Evidence map›Paper›PMID 41392523›Full record

Observational studyArthritis care & research2026

Combining Three Peripheral Blood Biomarkers to Stratify Rheumatoid Arthritis-Associated Interstitial Lung Disease Risk.

Kelsey Coziahr, Austin M Wheeler, Brent A Luedders, Michael Duryee, Halie Frideres, Katherine D Wysham, Grant W Cannon, Gary Kunkel, Dana P Ascherman, Paul A Monach and 7 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Arthritis care & research, 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

17 authors.

Kelsey CoziahrVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.ORCID https://orcid.org/0009-0005-2342-306X
Austin M WheelerVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.ORCID https://orcid.org/0000-0002-8816-7782
Brent A LueddersVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.ORCID https://orcid.org/0000-0001-6717-9680
Michael DuryeeVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.
Halie FrideresVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.ORCID https://orcid.org/0009-0008-1752-0949
Katherine D WyshamVA Puget Sound Health Care System, Seattle, Washington.ORCID https://orcid.org/0000-0001-8707-7649
Grant W CannonSalt Lake City VA Health Care System, Salt Lake City, Utah.ORCID https://orcid.org/0000-0001-6640-9173
Gary KunkelSalt Lake City VA Health Care System, Salt Lake City, Utah.
Dana P AschermanPittsburgh VA Health Care System, Pittsburgh, Pennsylvania.ORCID https://orcid.org/0000-0002-1387-0860
Paul A MonachVA Boston Health Care, Boston, Massachusetts.ORCID https://orcid.org/0000-0003-4937-0515
Gail S KerrWashington DC VA Medical Center, Washington, DC.ORCID https://orcid.org/0000-0002-4930-3235
Andreas M ReimoldDallas VA Medical Center, Dallas, Texas.
Scott M MatsonKansas University Medical Center, Kansas City.
Joshua F BakerCorporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania.
Geoffrey M ThieleVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.
Ted R MikulsVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.ORCID https://orcid.org/0000-0002-0897-2272
Bryant R EnglandVeterans Affairs (VA) Nebraska-Western Iowa Health Care System, Omaha.ORCID https://orcid.org/0000-0002-9649-3588

Funding

Tracking and Evaluation CoreU54GM115458 · NIGMS · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI RIZZO, MATTHEW · 2016 to 2025
$42.8M
BLRD VA I01 BX003635CSRD VA I01 CX001703CSRD VA IK2 CX002203CSRD VA IK2 CX002351NIGMS NIH HHS U54 GM115458NIH HHS 1U54GM115458Rheumatology Research FoundationU.S. Department of Defense PR200793U.S. Department of Veterans Affairs BLR&D Merit I01 BX003635U.S. Department of Veterans Affairs CX001703
6 · The paper itself

Abstract

objectiveThe purpose was to evaluate a biomarker score consisting of MUC5B rs35705950 promoter variant, plasma matrix metalloproteinase-7 (MMP-7), and serum anti-malondialdehyde-acetaldehyde (anti-MAA) antibody for rheumatoid arthritis (RA)-associated interstitial lung disease (ILD) risk stratification.

methodsUsing a multicenter cohort of US veterans with RA, we performed a cross-sectional study of prevalent RA-ILD and a cohort study of incident RA-ILD. Medical records were used to confirm clinical ILD diagnoses by chest imaging or lung biopsy pathology reports. A combined three-biomarker score (range 0-3) was calculated based on the presence of the MUC5B variant and elevations (upper 25% vs lower 75%) in MMP-7 and anti-MAA antibody concentrations. Multivariate logistic and Cox regression models were adjusted for clinical risk factors.

resultsAmong 2,043 participants with RA, prevalent ILD was identified in 88 (88.7% male; mean age 63.6 years). The odds of prevalent RA-ILD were higher with increased biomarker score (adjusted odds ratio 12.21 [95% confidence interval (CI) 3.82-38.97] for score of 3 vs 0). A score ≥1 had 76.1% sensitivity but 48.6% specificity. Incident RA-ILD developed in 148 participants, with those having a combined biomarker score of 3 having the highest risk (adjusted hazard ratio 4.36 [95% CI 1.55-12.27]). The area under the curve for prevalent RA-ILD and Harrell's C for incident RA-ILD were highest when clinical risk factors were combined with the biomarker score.

conclusionThis three-analyte biomarker score was associated with both prevalent and incident RA-ILD, improving risk stratification beyond clinical risk factors. Although this score is inadequate for clinical implementation, these findings demonstrate the potential for biomarker scores in RA-ILD risk stratification.

Indexed as

Arthritis, RheumatoidLung Diseases, InterstitialMatrix Metalloproteinase 7AgedAutoantibodiesBiomarkersCross-Sectional StudiesFemaleHumansMaleMiddle AgedPredictive Value of TestsPrevalenceRisk AssessmentRisk FactorsUnited StatesAutoantibodiesBiomarkersMatrix Metalloproteinase 7

Identifiers

PMID41392523
PMCPMC13420941

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.