ABSTRACT
Streptococcus pneumoniae serotype 23B, a non-vaccine serotype, has shown an increasing prevalence and penicillin non-susceptibility among carriage and invasive pneumococcal disease (IPD) isolates. Recently, a novel penicillin non-susceptible genotype has emerged, named 23B1. In the framework of the Belgian pneumococcal carriage study, we studied the prevalence of 23B0/23B1 among 586 23B strains (2016–2022) in 172 day care centers from 6- to 30-month-old children and among 130 pediatric 23B IPD isolates (2007–2021). Pneumococci were whole genome sequenced to determine the capsular polysaccharide genotype and sequence type (ST). Antimicrobial susceptibility testing determined penicillin and amoxicillin MICs, as well as resistance to co-trimoxazole and levofloxacin. 23B carriage was stable during 2016 – 2022 except in the 2020–2021 winter season when it increased. The proportion of genotype 23B1 compared to 23B0 decreased from 2016 – to 2022 but remained consistently higher than 23B0. In 2020–2021, an increase in the proportion of 23B1 was reflected in an overall increase in 23B carriage. All increases in 23B IPD cases were almost entirely driven by 23B1. The median penicillin MICs were significantly different for 23B0 (0.03 mg/L) and 23B1 (0.25 mg/L). In 2021, increased intermediate levofloxacin susceptibility was noted in 23B. 23B1-associated ST2372 was the most prevalent ST in carriage and IPD during 2013–2022. We show that an increase in 23B carriage among children was paralleled in pediatric IPD in Belgium, reiterating the utility of pneumococcal surveillance in the day care population. Serotype 23B is reported worldwide as an important pediatric non-PCV13 serotype with reduced penicillin susceptibility, with 23B1 as the presumed driver for the increased prevalence.
IMPORTANCE
During the COVID-19 pandemic, the 23B serotype of Streptococcus pneumoniae has increased in prevalence in healthy carriage isolates from Belgian day care centers and pediatric (younger than 18 years of age) invasive pneumococcal disease (IPD) isolates. Additionally, an increase in penicillin non-susceptibility was also observed within this serotype. Recently, a genetic variant of 23B, named 23B1, was discovered, which is known to be related to decreased penicillin susceptibility. We showed that increases in 23B prevalence in healthy carriage and IPD cases always coincided with 23B1 expansions, leading to higher penicillin non-susceptibility rates. Increases in 23B in the day care population paralleled pediatric 23B IPD increases, indicating the vital role of day care monitoring of pneumococcal carriage. Countries should stay vigilant for prevalence increases in S. pneumoniae serotype 23B, given the decreased susceptibility to penicillin and co-trimoxazole of the 23B1 variant.
KEYWORDS: Streptococcus pneumoniae, 23B1 genotype, carriage rate, invasive pneumococcal disease
INTRODUCTION
Streptococcus pneumoniae continues to be one of the main causes of respiratory infection and meningitis despite the introduction of pneumococcal conjugate vaccines (PCVs) mainly in childhood programs. These vaccines target the most invasive serotypes, whose incidence as causative pathogens has been critically reduced in children since their introduction. The widespread implementation of PCV7 in Europe was succeeded in 2010–2011 by new formulations, including more serotypes (PCV13 and PCV10), which were even more effective in reducing total invasive pneumococcal disease (IPD). However, this has subsequently led to a rise in colonization and IPD cases by the so-called non-vaccine types (NVTs). The incidence of IPD caused by NVTs, which are not covered by current and newer vaccine formulations like PCV20, has increased in Europe since 2012, representing a third of all cases in 2018, where NVT 23B made up 21% of these non-PCV20 cases in children <5 years (1). Recently, a genetic variant or genotype of 23B has been reported in the UK, 23B1. This genotype presents the same polysaccharide capsule as the original genetic variant 23B0 but presents a divergent capsular operon sequence in the 3′ end and belongs to a different genetic lineage (2). In the UK, the overall number of serotype 23B in carriage isolates and IPD cases, as well as the 23B1 proportion (relative to 23B0), continued to increase after PCV usage (2–5), and all 23B1 isolates obtained from children suffering from community-acquired pneumonia were penicillin non-susceptible (6).
