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Enhancing meningitis diagnosis: a diagnostic stewardship workflow in a resource-limited setting
Alfredo Chiappe Gonzalez1,2,3, Juan Carlos Gómez de la Torre1,4,5, Juan José Montenegro-Idrogo2,6
1Instituto de Investigaciones en Ciencias Biomédicas, Universidad Ricardo Palma, Lima, Peru.
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.
Insights
A new diagnostic stewardship workflow (DSW) significantly improves pathogen detection for central nervous system (CNS) infections, especially in resource-limited settings. This approach enhances diagnostic efficiency and reduces costs compared to standard care.
Area of Science:
- Neurology
- Infectious Diseases
- Clinical Diagnostics
Background:
- Central nervous system (CNS) infections are a major cause of illness and death, particularly in low- and middle-income countries.
- Existing diagnostic methods in resource-limited settings often lack efficiency and comprehensive pathogen detection.
Purpose of the Study:
- To develop and evaluate a diagnostic stewardship workflow (DSW) to enhance pathogen detection and diagnostic efficiency for meningitis in resource-limited settings.
- To compare the DSW's performance against standard of care (SoC) in terms of pathogen identification and cost-effectiveness.
Main Methods:
- A prospective cross-sectional study was conducted in Lima, Peru, involving 103 adults with suspected meningitis.
- Cerebrospinal fluid specimens were analyzed using both the hospital's standard of care (SoC) and the newly developed DSW at an independent reference laboratory.
- Statistical comparisons, including McNemar's and Cochran's Q tests with Holm-Bonferroni correction, were used to evaluate diagnostic yield and cost simulations were performed.
Main Results:
- The DSW achieved a significantly higher pathogen detection rate (97.7%) compared to SoC.
- The DSW demonstrated substantial incremental yield over SoC, particularly for tuberculous meningitis (+36%), bacterial meningitis (+67%), and viral encephalitis (+100%).
- A cost simulation indicated that the DSW could reduce diagnostic expenditure by approximately 61%.
Conclusions:
- The diagnostic stewardship workflow substantially increases pathogen detection for CNS infections, especially for viral and difficult-to-culture bacteria.
- The DSW offers a practical approach to streamline diagnostics, reduce unnecessary testing, and lower costs in resource-limited settings.
- Implementing the DSW provides guidance to clinicians, improving the efficiency of diagnostic care for meningitis.
Related Concept Videos
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Rapid Identification of Pathogens
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Acute Pyelonephritis II: Diagnostic Studies and Management

