Evidence map›Paper›PMID 42549913›Full record

ArticleMicrobiology spectrum2026

Enhancing meningitis diagnosis: a diagnostic stewardship workflow in a resource-limited setting.

Alfredo Chiappe Gonzalez, Juan Carlos Gómez de la Torre, Juan José Montenegro-Idrogo, Nicanor Mori, Evelyn Villacorta, Lizzet Martínez-Dionisio, Carolina Cucho, Luis Alvarado, Renee Newby, Joseph Zunt and 1 more

Abstract read
In one paragraph

Article in Microbiology spectrum, 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

11 authors.

Alfredo Chiappe GonzalezInstituto de Investigaciones en Ciencias Biomédicas, Universidad Ricardo Palma, Lima, Peru.ORCID 0000-0003-0687-3112
Juan Carlos Gómez de la TorreInstituto de Investigaciones en Ciencias Biomédicas, Universidad Ricardo Palma, Lima, Peru.ORCID 0000-0003-4566-2027
Juan José Montenegro-IdrogoHospital Nacional Dos de Mayo, Lima, Peru.ORCID 0000-0002-3874-1432
Nicanor MoriHospital Nacional Daniel A. Carrion, Callao, Peru.
Evelyn VillacortaDivision of Infectious Diseases, University of Kentucky, Lexington, Kentucky, USA.
Lizzet Martínez-DionisioHospital Maria Auxiliadora, Lima, Peru.
Carolina CuchoInstituto de Investigaciones en Ciencias Biomédicas, Universidad Ricardo Palma, Lima, Peru.
Luis AlvaradoROE Laboratorio Clínico, Lima, Peru.
Renee NewbyNorthern Pacific Global Health Research Fellows Training Consortium, University of Washington, Seattle, Washington, USA.
Joseph ZuntDepartment of Neurology, University of Washington, Seattle, Washington, USA.
Jaime SoriaNorthern Pacific Global Health Research Fellows Training Consortium, University of Washington, Seattle, Washington, USA.ORCID 0000-0002-5863-0502

Funding

NPGH LEADERs YR12: OBSSR (Greenberg, Ngwafong Mukere) & NIBIB (Lee)D43TW009345 · FIC · UNIVERSITY OF WASHINGTON · PI Dibyadyuti Datta, Chandy C. John · 2017 to 2026
$15.2M
FIC NIH HHS D43 TW009345NIH HHS D43 TW009345
6 · The paper itself

Abstract

Central nervous system (CNS) infections cause high morbidity and mortality, especially in low- and middle-income countries, where the burden is unevenly distributed. This study aims to develop a diagnostic stewardship workflow (DSW) to improve diagnostic efficiency and increase pathogen detection in resource-limited settings. We conducted a prospective cross-sectional study in adults with suspected meningitis in Lima, Peru. Cerebrospinal fluid specimens were processed in parallel by the hospital laboratory (standard of care [SoC]) and an independent reference laboratory executing the DSW, enabling within-patient head-to-head comparison. The DSW was compared with the SoC using McNemar's and Cochran's Q tests with Holm-Bonferroni correction. Among 103 adults (median age: 39 years, 36.9% HIV-positive), CNS infection was confirmed in 44 (42.7%), and a non-infectious etiology was diagnosed in 20 (19.4%). The DSW achieved significantly higher pathogen detection rates (97.7%; 43/44 confirmed cases). Incremental yield over SoC was etiology-specific: 0 pp for cryptococcosis, +36 pp for tuberculous meningitis, +67 pp for bacterial meningitis, and +100 pp for viral encephalitis. A deterministic cost simulation showed that applying the DSW with sequential stopping rules would reduce per-cohort diagnostic expenditure by approximately 61% compared with the all-tests-to-all strategy applied in this study. A DSW substantially increases pathogen detection compared to standard diagnostic procedures, with the largest incremental gains for viral and difficult-to-culture bacterial pathogens, while reducing unnecessary testing and diagnostic costs and providing practical guidance to clinicians to streamline the diagnostic process. IMPORTANCE: We developed a meningitis diagnostic stewardship workflow using clinical information and initial test results to guide decision-making and streamline pathogen detection. This approach increased diagnostic yield, has the potential to reduce unnecessary testing, and may support more efficient diagnostic care in resource-limited settings.

Indexed as

MeningitisAdultCross-Sectional StudiesFemaleHumansMaleMeningitis, BacterialMiddle AgedPeruProspective StudiesResource-Limited SettingsWorkflowYoung Adultdiagnosismeningitismolecular teststewardship

Identifiers

PMID42549913
PMCPMC13532260

What OpenQuestion holds

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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.