Belgian pneumococcal vaccination policy has seen some unique changes over the years after the inclusion of PCV7 in the national vaccination program (2007–2010), free of charge and with a recommended status, resulting in coverage rates of over 90%. PCV7 was replaced by PCV13 from 2011 onward (2011–2015), although a switch was made to PCV10 (2015/2016–2018) in 2015 in the region of Flanders and in 2016 in Wallonia. The return to PCV13 came in 2019 after advice from the Belgian Superior Health Council (2019–2022), following the steep increase in 19A IPD cases (7, 8). Previous studies confirmed 23B as a dominating NVT in carriage during the PCV10 period in Belgium in healthy children (9). Despite high carriage rates, serotype 23B has been shown to have a low invasive disease potential (10). In the yearly reports from the Belgian National Reference Centre (NRC) for Invasive Pneumococci, the absolute number of 23B IPD cases in the <16 years age group has always been below 10 cases during the PCV7 period (2007–2010) and at the beginning of the PCV13 introduction (2011–2012) (n = 0–7, 0.0%–2.1% of all cases) (8). However, this changed from 2013 onward, 2 years after PCV13 introduction since the 23B cases rose in this age group and remained consistent at around 10 cases each year from 2013 to 2020 (n = 9–13, 3.9%–10.1% of all cases), although the 23B proportion increased from 3.9% in 2013 to 10.1% in 2020. In 2019, the year when PCV13 was re-introduced, NVT 23B was also mentioned as a predominating serotype in IPD isolates from children younger than 2 years and even became a top five serotype in pediatric IPD isolates in 2020, indicating its importance in this age group. In 2021–2022, the highest number of serotype 23B IPD cases in children <16 years old was reported in Belgium (20 cases in 2021 and 21 cases in 2022), but again a decrease to 13 23B cases in this age group was observed in 2023 (8). Among adult patients, the 23B serotype never made up more than 3.7% of all adult IPD cases, and this difference in age group prevalence was also reported in 2020 (8).
We investigated the prevalence of the 23B serotype and its genotypes in carriage strains from children aged 6 to 30 months attending Belgian day care centers (DCCs) during the PCV10 and second PCV13 period up until the winter season of 2021–2022, and in IPD strains from children younger than 18 years of age from 2007 to 2021, covering the different PCV periods in Belgium.
MATERIALS AND METHODS
Carriage isolates
In the framework of the Belgian pneumococcal carriage study, a total of 6,682 nasopharyngeal swabs were collected between 2016 and 2021–2022, mostly from October to May, in 172 DCCs in Belgium from children between 6 and 30 months old (11, 12). The child’s guardian completed questionnaires regarding the age, gender, preterm birth, breastfeeding, antibiotic use in the last 3 months, and the pneumococcal vaccination status of the child (Table S1). Rhinitis symptoms were recorded during sampling. Samples were collected in all provinces of Belgium, proportionally to the population density. Of these, an average of 65.7% (n = 3,713, minimum 58.1% and maximum 69.8% per season) tested positive in culture for Streptococcus pneumoniae. Only pneumococcal isolates that were serotyped as 23B (Quellung reaction) were included in the present study (n = 586) (Table 1).
TABLE 1.
Number of pneumococcal serotype 23B isolates for each season from 2016 to 2021–2022 from children attending DCCs (6–30 months old) and from IPD patients younger than 18 years old from 2007 to 2021 in Belgium, divided into 23B0/23B1 isolates with their respective proportion in 23B isolates
| Vaccination | Yeara | Pneumococcal isolates (n) | 23B isolates and prevalence (n, %) | 23B0 proportion among 23B (n, %) | 23B1 proportion among 23B (n, %) |
|---|---|---|---|---|---|
| Pneumococcal isolates from children attending day care centers | |||||
| PCV13/PCV10 | 2016 | 462 | 61 (13) | 15 (25) | 46 (75) |
