Evidence map›Paper›PMID 42095819›Full record

ArticleTropical medicine & international health : TM & IH2026

Predictive Ability of Sonographic Characteristics Alone to Diagnose Tuberculous Pleural Effusions in a Resource-Limited Setting: A Cross-Sectional Pilot Study in Zambia.

Lukonde Zimba, Salomé-Joëlle Gass, Mpundu C Makasa, Matthew S Haldeman

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Article in Tropical medicine & international health : TM & IH, 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

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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

4 authors.

Lukonde ZimbaDepartment of Community and Family Medicine, School of Public Health, University of Zambia, Lusaka, Zambia.ORCID https://orcid.org/0009-0000-2695-2833
Salomé-Joëlle GassDepartment of Health Services, Policy, and Management, Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, USA.
Mpundu C MakasaDepartment of Community and Family Medicine, School of Public Health, University of Zambia, Lusaka, Zambia.
Matthew S HaldemanDepartment of Family and Preventive Medicine, University of South Carolina School of Medicine, Columbia, South Carolina, USA.ORCID https://orcid.org/0000-0003-4656-6547

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTuberculous pleural effusion (TPE), the second most common form of extra-pulmonary tuberculosis (TB), remains difficult to diagnose due to low-yield, invasive and often unavailable diagnostics in resource-limited settings. This study aimed to evaluate the diagnostic accuracy of sonographic characteristics alone to predict TB aetiology of pleural effusions using point-of-care ultrasound (POCUS).

methodsThis cross-sectional study included 45 participants in Zambia who underwent ultrasound scanning and diagnostic thoracentesis. Key sonographic characteristics of pleural effusions-presence of septations, presence of plankton sign and unilateral location-were evaluated for their association with TB, using pleural fluid adenosine deaminase (ADA) ≥ 40 IU/L, combined with Xpert MTB/RIF and lipoarabinomannan, as the gold standard. Sensitivity, specificity, positive predictive values and negative predictive values were calculated for each characteristic alone and in combination and multivariate logistic regression was used to determine statistical significance. Interrater reliability between clinician and expert image interpretation was calculated using a kappa statistic.

resultsSignificant associations were found between TB positivity and unilateral location (either side) (p = 0.037), right-sided location (p = 0.043) and any two POCUS signs (p = 0.044). Diagnostic performance varied across the three POCUS signs, with the presence of any two POCUS signs demonstrating the highest sensitivity (90.9%) but moderate specificity (41.7%) and the presence of all 3 POCUS signs showing strong specificity (83.3%) but poor sensitivity (45.5%). Agreement also varied, with the lowest kappa score observed for the plankton sign and the highest for unilateral location.

conclusionsMultiple sonographic characteristics, including unilateral location (either side), unilateral right-sided location and any two positive signs were significantly associated with TB aetiology. Limitations included small sample size, potential selection bias, imperfect gold standard options, and inability to fully assess potential confounders. With additional study, these findings may be used to inform development of a non-invasive tool to predict TB aetiology of pleural effusions-and expedite initiation of anti-TB therapy-in high TB settings globally.

Indexed as

Pleural EffusionTuberculosis, PleuralAdenosine DeaminaseAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedPilot ProjectsPoint-of-Care SystemsPredictive Value of TestsResource-Limited SettingsSensitivity and SpecificityUltrasonographyZambiaAdenosine Deaminasepleural effusionpoint‐of‐care ultrasoundtuberculosisZambia

Identifiers

PMID42095819
PMCPMC13432728

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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.