From multi-omics approaches to personalized medicine in myocardial infarction

被引:14
|
作者
Zhan, Chaoying [1 ,2 ]
Tang, Tong [1 ,2 ]
Wu, Erman [1 ,2 ]
Zhang, Yuxin [1 ,2 ,3 ]
He, Mengqiao [1 ,2 ]
Wu, Rongrong [1 ,2 ]
Bi, Cheng [1 ,2 ,3 ]
Wang, Jiao [1 ,2 ]
Zhang, Yingbo [1 ,2 ,4 ]
Shen, Bairong [1 ,2 ]
机构
[1] Sichuan Univ, West China Hosp, Frontiers Sci Ctr Dis, Chengdu, Peoples R China
[2] Sichuan Univ, West China Hosp, Inst Syst Genet, Frontiers Sci Ctr Dis, Chengdu, Peoples R China
[3] Sichuan Univ, Coll Life Sci, Key Lab Bioresource & Ecoenvironm, Minist Educ, Chengdu, Peoples R China
[4] Chinese Acad Trop Agr Sci, Trop Crops Genet Resources Inst, Haikou, Peoples R China
来源
FRONTIERS IN CARDIOVASCULAR MEDICINE | 2023年 / 10卷
基金
中国国家自然科学基金;
关键词
myocardial infarction; multi-omics; personalized medicine; single-omics; integrative analysis; ANGIOTENSIN-CONVERTING ENZYME; CORONARY-ARTERY-DISEASE; DNA METHYLATION; GENE POLYMORPHISM; BLOOD-GROUP; INFLAMMATORY RESPONSE; POTENTIAL BIOMARKERS; CARDIAC FIBROSIS; ISCHEMIC-STROKE; HEART-DISEASE;
D O I
10.3389/fcvm.2023.1250340
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Myocardial infarction (MI) is a prevalent cardiovascular disease characterized by myocardial necrosis resulting from coronary artery ischemia and hypoxia, which can lead to severe complications such as arrhythmia, cardiac rupture, heart failure, and sudden death. Despite being a research hotspot, the etiological mechanism of MI remains unclear. The emergence and widespread use of omics technologies, including genomics, transcriptomics, proteomics, metabolomics, and other omics, have provided new opportunities for exploring the molecular mechanism of MI and identifying a large number of disease biomarkers. However, a single-omics approach has limitations in understanding the complex biological pathways of diseases. The multi-omics approach can reveal the interaction network among molecules at various levels and overcome the limitations of the single-omics approaches. This review focuses on the omics studies of MI, including genomics, epigenomics, transcriptomics, proteomics, metabolomics, and other omics. The exploration extended into the domain of multi-omics integrative analysis, accompanied by a compilation of diverse online resources, databases, and tools conducive to these investigations. Additionally, we discussed the role and prospects of multi-omics approaches in personalized medicine, highlighting the potential for improving diagnosis, treatment, and prognosis of MI.
引用
收藏
页数:30
相关论文
共 50 条
  • [1] Myocardial infarction complexity: A multi-omics approach
    Liu, Xiaolan
    Wang, Lulu
    Wang, Yan
    Qiao, Xiaorong
    Chen, Nuo
    Liu, Fangqian
    Zhou, Xiaoxiang
    Wang, Hua
    Shen, Hongxing
    CLINICA CHIMICA ACTA, 2024, 552
  • [2] From Multi-Omics Approaches to Precision Medicine in Amyotrophic Lateral Sclerosis
    Morello, Giovanna
    Salomone, Salvatore
    D'Agata, Velia
    Conforti, Francesca Luisa
    Cavallaro, Sebastiano
    FRONTIERS IN NEUROSCIENCE, 2020, 14
  • [3] Microbiome Research and Multi-Omics Integration for Personalized Medicine in Asthma
    Logotheti, Marianthi
    Agioutantis, Panagiotis
    Katsaounou, Paraskevi
    Loutrari, Heleni
    JOURNAL OF PERSONALIZED MEDICINE, 2021, 11 (12):
  • [4] Opportunities for Computational Techniques for Multi-Omics Integrated Personalized Medicine
    Yuan Zhang
    Yue Cheng
    Kebin Jia
    Aidong Zhang
    Tsinghua Science and Technology, 2014, 19 (06) : 545 - 558
  • [5] Opportunities for Computational Techniques for Multi-Omics Integrated Personalized Medicine
    Zhang, Yuan
    Cheng, Yue
    Jia, Kebin
    Zhang, Aidong
    TSINGHUA SCIENCE AND TECHNOLOGY, 2014, 19 (06) : 545 - 558
  • [6] Multi-Omics Approaches in Immunological Research
    Chu, Xiaojing
    Zhang, Bowen
    Koeken, Valerie A. C. M.
    Gupta, Manoj Kumar
    Li, Yang
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [7] From flesh to bones: Multi-omics approaches in forensic science
    Procopio, Noemi
    Bonicelli, Andrea
    PROTEOMICS, 2024, 24 (12-13)
  • [8] Advances in applying of multi-omics approaches in the research of systemic lupus erythematosus Summarization of biomarkers from different omics, and discussion of challenges and advances in integrative analysis of multi-omics in SLE studies
    Song, Wencong
    Tang, Donge
    Chen, Deheng
    Zheng, Fengping
    Huang, Shaoying
    Xu, Yong
    Yu, Haiyan
    He, Jingquan
    Hong, Xiaoping
    Yin, Lianghong
    Liu, Dongzhou
    Dai, Weier
    Dai, Yong
    INTERNATIONAL REVIEWS OF IMMUNOLOGY, 2020, 39 (04) : 163 - 173
  • [9] Advancement in Multi-omics approaches for Uterine Sarcoma
    Wang, Wuyang
    Hu, Yu
    Fu, Fangfang
    Ren, Wu
    Wang, Tian
    Wang, Shixuan
    Li, Yan
    BIOMARKER RESEARCH, 2024, 12 (01)
  • [10] Integration of solutions and services for multi-omics data analysis towards personalized medicine
    Reska, Daniel
    Czajkowski, Marcin
    Jurczuk, Krzysztof
    Boldak, Cezary
    Kwedlo, Wojciech
    Bauer, Witold
    Koszelew, Jolanta
    Kretowski, Marek
    BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2021, 41 (04) : 1646 - 1663