A Commentary on Multi-omics Data Integration in Systems Vaccinology

被引:1
|
作者
Shannon, Casey P. [1 ]
Lee, Amy H. Y. [2 ]
Tebbutt, Scott J. [1 ,3 ,4 ]
Singh, Amrit [4 ,5 ,6 ]
机构
[1] PROOF Ctr Excellence, Vancouver, BC, Canada
[2] Simon Fraser Univ, Dept Mol Biol & Biochem, Burnaby, BC, Canada
[3] Univ British Columbia, Dept Med, Vancouver, BC, Canada
[4] Ctr Heart Lung Innovat, Vancouver, BC, Canada
[5] Univ British Columbia, Dept Anesthesiol Pharmacol & Therapeut, Vancouver, BC, Canada
[6] Rm 166,1081 Burrard St, Vancouver, BC V6Z 1Y6, Canada
关键词
PATHWAY ENRICHMENT ANALYSIS; SEASONAL INFLUENZA; SINGLE; VACCINATION; DISCOVERY; EXPLORATION; PREDICTION; PROGNOSIS; INSIGHTS; IMMUNITY;
D O I
10.1016/j.jmb.2024.168522
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
[No abstract available]
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Emerging technologies for systems vaccinology - multi-omics integration and single-cell (epi)genomic profiling
    Wimmers, Florian
    Pulendran, Bali
    CURRENT OPINION IN IMMUNOLOGY, 2020, 65 : 57 - 64
  • [2] Survey on Multi-omics, and Multi-omics Data Analysis, Integration and Application
    Shahrajabian, Mohamad Hesam
    Sun, Wenli
    CURRENT PHARMACEUTICAL ANALYSIS, 2023, 19 (04) : 267 - 281
  • [3] Machine learning for multi-omics data integration in cancer
    Cai, Zhaoxiang
    Poulos, Rebecca C.
    Liu, Jia
    Zhong, Qing
    ISCIENCE, 2022, 25 (02)
  • [4] Multi-Omics Factor Analysis-a framework for unsupervised integration of multi-omics data sets
    Argelaguet, Ricard
    Velten, Britta
    Arnol, Damien
    Dietrich, Sascha
    Zenz, Thorsten
    Marioni, John C.
    Buettner, Florian
    Huber, Wolfgang
    Stegle, Oliver
    MOLECULAR SYSTEMS BIOLOGY, 2018, 14 (06)
  • [5] Multi-omics data integration considerations and study design for biological systems and disease
    Graw, Stefan
    Chappell, Kevin
    Washam, Charity L.
    Gies, Allen
    Bird, Jordan
    Robeson, Michael S., II
    Byrum, Stephanie D.
    MOLECULAR OMICS, 2021, 17 (02) : 170 - 185
  • [6] Multi-omics Data Integration, Interpretation, and Its Application
    Subramanian, Indhupriya
    Verma, Srikant
    Kumar, Shiva
    Jere, Abhay
    Anamika, Krishanpal
    BIOINFORMATICS AND BIOLOGY INSIGHTS, 2020, 14
  • [7] Unsupervised Multi-Omics Data Integration Methods: A Comprehensive Review
    Vahabi, Nasim
    Michailidis, George
    FRONTIERS IN GENETICS, 2022, 13
  • [8] Integration strategies of multi-omics data for machine learning analysis
    Picard, Milan
    Scott-Boyer, Marie -Pier
    Bodein, Antoine
    Perin, Olivier
    Droit, Arnaud
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2021, 19 : 3735 - 3746
  • [9] Integration of artificial intelligence and multi-omics in kidney diseases
    Zhou, Xu-Jie
    Zhong, Xu-Hui
    Duan, Li-Xin
    FUNDAMENTAL RESEARCH, 2023, 3 (01): : 126 - 148
  • [10] Evaluation and comparison of multi-omics data integration methods for cancer subtyping
    Duan, Ran
    Gao, Lin
    Gao, Yong
    Hu, Yuxuan
    Xu, Han
    Huang, Mingfeng
    Song, Kuo
    Wang, Hongda
    Dong, Yongqiang
    Jiang, Chaoqun
    Zhang, Chenxing
    Jia, Songwei
    PLOS COMPUTATIONAL BIOLOGY, 2021, 17 (08)