑手术的人工智能引导的CRISPR编辑和实时多组学技术
Int J Mol Sci. 2025 Jul 30;26(15):7364. doi: 10.3390/ijms26157364.
6
Artificial Intelligence to Enhance Precision Medicine in Cardio-Oncology: A Scientific Statement From the American Heart Association.人工智能助力心血管肿瘤精准医学:美国心脏协会科学声明
Circ Genom Precis Med. 2025 Apr;18(2):e000097. doi: 10.1161/HCG.0000000000000097. Epub 2025 Feb 24.
7
Pan-cancer and multiomics: advanced strategies for diagnosis, prognosis, and therapy in the complex genetic and molecular universe of cancer.泛癌与多组学:癌症复杂遗传和分子领域中的诊断、预后及治疗的先进策略
Clin Transl Oncol. 2024 Dec 26. doi: 10.1007/s12094-024-03819-4.
8
Applications of artificial intelligence multiomics in precision oncology.人工智能多组学在精准肿瘤学中的应用。
J Cancer Res Clin Oncol. 2023 Jan;149(1):503-510. doi: 10.1007/s00432-022-04161-4. Epub 2022 Jul 7.
9
Prescription of Controlled Substances: Benefits and Risks管制药品的处方:益处与风险
10
The present and future of precision oncology and tumor-agnostic therapeutic approaches.精准肿瘤学与肿瘤非特异性治疗方法的现状与未来。
Oncologist. 2025 Jun 4;30(6). doi: 10.1093/oncolo/oyaf152.

引用本文的文献

1
CD99 is a potential diagnostic and immunological biomarker in pan-cancer.CD99是一种泛癌中的潜在诊断和免疫生物标志物。
Discov Oncol. 2025 Aug 18;16(1):1574. doi: 10.1007/s12672-025-03419-w.
2
The Prognostic Significance of TMSB4X in Glioma Patients.TMSB4X在胶质瘤患者中的预后意义
Int J Gen Med. 2025 Jun 6;18:2923-2940. doi: 10.2147/IJGM.S521390. eCollection 2025.

本文引用的文献

1
Deep profiling of gene expression across 18 human cancers.对18种人类癌症的基因表达进行深度分析。
Nat Biomed Eng. 2025 Mar;9(3):333-355. doi: 10.1038/s41551-024-01290-8. Epub 2024 Dec 17.
2
Generative adversarial networks accurately reconstruct pan-cancer histology from pathologic, genomic, and radiographic latent features.生成对抗网络可以从病理、基因组和放射学潜在特征准确重建泛癌组织学。
Sci Adv. 2024 Nov 15;10(46):eadq0856. doi: 10.1126/sciadv.adq0856.
3
Digital profiling of gene expression from histology images with linearized attention.
线性注意力下基于组织学图像的基因表达数字分析。
Nat Commun. 2024 Nov 14;15(1):9886. doi: 10.1038/s41467-024-54182-5.
4
Advancing Cancer Prevention through an AI-Based Integration of Traditional and Western Medicine.通过人工智能整合传统医学和西方医学来推进癌症预防。
Cancer Discov. 2024 Nov 1;14(11):2033-2036. doi: 10.1158/2159-8290.CD-24-0832.
5
Early Cancer Detection Through Comprehensive Mapping of Dynamic Tumorigenesis.通过全面绘制肿瘤动态发生图谱进行早期癌症检测。
Cancer Discov. 2024 Nov 1;14(11):2037-2040. doi: 10.1158/2159-8290.CD-24-0831.
6
Building an Organ-Wide Macroscopic View of Cancer Hallmarks.构建癌症特征的器官整体宏观视图。
7
Tumour evolution and microenvironment interactions in 2D and 3D space.二维和三维空间中的肿瘤进化和微环境相互作用。
Nature. 2024 Oct;634(8036):1178-1186. doi: 10.1038/s41586-024-08087-4. Epub 2024 Oct 30.
8
Pan-cancer proteogenomic landscape of whole-genome doubling reveals putative therapeutic targets in various cancer types.全基因组加倍的泛癌蛋白质基因组图谱揭示了多种癌症类型中潜在的治疗靶点。
Clin Transl Med. 2024 Aug;14(8):e1796. doi: 10.1002/ctm2.1796.
9
A foundation model for clinical-grade computational pathology and rare cancers detection.临床级计算病理学和罕见癌症检测的基础模型。
Nat Med. 2024 Oct;30(10):2924-2935. doi: 10.1038/s41591-024-03141-0. Epub 2024 Jul 22.
10
A deep-learning framework to predict cancer treatment response from histopathology images through imputed transcriptomics.一个深度学习框架,通过转录组学的填补来从组织病理学图像预测癌症治疗反应。
Nat Cancer. 2024 Sep;5(9):1305-1317. doi: 10.1038/s43018-024-00793-2. Epub 2024 Jul 3.