Evidence map›Paper›PMID 41720598›Full record

ArticleRMD open2026

Rheumatologist's expertise in estimating risk of developing rheumatoid arthritis in patients with clinically suspect arthralgia: what is the value?

Stijn Claassen, Hanna W van Steenbergen, Annette H M van der Helm-Van Mil

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Article in RMD open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Stijn ClaassenDepartment of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands s.claassen@lumc.nl.ORCID 0009-0006-6299-7653
Hanna W van SteenbergenDepartment of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands.ORCID 0000-0002-3251-0238
Annette H M van der Helm-Van MilDepartment of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands.ORCID 0000-0001-8572-1437

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionClinical expertise is paramount in medical decision-making. In the setting of arthralgia, this expertise is highly relevant in differentiating clinically suspect arthralgia (CSA) from other musculoskeletal symptoms. However, it remains unclear whether rheumatological expertise is also reliable in estimating the risk of progression to rheumatoid arthritis (RA) in CSA patients. Using clinical expertise is more time-efficient than applying criteria, such as the European Alliance of Associations for Rheumatology/American College of Rheumatology (EULAR/ACR) risk stratification criteria for RA development. This study assessed the accuracy of RA-risk estimation based on rheumatologists' clinical expertise and compared this to these criteria.

methods501 CSA patients from the Leiden CSA cohort and placebo arm of the TREAT EARLIER trial were studied. At baseline, rheumatologists estimated RA risk (0-10 Numeric Rating Scale) informed by history, physical examination and laboratory results. The EULAR/ACR risk stratification criteria (without imaging) were calculated using baseline data. The outcome was RA development (2010 criteria) within 1 year, and the discrimination was compared.

resultsBased on their expertise, rheumatologists estimated the risk of RA as a mean of 5 (SD 1.6) on a 0-10 scale. With an area under the curve (AUC) of 0.64 (95% CI 0.55 to 0.73), patients who did or did not develop RA were moderately differentiated. The RA risk was mainly overestimated compared with observed progression rates. In comparison, the EULAR/ACR risk stratification criteria in the same patients yielded an AUC of 0.91 (95% CI 0.87 to 0.95).

conclusionsRheumatologists' clinical expertise is inaccurate in assessing the risk of developing RA in patients with CSA, due to risk overestimation. This may support the use of established criteria when risk information has clinical or therapeutic implications. TRIAL REGISTRATION NUMBER: NTR4853-trial-NL4599.

Indexed as

ArthralgiaArthritis, RheumatoidClinical CompetenceRheumatologistsDisease ProgressionFemaleHumansMaleMiddle AgedRisk AssessmentRisk FactorsArthritis, RheumatoidEpidemiologySensitivity and Specificity

Identifiers

PMID41720598
PMCPMC12927288

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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.