Abstract
Background
Pneumococcal conjugate vaccines (PCVs) effectively reduce infection and asymptomatic carriage of Streptococcus pneumoniae vaccine serotypes. In 2016, Belgium replaced its infant PCV13 program by a 4-year period of PCV10. Concomitantly, S. pneumoniae serotype carriage was monitored together with the carriage of other nasopharyngeal pathogens in children attending day-care centers.
Methods
From 2016 to 2019, a total of 3459 nasopharyngeal swabs were obtained from children aged 6–30 months. Culture and qPCR were used for the identification of S. pneumoniae, Haemophilus influenzae, Moraxella catarrhalis, and Staphylococcus aureus and for serotyping and antimicrobial susceptibility assessment of S. pneumoniae strains.
Results
S. pneumoniae colonization was frequent and stable over the study years. H. influenzae and M. catarrhalis were more frequently carried (P < .001) than S. pneumoniae, by, respectively, 92.3% and 91.0% of children. Prevalence of all PCV13 serotypes together increased significantly over time from 5.8% to 19.6% (P < .001) and was attributable to the increasing prevalence of serotype 19A. Coincidently, non-vaccine serotype 6C increased (P < .001) and the overall pneumococcal non-susceptibility to tetracycline and erythromycin. Non-susceptibility to cotrimoxazole decreased (P < .001).
Conclusions
The switch to a PCV program no longer covering serotypes 19A, 6A, and 3 was associated with a sustained increase of serotypes 19A and 6C in healthy children, similarly as in invasive pneumococcal disease. This resulted in a re-introduction of the 13-valent conjugate vaccine during the summer of 2019.
Keywords: children, day-care center, PCV10, PCV13, pneumococcal carriage, serotypes
Asymptomatic nasopharyngeal carriage of potentially pathogenic bacteria represents the primary reservoir of bacterial species within a population and is considered a precursor for the development of major childhood diseases [1]. Streptococcus pneumoniae, Haemophilus influenzae, and Moraxella catarrhalis are the predominant causes of otitis media [1]. S. pneumoniae is a major cause of morbidity and mortality worldwide, especially in young children and the elderly, mainly by respiratory infections such as acute otitis media (AOM) and pneumonia, but also invasive diseases such as bacteremia and meningitis.
The introduction of pneumococcal conjugate vaccines (PCVs) in infant vaccine programs was very effective in reducing disease caused by the serotypes included in the vaccines. Besides inducing direct protection in recipients, PCV vaccine programs also reduce the carriage and transmission of vaccine serotypes resulting in herd protection [2]. In addition, PCVs can provide cross-protection against some vaccine-related serotypes, particularly to serotypes belonging to the same serogroups [3]. However, overall pneumococcal carriage prevalence is minimally affected due to serotype replacement by non-vaccine pneumococcal serotypes [1]. This change in the composition of the pneumococcal reservoir may affect interactions with other common respiratory pathogens [4].
A universal PCV10 vaccination schedule is utilized in European countries such as the Netherlands and Finland, which has resulted in high protection against carriage of PCV10 serotypes with limited serotype replacement over time, and protection against invasive pneumococcal disease (IPD) caused by PCV10 serotypes [3, 5]. The history of PCV use in infants in Belgium has created an interesting context to study pneumococcal serotype replacement and nasopharyngeal colonization dynamics, complementary to invasive disease surveillance. Pediatric pneumococcal vaccination was introduced in 2004 and was implemented in the nation’s childhood vaccination program in a 2 + 1 schedule with PCV7 in 2007. In 2011, PCV7 was replaced by PCV13, which was in turn replaced by PCV10 after 4 years and from the summer of 2019, PCV13 was re-introduced in the vaccination program. NP swabs are the preferred samples to investigate pneumococcal carriage since the nasopharynx is the primary reservoir for S. pneumoniae in children [6], and they allow for sensitive detection of other colonizers using molecular methods [4, 6].
In the present study, NP samples were collected yearly following the switch in the vaccination programs from PCV13-to-PCV10. All data mentioned in the present manuscript are obtained during the PCV10 period. The aim of the study was to assess in detail consecutive changes in prevalence and in the antibiotic (AB) susceptibility profile of all and vaccine-specific S. pneumoniae serotypes (PCR-based analysis) in the nasopharynx of healthy children attending day-care centers (DCCs) over a 4-year period since 2016. In order to investigate co-carriage, colonization patterns of Staphylococcus aureus, H. influenzae, and M. catarrhalis were also monitored.
