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Prediction of Outcome From Adult Bacterial Meningitis in a High-HIV-Seroprevalence, Resource-Poor Setting Using the Malawi Adult Meningitis Score (MAMS)
- Source :
- Wall, E C, Mukaka, M, Scarborough, M, Ajdukiewicz, K, Cartwright, K E, Nyirenda, M, Denis, B, Allain, T J, Faragher, B, Lalloo, D G & Heyderman, R S 2017, ' Prediction of outcome from adult bacterial meningitis in ta high-HIV-seroprevalence, resource-poor setting using the Malawi adult meningitis score (MAMS) ', Clinical Infectious Diseases, vol. 64, no. 4, pp. 413-419 . https://doi.org/10.1093/cid/ciw779, Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America
- Publication Year :
- 2016
- Publisher :
- Oxford University Press (OUP), 2016.
-
Abstract
- Summary The Malawi Adult Meningitis Score prediction tool accurately estimates risk of clinical outcome from bacterial meningitis in sub-Saharan Africa. Clinical trial analysis by risk stratification reveals more severe outcomes in low-risk groups receiving adjunctive glycerol compared to placebo.<br />Background. Acute bacterial meningitis (ABM) in adults residing in resource-poor countries is associated with mortality rates >50%. To improve outcome, interventional trials and standardized clinical algorithms are urgently required. To optimize these processes, we developed and validated an outcome prediction tool to identify ABM patients at greatest risk of death. Methods. We derived a nomogram using mortality predictors derived from a logistic regression model of a discovery database of adult Malawian patients with ABM (n = 523 [65%] cerebrospinal fluid [CSF] culture positive). We validated the nomogram internally using a bootstrap procedure and subsequently used the nomogram scores to further interpret the effects of adjunctive dexamethasone and glycerol using clinical trial data from Malawi. Results. ABM mortality at 6-week follow-up was 54%. Five of 15 variables tested were strongly associated with poor outcome (CSF culture positivity, CSF white blood cell count, hemoglobin, Glasgow Coma Scale, and pulse rate), and were used in the derivation of the Malawi Adult Meningitis Score (MAMS) nomogram. The C-index (area under the curve) was 0.76 (95% confidence interval, .71–.80) and calibration was good (Hosmer-Lemeshow C-statistic = 5.48, df = 8, P = .705). Harmful effects of adjunctive glycerol were observed in groups with relatively low predicted risk of poor outcome (25%–50% risk): Case Fatality Rate of 21% in the placebo group and 52% in the glycerol group (P < .001). This effect was not seen with adjunctive dexamethasone. Conclusions. MAMS provides a novel tool for predicting prognosis and improving interpretation of ABM clinical trials by risk stratification in resource-poor settings. Whether MAMS can be applied to non-HIV-endemic countries requires further evaluation.
- Subjects :
- Adult
Microbiology (medical)
Malawi
medicine.medical_specialty
030204 cardiovascular system & hematology
Logistic regression
Meningitis, Bacterial
03 medical and health sciences
0302 clinical medicine
Seroepidemiologic Studies
Internal medicine
parasitic diseases
Case fatality rate
Major Article
medicine
Humans
030212 general & internal medicine
Young adult
Intensive care medicine
business.industry
Mortality rate
Area under the curve
HIV
Nomogram
Prognosis
medicine.disease
3. Good health
Clinical trial
Infectious Diseases
Africa
outcome
severity score
bacterial meningitis
business
Meningitis
Subjects
Details
- ISSN :
- 15376591 and 10584838
- Database :
- OpenAIRE
- Journal :
- Clinical Infectious Diseases
- Accession number :
- edsair.doi.dedup.....321c455f747245c7fc0e7304c3990ed2