Evidence map›Paper›PMID 35583934›Full record

ArticleArthritis & rheumatology (Hoboken, N.J.)2022

A Risk Score to Detect Subclinical Rheumatoid Arthritis-Associated Interstitial Lung Disease.

Pierre-Antoine Juge, Benjamin Granger, Marie-Pierre Debray, Esther Ebstein, Fabienne Louis-Sidney, Joanna Kedra, Tracy J Doyle, Raphaël Borie, Arnaud Constantin, Bernard Combe and 13 more

Open access · bronzeAbstract read
In one paragraph

Article in Arthritis & rheumatology (Hoboken, N.J.), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 6 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
55citing papers in PubMed, 6 pooled it
14.4field-weighted citation impact, top 1% 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

55 citing papers in PubMed, 6 syntheses or guidelines pooled it, 101 citations in OpenAlex.

  1. Pooled it
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  3. Guideline
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  6. RMD open · 2022
    Pooled it
  7. Review
  8. Lung disease in rheumatoid arthritis.Nature reviews. Rheumatology · 2026
    Review
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
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  17. The prevalence of interstitial lung disease and bronchiectasis in rheumatoid arthritis: A systematic review and meta-analysis.Sarcoidosis, vasculitis, and diffuse lung diseases : official journal of WASOG · 2025
    Article
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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

23 authors at 6 institutions in 2 countries.

Pierre-Antoine JugeUniversité de Paris, INSERM UMR 1152, F-75018, and Service de Rhumatologie, Hôpital Bichat-Claude Bernard, AP-HP, F-75018, Paris, France.ORCID 0000-0002-3766-9600
Benjamin GrangerSorbonne Université, Institut Pierre Louis d'Épidémiologie et de Santé Publique Département de Biostatistiques, INSERM UMR 1136, F-75013, and Santé Publique et Information Médicale, Groupe Hospitalier Pitié-Salpêtrière, AP-HP, F-5013, Paris, France.
Marie-Pierre DebrayUniversité de Paris, INSERM UMR 1152, F-75018, and Service de Radiologie, Hôpital Bichat-Claude Bernard, AP-HP, F-75018, Paris, France.
Esther EbsteinService de Rhumatologie, Hôpital Bichat-Claude Bernard, AP-HP, F-75018, Paris, France.
Fabienne Louis-SidneyService de Rhumatologie, Hôpital Bichat-Claude Bernard, AP-HP, F-75018, Paris, France.
Joanna KedraSorbonne Université, Institut Pierre Louis d'Épidémiologie et de Santé Publique Département de Biostatistiques, INSERM UMR 1136, F-75013, and Service de Rhumatologie, Groupe Hospitalier Pitié-Salpêtrière, AP-HP, F-75013, Paris, France.ORCID 0000-0003-3535-3183
Tracy J DoyleDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Raphaël BorieUniversité de Paris, INSERM UMR 1152, F-75018, Service de Pneumologie A, Centre de compétences maladies pulmonaires rares, Hôpital Bichat-Claude Bernard, AP-HP, F-75018, Paris, France.
Arnaud ConstantinUniversité Toulouse III-Paul Sabatier, INSERM UMR 1043, F-31024, and Service de Rhumatologie, Hôpital Purpan, F-31024, Toulouse, France.
Bernard CombeUniversité de Montpellier and Departement de Rhumatologie, Hôpital Lapeyronie, F-34000, Montpellier, France.
René-Marc FlipoUniversité de Lille, and Service de Rhumatologie, Hôpital Salengro, F-59000, Lille, France.
Xavier MarietteUniversité Paris-Saclay, INSERM UMR 1184, CEA, F-94270, and Service de Rhumatologie, Hôpital Bicêtre, AP-HP, F-94270, Le Kremlin Bicêtre, France.
Olivier VittecoqRouen University Hospital, Service de Rhumatologie, CIC-CRB 1404, F-76000, and Normandy University, UNIROUEN, INSERM, U1234, FR-76000, Rouen, France.
Alain SarauxUniversité de Bretagne Occidentale, INSERM UMR 1227, F-29200, and Service de Rhumatologie, Hôpital de la Cavale Blanche, F-2900, Brest, France.ORCID 0000-0002-8454-7067
Guillermo Carvajal-AlegriaUniversité de Bretagne Occidentale, INSERM UMR 1227, F-29200, and Service de Rhumatologie, Hôpital de la Cavale Blanche, F-2900, Brest, France.
Jean SibiliaUniversité de Strasbourg, INSERM UMR S1109, F-67000, and Service de Rhumatologie, RESO: Centre de Reference des Maladies Autoimmunes Systémiques Rares Est Sud-Ouest, Hôpital De Hautepierre, F-67000, Strasbourg, France.
Francis BerenbaumSorbonne Université, CRSA, INSERM UMR 938, F-75012, Service de Rhumatologie, Hôpital Saint-Antoine, AP-HP, F-75012, Paris, France.
Caroline KannengiesserUniversité de Paris, INSERM UMR 1152, F-75018, Département de Génétique Moléculaire, Hôpital Bichat-Claude Bernard, AP-HP, FR-75018, Paris, France.
Catherine BoileauDépartement de Génétique Moléculaire, Hôpital Bichat-Claude Bernard, AP-HP, FR-75018, Université de Paris, INSERM UMR 1148, F-75018, Paris, France.
Jeffrey A SparksDivision of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-5556-4618
Bruno CrestaniUniversité de Paris, INSERM UMR 1152, F-75018, Service de Pneumologie A, Centre de compétences maladies pulmonaires rares, Hôpital Bichat-Claude Bernard, AP-HP, F-75018, Paris, France.
Bruno FautrelSorbonne Université, Institut Pierre Louis d'Épidémiologie et de Santé Publique Département de Biostatistiques, INSERM UMR 1136, F-75013, and Service de Rhumatologie, Groupe Hospitalier Pitié-Salpêtrière, AP-HP, F-75013, Paris, France.
Philippe DieudéUniversité de Paris, INSERM UMR 1152, F-75018, and Service de Rhumatologie, Hôpital Bichat-Claude Bernard, AP-HP, F-75018, Paris, France.
Inserm · FRUniversité Claude Bernard Lyon 1 · FRBrigham and Women's Hospital · USUniversité de Lille · FRUniversité de Montpellier · FRUniversité Toulouse III - Paul Sabatier · FR

