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      Diagnostic accuracy of two multiplex real-time polymerase chain reaction assays for the diagnosis of meningitis in children in a resource-limited setting

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          Abstract

          Introduction

          Accurate etiological diagnosis of meningitis is important, but difficult in resource-limited settings due to prior administration of antibiotics and lack of viral diagnostics. We aimed to develop and validate 2 real-time multiplex PCR (RT-PCR) assays for the detection of common causes of community-acquired bacterial and viral meningitis in South African children.

          Methods

          We developed 2 multiplex RT- PCRs for detection of S. pneumoniae, N. meningitidis, H. influenzae, enteroviruses, mumps virus and herpes simplex virus. We tested residual CSF samples from children presenting to a local paediatric hospital over a one-year period, whose CSF showed an abnormal cell count. Results were compared with routine diagnostic tests and the final discharge diagnosis. We calculated accuracy of the bacterial RT-PCR assay compared to CSF culture and using World Health Organisation definitions of laboratory-confirmed bacterial meningitis.

          Results

          From 292 samples, bacterial DNA was detected in 12 (4.1%) and viral nucleic acids in 94 (32%). Compared to CSF culture, the sensitivity and specificity of the bacterial RT-PCR was 100% and 97.2% with complete agreement in organism identification. None of the cases positive by viral RT-PCR had a bacterial cause confirmed on CSF culture. Only 9/90 (10%) of patients diagnosed clinically as bacterial meningitis or partially treated bacterial meningitis tested positive with the bacterial RT-PCR.

          Discussion

          In this population the use of 2 multiplex RT-PCRs targeting 6 common pathogens gave promising results. If introduced into routine diagnostic testing, these multiplex RT-PCR assays would supplement other diagnostic tests, and have the potential to limit unnecessary antibiotic therapy and hospitalisation.

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          Most cited references40

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          Interval estimation for the difference between independent proportions: comparison of eleven methods

          Several existing unconditional methods for setting confidence intervals for the difference between binomial proportions are evaluated. Computationally simpler methods are prone to a variety of aberrations and poor coverage properties. The closely interrelated methods of Mee and Miettinen and Nurminen perform well but require a computer program. Two new approaches which also avoid aberrations are developed and evaluated. A tail area profile likelihood based method produces the best coverage properties, but is difficult to calculate for large denominators. A method combining Wilson score intervals for the two proportions to be compared also performs well, and is readily implemented irrespective of sample size.
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            Integrated management of childhood illness by outpatient health workers: technical basis and overview. The WHO Working Group on Guidelines for Integrated Management of the Sick Child.

            S Gove (1997)
            This article describes the technical basis for the guidelines for the integrated management of childhood illness (IMCI), which are presented in the WHO/UNICEF training course on IMCI for outpatient health workers at first-level health facilities in developing countries. These guidelines include the most important case management and preventive interventions against the leading causes of childhood mortality--pneumonia, diarrhoea, malaria, measles and malnutrition. The training course enables health workers who use the guidelines to make correct decisions in the management of sick children. The guidelines have been refined through research studies and field-testing in the Gambia, Ethiopia, Kenya, and United Republic of Tanzania, as well as studies on clinical signs in the detection of anaemia and malnutrition. These studies, and two others from Uganda and Bangladesh, are presented in this Supplement to the Bulletin of the World Health Organization.
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              Simultaneous detection of Neisseria meningitidis, Haemophilus influenzae, and Streptococcus pneumoniae in suspected cases of meningitis and septicemia using real-time PCR.

              A single-tube 5' nuclease multiplex PCR assay was developed on the ABI 7700 Sequence Detection System (TaqMan) for the detection of Neisseria meningitidis, Haemophilus influenzae, and Streptococcus pneumoniae from clinical samples of cerebrospinal fluid (CSF), plasma, serum, and whole blood. Capsular transport (ctrA), capsulation (bexA), and pneumolysin (ply) gene targets specific for N. meningitidis, H. influenzae, and S. pneumoniae, respectively, were selected. Using sequence-specific fluorescent-dye-labeled probes and continuous real-time monitoring, accumulation of amplified product was measured. Sensitivity was assessed using clinical samples (CSF, serum, plasma, and whole blood) from culture-confirmed cases for the three organisms. The respective sensitivities (as percentages) for N. meningitidis, H. influenzae, and S. pneumoniae were 88.4, 100, and 91.8. The primer sets were 100% specific for the selected culture isolates. The ctrA primers amplified meningococcal serogroups A, B, C, 29E, W135, X, Y, and Z; the ply primers amplified pneumococcal serotypes 1, 2, 3, 4, 5, 6, 7, 8, 9, 10A, 11A, 12, 14, 15B, 17F, 18C, 19, 20, 22, 23, 24, 31, and 33; and the bexA primers amplified H. influenzae types b and c. Coamplification of two target genes without a loss of sensitivity was demonstrated. The multiplex assay was then used to test a large number (n = 4,113) of culture-negative samples for the three pathogens. Cases of meningococcal, H. influenzae, and pneumococcal disease that had not previously been confirmed by culture were identified with this assay. The ctrA primer set used in the multiplex PCR was found to be more sensitive (P < 0.0001) than the ctrA primers that had been used for meningococcal PCR testing at that time.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                27 March 2017
                2017
                : 12
                : 3
                : e0173948
                Affiliations
                [1 ]Division of Medical Microbiology, Department of Pathology, University of Cape Town, Cape Town, South Africa
                [2 ]National Health Laboratory Service, Johannesburg, South Africa
                [3 ]Division of Virology, Department of Pathology, University of Cape Town, Cape Town, South Africa
                [4 ]Department of Paediatrics, University of Cape Town, Cape Town, South Africa
                Wadsworth Center, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                • Conceptualization: CB MN DH.

                • Formal analysis: CB RM JK.

                • Investigation: PM JK.

                • Methodology: JK.

                • Writing – original draft: CB JK.

                • Writing – review & editing: CB MN.

                Author information
                http://orcid.org/0000-0001-6236-879X
                Article
                PONE-D-16-40893
                10.1371/journal.pone.0173948
                5367690
                28346504
                a071577c-f625-4eb8-a163-3aa3305239d4
                © 2017 Khumalo et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 17 October 2016
                : 1 March 2017
                Page count
                Figures: 3, Tables: 6, Pages: 19
                Funding
                Funded by: National Health Laboratory Reseach Trust
                Award ID: 004_94336
                Award Recipient :
                This work was supported by National Health Laboratory Service Research Trust, http://www.nhls.ac.za/?page=nhls_research_trust&id=32, Grant 004_94336. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Molecular Biology
                Molecular Biology Techniques
                Artificial Gene Amplification and Extension
                Polymerase Chain Reaction
                Reverse Transcriptase-Polymerase Chain Reaction
                Research and Analysis Methods
                Molecular Biology Techniques
                Artificial Gene Amplification and Extension
                Polymerase Chain Reaction
                Reverse Transcriptase-Polymerase Chain Reaction
                Medicine and Health Sciences
                Infectious Diseases
                Bacterial Diseases
                Bacterial Meningitis
                Medicine and Health Sciences
                Infectious Diseases
                Infectious Diseases of the Nervous System
                Meningitis
                Bacterial Meningitis
                Medicine and Health Sciences
                Neurology
                Infectious Diseases of the Nervous System
                Meningitis
                Bacterial Meningitis
                Medicine and Health Sciences
                Inflammatory Diseases
                Meningitis
                Bacterial Meningitis
                Biology and Life Sciences
                Anatomy
                Body Fluids
                Cerebrospinal Fluid
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