代谢组学
数据科学
系统医学
精密医学
领域(数学)
系统生物学
计算生物学
医学
计算机科学
生物信息学
生物
病理
数学
纯数学
作者
Carol Simpson,Julie G. Ledford,Gang Liu
标识
DOI:10.1165/rcmb.2024-0080ps
摘要
In recent years, metabolomics, the systematic study of small-molecule metabolites in biological samples, has yielded fresh insights into the molecular determinants of pulmonary diseases and critical illness. The purpose of this article is to orient the reader to this emerging field by discussing the fundamental tenets underlying metabolomics research, the tools and techniques that serve as foundational methodologies, and the various statistical approaches to analysis of metabolomics datasets. We present several examples of metabolomics applied to pulmonary and critical care medicine to illustrate the potential of this avenue of research to deepen our understanding of pathophysiology. We conclude by reviewing recent advances in the field and future research directions that stand to further the goal of personalizing medicine to improve patient care.
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