Literature DB >> 20562627

Estimating the proportion of pneumonia attributable to pneumococcus in Kenyan adults: latent class analysis.

Jukka Jokinen1, J Anthony G Scott.   

Abstract

BACKGROUND: Community-acquired pneumonia is a common cause of hospitalization among African adults, and Streptococcus pneumoniae is assumed to be a frequent cause. Pneumococcal conjugate vaccine is currently being introduced into childhood immunization programs in Africa. The case for adult vaccination is dependent on the contribution of the pneumococcus to the hospital pneumonia burden.
METHODS: Pneumococcal diagnosis is complex because there is no gold standard, and culture methods are invalidated by antibiotic use. We used latent class analysis to estimate the proportion of pneumonia episodes caused by pneumococcus. Furthermore, we extended this methodology to evaluate the effect of antimicrobial treatment on test accuracies and the prevalence of the disease. The study combined data from 5 validation studies of pneumococcal diagnostic tests performed on 281 Kenyan adults with pneumonia.
RESULTS: The proportion of pneumonia episodes attributable to pneumococcus was 0.46 (95% confidence interval = 0.36-0.57). Failure to account for the effect of antimicrobial exposure underestimates this proportion as 0.32. A history of antibiotic exposure was a poor predictor of antimicrobial activity in patients' urine. Blood culture sensitivity for pneumococcus was estimated at 0.24 among patients with antibiotic exposure, and 0.75 among those without.
CONCLUSIONS: The large contribution of pneumococcus to adult pneumonia provides a strong case for the investigation of pneumococcal vaccines in African adults.

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Year:  2010        PMID: 20562627      PMCID: PMC2923075          DOI: 10.1097/EDE.0b013e3181e4c4d5

Source DB:  PubMed          Journal:  Epidemiology        ISSN: 1044-3983            Impact factor:   4.822


  37 in total

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4.  Effect of antimicrobial use on pneumococcal diagnostic tests in elderly patients with community-acquired pneumonia.

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7.  Etiology and Incidence of viral and bacterial acute respiratory illness among older children and adults in rural western Kenya, 2007-2010.

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8.  Methods to Account for Uncertainty in Latent Class Assignments When Using Latent Classes as Predictors in Regression Models, with Application to Acculturation Strategy Measures.

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Review 9.  Accuracy of composite diagnostic standards for pneumococcal pneumonia in vaccine trials.

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Review 10.  Estimating the burden of pneumococcal pneumonia among adults: a systematic review and meta-analysis of diagnostic techniques.

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Journal:  PLoS One       Date:  2013-04-02       Impact factor: 3.240

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