METHODS
Ethical Statement
The study was approved by the ethics committee of Antwerp University (UA) and the Antwerp University Hospital (UZA, ID 15/45/471 and ID 18/31/355). Written informed consent and a completed questionnaire including demographics, clinical characteristics, and vaccination status were obtained from the infants’ parents or legal representatives at the time of initial enrolment.
Study Population
Children were recruited in DCCs randomly selected over the three Belgian regions (Table 1). Healthy children between 6 and 30 months old that were not treated with oral ABs in the seven days before sampling were included (see [7] for detailed inclusion and exclusion criteria). Children are defined as healthy if they are healthy enough to be present in a DCC. These are children who either do not have any condition or do have a condition that is fully controlled which allows the child to come to the DCC. In the first period, an additional age criterium was applied in Flanders and Brussels so as to include exclusively children who received PCV13 as their primary vaccine dose. As a result, children were on average older in the first period compared to children recruited in subsequent periods [8]. Children were sampled according to WHO recommendations [6].
Table 1.
Demographic and Clinical Characteristics of Children Sampled in Belgian Day-Care Centers (DCC)
| DCC | |||||
|---|---|---|---|---|---|
| Year 1 March 2016–July 2016 n = 760 | Year 2 Nov 2016–March 2017 n = 902 | Year 3 Nov 2017–March 2018 n = 953 | Year 4 Nov 2018–March 2019 n = 844 | ||
| Region | Flanders | 332; 43.7% | 488; 45.2% | 552; 58.0% | 458; 54.2% |
| Wallonia | 353; 46.4% | 287; 31.8% | 282; 29.6% | 273; 32.3% | |
| Brussels | 75; 9.9% | 127; 14.1% | 119; 12.5% | 113; 13.4% | |
| Age (months) | 6–12 | 98; 12.9% | 217; 24.1% | 209; 21.9% | 198; 23.5% |
| 13–24 | 415; 54.6% | 457; 50.7% | 528; 55.4% | 427; 50.6% | |
| 25–30 | 247; 32.5% | 228; 25.2% | 216; 22.7% | 217; 25.7% | |
| Sex | Male | 387; 50.9% | 455; 50.4% | 469; 49.2% | 434; 51.4% |
| Vaccination status | Fully PCV13 | 582; 76.6% | 354; 39.2% | 30; 3.1% | 3; 0.4% |
| Fully PCV10 | 0; 0.0% | 107; 11.9% | 725; 76.1% | 732; 86.7% | |
| Mix | 29; 3.8% | 133; 14.7% | 117; 12.3% | 8; 0.9% | |
| Incomplete/Unknown/not vaccinated | 149; 19.6% | 308; 34.1% | 81.0; 8.5% | 101; 12.0% | |
| AOM-history | Yes | 258; 33.9% | 225; 24.9% | 199; 20.9% | 178; 21.1% |
| AB < 3 months | Yes | 248; 32.6% | 254; 28.2% | 217; 22.8% | 221; 26.2% |
| Common cold symptoms | Yes | 169; 22.2% | 344; 38.1% | 429; 45.0% | 508; 60.2% |
Number and proportion of children per period and per variable are shown. n = number; PCV = pneumococcal conjugate vaccine; DCC = day-care center; AB = antibiotics; AB < 3 months: antibiotic use in the 3 months prior to sampling. Mix = age appropriately vaccinated, schedule started with PCV13 and completed with PCV10.
Sampling and Sample Processing
A single NP swab was taken with a flocked nylon swab, put in 1 ml STGG (Skim milk—Tryptone—Glucose—Glycerol), and cultured or stored at -80°C [8] to be processed later by both culture and PCR.
Culture Analysis
Samples were plated on blood agar to detect S. pneumoniae with or without enrichment in brain-heart infusion. M. catarrhalis (up to the 3rd year) and S. aureus were detected on the same plates, and samples were plated in parallel on homemade horse blood agar including bacitracin, vancomycin, and factor V supplement to identify H. influenzae. Pneumococcal strains were serotyped using the Quellung reaction with serotype-specific sera (SSI Diagnostica, Hillerod, Denmark). Antimicrobial susceptibility for erythromycin, penicillin, tetracycline, and cotrimoxazole was tested by disk diffusion. If disc diffusion showed non-susceptibility for penicillin, the minimum inhibitory concentration (MIC) was determined by Etest (Biomérieux, Craponne, France). A MIC of > 0.06 mg/L for penicillin was interpreted as non-susceptible [8].
