Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Genomics02:02

Genomics

39.5K
Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
39.5K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Unlocking the prognostic power of pathomics in bladder cancer: a machine learning odyssey across multiple centers.

BMC medical imaging·2026
Same author

Risk factors and a prediction nomogram for intracranial atherosclerotic stenosis in patients with cancer-related cerebral infarction.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association·2026
Same author

VEGF-C maturation mediated by CircFOCAD-orchestrated CCBE1 and ADAM10 expression in nuclear-cytoplasmic synergy drives lymphatic metastasis.

Oncogene·2026
Same author

Study on the canopy structure and light distribution of <i>Hippophae rhamnoides</i> at different ages.

Frontiers in plant science·2026
Same author

Characterization and antibacterial efficacy of <i>Streptomyces</i> sp. NELs-40 against <i>Staphylococcus aureus</i>.

Frontiers in microbiology·2026
Same author

Two decades of research on drug resistance in renal cell carcinoma.

Discover oncology·2026

相关实验视频

Updated: Jan 9, 2026

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
08:51

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

Published on: September 20, 2024

2.0K

GL-Fusion:一种基于图形级结构融合和位置级特征融合的多奥米克集成方法,用于癌症亚型分类.

Kaiwen Tan, Qi Wei, Min Luo

    IEEE journal of biomedical and health informatics
    |December 10, 2025
    PubMed
    概括

    我们开发了GL-Fusion,这是一种用于多omics癌症亚型的新方法. 它整合了图形结构和特征信息,优于现有的方法,使用多omics数据对癌症亚型进行分类.

    更多相关视频

    Oncogenic Gene Fusion Detection Using Anchored Multiplex Polymerase Chain Reaction Followed by Next Generation Sequencing
    09:49

    Oncogenic Gene Fusion Detection Using Anchored Multiplex Polymerase Chain Reaction Followed by Next Generation Sequencing

    Published on: July 5, 2019

    9.9K
    Author Spotlight: Unveiling Transmembrane Protein Family-Related Markers in Gastric Cancer and Implications for Targeted Therapies
    07:47

    Author Spotlight: Unveiling Transmembrane Protein Family-Related Markers in Gastric Cancer and Implications for Targeted Therapies

    Published on: September 15, 2023

    2.1K

    相关实验视频

    Last Updated: Jan 9, 2026

    Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
    08:51

    Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts

    Published on: September 20, 2024

    2.0K
    Oncogenic Gene Fusion Detection Using Anchored Multiplex Polymerase Chain Reaction Followed by Next Generation Sequencing
    09:49

    Oncogenic Gene Fusion Detection Using Anchored Multiplex Polymerase Chain Reaction Followed by Next Generation Sequencing

    Published on: July 5, 2019

    9.9K
    Author Spotlight: Unveiling Transmembrane Protein Family-Related Markers in Gastric Cancer and Implications for Targeted Therapies
    07:47

    Author Spotlight: Unveiling Transmembrane Protein Family-Related Markers in Gastric Cancer and Implications for Targeted Therapies

    Published on: September 15, 2023

    2.1K

    科学领域:

    • 生物信息学是一种生物信息学.
    • 计算生物学 计算生物学
    • 基因组学就是基因组学.

    背景情况:

    • 多omics数据为癌症亚型分类提供了新的途径.
    • 基于图形的方法可以模拟基因关联,但与高维数据和复杂的原子间关系作斗争.
    • 现有的方法往往侧重于图形结构或特征级融合,限制了全面的建模.

    研究的目的:

    • 提出GL-Fusion,一种新的多学科整合方法.
    • 结合图层结构融合和位置层特征融合,以增强癌症亚型分类.
    • 解决现有的图形构造和多omics融合技术的局限性.

    主要方法:

    • 开发了GL-Fusion,使用相似性网络融合集成多omics基因基因图.
    • 使用结构和蛋白质-蛋白质相互作用网络优化图形结构.
    • 用于多omics的位置级图形卷积网络的功能集成和融合表示学习.

    主要成果:

    • 在四个数据集 (BRCA,HNSC,LGG,THCA) 中,GL-Fusion在癌症亚型分类方面表现出卓越的表现.
    • 超越了12种代表性的多奥米克癌症亚型化方法.
    • 废除研究和跨学科关联评估验证了该方法的有效性.

    结论:

    • 通过结合图形和特征融合,GL-Fusion有效地集成多omics数据.
    • 该方法提高了癌症亚型分类的准确性.
    • 在癌症研究中,GL-Fusion提供了一个强大的框架,可以利用复杂的多omics数据.