| PCV10 | 2016–2017 | 748 | 124 (17) | 30 (24) | 94 (76) |
| PCV10 | 2017–2018 | 665 | 91 (14) | 32 (35) | 59 (65) |
| PCV10 | 2018–2019 | 484 | 72 (15) | 27 (38) | 45 (62) |
| PCV13 | 2019–2020 | 478 | 68 (14) | 29 (43) | 39 (57) |
| PCV13 | 2020–2021 | 467 | 102 (22) | 22 (22) | 80 (78) |
| PCV13 | 2021–2022 | 409 | 68 (17) | 27 (40) | 41 (60) |
| All seasons | 3,713 | 586 (16) | 182 (31) | 404 (69) | |
| Pneumococcal isolates from IPD patients younger than 18 years old | |||||
| PCV7 | 2007 | 354 | 2 (0.6) | 2 (100) | 0 (0) |
| PCV7 | 2008 | 355 | 4 (1.1) | 3 (75) | 1 (25) |
| PCV7 | 2009 | 443 | 5 (1.1) | 5 (100) | 0 (0) |
| PCV7 | 2010 | 386 | 0 (0) | /b | / |
| PCV13 | 2011 | 446 | 7 (1.6) | 5 (71) | 2 (29) |
| PCV13 | 2012 | 282 | 6 (2.1) | 4 (67) | 2 (33) |
| PCV13 | 2013 | 258 | 10 (3.9) | 3 (30) | 7 (70) |
| PCV13 | 2014 | 172 | 10 (5.8) | 0 (0) | 10 (100) |
| PCV13/PCV10 | 2015 | 180 | 8 (4.4) | 3 (38) | 5 (62) |
| PCV13/PCV10 | 2016 | 171 | 10 (5.8) | 1 (10) | 9 (90) |
| PCV10 | 2017 | 203 | 13 (6.4) | 5 (38) | 8 (62) |
| PCV10 | 2018 | 215 | 10 (4.7) | 4 (40) | 6 (60) |
| PCV10/PCV13 | 2019 | 225 | 13 (5.8) | 3 (23) | 10 (77) |
| PCV13 | 2020 | 129 | 12 (9.3) | 3 (25) | 9 (75) |
| PCV13 | 2021 | 163 | 20 (12) | 2 (10) | 18 (90) |
| All years | 3,982 | 130 (3.3) | 43 (33) | 87 (67) | |
Samples were collected during the winter season.
‘/’ denotes no genotype data.
Invasive isolates
All isolates (n = 130), identified as serotype 23B by the Quellung test, from pediatric IPD cases in children younger than 18 years old from all over Belgium, received at the NRC during the period 2007 to 2021, were included in this study. All IPD isolates were obtained from blood, cerebrospinal fluid, pleural fluid, or joint fluid obtained from patients presenting with meningitis, bacteremia, pneumonia, or sepsis (Table S1). Details of the surveillance at the NRC have been previously described (7). Age, gender, location, and the clinical diagnosis of the patient were also registered. The IPD samples used in the present study covered a wider period than the carriage samples and also included the period when PCV7 (2007–2010) and PCV13 (2011–2015) were in use in Belgium.
Whole-genome sequencing
We performed whole-genome sequencing to differentiate 23B1 from 23B0 on all isolates described above (n = 716). Multiple pneumococcal colonies from a pure culture were inoculated into Todd-Hewitt broth (BD Bioscience) and left to grow overnight in a 5% CO2 incubator at 37°C. DNA was extracted using the MasterPure Complete DNA and RNA Purification Kit (LGC Biosearch Technologies, Hoddesdon, UK), and a further purification step was performed using the genomic DNA Clean & Concentrator-10 kit (Zymo Research). DNA concentration was determined with a Qubit3 Fluorimeter using the Qubit dsDNA HS Assay Kit (Invitrogen). Following this, the sequencing library was prepared, using the Nextera XT DNA Sample Preparation Kit (Illumina), and sequencing was done using the MiSeq reagent kit version 2 (Illumina).
The quality of the obtained reads was assessed with FastQC version 0.11.9. BacPipe was used for read trimming, sequence type (ST) assignment, antimicrobial resistance gene detection, genome assembly, and protein annotation (13). PneumoCaT was used to differentiate the capsular genotype from the raw reads (14). The assemblies underwent core genome alignment with Parsnp version 1.5.3 (15), using default settings and ATCC700669 as a reference. A single nucleotide polymorphism (SNP) distance matrix was obtained from the core genome alignment using snp-dists version 0.7.0 (https://github.com/tseemann/snp-dists). Phylogeny was inferred from the core genome alignment with RAxML version 8.2.12 using the GTRCAT option and 100 bootstraps (16), and the tree was visualized and annotated with iTOL version 7.0. Finally, PopPUNK version 2.4.0 was used to assign isolates to the Global Pneumococcal Sequencing project Clusters (GPSCs) (https://www.pneumogen.net).
