Evidence map›Paper›PMID 41924288›Full record

ReviewFrontiers in pediatrics2026

From gaps to progress: five-year global advances in the diagnosis of pediatric tuberculosis.

Yang Yang, Dan Ye, Zhentao Fei, Ping Liu, Huarui Liu, Xuhui Liu, Lu Xia

Abstract readReview
In one paragraph

Review 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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

7 authors.

Yang Yang *Department of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Dan Ye *Department of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Zhentao FeiDepartment of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Ping LiuDepartment of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Huarui LiuDepartment of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Xuhui LiuDepartment of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
Lu XiaDepartment of Tuberculosis, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Pediatric tuberculosis (TB) remains a major global health challenge, characterized by age-specific difficulties especially in diagnosis compared to adults. This review summarizes key advances in pediatric TB diagnostics over the past five years. Methods: Literature was retrieved from PubMed/MEDLINE, Embase, Web of Science, Scopus, the Cochrane Library, and Google Scholar. Priority was given to multi-center pediatric cohort studies, diagnostic accuracy studies, implementation studies, and evidence that informed international guidelines. Advances: In diagnosis, the field is shifting from reliance on conventional bacteriology toward a multidimensional approach integrating molecular diagnostics, host biomarkers, and artificial intelligence (AI)-assisted imaging. This approach addresses challenges arising from the paucibacillary nature of pediatric TB and difficulties in specimen collection. Recent advances include expanded use of rapid molecular assays on non-sputum specimens, the development of host-response biomarkers primarily for triage and risk stratification, and emerging but still limited applications of AI-assisted chest radiography for screening in pediatric populations. Conclusion: Although pediatric TB care has moved from an adult-centric evidence paradigm to an increasingly child-specific evidence base, substantial gaps persist between diagnostic evidence and real-world implementation, especially in high-burden, resource-constrained settings. Future efforts should prioritize scalable, child-centered diagnostic strategies that can be integrated into decentralized care pathways, with particular attention to infants and other vulnerable groups. Strengthening diagnostic access and implementation will be critical to advancing global End TB goals for children.

Indexed as

artificial intelligencehost-response biomarkersmolecular diagnosticspediatric tuberculosispoint-of-care testing

Identifiers

PMID41924288
PMCPMC13036138

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.