Molecular Detection of H. influenzae and M. catarrhalis and Quantification of S. pneumoniae
DNA was extracted using the automated NucliSENS® EasyMag® (Biomérieux), following proteinase K pre-treatment [8]. Up to the third year, the density of pneumococcal DNA was determined using quantitative Taqman real-time PCR (qRT-PCR) targeting lytA [8, 9]. The presence of H. influenzae and M. catarrhalis DNA was detected by real-time PCR targeting the genes P6 [10] and copB [1], respectively, in samples culture-negative for H. influenzae and M. catarrhalis until year 3. In year 4, the presence of H. influenzae and M. catarrhalis was detected by real-time PCR in all collected samples. Samples were classified as positive when CT values were ≤ 35.
Molecular In-Sample Serotyping of S. pneumoniae
All lytA-positive samples were subjected to molecular serotyping by real-time PCR using previously published primers and probes for all serotypes included in PCV13 (1, 3, 4, 5, 6A, 6B, 7F, 9V, 14, 18C, 19A, 19F, and 23F) [11–13]. For serogroup 6, the genes wciP and wciN were analyzed by three real-time PCRs targeting, respectively, the single nucleotide polymorphism at codon 195 [11, 12] and the wciN gene [13]. Samples were pooled and screened for the presence of pneumococcal vaccine serotypes. If found positive, pooled samples were unpooled and the individual sample was determined. Serotype-specific PCRs were classified as positive when CT values were ≤ 35.
Samples were considered S. pneumoniae-positive if S. pneumoniae was detected either in culture or with molecular analysis. When interpreting the results, it is important to keep in mind that the used microbiological protocols can differ depending on what has to be determined. Serotypes were determined by performing culture-based and/or real-time PCR-based analysis, while AB non-susceptibility was only performed on pneumococci obtained in culture.
Statistical Analysis
The sample size was calculated using the R-package “power” [8] to achieve 80% power to detect a 4% difference in carriage prevalence of three pneumococcal vaccine serotypes (19A, 6A, and 3) over four years (2016–2019) (with type I error, α = .05) [8]. The chi-square (χ2) test was used to assess significant differences in carriage prevalence (α = .05). To identify carriage predictors of S. pneumoniae, serotype 19A, and 6C and to investigate time trends of non-susceptibility to ABs, multiple binary regressions were performed (adjusted by generalized estimating equations (GEEs)). The GEE model analyses were performed using the R-package “geepack” [14]. Only variables that were significant in univariate analyses were included in the multiple regression analysis. Missing values were not replaced.
RESULTS
Over the four-year study period (2016–2019), 3459 NP samples obtained from healthy infants attending DCCs were analyzed by conventional culture (n = 3273) and/or real-time PCR (n = 3459).
High (Co)-Carriage Rates of S. pneumoniae, M. catarrhalis, and H. influenzae in DCC-Children
Carriage of S. pneumoniae remained stable and high during the study period. H. influenzae and M. catarrhalis were carried most frequently (Table 2 and more detailed in Supplementary Table 4), whereas S. aureus was uncommon (Table 2). Yearly fluctuations were non-significant for all pathogens, except H. influenzae for which carriage was lower during the first study period compared to the other periods (Figure 1) (P < .001). All but 22 samples were positive for at least one pathogen (99.4%), and co-colonization of the three most frequent pathogens was very common (69.2%). Co-carriage of M. catarrhalis with H. influenzae (84.4%) was most frequent and they both co-occurred with S. pneumoniae at similar rates (Table 2). Conversely, colonization by only one of the investigated pathogens was rather rare (Figure 1).
Table 2.
Carriage of S. pneumoniae, H. influenzae and M. catarrhalis in Children Attending Day-Care Center (DCC) (2016–2019) in Belgium
| DCC n = 3459 | |
|---|---|
| S. pneumoniae | 2713; 78.4% |
| H. influenzae | 3191; 92.3% |
| M. catarrhalis | 3148; 91.0% |
| S. aureus | 146; 4.2% |
| S. pneumoniae—H. influenzae—M. catarrhalis | 2392; 69.2% |
| H. influenzae—M. catarrhalis | 2921; 84.4% |
| S. pneumoniae—H. influenzae | 2529; 73.1% |
| S. pneumoniae—M. catarrhalis | 2556; 73.9% |
Numbers and proportions of children attending day-care centers and positive for at least one of the three pathogens studied are shown. Carriage is calculated as a combination of culture and PCR results. n = number; AOM = acute otitis media; DCC = day-care centers.
Figure 1.