Minimal inhibitory concentration testing
The manual microbroth dilution method was used to determine MICs to penicillin and amoxicillin, and the results were interpreted according to EUCAST non-meningitis breakpoints (version 14.0, 2024). Isolates were considered penicillin non-susceptible when the penicillin MIC was >0.06 mg/L and amoxicillin non-susceptible when the amoxicillin MIC was >0.5 mg/L. Additionally, all cultured strains were tested at the NRC for a range of antibiotics (co-trimoxazole, erythromycin, tetracycline, and levofloxacin) with the disk diffusion method (Table S2).
Statistics
The Chi-square (χ2) test was used to assess significant changes in carriage and IPD rates of 23B, 23B0, 23B1, and penicillin non-susceptibility in isolates depending on the clinical variables. Univariate testing was done to assess the difference in demographics. The Mann-Whitney U-test was used to assess the difference in median penicillin MIC between the 23B0 and 23B1 isolates.
RESULTS
Dominating 23B1 leads to increased penicillin non-susceptibility in serotype 23B pneumococci in carriage
Carriage of 23B isolates was stable during 2016–2022 (Fig. 1A, 13.2%–16.6%, P = 0.47), except in the 2020–2021 winter season when it increased significantly to 21.8% (P = 0.003). The proportion of genotype 23B1 relative to 23B0 significantly decreased from 2016 to 2022 (75.4%–60.3%, P = 0.009). In 2020–2021, an increase in the proportion of 23B1 was observed compared to the years before (78.4%, n = 80/102, P = 0.006), which overlapped with the aforementioned peak in overall 23B carriage.
Fig 1.
(A) Bar plot showing the 23B prevalence among carriage isolates from children attending DCCs (6–30 months old) in Belgium from 2016 to 2022 and colored according to 23B0/23B1 proportion, which is also depicted as a trend line. Penicillin and co-trimoxazole non-susceptibility in 23B isolates in each season is shown as a line chart. (B) Overview of the most prevalent STs in 23B isolates from children attending DCCs (6–30 months old) in Belgium from 2016 to 2022. (C) ST distribution of the 23B carriage isolates from children attending DCCs (6–30 months old) in Belgium. (D) Bar plot showing the 23B prevalence of IPD isolates from children (<18 years old) in Belgium from 2007 to 2021 and colored according to 23B0/23B1 proportion. Penicillin and co-trimoxazole non-susceptibility in 23B isolates in each season is shown as a line chart. (E) Overview of the most prevalent STs in 23B isolates from children (<18 years old) suffering from IPD in Belgium from 2007 to 2021. (F) ST distribution of the 23B IPD isolates from children (<18 years old) in Belgium.
Penicillin and co-trimoxazole non-susceptibility in all 23B isolates were high in 2016 (83.6%, n = 51/61 and 70.5%, n = 43/61) and slowly but significantly decreased until 2019–2020 (63.2%, n = 43/68, P = 0.01 and 41.2%, n = 28/68, P < 0.001). Afterward, penicillin non-susceptibility increased significantly in 2020–2021, proportionally following the dynamics of the 23B1 genotype (Fig. 1A). All isolates were susceptible to amoxicillin. Median penicillin MICs were significantly different for 23B0 (npenicillin non-susceptible = 66/182) and 23B1 isolates (npenicillin non-susceptible = 390/404), respectively, highlighting the primarily penicillin non-susceptible phenotype in 23B1 isolates. There were no significant differences between 23B0 and 23B1 isolates regarding other antibiotic susceptibilities (Table S2). However, there was an increase noted in levofloxacin intermediate susceptibility in the 23B isolates, unrelated to a variant, in 2020–2021 and even more in 2021–2022, where all 23B isolates were intermediate susceptible (0/68 [0.0%] to 46/102 [45.1%] to 68/68 [100%]).
The most prevalent ST observed within the 23B0 population was the penicillin non-susceptible ST8959 (35.2%, n = 64/182), closely followed by penicillin-susceptible ST11655 (16.5%, n = 30/182) and ST9867 (15.4%, n = 28/182). In the 23B1 population, the most prevalent STs were ST2372 (73.0%, n = 295/404) and ST1349 (11.1%, n = 45/404), both being penicillin non-susceptible. Furthermore, ST2372 was the most common ST represented in our entire data set and was responsible for the peak 23B isolates in 2020–2021. Interestingly, none of the STs were shared between the 23B0 and the 23B1 groups (Fig. 1B, C, E, F, and 2).
Fig 2.
