Integrative Spatial Proteomics and Single-Cell RNA Sequencing Unveil Molecular Complexity in Rheumatoid Arthritis for Novel Therapeutic Targeting.

IF 4 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Xue Wang, Fei Wang, Archana S Iyer, Heather Knight, Lori J Duggan, Yingli Yang, Liang Jin, Baoliang Cui, Yupeng He, Jan Schejbal, Lucy A Phillips, Bohdan P Harvey, Sílvia Sisó, Yu Tian
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Abstract

Understanding the heterogeneity of Rheumatoid Arthritis (RA) and identifying therapeutic targets remain challenging using traditional bulk transcriptomics alone, as it lacks the spatial and protein-level resolution needed to fully capture disease and tissue complexities. In this study, we applied Laser Capture Microdissection (LCM) coupled with mass spectrometry-based proteomics to analyze histopathological niches of the RA synovium, enabling the identification of protein expression profiles of the diseased synovial lining and sublining microenvironments compared to their healthy counterparts. In this respect, key pathogenetic RA proteins like membrane proteins (TYROBP, AOC3, SLC16A3, TCIRG1, and NCEH1), and extracellular matrix (ECM) proteins (PLOD2, OGN, and LUM) showed different expression patterns in diseased synovium compartments. To enhance our understanding of cellular dynamics within the dissected regions, we further integrated the proteomic dataset with single-cell RNA sequencing (scRNA-seq), and deduced cell type enrichment, including T cells, fibroblasts, NK cells, myeloid cells, B cells, and synovial endothelial cells. By combining high-resolution spatial proteomics and transcriptomic analyses, we provide novel insights into the molecular mechanisms driving RA, and highlight potential protein targets for therapeutic intervention. This integrative approach offers a more comprehensive view of RA synovial pathology, and mitigates the limitations of traditional bulk transcriptomics in target discovery.

综合空间蛋白质组学和单细胞RNA测序揭示类风湿关节炎的分子复杂性,为新的治疗靶向。
了解类风湿关节炎(RA)的异质性和确定治疗靶点仍然具有挑战性,因为传统的批量转录组学缺乏充分捕获疾病和组织复杂性所需的空间和蛋白质水平分辨率。在这项研究中,我们应用激光捕获显微解剖(LCM)结合基于质谱的蛋白质组学来分析RA滑膜的组织病理生态位,从而鉴定出患病滑膜衬里和下层微环境的蛋白质表达谱,与健康的滑膜衬里和下层微环境进行比较。在这方面,关键的RA致病蛋白如膜蛋白(TYROBP、AOC3、SLC16A3、TCIRG1和NCEH1)和细胞外基质(ECM)蛋白(PLOD2、OGN和LUM)在病变滑膜隔室中表现出不同的表达模式。为了加强我们对解剖区域内细胞动力学的理解,我们进一步将蛋白质组学数据集与单细胞RNA测序(scRNA-seq)结合起来,并推断出细胞类型富集,包括T细胞、成纤维细胞、NK细胞、骨髓细胞、B细胞和滑膜内皮细胞。通过结合高分辨率空间蛋白质组学和转录组学分析,我们为RA的分子机制提供了新的见解,并强调了治疗干预的潜在蛋白质靶点。这种综合方法提供了RA滑膜病理更全面的观点,并减轻了传统的大量转录组学在靶标发现方面的局限性。
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来源期刊
Proteomes
Proteomes Biochemistry, Genetics and Molecular Biology-Clinical Biochemistry
CiteScore
6.50
自引率
3.00%
发文量
37
审稿时长
11 weeks
期刊介绍: Proteomes (ISSN 2227-7382) is an open access, peer reviewed journal on all aspects of proteome science. Proteomes covers the multi-disciplinary topics of structural and functional biology, protein chemistry, cell biology, methodology used for protein analysis, including mass spectrometry, protein arrays, bioinformatics, HTS assays, etc. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on the length of papers. Scope: -whole proteome analysis of any organism -disease/pharmaceutical studies -comparative proteomics -protein-ligand/protein interactions -structure/functional proteomics -gene expression -methodology -bioinformatics -applications of proteomics
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