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Updated: Jan 8, 2026

Single-cell Analysis of Immunophenotype and Cytokine Production in Peripheral Whole Blood via Mass Cytometry
Published on: June 26, 2018
Shared and unique molecular signatures across different autoantibody groups in systemic sclerosis: a multiomics
Wanyi Lin1, Zhangyi Zhao1, Chenhan Jia1
1Department of Rheumatology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Objectives:
Each autoantibody associated with systemic sclerosis (SSc) is linked to distinct clinical features, suggesting underlying molecular heterogeneity. Although studies have characterised molecular signatures in anticentromere (ACA), antitopoisomerase I (ATA), and anti-RNA polymerase III (ARA) antibodies in patients who are SSc-positive, less frequent autoantibody groups remain unexplored. Our study employed multiomics analysis to identify shared and unique molecular profiles across SSc-associated autoantibody subgroups.
Methods:
We enrolled 166 patients with SSc stratified by antibody status (ACA = 55, ATA = 58, ARA = 24, anti-U1 ribonucleoprotein [U1RNP] = 12, anti-U3 ribonucleoprotein [U3RNP] = 8, anti-Ku [Ku] = 4, and anti-Th/To [Th/To] = 5). We performed multiomics profiling, including plasma proteomics, peripheral blood mononuclear cells (PBMCs) transcriptomics, immune cell phenotyping, and plasma metabolomics to identify shared and distinct features across groups.
Results:
All SSc subsets demonstrated common pathogenic features, including endothelial injury, extracellular matrix deposition identified by plasma proteomics, upregulated type I interferon (IFN) signalling revealed by transcriptomic analysis, and decreased regulatory B cells observed by immune cell profiling. Meanwhile, each autoantibody subgroup exhibited unique disease mechanisms, such as calcinosis in ACA-positive patients, metabolic oxidative stress in ATA-positive patients, activation of oncogenic signalling in ARA-positive patients, enhanced chromatin remodelling activity in U1RNP-positive patients, muscle involvement in U3RNP/Ku groups, and unique metabolic signalling related to pulmonary hypertension in Th/To-positive cases.
Conclusions:
Our study addresses a critical gap by providing a comprehensive multiomics characterisation of both common and rare SSc-associated autoantibody groups, revealing shared and distinct molecular signatures that correlate with clinical features. Our findings highlight the potential for autoantibody-based stratification to guide precision management of SSc, paving the way for biomarker-driven approaches in SSc care.
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