Analysis of Gene Expression from Systemic Lupus Erythematosus Synovium Reveals a Profile of Activated Immune Cells and Inflammatory Pathways
Hubbard, E. L.; Catalina, M. D.; Heuer, S.; Bachali, P.; Robl, R. D.; Geraci, N. S.; Grammer, A. C.; Lipsky, P. E.
Show abstract
Arthritis is a common manifestation of systemic lupus erythematosus (SLE) yet understanding of the underlying pathogenic mechanisms remains incomplete. We, therefore, interrogated gene expression profiles of SLE synovium to gain insight into the nature of lupus arthritis (LA), using osteoarthritis (OA) and rheumatoid arthritis (RA) as comparators. Knee synovia from SLE, OA, and RA patients were analyzed for differentially expressed genes (DEGs) and also by Weighted Gene Co-expression Network Analysis (WGCNA) to identify modules of highly co-expressed genes. Genes upregulated and/or co-expressed in LA revealed numerous immune/inflammatory cells dominated by a myeloid phenotype, whereas OA was characteristic of fibroblasts and RA of T- and B-cells. Upstream regulator analysis identified CD40L and inflammatory cytokines as drivers of the LA gene expression profile. Genes governing trafficking of immune cells into the synovium by chemokines were identified, but not in situ generation of germinal centers. GSVA confirmed activation of specific myeloid and lymphoid cell types in LA. Numerous therapies were predicted to target LA, including TNF, NF{kappa}B, MAPK, and CDK inhibitors. Detailed gene expression analysis identified a unique pattern of cellular components and physiologic pathways operative in LA, as well as drugs potentially able to target this common manifestation of SLE.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The DNA methylation Profile of Undifferentiated Arthritis Patients Anticipates their Subsequent Differentiation to Rheumatoid Arthritis 95%
- Reduction of pro-inflammatory effector functions through remodeling of fatty acid metabolism in CD8 + T-cells from Rheumatoid Arthritis patients 95%
- Longitudinal immune cell profiling in early systemic lupus erythematosus 94%
Similar papers in this journal
- Distinct immune-effector and metabolic profile of CD8 + T Cells in patients with autoimmune polyarthritis induced by therapy with immune-checkpoint inhibitors 94%
- Identification of a novel transcriptome signature for predicting the response to anti-TNF-α treatment in rheumatoid arthritis patients 93%
- Clinical Outcomes of Patients with COVID-19 and Chronic Inflammatory and Autoimmune Rheumatic Diseases: A Multicentric Matched-Cohort Study 93%
Similar papers in this journal
- Cross-Tissue Transcriptomic Analysis Leveraging Machine Learning Approaches Identifies New Biomarkers for Rheumatoid Arthritis 96%
- SAP expressing T peripheral helper cells identify systemic lupus erythematosus patients with lupus nephritis 95%
- Interleukin-17A causes osteoarthritis-like transcriptional changes in human osteoarthritis-derived chondrocytes and synovial fibroblasts in vitro 94%
Similar papers in this journal
- Polyautoimmunity Clusters as a New Taxonomy of Autoimmune Diseases 95%
- Exploring the Correlation Between UVB Sensitivity and SLE Activity: Insights into UVB-Driven Pathogenesis in Lupus Erythematosus 94%
- Clinical utility of measuring CD4 + T follicular cells in patients with immune dysregulation 93%
Similar papers in this journal
- FASlpr gene dosage tunes the extent of lymphoproliferation and T cell differentiation in lupus 94%
- Consensus gene modules strategy identifies candidate blood-based biomarkers for primary Sjögren’s disease 93%
- Epigenetic dysregulation of ACE2 and interferon-regulated genes might suggest increased COVID-19 susceptibility and severity in lupus patients 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.