Estimating the Proportion of Pneumonia Attributable to Pneumococcus in Kenyan Adults
Open Access
- 1 September 2010
- journal article
- infectious disease
- Published by Wolters Kluwer Health in Epidemiology
- Vol. 21 (5) , 719-725
- https://doi.org/10.1097/ede.0b013e3181e4c4d5
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.Keywords
This publication has 38 references indexed in Scilit:
- Efficacy of nine-valent pneumococcal conjugate vaccine against pneumonia and invasive pneumococcal disease in The Gambia: randomised, double-blind, placebo-controlled trialThe Lancet, 2005
- Diagnosis of Pneumococcal Pneumonia by psaA PCR Analysis of Lung Aspirates from Adult Patients in KenyaJournal of Clinical Microbiology, 2003
- Validation of Immunoglobulin G Enzyme‐Linked Immunosorbent Assay for Antibodies to Pneumococcal Surface Adhesin A in the Diagnosis of Pneumococcal Pneumonia among Adults in KenyaThe Journal of Infectious Diseases, 2002
- Nonspecificity of Assaying for IgG Antibody to Pneumolysin in Circulating Immune Complexes as a Means to Diagnose Pneumococcal PneumoniaClinical Infectious Diseases, 2001
- Diagnosis of Pneumococcal Pneumonia in Epidemiological Studies: Evaluation in Kenyan Adults of a Serotype‐Specific Urine Latex Agglutination AssayClinical Infectious Diseases, 1999
- Community acquired pneumonia in adults: a study comparing clinical features and outcome in Africa (Republic of Guinea) and Europe (France).Thorax, 1996
- Latent Structure Models with Direct Effects between IndicatorsSociological Methods & Research, 1988
- Lobar pneumonia in Northern Zambia: clinical study of 502 adult patients.Thorax, 1984
- Maximum Likelihood Estimation and Model Selection in Contingency Tables with Missing DataJournal of the American Statistical Association, 1982
- Mycoplasma pneumoniae and the aetiology of lobar pneumonia in northern Nigeria.Thorax, 1979