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通过连续细胞状态分析了解风湿性疾病。

Understanding rheumatic disease through continuous cell state analysis.

作者信息

Marshall Lysette, Raychaudhuri Soumya, Viatte Sebastien

机构信息

Centre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, The University of Manchester, Manchester, UK.

Center for Data Sciences, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.

出版信息

Nat Rev Rheumatol. 2025 May 7. doi: 10.1038/s41584-025-01253-6.

DOI:10.1038/s41584-025-01253-6
PMID:40335652
Abstract

Autoimmune rheumatic diseases are a heterogeneous group of conditions, including rheumatoid arthritis (RA) and systemic lupus erythematosus. With the increasing availability of large single-cell datasets, novel disease-associated cell types continue to be identified and characterized at multiple omics layers, for example, 'T peripheral helper' (T) (CXCR5 PD-1) cells in RA and systemic lupus erythematosus and MerTK myeloid cells in RA. Despite efforts to define disease-relevant cell atlases, the very definition of a 'cell type' or 'lineage' has proven controversial as higher resolution assays emerge. This Review explores the cell types and states involved in disease pathogenesis, with a focus on the shifting perspectives on immune and stromal cell taxonomy. These understandings of cell identity are closely related to the computational methods adopted for analysis, with implications for the interpretation of single-cell data. Understanding the underlying cellular architecture of disease is also crucial for therapeutic research as ambiguity hinders translation to the clinical setting. We discuss the implications of different frameworks for cell identity for disease treatment and the discovery of predictive biomarkers for stratified medicine - an unmet clinical need for autoimmune rheumatic diseases.

摘要

自身免疫性风湿性疾病是一组异质性疾病,包括类风湿关节炎(RA)和系统性红斑狼疮。随着大型单细胞数据集越来越容易获得,新的疾病相关细胞类型不断在多个组学层面被识别和表征,例如,RA和系统性红斑狼疮中的“外周辅助性T”(Th)(CXCR5 PD-1)细胞以及RA中的MerTK髓样细胞。尽管人们努力定义与疾病相关的细胞图谱,但随着分辨率更高的检测方法出现,“细胞类型”或“谱系”的定义已被证明存在争议。本综述探讨了疾病发病机制中涉及的细胞类型和状态,重点关注免疫和基质细胞分类学的不断变化的观点。这些对细胞身份的理解与用于分析的计算方法密切相关,对单细胞数据的解释具有重要意义。了解疾病的潜在细胞结构对于治疗研究也至关重要,因为模糊性阻碍了向临床应用的转化。我们讨论了不同细胞身份框架对疾病治疗的影响以及分层医学预测性生物标志物的发现——这是自身免疫性风湿性疾病尚未满足的临床需求。