Co-carriage of S. pneumoniae, H. influenzae and M. catarrhalis, by study year in children attending DCC. Numbers and proportions of children attending day-care and positive by culture or PCR for at least one of the three pathogens studied are shown. Four study years are shown (DCC1–DCC4). DCC=day-care centre; Mcat+ = positive for M. catarrhalis (blue); Hi+ = positive for H. influenzae (purple); Sp+ = positive for S. pneumoniae (yellow).
Increase in PCV13 Vaccine Serotypes in DCC-Children
Carriage of PCV13 serotypes among S. pneumoniae-positive DCC samples (n = 2713) increased significantly from 2016 to 2018–2019 (P < .001) (Figure 2), especially that of serotype 19A of which prevalence almost doubled from the third to the fourth study year (P < .001). Serotype 3 showed low carriage rates, however, a non-significant increase from 0.7% in 2016 to 1.3% in 2018–2019 could be observed. Conversely, the prevalence of PCV10 serotypes decreased non-significantly among lytA-positive samples, with serotype 19F being the predominant PCV10 serotype (Figure 2).
Figure 2.
Carriage prevalence of PCV13 serotypes and 6C in lytA-positive samples from children attending DCC. Prevalence of PCV13 serotypes (1, 5, 3, 6A, 6B, 7F, 9V, 14, 18C, 19A, 19F, 23F) and non-vaccine serotype 6C in lytA-positive children during the period 2016–2019 by either culture or real-time PCR combined. Exact numbers and percentages for all serotypes can be found in Supplementary Table 4.
Interestingly, also the carriage prevalence of serotype 6C, which is closely related to the PCV13-non-PCV10 serotype 6A, increased significantly from 1.5% (9/608) in 2016 to 15.9% (107/673) in 2018–2019 (P < .001). Detailed information on the distribution of all PCV13 vaccine serotypes can be found in Supplementary Table 1.
Increasing Non-Susceptibility to Tetracycline and Erythromycin in Pneumococcal Strains Carried by DCC-Children
Non-susceptibility to tetracycline and erythromycin increased (P < .001) over the study years; whereas that of cotrimoxazole decreased (P < .001) (Table 3). No changes were found in non-susceptibility to penicillin from year 2 onward (Table 3). Importantly, pneumococcal non-susceptibility to more than one AB increased significantly (year 1: 12.3%; year 2: 11.2%; year 3: 17.7%; year 4: 32.8%) (P < .001).
Table 3.
Antimicrobial Non-Susceptibility to Penicillin, Tetracycline, Erythromycin, and Cotrimoxazole in Pneumococcal Culture-Positive Samples
| Year 1 2016 n = 463 | Year 2 2016–2017 n = 752 | Year 3 2017–2018 n = 668 | Year 4 2018–2019 n = 469 | P-value (chi2) | |
|---|---|---|---|---|---|
| Penicillin | 62; 13.4% | 149; 19.8% | 123; 18.4% | 91; 19.4% | .03 |
| Tetracycline | 54; 11.7% | 86; 11.4% | 133; 19.9%% | 121; 25.8% | <.001 |
| Erythromycin | 80; 17.3% | 121; 16.1% | 150; 22.5% | 122; 26.0% | <.001 |
| Cotrimoxazole | 163; 35.2% | 298; 39.6% | 206; 30.8% | 97; 20.7% | <.001 |
Numbers and percentages of pneumococcal strains that are non-susceptible to penicillin, tetracycline, erythromycin, and cotrimoxazole for the four study years. In year 4, not all samples were culture analyzed due to feasibility reasons, but a random selection of 700 samples. n = number of strains analyzed by culture.
Predictors of S. pneumoniae, Serotype 19A and Serotype 6C Carriage Using Multiple Regression Analyses
Carriage of S. pneumoniae was positively associated with the child’s sex (with girls carrying S. pneumoniae more often than boys), having siblings, or having common cold symptoms, and negatively associated with having received ABs in the past three months. H. influenzae or M. catarrhalis colonization also appeared to positively impact S. pneumoniae carriage; while the opposite was true for S. aureus (Supplementary Table 2).
Also, characteristics associated with serotypes 19A and 6C carriage were investigated in separate multiple regression models, as they were among the most common serotypes in the fourth study year (Supplementary Table 3). These models confirmed the significant increase of both serotypes over time. Serotype 19A was more frequently carried in Flanders (the northern part of Belgium) than in the Walloon region (the southern part of Belgium). Serotypes 19A and 6C were both less frequently non-susceptible to cotrimoxazole than other carried serotypes; moreover, 6C was more frequently non-susceptible to tetracycline and erythromycin.
