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It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage

BACKGROUND: The specificity of molecular methods for the detection of Streptococcus pneumoniae carriage is under debate. We propose a procedure for carriage surveillance and vaccine impact studies that increases the accuracy of molecular detection of live pneumococci in polymicrobial respiratory sam...

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Autores principales: Miellet, Willem R., van Veldhuizen, Janieke, Litt, David, Mariman, Rob, Wijmenga-Monsuur, Alienke J., Badoux, Paul, Nieuwenhuijsen, Tessa, Thombre, Rebecca, Mayet, Sanaa, Eletu, Seyi, Sheppard, Carmen, van Houten, Marianne Alice, Rots, Nynke Y., Miller, Elizabeth, Fry, Norman K., Sanders, Elisabeth A. M., Trzciński, Krzysztof
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9060910/
https://www.ncbi.nlm.nih.gov/pubmed/35509314
http://dx.doi.org/10.3389/fmicb.2022.859736
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author Miellet, Willem R.
van Veldhuizen, Janieke
Litt, David
Mariman, Rob
Wijmenga-Monsuur, Alienke J.
Badoux, Paul
Nieuwenhuijsen, Tessa
Thombre, Rebecca
Mayet, Sanaa
Eletu, Seyi
Sheppard, Carmen
van Houten, Marianne Alice
Rots, Nynke Y.
Miller, Elizabeth
Fry, Norman K.
Sanders, Elisabeth A. M.
Trzciński, Krzysztof
author_facet Miellet, Willem R.
van Veldhuizen, Janieke
Litt, David
Mariman, Rob
Wijmenga-Monsuur, Alienke J.
Badoux, Paul
Nieuwenhuijsen, Tessa
Thombre, Rebecca
Mayet, Sanaa
Eletu, Seyi
Sheppard, Carmen
van Houten, Marianne Alice
Rots, Nynke Y.
Miller, Elizabeth
Fry, Norman K.
Sanders, Elisabeth A. M.
Trzciński, Krzysztof
author_sort Miellet, Willem R.
collection PubMed
description BACKGROUND: The specificity of molecular methods for the detection of Streptococcus pneumoniae carriage is under debate. We propose a procedure for carriage surveillance and vaccine impact studies that increases the accuracy of molecular detection of live pneumococci in polymicrobial respiratory samples. METHODS: Culture and qPCR methods were applied to detect pneumococcus and pneumococcal serotypes in 1,549 nasopharyngeal samples collected in the Netherlands (n = 972) and England (n = 577) from 946 toddlers and 603 adults, and in paired oropharyngeal samples collected exclusively from 319 Dutch adults. Samples with no live pneumococci isolated at primary diagnostic culture yet generating signal specific for pneumococcus in qPCRs were re-examined with a second, qPCR-guided culture. Optimal C(q) cut-offs for positivity in qPCRs were determined via receiver operating characteristic (ROC) curve analysis using isolation of live pneumococci from the primary and qPCR-guided cultures as reference. RESULTS: Detection of pneumococcus and pneumococcal serotypes with qPCRs in cultured (culture-enriched) nasopharyngeal samples exhibited near-perfect agreement with conventional culture (Cohen’s kappa: 0.95). Molecular methods displayed increased sensitivity of detection for multiple serotype carriage, and implementation of qPCR-guided culturing significantly increased the proportion of nasopharyngeal and oropharyngeal samples from which live pneumococcus was recovered (p < 0.0001). For paired nasopharyngeal and oropharyngeal samples from adults none of the methods applied to a single sample type exhibited good agreement with results for primary and qPCR-guided nasopharyngeal and oropharyngeal cultures combined (Cohens kappa; 0.13–0.55). However, molecular detection of pneumococcus displayed increased sensitivity with culture-enriched oropharyngeal samples when compared with either nasopharyngeal or oropharyngeal primary cultures (p < 0.05). CONCLUSION: The accuracy of pneumococcal carriage surveillance can be greatly improved by complementing conventional culture with qPCR and vice versa, by using results of conventional and qPCR-guided cultures to interpret qPCR data. The specificity of molecular methods for the detection of live pneumococci can be enhanced by incorporating statistical procedures based on ROC curve analysis. The procedure we propose for future carriage surveillance and vaccine impact studies improves detection of pneumococcal carriage in adults in particular and enhances the specificity of serotype carriage detection.