Funding

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
Joint Biology Consortium Resource-based CenterP30AR070253 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI Peter A Nigrovic, Jeffrey Andrew Sparks · 2016 to 2026
$9.4M
Rheumatoid Arthritis-Related Autoantibodies, Articular Inflammation, and RA-Associated Interstitial Lung DiseaseR01AR077607 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI SPARKS, JEFFREY ANDREW · 2021 to 2025
$3.7M
NIAMS NIH HHS P30 AR070253NIAMS NIH HHS P30 AR072577NIAMS NIH HHS R01 AR077607
6 · The paper itself

Abstract

objectivePatients at high risk of rheumatoid arthritis-associated interstitial lung disease (RA-ILD) would benefit from being identified before the onset of respiratory symptoms; this can be done by screening patients with the use of chest high-resolution computed tomography (HRCT). Our objective was to develop and validate a risk score for patients who have subclinical RA-ILD.

methodsOur study included a discovery population and a replication population from 2 prospective RA cohorts (ESPOIR and TRANSLATE2, respectively) without pulmonary symptoms who had received chest HRCT scans. All patients were genotyped for MUC5B rs35705950. After multiple logistic regression, a risk score based on independent risk factors for subclinical RA-ILD was developed in the discovery population and tested for validation in the replication population.

resultsThe discovery population included 163 patients with RA, and the replication population included 89 patients with RA. The prevalence of subclinical RA-ILD was 19.0% and 16.9%, respectively. In the discovery population, independent risk factors for subclinical RA-ILD were presence of the MUC5B rs35705950 T allele (odds ratio [OR] 3.74 [95% confidence interval (95% CI) 1.37, 10.39]), male sex (OR 3.93 [95% CI 1.40, 11.39]), older age at RA onset (for each year, OR 1.10 [95% CI 1.04, 1.16]), and increased mean Disease Activity Score in 28 joints using the erythrocyte sedimentation rate (for each unit, OR 2.03 [95% CI 1.24, 3.42]). We developed and validated a derived risk score with receiver operating characteristic areas under the curve of 0.82 (95% CI 0.70-0.94) for the discovery population and 0.78 (95% CI 0.65-0.92) for the replication population. Excluding MUC5B rs35705950 from the model provided a lower goodness of fit (likelihood ratio test, P = 0.01).

conclusionWe developed and validated a risk score that could help identify patients at high risk of subclinical RA-ILD. Our findings support an important contribution of MUC5B rs35705950 to subclinical RA-ILD risk.

Indexed as

Arthritis, RheumatoidLung Diseases, InterstitialMucin-5BFemaleHumansLungMaleProspective StudiesRisk FactorsMUC5B protein, humanMucin-5B

Identifiers

PMID35583934
PMCPMC9828082
OpenAlexW4280604825

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.