DISCUSSION
The present study shows a clear increase of PCV13-non-PCV10 serotypes in a nasopharyngeal carriage in healthy children attending DCCs, together with an overall low prevalence of PCV10 serotypes. The prevalence of both the PCV13-non-PCV10 vaccine serotype 19A and the non-vaccine serotype 6C increased with time. The increase in serotype 6C appeared to be associated with an increasing non-susceptibility to tetracycline and erythromycin with time, which was not the case for 19A.
Previously, our group already reported an increase in PCV13-non-PCV10 vaccine serotypes in children attending DCC and children suffering from AOM from 2016 to 2018, which was also largely attributable to an increasing prevalence of serotype 19A [15, 16]. Since then, monitoring of pneumococcal carriage was continued in Belgian children attending DCCs. This revealed a sustained increase in serotype 19A as is shown in the present study and is likely due to the switch in the Belgian PCV program (PCV13 to PCV10) in 2016. A Brazilian NP-carriage study investigating the long-term impact of PCV10 on pneumococcal colonization observed this increase only seven years after the introduction of PCV10 [17]. This slower increase might be related to a difference in baseline prevalence of serotype 19A: PCV10 was the first pneumococcal vaccine implemented in Brazil, while Belgium had a history of PCV7 prior to PCV13. The significant increase of serotype 19A after the switch to PCV10 was also observed in children with invasive pneumococcal disease resulting in a rise in pediatric IPD cases from 2017 onwards [18]. In 2020, serotype 19A accounted for 19.3% of the IPD cases in Belgium, which was an increase of 3.8% from 2019 [19]. As a result of the changing dynamics of IPD-associated pneumococcal serotypes, the Belgian Superior Health Council revised its PCV recommendation in 2019 and advised to again use PCV13 in the Belgian childhood vaccination program [20].
Simultaneously, also a steep increase in the prevalence of serotype 6C carriage was observed. Even though serotype 6C is not part of PCV13 it is closely related to the PCV13-vaccine serotype 6A and cross-protection between the two serotypes has been proposed [21, 22]. An increase in the carriage prevalence of serotype 6C was also reported following the introduction of PCV10 in Iceland and Brazil [17, 23]. Importantly, in 2020 serotype 6C was responsible for 5.9% of reported IPD cases in Belgium [19], and constituted one of the predominant IPD-causing serotypes. Consecutive to its increasing carriage prevalence, an increase in IPD cases caused by serotype 6C was observed from 2019 to 2020 [19]. In the present study, serotype 6C appeared to be more often non-susceptible to tetracycline and erythromycin compared to other serotypes, a finding also shown by the emergence of multi-drug resistant carriage isolates in Brazil [24]. It is known that macrolide resistance genes (ermB) and tetracycline resistance genes (tetM) are very often found on the same mobile element and can lead to co-selection [25]. However, in Belgium there is a decrease in macrolide consumption from 2015 onward thus this finding does not explain the increasing non-susceptibility to tetracycline [26]. Similar findings are observed in IPD-causing isolates in Belgium in 2019, where 64% of serotype 6C showed a reduced erythromycin susceptibility, and 6% showed a reduced penicillin susceptibility which was higher than in carriage strains (1.7%) [19].
Our study, as well as others, does not support the potential cross-protection of PCV10 vaccine types 6B and 19F against 6C and 19A, respectively, for carriage [27]. Previous studies have indeed described a decreasing prevalence of IPD cases caused by 19A following the introduction of PCV10, suggesting some level of cross-protection against 19A [28]. However, continued long-term surveillance revealed an increasing prevalence of 19A-associated IPD cases [29]. Besides, higher levels of cross-protective antibodies might be needed to protect against carriage than for IPD [21]. Cross-protection against 6C carriage by the 6A antigen in PCV13 is confirmed by our data as 6C prevalence was low at the start and increased after the introduction of PCV10. This finding is further supported by a study investigating the IPD incidence after the introduction of the different PCVs in the childhood immunization program in Sweden, showing that 6A, and not 6B, confers cross-protection to 6C [30].
Overall S. pneumoniae and M. catarrhalis carriage remained stable over all study years and changes in H. influenzae carriage were minor, in contrast with the clear dynamics of S. pneumoniae serotypes. This observation indicates that serotype replacement occurs and is further stimulated in the present population by the high frequency and close contact among children in DCCs [28]. Subsequent co-colonization analyses highlighted positive associations between S. pneumoniae and M. catarrhalis or H. influenzae, which is in line with previous reports [4]. In contrast to M. catarrhalis and H. influenzae, a negative association between S. pneumoniae and S. aureus has been reported [4], as in the present study.
