Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests

© The Author(s) 2019. Published by Oxford University Press for the Infectious Diseases Society of America. BACKGROUND: In the absence of proper guidelines and algorithms, available rapid diagnostic tests (RDTs) for common acute undifferentiated febrile illnesses are often used inappropriately. METHO...

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Main Authors: Sunil Pokharel, Lisa J. White, Ricardo Aguas, Olivier Celhay, Karell G. Pellé, Sabine Dittrich
Other Authors: Foundation for Innovative New Diagnostics, Switzerland
Format: Article
Published: 2020
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/58152
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spelling th-mahidol.581522020-08-25T17:41:11Z Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests Sunil Pokharel Lisa J. White Ricardo Aguas Olivier Celhay Karell G. Pellé Sabine Dittrich Foundation for Innovative New Diagnostics, Switzerland Mahidol University Nuffield Department of Medicine Medicine © The Author(s) 2019. Published by Oxford University Press for the Infectious Diseases Society of America. BACKGROUND: In the absence of proper guidelines and algorithms, available rapid diagnostic tests (RDTs) for common acute undifferentiated febrile illnesses are often used inappropriately. METHODS: Using prevalence data of 5 common febrile illnesses from India and Cambodia, and performance characteristics (sensitivity and specificity) of relevant pathogen-specific RDTs, we used a mathematical model to predict the probability of correct identification of each disease when diagnostic testing occurs either simultaneously or sequentially in various algorithms. We developed a web-based application of the model so as to visualize and compare output diagnostic algorithms when different disease prevalence and test performance characteristics are introduced. RESULTS: Diagnostic algorithms with appropriate sequential testing predicted correct identification of etiology in 74% and 89% of patients in India and Cambodia, respectively, compared with 46% and 49% with simultaneous testing. The optimally performing sequential diagnostic algorithms differed in India and Cambodia due to varying disease prevalence. CONCLUSIONS: Simultaneous testing is not appropriate for the diagnosis of acute undifferentiated febrile illnesses with presently available tests, which should deter the unsupervised use of multiplex diagnostic tests. The implementation of adaptive algorithms can predict better diagnosis and add value to the available RDTs. The web application of the model can serve as a tool to identify the optimal diagnostic algorithm in different epidemiological settings, while taking into account the local epidemiological variables and accuracy of available tests. 2020-08-25T10:41:11Z 2020-08-25T10:41:11Z 2020-05-23 Article Clinical infectious diseases : an official publication of the Infectious Diseases Society of America. Vol.70, No.11 (2020), 2262-2269 10.1093/cid/ciz665 15376591 2-s2.0-85082481680 https://repository.li.mahidol.ac.th/handle/123456789/58152 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85082481680&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Medicine
spellingShingle Medicine
Sunil Pokharel
Lisa J. White
Ricardo Aguas
Olivier Celhay
Karell G. Pellé
Sabine Dittrich
Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests
description © The Author(s) 2019. Published by Oxford University Press for the Infectious Diseases Society of America. BACKGROUND: In the absence of proper guidelines and algorithms, available rapid diagnostic tests (RDTs) for common acute undifferentiated febrile illnesses are often used inappropriately. METHODS: Using prevalence data of 5 common febrile illnesses from India and Cambodia, and performance characteristics (sensitivity and specificity) of relevant pathogen-specific RDTs, we used a mathematical model to predict the probability of correct identification of each disease when diagnostic testing occurs either simultaneously or sequentially in various algorithms. We developed a web-based application of the model so as to visualize and compare output diagnostic algorithms when different disease prevalence and test performance characteristics are introduced. RESULTS: Diagnostic algorithms with appropriate sequential testing predicted correct identification of etiology in 74% and 89% of patients in India and Cambodia, respectively, compared with 46% and 49% with simultaneous testing. The optimally performing sequential diagnostic algorithms differed in India and Cambodia due to varying disease prevalence. CONCLUSIONS: Simultaneous testing is not appropriate for the diagnosis of acute undifferentiated febrile illnesses with presently available tests, which should deter the unsupervised use of multiplex diagnostic tests. The implementation of adaptive algorithms can predict better diagnosis and add value to the available RDTs. The web application of the model can serve as a tool to identify the optimal diagnostic algorithm in different epidemiological settings, while taking into account the local epidemiological variables and accuracy of available tests.
author2 Foundation for Innovative New Diagnostics, Switzerland
author_facet Foundation for Innovative New Diagnostics, Switzerland
Sunil Pokharel
Lisa J. White
Ricardo Aguas
Olivier Celhay
Karell G. Pellé
Sabine Dittrich
format Article
author Sunil Pokharel
Lisa J. White
Ricardo Aguas
Olivier Celhay
Karell G. Pellé
Sabine Dittrich
author_sort Sunil Pokharel
title Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests
title_short Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests
title_full Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests
title_fullStr Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests
title_full_unstemmed Algorithm in the Diagnosis of Febrile Illness Using Pathogen-specific Rapid Diagnostic Tests
title_sort algorithm in the diagnosis of febrile illness using pathogen-specific rapid diagnostic tests
publishDate 2020
url https://repository.li.mahidol.ac.th/handle/123456789/58152
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