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Spatial analysis of the osteoarthritis microenvironment: techniques, insights, and applications

计算生物学 背景(考古学) 骨关节炎 代谢组学 蛋白质组学 转录组 质谱成像 生物信息学 滑膜关节 生物 软骨 表型 功能基因组学 基因组学 计算机科学 病理 关节软骨 医学 化学 基因组 基因 解剖 遗传学 基因表达 古生物学 质谱法 替代医学 色谱法
作者
Xiwei Fan,Antonia RuJia Sun,Reuben S. E. Young,Isaac O. Afara,Brett R. Hamilton,Louis Jun Ye Ong,Ross Crawford,Indira Prasadam
出处
期刊:Bone research [Springer Nature]
卷期号:12 (1): 7-7 被引量:44
标识
DOI:10.1038/s41413-023-00304-6
摘要

Abstract Osteoarthritis (OA) is a debilitating degenerative disease affecting multiple joint tissues, including cartilage, bone, synovium, and adipose tissues. OA presents diverse clinical phenotypes and distinct molecular endotypes, including inflammatory, metabolic, mechanical, genetic, and synovial variants. Consequently, innovative technologies are needed to support the development of effective diagnostic and precision therapeutic approaches. Traditional analysis of bulk OA tissue extracts has limitations due to technical constraints, causing challenges in the differentiation between various physiological and pathological phenotypes in joint tissues. This issue has led to standardization difficulties and hindered the success of clinical trials. Gaining insights into the spatial variations of the cellular and molecular structures in OA tissues, encompassing DNA, RNA, metabolites, and proteins, as well as their chemical properties, elemental composition, and mechanical attributes, can contribute to a more comprehensive understanding of the disease subtypes. Spatially resolved biology enables biologists to investigate cells within the context of their tissue microenvironment, providing a more holistic view of cellular function. Recent advances in innovative spatial biology techniques now allow intact tissue sections to be examined using various -omics lenses, such as genomics, transcriptomics, proteomics, and metabolomics, with spatial data. This fusion of approaches provides researchers with critical insights into the molecular composition and functions of the cells and tissues at precise spatial coordinates. Furthermore, advanced imaging techniques, including high-resolution microscopy, hyperspectral imaging, and mass spectrometry imaging, enable the visualization and analysis of the spatial distribution of biomolecules, cells, and tissues. Linking these molecular imaging outputs to conventional tissue histology can facilitate a more comprehensive characterization of disease phenotypes. This review summarizes the recent advancements in the molecular imaging modalities and methodologies for in-depth spatial analysis. It explores their applications, challenges, and potential opportunities in the field of OA. Additionally, this review provides a perspective on the potential research directions for these contemporary approaches that can meet the requirements of clinical diagnoses and the establishment of therapeutic targets for OA.
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