ArticleFrontiers in immunology2022
High-Dimensional Analysis Reveals Distinct Endotypes in Patients With Idiopathic Inflammatory Myopathies.
Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed, 18 citations in OpenAlex.
- Belimumab treatment of adult idiopathic inflammatory myopathy.Rheumatology (Oxford, England) · 2024Trial
- Immune profiling in orthopaedic diseases using mass cytometry : a narrative review of applications and future directions.Bone & joint research · 2026Article
- B cells in anti-tRNA synthetase syndrome patients show an activated, interferon-responsive signature.Frontiers in immunology · 2026Article
- Peripheral Blood Lymphocyte Subsets and Heterogeneity of B Cell Subsets in Patients of Idiopathic Inflammatory Myositis with Different Myositis-specific Autoantibodies.Inflammation · 2025Article
- The role of monocytes and macrophages in idiopathic inflammatory myopathies: insights into pathogenesis and potential targets.Frontiers in immunology · 2025Review
- Advanced immunophenotyping of lymphocyte and monocyte subsets in healthy Australian adults using a novel spectral flow cytometry panel.Frontiers in immunology · 2025Article
- Mass cytometry: exploring the immune landscape of systemic autoimmune and inflammatory diseases in the past fourteen years.Frontiers in immunology · 2024Review
- Identification of distinct immune signatures in inclusion body myositis by peripheral blood immunophenotyping using machine learning models.Clinical & translational immunology · 2024Article
- From data to diagnosis: how machine learning is revolutionizing biomarker discovery in idiopathic inflammatory myopathies.Briefings in bioinformatics · 2023Review
- Immune cell profiles of idiopathic inflammatory myopathy patients expressed anti-aminoacyl tRNA synthetase or anti-melanoma differentiation-associated gene 5 autoantibodies.BMC immunology · 2023Article
- Type 1 interferon signature in peripheral blood mononuclear cells and monocytes of idiopathic inflammatory myopathy patients with different myositis-specific autoantibodies.Frontiers in immunology · 2023Article
- Preservation of adaptive immunity is associated with survival in invasive fungal sinusitis.American journal of otolaryngologyArticle
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
The idiopathic inflammatory myopathies (IIM) are a rare clinically heterogeneous group of conditions affecting the skin, muscle, joint, and lung in various combinations. While myositis specific autoantibodies are well described, we postulate that broader immune endotypes exist in IIM spanning B cell, T cell, and monocyte compartments. This study aims to identify immune endotypes through detailed immunophenotyping of peripheral blood mononuclear cells (PBMCs) in IIM patients compared to healthy controls. We collected PBMCs from 17 patients with a clinical diagnosis of inflammatory myositis and characterized the B, T, and myeloid cell subsets using mass cytometry by time of flight (CyTOF). Data were analyzed using a combination of the dimensionality reduction algorithm t-distributed stochastic neighbor embedding (t-SNE), cluster identification, characterization, and regression (CITRUS), and marker enrichment modeling (MEM); supervised biaxial gating validated populations identified by these methods to be differentially abundant between groups. Using these approaches, we identified shared immunologic features across all IIM patients, despite different clinical features, as well as two distinct immune endotypes. All IIM patients had decreased surface expression of RP105/CD180 on B cells and a reduction in circulating CD3+CXCR3+ subsets relative to healthy controls. One IIM endotype featured CXCR4 upregulation across all cellular compartments. The second endotype was hallmarked by an increased frequency of CD19+CD21loCD11c+ and CD3+CD4+PD1+ subsets. The experimental and analytical methods we describe here are broadly applicable to studying other immune-mediated diseases (e.g., autoimmunity, immunodeficiency) or protective immune responses (e.g., infection, vaccination).
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.