The positive associations between S. pneumoniae and H. influenzae or M. catarrhalis might be established by the passive protection of other pathogens against AB killing [31], or by differences in host susceptibility and ethnicity [1]. For example, M. catarrhalis has been reported to confer β-lactamase protection to S. pneumoniae while, conversely, S. pneumoniae provides passive protection to M. catarrhalis from macrolide killing [31, 32]. Children carrying S. pneumoniae and H. influenzae together can have a reduced serotype diversity compared to children carrying only S. pneumoniae as co-colonization with H. influenzae increases with the immunologic evasiveness and the metabolic efficiency of pneumococcal serotypes [33]. Piliated S. pneumoniae strains may either induce a host immune response that is harmful to S. aureus colonization, or just adhere better and thus inhibit S. aureus colonization [34], although other inhibitory mechanisms have been postulated as well [35].
A close follow-up of pneumococcal colonization, serotype prevalence, and co-carriage of other respiratory pathogens is especially important in Belgium, where PCV implementation has changed from PCV13 to PCV10 in 2015–2016, and back to PCV13 in 2019. The increasing trend in the prevalence of PCV13 vaccine serotypes observed in the present study stresses the importance of continuous surveillance. As the nasopharynx is a polymicrobial environment the interactions that prevent or promote co-colonization might be important in the pathogenesis of respiratory infections [36]. Thus, monitoring co-colonization profiles in children could provide more insights into the interactions at play and the impact of the pneumococcal vaccination program.
In conclusion, we observed a high and stable carriage of S. pneumoniae coupled with increasing proportions of PCV13-non-PCV10 serotypes after the PCV13 to PCV10 vaccine switch during 2016–2019 in DCC-children, and predominated by serotype 19A, followed by serotype 6C. The consistent trend and the clear association in time indicate the vaccine switch as the cause of these changes. For that reason, the Belgian government decided to reintroduce PCV13 from the summer of 2019 onward. Continued surveillance will demonstrate whether the use of PCV13 results in a decrease in these serotypes.
Supplementary Material
Notes
Acknowledgments. We would like to thank all members of the expert advisory board (H. Goossens, R. Cohen, A. Finn, K. Van Herck, and D. Tuerlinckx) for their contribution to the study protocol and interpretation of the results; Research Link—ECSOR operating as the CRO; the cooperating nurses, physicians, ONE and Kind & Gezin for assistance in the recruitment and sampling; the children and their parents for their participation.
Financial support. The study is supported by research grants from Research Foundation Flanders (FWO Research Grant 1150017N and 1523518N), and an investigator-initiated research grant from Pfizer.
Potential conflicts of interest. No author had a conflict of interest to disclose. All authors have submitted the ICMJE Form for Potential Conflicts of Interest. Conflicts that the editors consider relevant to the content of the manuscript have been disclosed.
Contributor Information
Esra Ekinci, Centre for the Evaluation of Vaccination, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Liesbet Van Heirstraeten, Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Laura Willen, Centre for the Evaluation of Vaccination, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Stefanie Desmet, Reference Centre for Pneumococci, University Hospitals Leuven, Leuven, Belgium.
Ine Wouters, Centre for the Evaluation of Vaccination, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Helene Vermeulen, Centre for Statistics, Hasselt University, Diepenbeek, Belgium.
Christine Lammens, Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Herman Goossens, Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Pierre Van Damme, Centre for the Evaluation of Vaccination, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Jan Verhaegen, Reference Centre for Pneumococci, University Hospitals Leuven, Leuven, Belgium.
Philippe Beutels, Centre for Health Economics Research and Modelling Infectious Diseases, University of Antwerp, Wilrijk, Antwerp, Belgium.
Heidi Theeten, Centre for the Evaluation of Vaccination, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
Surbhi Malhotra-Kumar, Laboratory of Medical Microbiology, Vaccine and Infectious Disease Institute, University of Antwerp, Wilrijk, Antwerp, Belgium.