Phylogenetic tree generated from the study isolate assemblies. Inner red squares represent the presence of erm(b) and tet(M) resistance determinants, which correlate to erythromycin and tetracycline resistance, respectively. Penicillin and co-trimoxazole susceptibility is depicted in the inner rings. The third ring shows whether the isolate is invasive or is carried in the nasopharynx. Outer circles represent the serotype of the isolate, GPSC clustering, and ST (only STs presenting more than five isolates are shown with text, and novel STs are depicted in black). Finally, the red area indicates ST1448 23B1 isolates clustering with 23B0 isolates.
There was no significant difference between 23B0 and 23B1 prevalence regarding the geographical distribution of DCCs in Belgium, gender, preterm birth, breastfeeding, rhinitis symptoms, and pneumococcal vaccination status. However, the mean age of children harboring 23B1 (19.7 months) was higher than those harboring 23B0 (18.4 months, P = 0.04). Interestingly, reported antibiotic use in the last 3 months did not influence the isolation of penicillin non-susceptible isolates, with similar rates of susceptible (24.8%, 30/121) and non-susceptible (24.1%, 105/435) isolates obtained from previously treated subjects (Table S1).
23B1 drove the increase in pediatric IPD caused by 23B in Belgium in 2021
During the PCV7 period (2007–2010), the number of pediatric IPD caused by serotype 23B in children younger than 18 years old was low and stable (Table 1; Fig. 1D, P = 0.10). After 2011, the prevalence of this serotype among children increased until peaking in 2020–2021 (Fig. 1D). This peak in prevalence of 23B in IPD coincided with the peak observed in 2020–2021 in the carriage isolates (Fig. 1A and D).
The 23B IPD cases found during PCV7 period were primarily of the 23B0 genotype (83.3%, n = 15/18). 23B1, although already found to cause IPD in 2008, only increased during the first vaccination period with PCV13, when 90% of 23B isolates (n = 9/10) were identified as 23B1. From 2019 onward, after the re-implementation of PCV13, the increase in serotype 23B among IPD cases was almost entirely driven by the increase in the 23B1 genotype All increases in 23B IPD cases from 2013 onward were associated with an increase in the 23B1 proportion, which was also associated with peaks in penicillin and co-trimoxazole non-susceptibility (Fig. 1D). All penicillin non-susceptible isolates were either 23B1 isolates or ST8959 23B0 isolates, but all isolates remained susceptible to amoxicillin. Of note, the 23B1 proportion and the co-trimoxazole non-susceptibility in 23B isolates in this data set were strongly associated with a correlation coefficient of 0.99 (P < 0.001). There were no significant differences between 23B0 and 23B1 isolates regarding other antibiotic susceptibilities (Table S2). However, levofloxacin intermediate susceptibility did spike in 2021 in these 23B invasive isolates compared to the years before (9/13 in 2019 to 3/12 in 2020 to 20/20 in 2021), which was also reflected in the carriage data of 2021–2022.
The most prevalent ST after 2013 was ST2372 (56.6%, n = 60/106), which was also the ST found in all five 23B1 isolates before 2013 (20.8%, n = 5/24) and was responsible for the 2021 peak (Fig. 1E).
Differences in geographic location, gender, age category, clinical diagnosis, and sample type between children with 23B0 and 23B1 isolates were not significant.
23B1 is genetically distinct from 23B0
23B0 and 23B1 isolates form two genomic distinct clades, with 11,670 core-genome SNPs (Fig. 2). Their genetic difference is also reflected in their lack of shared STs or GPSCs, with GPSC7 being dominant for 23B0 and GPSC5 for 23B1.
Within the 23B0 cluster, isolates presented an average of 1,957 core-genome SNPs, and within the 23B1 cluster, the number of core-genome SNPs decreased to 1,722, further demonstrating the within-genotype homogeneity and the large genomic distance between genotypes. Of interest are five ST1448 23B1 isolates, which are more related to the 23B0 isolates (4,991 core-genome SNPs) compared to the other 23B1 isolates (11,432 core-genome SNPs). Three 23B1 STs (ST386, ST1800, and ST4253) and two 23B0 STs (ST1078 and ST4677) showing divergent GPSCs were also distinct from the main two clades, although their occurrence was very rare in the data set (n = 6) (Fig. 2). Carriage of the resistance determinants ermB and tetM was common in these rare isolates.
DISCUSSION
Our data highlight the importance of genotyping to understand changes in phenotypes, i.e., increase in antibiotic resistance, linked to increased proportions of specific serotype variants. We also show that the increase in 23B carriage among day care children went in parallel with an increase among IPD in Belgium, reiterating the utility of closely monitoring pneumococcal carriage in the day care population, as was also previously shown for 19A (17).
