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
  • [41] Multi-omics approaches for understanding environmental exposure and human health
    Eun Jung Koh
    Seung Yong Hwang
    Molecular & Cellular Toxicology, 2019, 15 : 1 - 7
  • [42] Multi-Omics Approaches to Study Molecular Mechanisms in Cannabis sativa
    Sirangelo, Tiziana M.
    Ludlow, Richard A.
    Spadafora, Natasha D.
    PLANTS-BASEL, 2022, 11 (16):
  • [43] Editorial: Multi-Omics Approaches to Study Placental Development and Disease
    Tuteja, Geetu
    Soares, Michael J.
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [44] Editorial: Multi-omics approaches in the study of human disease mechanisms
    Wang, Dapeng
    Agapito, Giuseppe
    FRONTIERS IN BIOINFORMATICS, 2025, 4
  • [45] Multi-Omics Approaches to Improve Meat Quality and Taste Characteristics
    Hwang, Young-Hwa
    Lee, Eun-Yeong
    Lim, Hyen-Tae
    Joo, Seon-Tea
    FOOD SCIENCE OF ANIMAL RESOURCES, 2023, 43 (06) : 1067 - 1086
  • [46] Meeting the complexity of plant nutrient metabolism with multi-omics approaches
    Heyneke, Elmien
    Hoefgen, Rainer
    JOURNAL OF EXPERIMENTAL BOTANY, 2021, 72 (07) : 2261 - 2265
  • [47] A guide to multi-omics data collection and integration for translational medicine
    Athieniti, Efi
    Spyrou, George M.
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2023, 21 : 134 - 149
  • [48] A guide to multi-omics data collection and integration for translational medicine
    Athieniti, Efi
    Spyrou, George M.
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2023, 21 : 134 - 149
  • [49] miRNAs as biomarkers of myocardial infarction: a step forward towards personalized medicine?
    Goretti, Emeline
    Wagner, Daniel R.
    Devaux, Yvan
    TRENDS IN MOLECULAR MEDICINE, 2014, 20 (12) : 716 - 725
  • [50] Precision medicine in colorectal cancer: Leveraging multi-omics, spatial omics, and artificial intelligence
    Xu, Zishan
    Li, Wei
    Dong, Xiangyang
    Chen, Yingying
    Zhang, Dan
    Wang, Jingnan
    Zhou, Lin
    He, Guoyang
    CLINICA CHIMICA ACTA, 2024, 559