Evidence map›Paper›PMID 42326774›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Adiposity-Associated Monocyte Costimulatory Programming in Rheumatoid Arthritis Identified by Single-Cell Transcriptomics.

Shalini N Swamy, Hua Zhong, Kylie Williams, Joan T Merrill, Kurt Zimmerman, Beatriz Y Hanaoka

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Shalini N SwamySection of Rheumatology, Allergy and Immunology, Department of Medicine, College of Medicine, University of Oklahoma Health Sciences, Oklahoma City, OK, USA.ORCID 0009-0007-9383-0247
Hua ZhongDepartment of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences, Oklahoma City, OK, USA.
Kylie WilliamsMolecular Analysis and Cellular Imaging (MACI) Core, Center for Geroscience, University of Oklahoma Health Campus, Oklahoma City, OK, USA.ORCID 0009-0001-5903-0752
Joan T MerrillArthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.ORCID 0000-0002-4514-2382
Kurt ZimmermanDepartment of Medicine, College of Medicine, University of Oklahoma Health Sciences, Oklahoma City, OK, USA.ORCID 0000-0003-1798-8046
Beatriz Y HanaokaDepartment of Medicine, College of Medicine, University of Oklahoma Health Sciences, Oklahoma City, OK, USA.ORCID 0000-0002-2695-4852

Funding

Tracking and Evaluation CoreU54GM104938 · NIGMS · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI Janis E Campbell · 2013 to 2026
$68.2M
Vascular-macrophage crosstalk in GBM immunosuppressionP20GM134973 · NIGMS · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI Sree Deepthi Muthukrishnan · 2020 to 2026
$17.6M
Oklahoma Rheumatic Disease Research Cores Center (Overall Application)P30AR073750 · NIAMS · OKLAHOMA MEDICAL RESEARCH FOUNDATION · PI JUDITH A JAMES · 2018 to 2026
$8.5M
Oklahoma ACE: Molecular Destruction of Autoimmune Disease to Aid Clinical Trail SuccessUM1AI144292 · NIAID · OKLAHOMA MEDICAL RESEARCH FOUNDATION · PI JUDITH A JAMES · 2019 to 2026
$3.3M
NIAID NIH HHS UM1 AI144292NIAMS NIH HHS P30 AR073750NIGMS NIH HHS P20 GM134973NIGMS NIH HHS U54 GM104938
6 · The paper itself

Abstract

Background: Rheumatoid arthritis (RA) is a chronic systemic inflammatory disease which can lead to progressive disability and damage to multiple organs. Obesity is associated with higher disease activity in RA and inadequate long-term outcomes, so better understanding of mechanisms linking adiposity to immune dysregulation might help to refine optimal treatments. Monocytes are important contributors to immune activation in RA through antigen presentation and costimulatory signaling. We hypothesized that adiposity enhances monocyte costimulatory programming in RA, thereby promoting adaptive immune activation. Methods: Single-cell RNA sequencing was performed using the 10x Genomics Flex platform on purified circulating monocytes from 31 donors (16 RA participants fulfilling 2010 ACR/EULAR classification criteria and 15 non-RA controls) generating transcriptomic profiles for approximately 135,599 monocytes. Donor-level pathway enrichment scores were calculated for predefined immune activation pathways including antigen processing and presentation, interferon signaling, and regulation of T-cell costimulation. Analyses were performed at the donor level to avoid cell-level pseudoreplication. Associations with disease status and body mass index were evaluated using factorial linear models and Spearman correlation analyses. Results: Single-cell transcriptomic profiling identified classical, intermediate-like, non-classical, and interferon-responsive monocyte populations. RA was associated with enrichment of antigen processing and presentation programs in circulating monocytes (p=0.0106), indicating a primed antigen-presenting state. In contrast, regulation of T-cell costimulation pathway enrichment did not differ by RA status alone. However, within RA participants, higher BMI was associated with increased enrichment of monocyte T-cell costimulatory pathways (Spearman ρ=0.56, p=0.0248), unlike in non-RA controls. Gene-level analyses demonstrated strong baseline expression of CD86, while ICOSLG and TNFSF4 transcripts were expressed at low levels overall, consistent with inducible costimulatory signaling programs. Conclusions: These findings support a model in which metabolic dysregulation amplifies monocyte-mediated immune activation and may contribute to worsened disease outcomes in RA.

Identifiers

PMID42326774
PMCPMC13278205

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.