Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study

Abstract Background Bacterial colonization of the upper airways is a prerequisite for subsequent invasive disease. With the introduction of the 7- and 13-valent pneumococcal conjugate vaccines (PCV7 and PCV13), changes in pneumococcal upper airway colonization have been described. It is, however, le...

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Main Authors: Moana Mika, Josua Maurer, Insa Korten, Aurélie Allemann, Suzanne Aebi, Silvio D. Brugger, Weihong Qi, Urs Frey, Philipp Latzin, Markus Hilty
Format: Article
Language:English
Published: BMC 2017-07-01
Series:Microbiome
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40168-017-0302-6
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spelling doaj-7df56326e9e148708e520bd0342eb6b72020-11-24T21:08:44ZengBMCMicrobiome2049-26182017-07-015111410.1186/s40168-017-0302-6Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control studyMoana Mika0Josua Maurer1Insa Korten2Aurélie Allemann3Suzanne Aebi4Silvio D. Brugger5Weihong Qi6Urs Frey7Philipp Latzin8Markus Hilty9Institute for Infectious Diseases, University of BernInstitute for Infectious Diseases, University of BernGraduate School for Cellular and Biomedical Sciences, University of BernInstitute for Infectious Diseases, University of BernInstitute for Infectious Diseases, University of BernInstitute for Infectious Diseases, University of BernFunctional Genomics Center, Swiss Federal Institute of Technology Zurich/University of ZurichUniversity Children’s Hospital (UKBB)Division of Respiratory Medicine, Department of Pediatrics, Inselspital, University of BernInstitute for Infectious Diseases, University of BernAbstract Background Bacterial colonization of the upper airways is a prerequisite for subsequent invasive disease. With the introduction of the 7- and 13-valent pneumococcal conjugate vaccines (PCV7 and PCV13), changes in pneumococcal upper airway colonization have been described. It is, however, less evident whether the vaccines lead to compositional changes of the upper airway microbiota. Here, we performed a case–control study using samples from a longitudinal infant cohort from Switzerland. We compared pneumococcal carriage and the nasal microbiota within the first year of life of healthy infants vaccinated with either PCV7 (n = 20, born in 2010) or PCV13 (n = 21, born between 2011 and 2013). Nasal swabs were collected every second week (n = 763 in total). Pneumococcal carriage was analyzed by quantitative PCR of the pneumococcal-specific lytA gene. Analysis of the bacterial core microbiota was performed based on 16S rRNA sequencing and subsequent oligotyping. We exclusively performed oligotyping of the core microbiota members, which were defined as the five most abundant bacterial families (Moraxellaceae, Streptococcaceae, Staphylococcaceae, Corynebacteriaceae, and Pasteurellaceae). Linear mixed effect (LME) and negative binomial regression models were used for statistical analyses. Results We found a higher number of samples positive for pneumococcal carriage in PCV7- compared to PCV13-vaccinated infants (LME model; P = 0.01). In contrast, infants vaccinated in the PCV13 era had an increased alpha diversity as measured by the richness and the Shannon Diversity Index (LME model; P = 0.003 and P = 0.01, respectively). Accordingly, the PCV13 era was associated with clusters of a higher diversity than PCV7-associated clusters. Furthermore, infants vaccinated with PCV13 had a higher binary-based within-subject microbiota similarity, as well as a decreased Jensen–Shannon distance over time as compared to PCV7-vaccinated infants, indicating a higher microbiota stability in the PCV13 era (LME model and t test; P = 0.06 and P = 0.03, respectively). Conclusions We hypothesize that the higher diversity and stability of the upper airway microbiota in the PCV13 era is the result of the lower pneumococcal carriage rate. This seems to indicate that the nasal bacterial microbiota of infants has changed in recent years as compared to the beginning of this study.http://link.springer.com/article/10.1186/s40168-017-0302-6Pneumococcal conjugate vaccinePneumococcal carriageNasal microbiotaOligotypingHealthy infantsProspective cohort study
collection DOAJ
language English
format Article
sources DOAJ
author Moana Mika
Josua Maurer
Insa Korten
Aurélie Allemann
Suzanne Aebi
Silvio D. Brugger
Weihong Qi
Urs Frey
Philipp Latzin
Markus Hilty
spellingShingle Moana Mika
Josua Maurer
Insa Korten
Aurélie Allemann
Suzanne Aebi
Silvio D. Brugger
Weihong Qi
Urs Frey
Philipp Latzin
Markus Hilty
Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study
Microbiome
Pneumococcal conjugate vaccine
Pneumococcal carriage
Nasal microbiota
Oligotyping
Healthy infants
Prospective cohort study
author_facet Moana Mika
Josua Maurer
Insa Korten
Aurélie Allemann
Suzanne Aebi
Silvio D. Brugger
Weihong Qi
Urs Frey
Philipp Latzin
Markus Hilty
author_sort Moana Mika
title Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study
title_short Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study
title_full Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study
title_fullStr Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study
title_full_unstemmed Influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study
title_sort influence of the pneumococcal conjugate vaccines on the temporal variation of pneumococcal carriage and the nasal microbiota in healthy infants: a longitudinal analysis of a case–control study
publisher BMC
series Microbiome
issn 2049-2618
publishDate 2017-07-01
description Abstract Background Bacterial colonization of the upper airways is a prerequisite for subsequent invasive disease. With the introduction of the 7- and 13-valent pneumococcal conjugate vaccines (PCV7 and PCV13), changes in pneumococcal upper airway colonization have been described. It is, however, less evident whether the vaccines lead to compositional changes of the upper airway microbiota. Here, we performed a case–control study using samples from a longitudinal infant cohort from Switzerland. We compared pneumococcal carriage and the nasal microbiota within the first year of life of healthy infants vaccinated with either PCV7 (n = 20, born in 2010) or PCV13 (n = 21, born between 2011 and 2013). Nasal swabs were collected every second week (n = 763 in total). Pneumococcal carriage was analyzed by quantitative PCR of the pneumococcal-specific lytA gene. Analysis of the bacterial core microbiota was performed based on 16S rRNA sequencing and subsequent oligotyping. We exclusively performed oligotyping of the core microbiota members, which were defined as the five most abundant bacterial families (Moraxellaceae, Streptococcaceae, Staphylococcaceae, Corynebacteriaceae, and Pasteurellaceae). Linear mixed effect (LME) and negative binomial regression models were used for statistical analyses. Results We found a higher number of samples positive for pneumococcal carriage in PCV7- compared to PCV13-vaccinated infants (LME model; P = 0.01). In contrast, infants vaccinated in the PCV13 era had an increased alpha diversity as measured by the richness and the Shannon Diversity Index (LME model; P = 0.003 and P = 0.01, respectively). Accordingly, the PCV13 era was associated with clusters of a higher diversity than PCV7-associated clusters. Furthermore, infants vaccinated with PCV13 had a higher binary-based within-subject microbiota similarity, as well as a decreased Jensen–Shannon distance over time as compared to PCV7-vaccinated infants, indicating a higher microbiota stability in the PCV13 era (LME model and t test; P = 0.06 and P = 0.03, respectively). Conclusions We hypothesize that the higher diversity and stability of the upper airway microbiota in the PCV13 era is the result of the lower pneumococcal carriage rate. This seems to indicate that the nasal bacterial microbiota of infants has changed in recent years as compared to the beginning of this study.
topic Pneumococcal conjugate vaccine
Pneumococcal carriage
Nasal microbiota
Oligotyping
Healthy infants
Prospective cohort study
url http://link.springer.com/article/10.1186/s40168-017-0302-6
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