Impact of PCV switches and COVID-19 pandemic
In this population, we do not observe an influence of previous antibiotic treatment on the selection of genotype 23B1 or non-susceptible isolates, although this non-susceptibility is short-lived (18). Considering this, together with the lack of amoxicillin non-susceptible isolates in this data set, antibiotic treatment is not the main driver, leaving vaccination and non-pharmaceutical interventions as the potential main drivers of the 23B1 expansion. However, the prevalence of penicillin non-susceptibility in this genotype calls for continued monitoring of the appearance of amoxicillin non-susceptibility, as the resistance mechanism is shared.
The IPD results confirmed that the 23B1 genotype has been in the population as early as 2008, in line with findings from other countries. The 23B1 genotype was reported in IPD in several countries (the UK, USA, and Thailand) already during 2005–2008, although the genotype’s prevalence remained low during this period, as observed in Belgium (2, 5). Subsequently, during 2016/2015–2019, which coincided with the PCV10 vaccination period in Belgium, an increased prevalence of 23B1 was observed. This prevalence doubled in 2021 during the COVID-19 pandemic and the second PCV13 implementation in Belgium. Although this genotype distribution could not be analyzed for the years 2022 and 2023, the Belgian NRC report shows a decline in the proportion of 23B serotype in IPD in children <16 years old (−2.9%) in 2022 and even further in 2023 (−3.9%) (8). During the PCV10 vaccination period in Belgium, serotype 23B was the most prevalent colonizer in carriage in both healthy infants in DCCs and in children with otitis media (9). However, in 2020–2021, 1 year after the re-implementation of PCV13, the overall 23B carriage and involvement in IPD, as well as the 23B1 proportion, peaked before decreasing again in 2021–2022. The loss of competition from PCV13 non-PCV10 serotypes (e.g., 19A) or natural variation after the switch to PCV13 may have resulted in an increase in overall 23B carriage due to increased 23B1 proportion. The increases also coincide with the start of the COVID-19 pandemic (2020), and the decrease in viral respiratory circulation because of the COVID-19 protective measures could have played a role. During the first 2 years of the COVID-19 pandemic, the Invasive Respiratory Infection Surveillance consortium reported a global decrease in IPD (19), although no change in pneumococcal serotype distribution was found (20). At the end of 2021, increases in IPD were reported following the loosening of stringent COVID-19 containment measures worldwide and the return of viral respiratory infections (20). In Belgium, the DCCs were never shut down as they were deemed essential services, which might have resulted in the continuation of the serotype distribution compared to the years before the COVID-19 pandemic. During season 2019–2020, the DCCs remained open with a 50% occupancy restriction. One season later, during 2020–2021, the occupancy was comparable to the seasons before the COVID-19 pandemic (E. Van den Bosch and E. Ekinci, unpublished data). However, other guidelines for the general public were in place regarding mask use for adults and social distancing, which in turn affected the rules and social contacts in the DCCs. From February 2022 onward in Belgium, the mask mandate and social distancing rules were relaxed for caretakers in DCCs and primary schools, possibly increasing viral transmission again within and between families (21) and co-occurred with a slight decrease in 23B carriage. However, a recent paper using the same DCC carriage samples found SARS-CoV-2 transmission to be very infrequent in this population during the COVID-19 pandemic from 2020 to February 2022, making the interaction between SARS-CoV-2 and pneumococcal carriage rate unlikely in this period of time (22). Nevertheless, the number of 23B IPD cases was too low to draw strong conclusions on its population dynamics and the effect of pharmaceutical and non-pharmaceutical interventions.
The co-occurring peaks in 23B carriage in healthy children and 23B IPD cases highlight the relevance of pneumococcal serotype monitoring in DCCs. Previously, the resurgence of 19A IPD after PCV10 introduction was also reflected in the DCC’s surveillance in Belgium and eventually led to the switch back to the 13-valent vaccine (8, 17). A German study also identified important PCV13 serotypes like serotypes 3 and 19A circulating in healthy carriage and matched it to IPD increases post-PCV10 in 2009 (23). Greece reported a significant 23B increase post-PCV10 and PCV13 introduction (respectively, May 2009 and June 2010) in children attending DCCs (24). In the years that followed, the Greek National Meningitis Reference Laboratory found 23B as the third most prevalent serotype found in pneumococcal meningitis cases, indicating the predicting value of a DCC surveillance study (25). Many countries use pneumococcal carriage monitoring to anticipate pneumococcal serotype trends in IPD post-PCV, as carriage surveillance was proven to be a reliable simple predictor (26, 27).
