Evidence map›Paper›PMID 41857702›Full record

ArticleBMC cardiovascular disorders2026

Comparison of different criteria for rheumatic heart disease screening: an empirical study in Sierra Leone.

Belén Fernández-de-Toro, Lucía Cobarro, Jorge Pérez-Martín, Francisco Javier Díez

Abstract readComparative Study
In one paragraph

Article in BMC cardiovascular disorders, 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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5 · Who and what money

Authors and funding

4 authors.

Belén Fernández-de-ToroUniversidad Nacional de Educación a Distancia (UNED), Madrid, Spain. belen.fernandez@dia.uned.es.
Lucía CobarroHospital Universitario 12 de Octubre, Madrid, Spain.
Jorge Pérez-MartínUniversidad Nacional de Educación a Distancia (UNED), Madrid, Spain.
Francisco Javier DíezUniversidad Nacional de Educación a Distancia (UNED), Madrid, Spain.

Funding

Ministerio de Ciencia y Tecnología PID2023-150515OB-I00Universidad Nacional de Educación a Distancia 2022V/ITEMP/005
6 · The paper itself

Abstract

backgroundRheumatic heart disease (RHD) affects approximately 40 million people, primarily in low- and middle-income countries. Transthoracic echocardiography is the gold standard for early detection of RHD. Yet, no single echocardiographic finding or combination of findings unequivocally confirms RHD, especially in subclinical stages. As a result, multiple diagnostic guidelines have been proposed.

objectivesTo characterise the echocardiographic RHD findings and criteria included in five of those guidelines; to assess how these diagnostic criteria differ when applied to a concrete population, namely a cohort of high-school students in Sierra Leone; and, as a secondary objective, to provide an initial estimate of the burden of RHD in this country.

methodsOur study has two parts. First, we performed a qualitative comparison of five major echocardiographic guidelines, mapping every diagnostic criterion into four roles (required, sufficient, combined, or not considered) for each guideline. Second, we conducted a school-based screening in Sierra Leone. A cohort of 604 asymptomatic female students (aged 10–22 years) underwent a two-phase echocardiographic protocol. We quantified regurgitant jet characteristics and morphological signs according to the criteria of the compared guidelines.

resultsGuideline discrepancies were substantial, particularly in jet length thresholds and the diagnostic role of morphological features. These differences shifted individual classifications across categories. In our cohort, 13 students (2.2%) had findings beyond normal under at least one guideline, and positive cases ranged from 0.99% to 2.15% depending on the guideline. Using the World Heart Federation (WHF) 2023 criteria, 1.16% (95% CI: 0.47–2.37) were classified as positive.

conclusionsVariability in echocardiographic criteria influences RHD classification and prevalence estimation. Our empirical study shows that the use of rigid echocardiographic cut-offs may lead to discarding some cases suspicious of RHD, especially in the WHF 2023 screening guideline, because one unfulfilled criterion automatically leads to a negative diagnosis, regardless of the number and relevance of positive findings. We argue that a probabilistic causal model that ponders the numerical measurements and considers correlations among findings would be more appropriate for screening and diagnosis.

Indexed as

EchocardiographyMass ScreeningPractice Guidelines as TopicRheumatic Heart DiseaseAdolescentAsymptomatic DiseasesChildEarly DiagnosisFemaleHumansPredictive Value of TestsPrevalenceReproducibility of ResultsSierra LeoneYoung AdultRheumatic heart disease (RHD)Screening guidelinesSierra Leone

Identifiers

PMID41857702
PMCPMC13122888

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