Generation of a T cell receptor, cytokine and cell repertoire synovial fluid atlas to define commonalities and dissimilarities between arthritic diseases through systems immunology approaches
Ha, M. K.; Van Deuren, V. M. L.; de Carvalho Fraga, C. A.; Hotterbeekx, A.; Dehoorne, J.; Renson, T.; Geens, E.; Aerts, N.; Heusdens, C.; Kuznetsova, M.; Van Mechelen, M.; Vanden Bulcke, M.; Hoffman, I.; Wittoek, R.; De Wachter, E.; Andrzejewski, A.; Bartholomeus, E.; de Vrij, N.; Suls, A.; Lion, E.; Vanhee, S.; Adriaensen, W.; Mullan, K.; Nakaya, H.; Kumar-Singh, S.; Laukens, K.; Joos, R.; Meysman, P.; Ogunjimi, B.
Show abstract
Although different chronic arthritic diseases are defined by clinical factors like gender, psoriasis and auto-antibodies, the biology of inflamed joints while comparing the different diseases remains neglected. Here, after curating an inflamed joint derived T-cell receptor (TCR) database, our new TRIASSIC tool identified 66303 significantly convergent TCR clonotypes. Clustering TCR clonotypes showed that synovial fluid convergence clusters (SFCCs) characterized HLA-B27+ mediated diseases (spondyloarthritis, SpA, and enthesitis-related juvenile idiopathic arthritis, JIA-ERA), Lyme arthritis and oligoarticular JIA. Single-cell transcriptomics and bulk proteomics showed upregulated interferon type I and II and TNF- pathways in oJIA. Adult and juvenile psoriatic arthritis, (JIA-)PsA, was characterized by upregulated HSP expression in monocytes and TXNIP in T-cells. We discovered an abundance of CCL5 expressing CD8+ T-cells in SF from HLA-B27+ JIA-ERA and SpA patients. JIA-ERA patients showed upregulation of CD74 and LGALS1 in Th1 and Th17 cells and IGHV7-4.1 in B-cells. oJIA patients shared a TRBV28 RG-motif on CXCL13 producing helper T-cells. Rheumatoid arthritis and (JIA-)PsA patients carried EBV-reactive cytotoxic CD8+ T-cells. Annexin signalling was shown to be important in the intercellular communication for all arthritis groups. Collectively, our work showed that chronic arthritis is characterized by both disease-specific and broadly shared mechanisms.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
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 96%
- An immunome perturbation is present in juvenile idiopathic arthritis patients who are in remission and will relapse upon anti-TNFα withdrawal 95%
- Shotgun metagenomics reveals an enrichment of potentially cross-reactive bacterial epitopes in ankylosing spondylitis patients, as well as the effects of TNFi therapy and the host’s genotype upon microbiome composition 94%
Similar papers in this journal
- Cross-Tissue Transcriptomic Analysis Leveraging Machine Learning Approaches Identifies New Biomarkers for Rheumatoid Arthritis 96%
- TCRβ Sequencing Reveals Spatial and Temporal Evolution of Clonal CD4 T cell Responses in a Breach of Tolerance Model of Inflammatory Arthritis 95%
- TCR repertoire profiling revealed antigen-driven CD8+ T cell clonal groups shared in synovial fluid of patients with spondyloarthritis 95%
Similar papers in this journal
- The DNA methylation Profile of Undifferentiated Arthritis Patients Anticipates their Subsequent Differentiation to Rheumatoid Arthritis 95%
- Aberrant naive CD4+ T Cell differentiation in systemic juvenile idiopathic arthritis is committed to B cell help 94%
- B cell numbers predict humoral and cellular response upon SARS-CoV-2 vaccination among patients treated with rituximab 94%
Similar papers in this journal
- Loss of α2-6 sialylation promotes the transformation of synovial fibroblasts into a pro-inflammatory phenotype in Rheumatoid Arthritis. 95%
- Single cell sequencing reveals expanded cytotoxic CD4+ T cells and two states of peripheral helper T cells in synovial fluid of ACPA+ RA patients 95%
- Cytotoxic CD8 + T cells target citrullinated antigens in rheumatoid arthritis 95%
Similar papers in this journal
- Compartmentalization and persistence of dominant (regulatory) T cell clones indicates antigen skewing in juvenile idiopathic arthritis 96%
- Intra-ocular dendritic cells are increased in HLA-B27 associated acute anterior uveitis 94%
- Opposing Regulation of TNF Responses by IFN-γ and a PGE2-cAMP Axis that is Apparent in Rheumatoid and Immune Checkpoint Inhibitor-induced Arthritis IL-1β+ Macrophages 94%
"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.