Multi-Omics Profiling Approach to Asthma: An Evolving Paradigm

被引:36
|
作者
Gautam, Yadu [1 ]
Johansson, Elisabet [1 ]
Mersha, Tesfaye B. [1 ]
机构
[1] Univ Cincinnati, Coll Med, Cincinnati Childrens Hosp Med Ctr, Div Asthma Res,Dept Pediat, 3333 Burnet Ave, Cincinnati, OH 45229 USA
来源
JOURNAL OF PERSONALIZED MEDICINE | 2022年 / 12卷 / 01期
基金
美国国家卫生研究院;
关键词
asthma; genomics; transcriptomics; epigenomics; proteomics; exposomics; metabolomics; multi-omics; machine learning; GENOME-WIDE ASSOCIATION; CHILDHOOD ASTHMA; DNA METHYLATION; PERIPHERAL-BLOOD; TRANSCRIPTOME ANALYSIS; HISTONE MODIFICATIONS; MOLECULAR-MECHANISMS; GENES-ENVIRONMENTS; PRECISION MEDICINE; OXIDATIVE STRESS;
D O I
10.3390/jpm12010066
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Asthma is a complex multifactorial and heterogeneous respiratory disease. Although genetics is a strong risk factor of asthma, external and internal exposures and their interactions with genetic factors also play important roles in the pathophysiology of asthma. Over the past decades, the application of high-throughput omics approaches has emerged and been applied to the field of asthma research for screening biomarkers such as genes, transcript, proteins, and metabolites in an unbiased fashion. Leveraging large-scale studies representative of diverse population-based omics data and integrating with clinical data has led to better profiling of asthma risk. Yet, to date, no omic-driven endotypes have been translated into clinical practice and management of asthma. In this article, we provide an overview of the current status of omics studies of asthma, namely, genomics, transcriptomics, epigenomics, proteomics, exposomics, and metabolomics. The current development of the multi-omics integrations of asthma is also briefly discussed. Biomarker discovery following multi-omics profiling could be challenging but useful for better disease phenotyping and endotyping that can translate into advances in asthma management and clinical care, ultimately leading to successful precision medicine approaches.
引用
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页数:28
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