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Integrative Analysis Reveals a Molecular Stratification of Systemic Autoimmune Diseases.
- Source :
-
Arthritis & rheumatology (Hoboken, N.J.) [Arthritis Rheumatol] 2021 Jun; Vol. 73 (6), pp. 1073-1085. Date of Electronic Publication: 2021 Apr 26. - Publication Year :
- 2021
-
Abstract
- Objective: Clinical heterogeneity, a hallmark of systemic autoimmune diseases, impedes early diagnosis and effective treatment, issues that may be addressed if patients could be classified into groups defined by molecular pattern. This study was undertaken to identify molecular clusters for reclassifying systemic autoimmune diseases independently of clinical diagnosis.<br />Methods: Unsupervised clustering of integrated whole blood transcriptome and methylome cross-sectional data on 955 patients with 7 systemic autoimmune diseases and 267 healthy controls was undertaken. In addition, an inception cohort was prospectively followed up for 6 or 14 months to validate the results and analyze whether or not cluster assignment changed over time.<br />Results: Four clusters were identified and validated. Three were pathologic, representing "inflammatory," "lymphoid," and "interferon" patterns. Each included all diagnoses and was defined by genetic, clinical, serologic, and cellular features. A fourth cluster with no specific molecular pattern was associated with low disease activity and included healthy controls. A longitudinal and independent inception cohort showed a relapse-remission pattern, where patients remained in their pathologic cluster, moving only to the healthy one, thus showing that the molecular clusters remained stable over time and that single pathogenic molecular signatures characterized each individual patient.<br />Conclusion: Patients with systemic autoimmune diseases can be jointly stratified into 3 stable disease clusters with specific molecular patterns differentiating different molecular disease mechanisms. These results have important implications for future clinical trials and the study of nonresponse to therapy, marking a paradigm shift in our view of systemic autoimmune diseases.<br /> (© 2020, American College of Rheumatology.)
- Subjects :
- Adult
Aged
Antiphospholipid Syndrome genetics
Antiphospholipid Syndrome immunology
Arthritis, Rheumatoid genetics
Arthritis, Rheumatoid immunology
Autoimmune Diseases immunology
Case-Control Studies
Cluster Analysis
Cross-Sectional Studies
Epigenomics
Female
Humans
Inflammation immunology
Interferons immunology
Lupus Erythematosus, Systemic genetics
Lupus Erythematosus, Systemic immunology
Male
Middle Aged
Mixed Connective Tissue Disease genetics
Mixed Connective Tissue Disease immunology
Scleroderma, Systemic genetics
Scleroderma, Systemic immunology
Sjogren's Syndrome genetics
Sjogren's Syndrome immunology
Undifferentiated Connective Tissue Diseases genetics
Undifferentiated Connective Tissue Diseases immunology
Autoimmune Diseases classification
Autoimmune Diseases genetics
Epigenome
Gene Expression Profiling
Subjects
Details
- Language :
- English
- ISSN :
- 2326-5205
- Volume :
- 73
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Arthritis & rheumatology (Hoboken, N.J.)
- Publication Type :
- Academic Journal
- Accession number :
- 33497037
- Full Text :
- https://doi.org/10.1002/art.41610