Single-cell analysis in rheumatic and allergic diseases: insights for clinical practice

IF 67.7 1区 医学 Q1 IMMUNOLOGY Nature Reviews Immunology Pub Date : 2024-06-24 DOI:10.1038/s41577-024-01043-3
Masayuki Nishide, Hiroshi Shimagami, Atsushi Kumanogoh
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Abstract

Since the advent of single-cell RNA sequencing (scRNA-seq) methodology, single-cell analysis has become a powerful tool for exploration of cellular networks and dysregulated immune responses in disease pathogenesis. Advanced bioinformatics tools have enabled the combined analysis of scRNA-seq data and information on various cell properties, such as cell surface molecular profiles, chromatin accessibility and spatial information, leading to a deeper understanding of pathology. This Review provides an overview of the achievements in single-cell analysis applied to clinical samples of rheumatic and allergic diseases, including rheumatoid arthritis, systemic lupus erythematosus, systemic sclerosis, allergic airway diseases and atopic dermatitis, with an expanded scope beyond peripheral blood cells to include local diseased tissues. Despite the valuable insights that single-cell analysis has provided into disease pathogenesis, challenges remain in translating single-cell findings into clinical practice and developing personalized treatment strategies. Beyond understanding the atlas of cellular diversity, we discuss the application of data obtained in each study to clinical practice, with a focus on identifying biomarkers and therapeutic targets. Here, the authors review the single-cell sequencing studies of rheumatic and allergic diseases, providing insight into disease pathogenesis, biomarkers and therapeutic targets.

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风湿病和过敏性疾病中的单细胞分析:对临床实践的启示
自单细胞 RNA 测序(scRNA-seq)方法问世以来,单细胞分析已成为探索疾病发病机制中细胞网络和失调免疫反应的有力工具。先进的生物信息学工具可将 scRNA-seq 数据与细胞表面分子特征、染色质可及性和空间信息等各种细胞特性信息结合起来进行分析,从而加深对病理学的理解。本综述概述了应用于类风湿关节炎、系统性红斑狼疮、系统性硬化症、过敏性气道疾病和特应性皮炎等风湿性和过敏性疾病临床样本的单细胞分析成果,其范围已从外周血细胞扩展到局部病变组织。尽管单细胞分析为疾病发病机制提供了宝贵的见解,但在将单细胞研究结果转化为临床实践和制定个性化治疗策略方面仍存在挑战。除了了解细胞多样性图谱,我们还讨论了如何将每项研究获得的数据应用于临床实践,重点是确定生物标记物和治疗靶点。
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来源期刊
Nature Reviews Immunology
Nature Reviews Immunology 医学-免疫学
CiteScore
93.40
自引率
0.40%
发文量
131
审稿时长
6-12 weeks
期刊介绍: Nature Reviews Immunology is a journal that provides comprehensive coverage of all areas of immunology, including fundamental mechanisms and applied aspects. It has two international standard serial numbers (ISSN): 1474-1733 for print and 1474-1741 for online. In addition to review articles, the journal also features recent developments and new primary papers in the field, as well as reflections on influential people, papers, and events in the development of immunology. The subjects covered by Nature Reviews Immunology include allergy and asthma, autoimmunity, antigen processing and presentation, apoptosis and cell death, chemokines and chemokine receptors, cytokines and cytokine receptors, development and function of cells of the immune system, haematopoiesis, infection and immunity, immunotherapy, innate immunity, mucosal immunology and the microbiota, regulation of the immune response, signalling in the immune system, transplantation, tumour immunology and immunotherapy, and vaccine development.
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