References
- 1. Dunne EM, Manning J, Russell FM, et al. Effect of pneumococcal vaccination on nasopharyngeal carriage of Streptococcus pneumoniae, Haemophilus influenzae, Moraxella catarrhalis, and Staphylococcus aureus in Fijian children. J Clin Microbiol 2012; 50:1034–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Thors V, Morales-Aza B, Pidwill G, et al. Population density profiles of nasopharyngeal carriage of 5 bacterial species in pre-school children measured using quantitative PCR offer potential insights into the dynamics of transmission. Hum Vaccin Immunother 2016; 12:375–82. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Rinta-Kokko H, Palmu AA, Auranen K, et al. Long-term impact of 10-valent pneumococcal conjugate vaccination on invasive pneumococcal disease among children in Finland. Vaccine 2018; 36:1934–40. [DOI] [PubMed] [Google Scholar]
- 4. Boelsen LK, Dunne EM, Mika M, et al. The association between pneumococcal vaccination, ethnicity, and the nasopharyngeal microbiota of children in Fiji. Microbiome 2019; 7:106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Peckeu L, van der Ende A, de Melker HE, et al. Impact and effectiveness of the 10-valent pneumococcal conjugate vaccine on invasive pneumococcal disease among children under 5 years of age in the Netherlands. Vaccine 2021; 39:431–7. [DOI] [PubMed] [Google Scholar]
- 6. Satzke C, Turner P, Virolainen-Julkunen A, et al. ; WHO Pneumococcal Carriage Working Group. Standard method for detecting upper respiratory carriage of Streptococcus pneumoniae: updated recommendations from the World Health Organization Pneumococcal Carriage Working Group. Vaccine 2013; 32:165–79. [DOI] [PubMed] [Google Scholar]
- 7. Wouters I, Desmet S, Van Heirstraeten L, et al. ; NPcarriage Study Group. Follow-up of serotype distribution and antimicrobial susceptibility of Streptococcus pneumoniae in child carriage after a PCV13-to-PCV10 vaccine switch in Belgium. Vaccine 2019; 37:1080–6. [DOI] [PubMed] [Google Scholar]
- 8. Wouters I, Van Heirstraeten L, Desmet S, et al. ; NPcarriage Study Group. Nasopharyngeal S. pneumoniae carriage and density in Belgian infants after 9 years of pneumococcal conjugate vaccine programme. Vaccine 2018; 36:15–22. [DOI] [PubMed] [Google Scholar]
- 9. Boelsen LK, Dunne EM, Lamb KE, et al. Long-term impact of pneumococcal polysaccharide vaccination on nasopharyngeal carriage in children previously vaccinated with various pneumococcal conjugate vaccine regimes. Vaccine 2015; 33:5708–14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Nakamura S, Yanagihara K, Morinaga Y, et al. Multiplex real-time polymerase chain reaction for rapid detection of beta-lactamase-negative, ampicillin-resistant Haemophilus influenzae. Diagn Microbiol Infect Dis 2009; 64:64–9. [DOI] [PubMed] [Google Scholar]
- 11. Tarragó D, Fenoll A, Sánchez-Tatay D, et al. Identification of pneumococcal serotypes from culture-negative clinical specimens by novel real-time PCR. Clin Microbiol Infect 2008; 14:828–34. [DOI] [PubMed] [Google Scholar]
- 12. Slinger R, Duval M, Langill J, et al. Direct molecular detection of a broad range of bacterial and viral organisms and Streptococcus pneumoniae vaccine serotypes in children with otitis media with effusion. BMC Res Notes 2016; 9:247. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Sakai F, Chochua S, Satzke C, et al. Single-plex quantitative assays for the detection and quantification of most pneumococcal serotypes. PLoS One 2015; 10:e0121064. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Højsgaard S, Halekoh U, Yan J.. The R Package geepack for generalized estimating equations. J Stat Softw 2005; 15:11. [Google Scholar]
- 15. Wouters I, Desmet S, Van Heirstraeten L, et al. How nasopharyngeal pneumococcal carriage evolved during and after a PCV13-to-PCV10 vaccination programme switch in Belgium, 2016 to 2018. Euro Surveill 2020; 25:1900303. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Ekinci E, Desmet S, Van Heirstraeten L, et al. ; NPcarriage Group. Streptococcus pneumoniae serotypes carried by young children and their association with acute otitis media during the period 2016-2019. Front Pediatr 2021; 9:664083. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Brandileone MC, Zanella RC, Almeida SCG, et al. Long-term effect of 10-valent pneumococcal conjugate vaccine on nasopharyngeal carriage of Streptococcus pneumoniae in children in Brazil. Vaccine 2019; 37:5357–63. [DOI] [PubMed] [Google Scholar]
