TY - JOUR
T1 - Associations Between Rheumatoid Arthritis Clinical Factors and Synovial Cell Types and States
AU - Accelerating Medicines Partnership Program: RA/SLE Network
AU - Weisenfeld, Dana
AU - Zhang, Fan
AU - Donlin, Laura
AU - Jonsson, Anna Helena
AU - Apruzzese, William
AU - Campbell, Debbie
AU - Albrecht, Jennifer
AU - Barnas, Jennifer L.
AU - Bathon, Joan M.
AU - Ben-Artzi, Ami
AU - Boyce, Brendan F.
AU - Boyle, David L.
AU - Louis Bridges, S.
AU - Carr, Hayley L.
AU - Ceponis, Arnold
AU - Chicoine, Adam
AU - Cordle, Andrew
AU - Curtis, Michelle
AU - Deane, Kevin D.
AU - DiCarlo, Edward
AU - Dunn, Patrick
AU - Firestein, Gary S.
AU - Forbess, Lindsy
AU - Geraldino-Pardilla, Laura
AU - Gregersen, Peter K.
AU - Guthridge, Joel M.
AU - Gutierrez-Arcelus, Maria
AU - Gurajala, Siddarth
AU - Horowitz, V. Diane
AU - Hughes, Laura B.
AU - Ishigaki, Kazuyoshi
AU - Ivashkiv, Lionel B.
AU - James, Judith A.
AU - Kang, Joyce B.
AU - Keras, Gregory
AU - Korsunsky, Ilya
AU - Lakhanpal, Amit
AU - Lederer, James A.
AU - Lewis, Myles
AU - Li, Zhihan J.
AU - Li, Yuhong
AU - Mandelin, Arthur M.
AU - Mantel, Ian
AU - Marks, Kathryne
AU - Maybury, Mark
AU - McDavid, Andrew
AU - McGeachy, Mandy J.
AU - Mears, Joseph
AU - Meednu, Nida
AU - Millard, Nghia
N1 - Publisher Copyright:
© 2023 American College of Rheumatology.
PY - 2024/3
Y1 - 2024/3
N2 - Objective: Recent studies have uncovered diverse cell types and states in the rheumatoid arthritis (RA) synovium; however, limited data exist correlating these findings with patient-level clinical information. Using the largest cohort to date with clinical and multicell data, we determined associations between RA clinical factors with cell types and states in the RA synovium. Methods: The Accelerated Medicines Partnership Rheumatoid Arthritis study recruited patients with active RA who were not receiving disease-modifying antirheumatic drugs (DMARDs) or who had an inadequate response to methotrexate (MTX) or tumor necrosis factor inhibitors. RA clinical factors were systematically collected. Biopsies were performed on an inflamed joint, and tissue were disaggregated and processed with a cellular indexing of transcriptomes and epitopes sequencing pipeline from which the following cell type percentages and cell type abundance phenotypes (CTAPs) were derived: endothelial, fibroblast, and myeloid (EFM); fibroblasts; myeloid; T and B cells; T cells and fibroblasts (TF); and T and myeloid cells. Correlations were measured between RA clinical factors, cell type percentage, and CTAPs. Results: We studied 72 patients (mean age 57 years, 75% women, 83% seropositive, mean RA duration 6.6 years, mean Disease Activity Score-28 C-reactive Protein 3 [DAS28-CRP3] score 4.8). Higher DAS28-CRP3 correlated with a higher T cell percentage (P < 0.01). Those receiving MTX and not a biologic DMARD (bDMARD) had a higher percentage of B cells versus those receiving no DMARDs (P < 0.01). Most of those receiving bDMARDs were categorized as EFM (57%), whereas none were TF. No significant difference was observed across CTAPs for age, sex, RA disease duration, or DAS28-CRP3. Conclusion: In this comprehensive screen of clinical factors, we observed differential associations between DMARDs and cell phenotypes, suggesting that RA therapies, more than other clinical factors, may impact cell type/state in the synovium and ultimately influence response to subsequent therapies.
AB - Objective: Recent studies have uncovered diverse cell types and states in the rheumatoid arthritis (RA) synovium; however, limited data exist correlating these findings with patient-level clinical information. Using the largest cohort to date with clinical and multicell data, we determined associations between RA clinical factors with cell types and states in the RA synovium. Methods: The Accelerated Medicines Partnership Rheumatoid Arthritis study recruited patients with active RA who were not receiving disease-modifying antirheumatic drugs (DMARDs) or who had an inadequate response to methotrexate (MTX) or tumor necrosis factor inhibitors. RA clinical factors were systematically collected. Biopsies were performed on an inflamed joint, and tissue were disaggregated and processed with a cellular indexing of transcriptomes and epitopes sequencing pipeline from which the following cell type percentages and cell type abundance phenotypes (CTAPs) were derived: endothelial, fibroblast, and myeloid (EFM); fibroblasts; myeloid; T and B cells; T cells and fibroblasts (TF); and T and myeloid cells. Correlations were measured between RA clinical factors, cell type percentage, and CTAPs. Results: We studied 72 patients (mean age 57 years, 75% women, 83% seropositive, mean RA duration 6.6 years, mean Disease Activity Score-28 C-reactive Protein 3 [DAS28-CRP3] score 4.8). Higher DAS28-CRP3 correlated with a higher T cell percentage (P < 0.01). Those receiving MTX and not a biologic DMARD (bDMARD) had a higher percentage of B cells versus those receiving no DMARDs (P < 0.01). Most of those receiving bDMARDs were categorized as EFM (57%), whereas none were TF. No significant difference was observed across CTAPs for age, sex, RA disease duration, or DAS28-CRP3. Conclusion: In this comprehensive screen of clinical factors, we observed differential associations between DMARDs and cell phenotypes, suggesting that RA therapies, more than other clinical factors, may impact cell type/state in the synovium and ultimately influence response to subsequent therapies.
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U2 - 10.1002/art.42726
DO - 10.1002/art.42726
M3 - Article
C2 - 37791989
AN - SCOPUS:85179700063
SN - 2326-5191
VL - 76
SP - 356
EP - 362
JO - Arthritis and Rheumatology
JF - Arthritis and Rheumatology
IS - 3
ER -