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
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
  • [21] Advances in multi-omics approaches in chronic disease
    Kleinjans, Jos
    TOXICOLOGY LETTERS, 2016, 258 : S33 - S33
  • [22] Multi-omics Approaches to Improve Animal Production
    Diniz, Wellison Jarles Da Silva
    Ward, Alison K.
    JOURNAL OF ANIMAL SCIENCE, 2021, 99 : 20 - 20
  • [23] Multi-Omics Approaches in Genetic Epidemiology Studies
    Kechris, Katerina
    GENETIC EPIDEMIOLOGY, 2017, 41 (07) : 644 - 644
  • [24] Multi-omics approaches to improve malaria therapy
    Zhou, Min
    Varol, Ayseguel
    Efferth, Thomas
    PHARMACOLOGICAL RESEARCH, 2021, 167
  • [25] Multi-omics approaches to study platelet mechanisms
    Solari, Fiorella A.
    Krahn, Daniel
    Swieringa, Frauke
    Verhelst, Steven
    Rassaf, Tienush
    Tasdogan, Alpaslan
    Zahedi, Rene P.
    Lorenz, Kristina
    Renne, Thomas
    Heemskerk, Johan W. M.
    Sickmann, Albert
    CURRENT OPINION IN CHEMICAL BIOLOGY, 2023, 73
  • [26] 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)
  • [27] MULTI-OMICS TO EDGE INTO PRECISION MEDICINE FOR DIPG
    Tang, Nanyun
    Leskoske, Kristin
    Garcia-Mansfield, Krystine
    Sharma, Ritin
    Tolson, Hannah
    Pirrotte, Patrick
    Berens, Michael
    NEURO-ONCOLOGY, 2021, 23 : 40 - 40
  • [28] Artificial Intelligence-Driven Precision Medicine: Multi-Omics and Spatial Multi-Omics Approaches in Diffuse Large B-Cell Lymphoma (DLBCL)
    Shao, Yanping
    Lv, Xiuyan
    Ying, Shuangwei
    Guo, Qunyi
    FRONTIERS IN BIOSCIENCE-LANDMARK, 2024, 29 (12):
  • [29] Identification of prognostic and diagnostic signatures for cancer and acute myocardial infarction: multi-omics approaches for deciphering heterogeneity to enhance patient management
    Yuan, Na
    Pan, Hai-Hua
    Liang, Yan-Shan
    Hu, Hui-Lin
    Zhai, Chang-Lin
    Wang, Bo
    FRONTIERS IN PHARMACOLOGY, 2023, 14
  • [30] Multi-omics approaches for in-depth understanding of therapeutic mechanism for Traditional Chinese Medicine
    Zhu, Xue
    Yao, Qi
    Yang, Pengshuo
    Zhao, Dan
    Yang, Ronghua
    Bai, Hong
    Ning, Kang
    FRONTIERS IN PHARMACOLOGY, 2022, 13