Serotype 23B on the rise worldwide
Serotype 23B has been indicated worldwide as a serotype to watch in asymptomatic carriage and IPD, mostly in young children (Table S3). SpIDnet, a European IPD surveillance network, identified 23B as a dominating NVT in countries using specifically PCV13 (28). However, given that both genetic variants differ significantly with 11,670 core-genome SNPs as evident from Fig. 2 and was noted previously in the original UK study (2), it is interesting to speculate if these expansions were due to 23B1, as was the case in Belgium and the UK with 23B1-ST2372.
Studies from Sweden and Portugal described a rise in 23B prevalence in penicillin non-susceptible isolates from adult IPD samples in the PCV13 era (29, 30). As seen in the Belgian data, penicillin non-susceptible 23B isolates were mostly 23B1, suggesting an expansion of 23B1 rather than 23B0 in countries with rising penicillin non-susceptibility in 23B isolates. A Spanish clinical surveillance study identified 23B as a rising serotype from 2020 onward and related this with a rise in penicillin non-susceptibility in pneumococcal isolates (31).
Another Spanish study reported an increase in ST2372 23B isolates from pediatric IPD samples from 2011 onward, while in Norway, the rise in antimicrobial resistance in NVTs was also associated with an increase of specifically ST2372 23B IPD isolates, indicating an overall rise in ST2372 across Europe (32, 33). Another study from the USA, 3 years after PCV13 introduction, noted a 23B increase in IPD samples from children, more specifically, an increase in penicillin non-susceptible ST1373 23B isolates (34). Germany reported ST439 and ST1349 as the most common 23B STs in IPD samples after PCV13 implementation, causing a significant rise in 23B IPD (35). All these studies specifically mention a rise in ST2372, ST1373, or ST1349 23B isolates, which were STs exclusively found in 23B1 isolates in Belgium, making it likely that these increases are due to genotype 23B1. Moreover, in a UK carriage study in children, the 23B1 genotype completely overtook the 23B population, as 23B1 was the only variant found in all 23B isolates in 2018, after 8 years of continued PCV13 use (5). Iceland, however, implemented the PCV10 vaccine in 2011 and reported a significant increase in 23B carriage (from n = 1, 0.7/1,000 samples to n = 152, 49.3/1,000 samples; P < 0.001) in 2012–2017 compared to 2009–2011, specifically due to ST439, which is associated with 23B0 in our study, whereas 23B was found only once in the 3-year surveillance before PCV10 (36). Other countries implementing PCV10 as the first PCV in an infant program, like Finland, Bulgaria, and Brazil, did not report a rise in serotype 23B infections, whereas all these countries reported 19A as a common non-PCV10 serotype in the population, which is also reported by the European SpIDnet study (28, 37–39). At the same time, most of the aforementioned countries using PCV13 also reported a significant decrease in 19A carriage and an increase in suspected 23B1 cases. Therefore, countries using PCV13, contrary to countries with PCV10 usage, should be on guard for potential rises in IPD caused by NVT 23B, driven by genotype 23B1. This concern over 23B IPD infections was also the incentive to include serotype 23B in a new 21-valent PCV, stating that the newly included serotypes contribute substantially to the adult IPD burden (40).
Conclusion
Peaks in 23B prevalence in 2021, during the second PCV13 implementation in Belgium and the COVID-19 pandemic, in both carriage and IPD samples coincide with a rise in the proportion of type 23B1 and penicillin non-susceptibility. In European and international studies, non-vaccine type 23B was indicated to be an important pediatric serotype, and expansions within this serotype are likely to be driven by the 23B1 genotype based on ST analysis.
ACKNOWLEDGMENTS
We acknowledge and thank all DCCs, participating children, and their parents or legal guardian/next of kin for their efforts and cooperation. We thank Christine Lammens and Sabine Chapelle for excellent administrative and technical support.
S.M.-K. gratefully acknowledges the University of Antwerp Methusalem funding (Vaccine & Infectious Diseases Excellence in Antwerp: Infectious disease prevention, control, and management in a One Health policy context [VAX-IDEA]).
