Evidence map›Paper›PMID 37791989›Full record

ArticleArthritis & rheumatology (Hoboken, N.J.)2024

Associations Between Rheumatoid Arthritis Clinical Factors and Synovial Cell Types and States.

Dana Weisenfeld, Fan Zhang, Laura Donlin, Anna Helena Jonsson, William Apruzzese, Debbie Campbell, Accelerating Medicines Partnership Program: RA/SLE Network, Deepak A Rao, Kevin Wei, V Michael Holers and 9 more

Open access · bronzeAbstract read
In one paragraph

Article in Arthritis & rheumatology (Hoboken, N.J.), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
2.5field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 10 citations in OpenAlex.

  1. Review
  2. Article
  3. Review
  4. Unveiling the crucial role of CD8Journal of translational autoimmunity · 2025
    Article
  5. Article
  6. Review
  7. Article
  8. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors at 4 institutions in 2 countries.

Dana WeisenfeldBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-7518-3871
Fan ZhangBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Laura DonlinWeill Cornell Medicine and Hospital for Special Surgery, New York, New York.
Anna Helena JonssonBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-9558-2474
William ApruzzeseBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0003-4037-6160
Debbie CampbellUniversity of Rochester Medical Center, Rochester, New York.
Accelerating Medicines Partnership Program: RA/SLE NetworkAccelerated Medicines Partnership Program: Rheumatoid Arthritis and Systemic Lupus Erythematosus Network.
Deepak A RaoBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0001-9672-7746
Kevin WeiBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
V Michael HolersUniversity of Colorado School of Medicine, Aurora, Colorado.
Ellen GravalleseBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Larry MorelandUniversity of Colorado School of Medicine, Aurora, Colorado.
Susan GoodmanWeill Cornell Medicine and Hospital for Special Surgery, New York, New York.ORCID 0000-0003-1197-7864
Michael BrennerBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Soumya RaychaudhuriBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Andrew FilerNIHR Birmingham Biomedical Research Center and Clinical Research Facility, Versus Arthritis, and University of Birmingham, Birmingham, UK.
Jennifer AnolikUniversity of Rochester Medical Center, Rochester, New York.
Vivian BykerkWeill Cornell Medicine and Hospital for Special Surgery, New York, New York.
Katherine P LiaoBrigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-4797-3200
Brigham and Women's Hospital · USHospital for Special Surgery · USBroad Institute · USUniversity of Rochester Medical Center · US

Funding

Training Program in Bioinformatics and Integrative GenomicsT32HG002295 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Peter J Park · 2001 to 2026
$15.8M
VERITY: Value and Evidence in Rheumatology using bioInformaTics, and advanced analYticsP30AR072577 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI Daniel Hal Solomon · 2017 to 2026
$9.8M
PEARL: Pathway Exploration and Analysis in Renal LupusUH2AR067688 · NIAMS · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI DIAMOND, BETTY, WOFSY, DAVID · 2014 to 2020
$9.0M
Tissue Acquisition Research GroupUM2AR067678 · NIAMS · STANFORD UNIVERSITY · PI HOLERS, VERNON MICHAEL, UTZ, PAUL JOSEPH · 2014 to 2020
$8.2M
Rochester Resource-Based Center for Bone, Muscle and Orthopaedic Research (ROCSTARR) (Overall Application)P30AR069655 · NIAMS · UNIVERSITY OF ROCHESTER · PI Edward M. Schwarz · 2016 to 2026
$7.8M
Multi-Ethnic Translational Research Optimization (METRO) Lupus ConsortiumUH2AR067689 · NIAMS · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI BUYON, JILL P, PUTTERMAN, CHAIM · 2014 to 2020
$6.3M
Evolving Adaptive and Effector Mechanisms from Pre-RA Through Established DiseaseUH2AR067681 · NIAMS · UNIVERSITY OF COLORADO DENVER · PI HOLERS, VERNON MICHAEL · 2014 to 2020
$5.5M
Discovery and Functional Impact of Common and Rare Variants in RAR01AR063759 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI Soumya Raychaudhuri · 2013 to 2026
$5.4M
Molecular and Cellular Dissection of Early Rheumatoid ArthritisUH2AR067694 · NIAMS · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI BRENNER, MICHAEL B., GREGERSEN, PETER K. · 2014 to 2020
$5.4M
RA-SLE Molecular Deconstruction Leadership CenterUH2AR067677 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI BRENNER, MICHAEL B., RAYCHAUDHURI, SOUMYA · 2014 to 2020
$4.3M
Cellular Dynamics at the Synovium-Bone interface in RAUH2AR067690 · NIAMS · UNIVERSITY OF ROCHESTER · PI ANOLIK, JENNIFER HOWITT · 2014 to 2020
$3.0M
Macrophages in human autoimmune tissue pathologyR01AI148435 · NIAID · HOSPITAL FOR SPECIAL SURGERY · PI Laura T. Donlin · 2020 to 2026
$2.8M
Medical Research Council MR/M007669/1Medical Research Council MR/P021220/1NHGRI NIH HHS T32 HG002295NHGRI NIH HHS U01 HG009379NHGRI NIH HHS U01HG009379NIAID NIH HHS R01 AI148435NIAMS NIH HHS K08 AR072791NIAMS NIH HHS K08AR072791NIAMS NIH HHS K08 AR077037NIAMS NIH HHS K08AR077037NIAMS NIH HHS K08 AR081412NIAMS NIH HHS P30 AR069655NIAMS NIH HHS P30AR069655NIAMS NIH HHS P30 AR072577NIAMS NIH HHS P30AR072577NIAMS NIH HHS R01 AR063759NIAMS NIH HHS R01AR063759NIAMS NIH HHS R01 AR073290NIAMS NIH HHS R01AR073290NIAMS NIH HHS R01 AR073833NIAMS NIH HHS R01AR073833NIAMS NIH HHS R21 AR071670NIAMS NIH HHS R21AR071670NIAMS NIH HHS UH2 AR067676NIAMS NIH HHS UH2AR067676NIAMS NIH HHS UH2 AR067677NIAMS NIH HHS UH2AR067677NIAMS NIH HHS UH2 AR067679NIAMS NIH HHS UH2AR067679NIAMS NIH HHS UH2 AR067681NIAMS NIH HHS UH2AR067681NIAMS NIH HHS UH2 AR067685NIAMS NIH HHS UH2AR067685NIAMS NIH HHS UH2 AR067688NIAMS NIH HHS UH2AR067688NIAMS NIH HHS UH2 AR067689NIAMS NIH HHS UH2AR067689NIAMS NIH HHS UH2 AR067690NIAMS NIH HHS UH2AR067690NIAMS NIH HHS UH2 AR067691NIAMS NIH HHS UH2AR067691NIAMS NIH HHS UH2 AR067694NIAMS NIH HHS UH2AR067694NIAMS NIH HHS UM2 AR067678NIAMS NIH HHS UM2AR067678
6 · The paper itself

Abstract

objectiveRecent 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.

methodsThe 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.

resultsWe 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.

conclusionIn 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.

Indexed as

Antirheumatic AgentsArthritis, RheumatoidFemaleHumansMaleMethotrexateMiddle AgedRheumatoid FactorSynovial MembraneAntirheumatic AgentsMethotrexateRheumatoid Factor

Identifiers

PMID37791989
PMCPMC10922423
OpenAlexW4387326209

What OpenQuestion holds

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Registered trials

None linked

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.