Evidence map›Paper›PMID 41695749›Full record

ArticleFrontiers in pediatrics2026

Evaluation of the classification performance and cost-effectiveness of classification criteria in children with systemic lupus erythematosus.

Ana Luisa Rodríguez-Lozano, Alejandro Gabriel González-Garay, Miguel Ángel Villasis-Keever, Ruth G Nájera-Velázquez, Marimar Sáez-de-Ocariz, Selma Cecilia Scheffler-Mendoza, Francisco Eduardo Rivas-Larrauri, Marco Antonio Yamazaki-Nakashimada, Silvestre García-De La Puente

Abstract read
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Article in Frontiers in pediatrics, 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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1 · What the graph read from it

What it found

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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

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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

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Ana Luisa Rodríguez-LozanoImmunology Department, Instituto Nacional de Pediatría, Mexico City, Mexico.
Alejandro Gabriel González-GarayDepartment of Research Methodology, Instituto Nacional de Pediatría, Mexico City, Mexico.
Miguel Ángel Villasis-KeeverPediatric Department, UMAE Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, IMSS, Mexico City, Mexico.
Ruth G Nájera-VelázquezImmunology Department, Instituto Nacional de Pediatría, Mexico City, Mexico.
Marimar Sáez-de-OcarizDermatology Department, Instituto Nacional de Pediatría, Mexico City, Mexico.
Selma Cecilia Scheffler-MendozaImmunology Department, Instituto Nacional de Pediatría, Mexico City, Mexico.
Francisco Eduardo Rivas-LarrauriImmunology Department, Instituto Nacional de Pediatría, Mexico City, Mexico.
Marco Antonio Yamazaki-NakashimadaImmunology Department, Instituto Nacional de Pediatría, Mexico City, Mexico.
Silvestre García-De La PuenteDepartment of Research Methodology, Instituto Nacional de Pediatría, Mexico City, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Childhood-onset systemic lupus erythematosus (cSLE) is a chronic autoimmune disease. In Latin America, the utility of the existing lupus classification criteria and their economic implications remain unexplored. Objective: To evaluate and compare the utility and cost-effectiveness of the ACR-1997, SLICC-2012, and ACR/EULAR-2019 classification criteria in children with suspected cSLE. Methods: We prospectively included subjects aged ≤17 who presented to the Immunology Department with suspected cSLE and consented to participate in the study. Exclusion criteria were pregnancy, tuberculosis, immunosuppressive therapy, malignancies, or insufficient data to apply the classification criteria. The ACR-1997, SLICC-2012, and ACR/EULAR-2019 lupus criteria were applied, followed by a referral for expert consensus diagnosis, which served as the standard of reference. We calculated the classification performance (how well a set of classification criteria assigns an individual to SLE or no-cSLE, measuring sensitivity, specificity, among others), direct healthcare costs for each classification, and developed a decision tree and quadrant graph for economic evaluation. Results: Ninety-six subjects (83% female) with a median age of 13.5 years were included in this study. The expert consensus diagnosis identified cSLE in 43 subjects; ACR and ACR/EULAR each identified 42 cases, while SLICC identified 56. The sensitivity was 98% for SLICC-2012, 84% for ACR-1997, and ACR/EULAR-2019, Conclusion: The SLICC-2012 criteria were the most sensitive for the classification of SLE, but not the most cost-effective. ACR-1997 remains the most cost-effective tool in specialized settings; however, the higher sensitivity of SLICC-2012 supports its use to improve early referral.

Indexed as

ACR-1997ACR/EULAR-2019childhood-onset systemic lupus erythematosusclassification criteriaeconomic evaluationSLICC-2012systemic lupus erythematosus

Identifiers

PMID41695749
PMCPMC12901401

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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 Socratic graph.