相似文献

1
Understanding rheumatic disease through continuous cell state analysis.通过连续细胞状态分析了解风湿性疾病。
Nat Rev Rheumatol. 2025 May 7. doi: 10.1038/s41584-025-01253-6.
2
T follicular helper cells and T peripheral helper cells in rheumatic and musculoskeletal diseases.风湿性和肌肉骨骼疾病中的滤泡辅助性T细胞和外周辅助性T细胞
Ann Rheum Dis. 2023 Nov;82(11):1371-1381. doi: 10.1136/ard-2023-224225. Epub 2023 Jul 6.
3
A detailed quantitative analysis of circulating T peripheral and follicular helper lymphocytes in patients with rheumatoid arthritis and systemic lupus erythematosus.类风湿关节炎和系统性红斑狼疮患者外周血 T 细胞及滤泡辅助性 T 细胞的详细定量分析。
Reumatol Clin (Engl Ed). 2024 Nov;20(9):476-483. doi: 10.1016/j.reumae.2024.10.005.
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CXCL13-producing PD-1CXCR5 helper T cells in chronic inflammation.慢性炎症中产生CXCL13的PD-1⁺CXCR5辅助性T细胞
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Extracting immunological and clinical heterogeneity across autoimmune rheumatic diseases by cohort-wide immunophenotyping.通过全队列免疫表型分析提取自身免疫性风湿病的免疫学和临床异质性。
Ann Rheum Dis. 2024 Jan 11;83(2):242-252. doi: 10.1136/ard-2023-224537.
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Pathologically expanded peripheral T helper cell subset drives B cells in rheumatoid arthritis.病理上扩增的外周辅助性T细胞亚群驱动类风湿关节炎中的B细胞。
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Multipotent Mesenchymal Stromal Cells in Rheumatoid Arthritis and Systemic Lupus Erythematosus; From a Leading Role in Pathogenesis to Potential Therapeutic Saviors?类风湿关节炎和系统性红斑狼疮中的多能间充质基质细胞;从发病机制中的主要角色到潜在的治疗救星?
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Circulating CD4  FoxP3  CXCR5  CXCR3  PD-1 cells are elevated in active rheumatoid arthritis and reflect the severity of the disease.循环 CD4+FoxP3+CXCR5+CXCR3+PD-1 细胞在活动性类风湿关节炎中升高,并反映疾病的严重程度。
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Th22 Cells Contribution in Immunopathogenesis of Rheumatic Diseases.Th22细胞在风湿性疾病免疫发病机制中的作用。
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The role of semaphorins in immune responses and autoimmune rheumatic diseases.信号素在免疫应答和自身免疫性风湿病中的作用。
Nat Rev Rheumatol. 2018 Jan;14(1):19-31. doi: 10.1038/nrrheum.2017.201. Epub 2017 Dec 7.

本文引用的文献

1
Considerations for building and using integrated single-cell atlases.构建和使用整合单细胞图谱的注意事项。
Nat Methods. 2025 Jan;22(1):41-57. doi: 10.1038/s41592-024-02532-y. Epub 2024 Dec 13.
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The 'T paradox' in inflammatory arthritis.炎症性关节炎中的“T悖论”。
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Synovial tissue myeloid dendritic cell subsets exhibit distinct tissue-niche localization and function in health and rheumatoid arthritis.滑膜组织髓样树突状细胞亚群在健康和类风湿性关节炎中表现出不同的组织微环境定位和功能。
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The Human Cell Atlas from a cell census to a unified foundation model.从细胞普查到统一基础模型的人类细胞图谱。
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A longitudinal single-cell atlas of anti-tumour necrosis factor treatment in inflammatory bowel disease.抗肿瘤坏死因子治疗炎症性肠病的纵向单细胞图谱。
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6
The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense.洞察房间里的大象的艺术:单细胞数据的二维嵌入确实有意义。
PLoS Comput Biol. 2024 Oct 2;20(10):e1012403. doi: 10.1371/journal.pcbi.1012403. eCollection 2024 Oct.
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Loss of synovial tissue macrophage homeostasis precedes rheumatoid arthritis clinical onset.滑膜组织巨噬细胞稳态失衡先于类风湿关节炎临床发病。
Sci Adv. 2024 Sep 27;10(39):eadj1252. doi: 10.1126/sciadv.adj1252. Epub 2024 Sep 25.
8
What is a cell type, really? The quest to categorize life's myriad forms.细胞类型究竟是什么?对生命的无数种形式进行分类的探索。
Nature. 2024 Sep;633(8031):754-756. doi: 10.1038/d41586-024-03073-2.
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Interferon disrupts immune and tissue homeostasis in SLE via CXCL13.干扰素通过CXCL13破坏系统性红斑狼疮中的免疫和组织稳态。
Nat Rev Rheumatol. 2024 Dec;20(12):745-746. doi: 10.1038/s41584-024-01164-y.
10
The immune landscape of the inflamed joint defined by spectral flow cytometry.通过光谱流式细胞术定义炎症关节的免疫景观。
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