Multi-Omics Profiling for Health

被引:89
|
作者
Babu, Mohan [1 ]
Snyder, Michael [1 ]
机构
[1] Stanford Univ, Dept Genet, Sch Med, Stanford, CA 94304 USA
基金
美国国家卫生研究院;
关键词
INTEGRATIVE ANALYSIS; CHROMATIN IMMUNOPRECIPITATION; REGULATORY VARIATION; MASS-SPECTROMETRY; PHYSICAL-ACTIVITY; PERSONAL OMICS; RNA; BINDING; METABOLOMICS; OPPORTUNITIES;
D O I
10.1016/j.mcpro.2023.100561
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The world has witnessed a steady rise in both non-infectious and infectious chronic diseases, prompting a cross-disciplinary approach to understand and treating disease. Current medical care focuses on treating people after they become patients rather than preventing illness, leading to high costs in treating chronic and late-stage diseases. Additionally, a "one-size-fits all" approach to health care does not take into account individual differ-ences in genetics, environment, or lifestyle factors, decreasing the number of people benefiting from in-terventions. Rapid advances in omics technologies and progress in computational capabilities have led to the development of multi-omics deep phenotyping, which profiles the interaction of multiple levels of biology over time and empowers precision health approaches. This review highlights current and emerging multi-omics mo-dalities for precision health and discusses applications in the following areas: genetic variation, cardio-metabolic diseases, cancer, infectious diseases, organ trans-plantation, pregnancy, and longevity/aging. We will briefly discuss the potential of multi-omics approaches in dis-entangling host-microbe and host-environmental in-teractions. We will touch on emerging areas of electronic health record and clinical imaging integration with muti-omics for precision health. Finally, we will briefly discuss the challenges in the clinical implementation of multi-omics and its future prospects.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Multi-Omics Profiling Approach to Asthma: An Evolving Paradigm
    Gautam, Yadu
    Johansson, Elisabet
    Mersha, Tesfaye B.
    JOURNAL OF PERSONALIZED MEDICINE, 2022, 12 (01):
  • [2] MOPED 2.5-An Integrated Multi-Omics Resource: Multi-Omics Profiling Expression Database Now Includes Transcriptomics Data
    Montague, Elizabeth
    Stanberry, Larissa
    Higdon, Roger
    Janko, Imre
    Lee, Elaine
    Anderson, Nathaniel
    Choiniere, John
    Stewart, Elizabeth
    Yandl, Gregory
    Broomall, William
    Kolker, Natali
    Kolker, Eugene
    OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY, 2014, 18 (06) : 335 - 343
  • [3] The Need for Multi-Omics Biomarker Signatures in Precision Medicine
    Olivier, Michael
    Asmis, Reto
    Hawkins, Gregory A.
    Howard, Timothy D.
    Cox, Laura A.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (19)
  • [4] Mass spectrometry for mitochondrial multi-omics
    Wang, Zengyu
    Liu, Baohong
    Lin, Ling
    Qiao, Liang
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2023, 163
  • [5] The importance of multi-omics approaches for the health assessment of freshwater ecosystems
    Nam, Sang-Eun
    Bae, Dae-Yeul
    Ki, Jang-Seu
    Ahn, Chi-Yong
    Rhee, Jae-Sung
    MOLECULAR & CELLULAR TOXICOLOGY, 2023, 19 (01) : 3 - 11
  • [6] Proximity Labeling Techniques: A Multi-Omics Toolbox
    Shkel, Olha
    Kharkivska, Yevheniia
    Kim, Yun Kyung
    Lee, Jun-Seok
    CHEMISTRY-AN ASIAN JOURNAL, 2022, 17 (02)
  • [7] Multi-Omics Approach in Amelioration of Food Products
    Dutta, Bandita
    Lahiri, Dibyajit
    Nag, Moupriya
    Abukhader, Rose
    Sarkar, Tanmay
    Pati, Siddhartha
    Upadhye, Vijay
    Pandit, Soumya
    Amin, Mohamad Faiz Mohd
    Al Tawaha, Abdel Rahman Mohammad Said
    Kumar, Manoj
    Ray, Rina Rani
    FRONTIERS IN MICROBIOLOGY, 2022, 13
  • [8] Multi-omics profiling reveals microRNA-mediated insulin signaling networks
    Lin, Yang-Chi-Dung
    Huang, Hsi-Yuan
    Shrestha, Sirjana
    Chou, Chih-Hung
    Chen, Yen-Hua
    Chen, Chi-Ru
    Hong, Hsiao-Chin
    Li, Jing
    Chang, Yi-An
    Chiew, Men-Yee
    Huang, Ya-Rong
    Tu, Siang-Jyun
    Sun, Ting-Hsuan
    Weng, Shun-Long
    Tseng, Ching-Ping
    Huang, Hsien-Da
    BMC BIOINFORMATICS, 2020, 21 (Suppl 13)
  • [9] Multi-Omics Profiling of Candida albicans Grown on Solid Versus Liquid Media
    Alhameed, Rouba Abdulsalam
    Semreen, Mohammad H.
    Hamad, Mohamad
    Giddey, Alexander D.
    Sulaiman, Ashna
    Al Bataineh, Mohammad T.
    Al-Hroub, Hamza M.
    Bustanji, Yasser
    Alzoubi, Karem H.
    Soares, Nelson C.
    MICROORGANISMS, 2023, 11 (12)
  • [10] The importance of multi-omics approaches for the health assessment of freshwater ecosystems
    Sang-Eun Nam
    Dae-Yeul Bae
    Jang-Seu Ki
    Chi-Yong Ahn
    Jae-Sung Rhee
    Molecular & Cellular Toxicology, 2023, 19 : 3 - 11