- 18. Desmet S, Lagrou K, Wyndham-Thomas C, et al. Dynamic changes in paediatric invasive pneumococcal disease after sequential switches of conjugate vaccine in Belgium: A national retrospective observational study. Lancet Infect Dis 2021; 21:127–36. [DOI] [PubMed] [Google Scholar]
- 19. Desmet S. Report National Reference Centre Streptococcus pneumoniae 2020. Belgium: National Reference Centre for invasive S. pneumoniae—University Hospitals Leuven; 2021. [Google Scholar]
- 20. Federale Overheidsdienst—Volksgezondheid. V.v.d.v.e.l., Advies 9519—Vaccinatie tegen pneumokokken kinderen. Belgium: Federale Overheidsdienst; 2018. [Google Scholar]
- 21. Dagan R. Relationship between immune response to pneumococcal conjugate vaccines in infants and indirect protection after vaccine implementation. Expert Rev Vaccines 2019; 18:641–61. [DOI] [PubMed] [Google Scholar]
- 22. Cooper D, Yu X, Sidhu M, et al. The 13-valent pneumococcal conjugate vaccine (PCV13) elicits cross-functional opsonophagocytic killing responses in humans to Streptococcus pneumoniae serotypes 6C and 7A. Vaccine 2011; 29:7207–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Quirk SJ, Haraldsson G, Erlendsdóttir H, et al. Effect of vaccination on Pneumococci isolated from the nasopharynx of healthy children and the middle ear of children with otitis media in Iceland. J Clin Microbiol 2018; 56:e01046-18. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Neves FPG, Cardoso NT, Snyder RE, et al. Pneumococcal carriage among children after four years of routine 10-valent pneumococcal conjugate vaccine use in Brazil: The emergence of multidrug resistant serotype 6C. Vaccine 2017; 35:2794–800. [DOI] [PubMed] [Google Scholar]
- 25. Seral C, Castillo FJ, García C, Rubio-Calvo MC, Gómez-Lus R.. [Presence of conjugative transposon Tn1545 in strains of Streptococcus pneumoniae with mef(A), erm(B), tet(M), catpC194 and aph3’-III genes]. Enferm Infecc Microbiol Clin 2000; 18:506–11. [PubMed] [Google Scholar]
- 26. ECDC. Trend of the consumption of Macrolides, lincosamides and streptogramins (ATC group J01F) in the community (primary care sector) in Belgium from 1997 to 2020.2021.
- 27. Grant LR, O'Brien SE, Burbidge P, et al. Comparative immunogenicity of 7 and 13-valent pneumococcal conjugate vaccines and the development of functional antibodies to cross-reactive serotypes. PLoS One 2013; 8:e74906. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. De Wals P, Lefebvre B, Markowski F, et al. Impact of 2 + 1 pneumococcal conjugate vaccine program in the province of Quebec, Canada. Vaccine 2014; 32:1501–6. [DOI] [PubMed] [Google Scholar]
- 29. Isturiz R, Sings HL, Hilton B, et al. Streptococcus pneumoniae serotype 19A: Worldwide epidemiology. Expert Rev Vaccines 2017; 16:1007–27. [DOI] [PubMed] [Google Scholar]
- 30. Naucler P, Galanis I, Morfeldt E, et al. Comparison of the impact of pneumococcal conjugate vaccine 10 or pneumococcal conjugate vaccine 13 on invasive pneumococcal disease in equivalent populations. Clin Infect Dis 2017; 65:1780–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Weimer KE, Juneau RA, Murrah KA, et al. Divergent mechanisms for passive pneumococcal resistance to β-lactam antibiotics in the presence of Haemophilus influenzae. J Infect Dis 2011; 203:549–55. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Perez AC, Pang B, King LB, et al. Residence of Streptococcus pneumoniae and Moraxella catarrhalis within polymicrobial biofilm promotes antibiotic resistance and bacterial persistence in vivo. Pathog Dis 2014; 70:280–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Lewnard JA, Huppert A, Givon-Lavi N, et al. Density, serotype diversity, and fitness of Streptococcus pneumoniae in upper respiratory tract cocolonization with nontypeable Haemophilus influenzae. J Infect Dis 2016; 214:1411–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Regev-Yochay G, Lipsitch M, Basset A, et al. The pneumococcal pilus predicts the absence of Staphylococcus aureus co-colonization in pneumococcal carriers. Clin Infect Dis 2009; 48:760–3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. Pericone CD, Overweg K, Hermans PW, Weiser JN.. Inhibitory and bactericidal effects of hydrogen peroxide production by Streptococcus pneumoniae on other inhabitants of the upper respiratory tract. Infect Immun 2000; 68:3990–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Ruohola A, Pettigrew MM, Lindholm L, et al. Bacterial and viral interactions within the nasopharynx contribute to the risk of acute otitis media. J Infect 2013; 66:247–54. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.