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spelling pubmed-90609102022-05-03 It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage Miellet, Willem R. van Veldhuizen, Janieke Litt, David Mariman, Rob Wijmenga-Monsuur, Alienke J. Badoux, Paul Nieuwenhuijsen, Tessa Thombre, Rebecca Mayet, Sanaa Eletu, Seyi Sheppard, Carmen van Houten, Marianne Alice Rots, Nynke Y. Miller, Elizabeth Fry, Norman K. Sanders, Elisabeth A. M. Trzciński, Krzysztof Front Microbiol Microbiology BACKGROUND: The specificity of molecular methods for the detection of Streptococcus pneumoniae carriage is under debate. We propose a procedure for carriage surveillance and vaccine impact studies that increases the accuracy of molecular detection of live pneumococci in polymicrobial respiratory samples. METHODS: Culture and qPCR methods were applied to detect pneumococcus and pneumococcal serotypes in 1,549 nasopharyngeal samples collected in the Netherlands (n = 972) and England (n = 577) from 946 toddlers and 603 adults, and in paired oropharyngeal samples collected exclusively from 319 Dutch adults. Samples with no live pneumococci isolated at primary diagnostic culture yet generating signal specific for pneumococcus in qPCRs were re-examined with a second, qPCR-guided culture. Optimal C(q) cut-offs for positivity in qPCRs were determined via receiver operating characteristic (ROC) curve analysis using isolation of live pneumococci from the primary and qPCR-guided cultures as reference. RESULTS: Detection of pneumococcus and pneumococcal serotypes with qPCRs in cultured (culture-enriched) nasopharyngeal samples exhibited near-perfect agreement with conventional culture (Cohen’s kappa: 0.95). Molecular methods displayed increased sensitivity of detection for multiple serotype carriage, and implementation of qPCR-guided culturing significantly increased the proportion of nasopharyngeal and oropharyngeal samples from which live pneumococcus was recovered (p < 0.0001). For paired nasopharyngeal and oropharyngeal samples from adults none of the methods applied to a single sample type exhibited good agreement with results for primary and qPCR-guided nasopharyngeal and oropharyngeal cultures combined (Cohens kappa; 0.13–0.55). However, molecular detection of pneumococcus displayed increased sensitivity with culture-enriched oropharyngeal samples when compared with either nasopharyngeal or oropharyngeal primary cultures (p < 0.05). CONCLUSION: The accuracy of pneumococcal carriage surveillance can be greatly improved by complementing conventional culture with qPCR and vice versa, by using results of conventional and qPCR-guided cultures to interpret qPCR data. The specificity of molecular methods for the detection of live pneumococci can be enhanced by incorporating statistical procedures based on ROC curve analysis. The procedure we propose for future carriage surveillance and vaccine impact studies improves detection of pneumococcal carriage in adults in particular and enhances the specificity of serotype carriage detection. Frontiers Media S.A. 2022-04-18 /pmc/articles/PMC9060910/ /pubmed/35509314 http://dx.doi.org/10.3389/fmicb.2022.859736 Text en Copyright © 2022 Miellet, van Veldhuizen, Litt, Mariman, Wijmenga-Monsuur, Badoux, Nieuwenhuijsen, Thombre, Mayet, Eletu, Sheppard, van Houten, Rots, Miller, Fry, Sanders and Trzciński. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Microbiology
Miellet, Willem R.
van Veldhuizen, Janieke
Litt, David
Mariman, Rob
Wijmenga-Monsuur, Alienke J.
Badoux, Paul
Nieuwenhuijsen, Tessa
Thombre, Rebecca
Mayet, Sanaa
Eletu, Seyi
Sheppard, Carmen
van Houten, Marianne Alice
Rots, Nynke Y.
Miller, Elizabeth
Fry, Norman K.
Sanders, Elisabeth A. M.
Trzciński, Krzysztof
It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage
title It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage
title_full It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage
title_fullStr It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage
title_full_unstemmed It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage
title_short It Takes Two to Tango: Combining Conventional Culture With Molecular Diagnostics Enhances Accuracy of Streptococcus pneumoniae Detection and Pneumococcal Serogroup/Serotype Determination in Carriage
title_sort it takes two to tango: combining conventional culture with molecular diagnostics enhances accuracy of streptococcus pneumoniae detection and pneumococcal serogroup/serotype determination in carriage
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9060910/
https://www.ncbi.nlm.nih.gov/pubmed/35509314
http://dx.doi.org/10.3389/fmicb.2022.859736
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