Evidence map›Paper›PMID 42819732›Full record

ArticleRheumatology advances in practice2026

Targeted anti-CCP testing to identify people at risk of rheumatoid arthritis in primary care: an early economic evaluation.

Alison F Smith, Bethany Shinkins, Elizabeth M A Hensor, Michelle Wilson, Anna M Anderson, Rebecca Stack, Paul Emery, Kulveer Mankia, Heidi J Siddle

Abstract read
In one paragraph

Article in Rheumatology advances in practice, 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
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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

9 authors.

Alison F SmithLeeds Institute of Health Sciences, University of Leeds, Leeds, UK.ORCID https://orcid.org/0000-0001-7709-1869
Bethany ShinkinsLeeds Institute of Health Sciences, University of Leeds, Leeds, UK.ORCID https://orcid.org/0000-0001-5350-1018
Elizabeth M A HensorLeeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.ORCID https://orcid.org/0000-0002-5245-4755
Michelle WilsonLeeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.ORCID https://orcid.org/0000-0001-7556-1599
Anna M AndersonLeeds Institute of Health Sciences, University of Leeds, Leeds, UK.ORCID https://orcid.org/0000-0002-4048-6880
Rebecca StackThree Counties Medical School, University of Worcester, Worcester, UK.ORCID https://orcid.org/0000-0002-0516-0228
Paul EmeryWarwick Medical School, University of Warwick, Coventry, UK.ORCID https://orcid.org/0000-0002-7429-8482
Kulveer MankiaLeeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.ORCID https://orcid.org/0000-0002-7945-6582
Heidi J SiddleLeeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.ORCID https://orcid.org/0000-0002-6015-332X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: To undertake an early economic evaluation of anti-cyclic citrullinated peptide (anti-CCP) antibody testing scenarios in primary care, to improve identification of individuals at risk of rheumatoid arthritis (RA). Methods: A discrete event simulation (DES) model was developed to track a hypothetical cohort of 10 000 patients from primary care presentation with musculoskeletal (MSK) symptoms without synovitis through to secondary care rheumatology services. Multiple anti-CCP testing scenarios were evaluated, including testing all patients on first presentation and targeted testing using a novel anti-CCP prediction model. Patients with positive anti-CCP results were referred to rheumatology services. The base-case assumed no primary care anti-CCP testing with no immediate referrals. Cost-effectiveness was assessed according to the additional cost to the healthcare system required to immediately refer one patient with imminent inflammatory arthritis (IA) (developing RA or other IA within 1 year of presentation). Results: Anti-CCP testing in all patients with MSK symptoms leads to 52.7% of those with imminent IA being immediately referred, versus 23.8% with targeted testing. Average per-patient short-term healthcare costs were £77.44 (no testing), £127.83 (testing all) and £87.54 (targeted testing). Versus no testing, additional costs of £5038 (testing all) or £2234 (targeted testing) were incurred per additional patient with imminent IA immediately referred. Targeted testing incurred more favorable cost-per-referral results than indiscriminate testing over all analyses. Conclusion: Targeted anti-CCP testing is a potentially cost-effective strategy to identify patients at risk of RA and enable prompt referral. Investigation of long-term costs and outcomes is warranted to determine the optimal testing strategy.

Indexed as

anti-cyclic citrullinated peptide (anti-CCP) antibodieseconomic evaluationprediction modelrheumatoid arthritis

Identifiers

PMID42819732
PMCPMC13626717

What OpenQuestion holds

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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.