S.M.-K., S.D., and H.T. conceptualized the study; H.T., S.D., and L.C. were involved in sampling; L.D. and J.P.R.-R. helped with MIC and WGS; L.D., J.P.R.-R., and S.M.-K. wrote the original draft; L.v.H., L.C., S.D., L.W., H.T., and S.M.-K. wrote, reviewed, and edited the manuscript. All authors read, gave input, and approved the final manuscript.
Contributor Information
Surbhi Malhotra-Kumar, Email: surbhi.malhotra@uantwerpen.be.
Patricia J. Simner, Johns Hopkins University, Baltimore, Maryland, USA
DATA AVAILABILITY
The data sets generated and analyzed during the current study are available at ENA under BioProject number PRJEB78821 and at NCBI with BioProject number PRJNA1144854.
ETHICS APPROVAL
The study was reviewed and approved by the Ethics Committee of Antwerp University (UA) and the Antwerp University Hospital (UZA). Written informed consent was obtained from the participants’ legal guardian/next of kin and a questionnaire, including the child’s demographic and clinical data, was completed by the participant’s legal guardian/next of kin. IPD isolates were routinely collected at the National Reference Centre for Invasive Pneumococci at UZ Leuven (NRC) and were kindly provided for the purpose of this research. The protocol was also provided to the data protection board of UZ Leuven (634 and addendum 688), and a material and data transfer agreement was in place.
SUPPLEMENTAL MATERIAL
The following material is available online at https://doi.org/10.1128/jcm.01696-24.
Overview of all the metadata and results of each 23B strain.
Antibiotic non-susceptibility rates for the 23B carriage and IPD isolates, and overview of literature describing European and worldwide 23B increases in the population.
ASM does not own the copyrights to Supplemental Material that may be linked to, or accessed through, an article. The authors have granted ASM a non-exclusive, world-wide license to publish the Supplemental Material files. Please contact the corresponding author directly for reuse.
REFERENCES
- 1. Hanquet G, Krizova P, Dalby T, Ladhani SN, Nuorti JP, Danis K, Mereckiene J, Knol MJ, Winje BA, Ciruela P, et al. 2022. Serotype replacement after introduction of 10-valent and 13-valent pneumococcal conjugate vaccines in 10 countries, Europe. Emerg Infect Dis 28:137–138. doi: 10.3201/eid2801.210734 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2. Kapatai G, Sheppard CL, Troxler LJ, Litt DJ, Furrer J, Hilty M, Fry NK. 2017. Pneumococcal 23B molecular subtype identified using whole genome sequencing. Genome Biol Evol 9:2122–2135. doi: 10.1093/gbe/evx092 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Ladhani SN, Collins S, Djennad A, Sheppard CL, Borrow R, Fry NK, Andrews NJ, Miller E, Ramsay ME. 2018. Rapid increase in non-vaccine serotypes causing invasive pneumococcal disease in England and Wales, 2000-17: a prospective national observational cohort study. Lancet Infect Dis 18:441–451. doi: 10.1016/S1473-3099(18)30052-5 [DOI] [PubMed] [Google Scholar]
- 4. Tiley KS, Ratcliffe H, Voysey M, Jefferies K, Sinclair G, Carr M, Colin-Jones R, Smith D, Bowman J, Hart T, Kandasamy R, Hinds J, Gould K, Berbers G, Tcherniaeva I, Robinson H, Plested E, Aley P, Snape MD. 2023. Nasopharyngeal carriage of pneumococcus in children in england up to 10 years after 13-valent pneumococcal conjugate vaccine introduction: persistence of serotypes 3 and 19A and emergence of 7C. J Infect Dis 227:610–621. doi: 10.1093/infdis/jiac376 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Sheppard CL, Groves N, Andrews N, Litt DJ, Fry NK, Southern J, Miller E. 2019. The genomics of Streptococcus pneumoniae carriage isolates from UK children and their household contacts, pre-PCV7 to post-PCV13. Genes (Basel) 10:687. doi: 10.3390/genes10090687 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Rodriguez-Ruiz JP, Xavier BB, Stöhr W, van Heirstraeten L, Lammens C, Finn A, Goossens H, Bielicki JA, Sharland M, Malhotra-Kumar S, PERUKI, GAPRUKI and CAP-IT networks . 2024. High-resolution genomics identifies pneumococcal diversity and persistence of vaccine types in children with community-acquired pneumonia in the UK and Ireland. BMC Microbiol 24:146. doi: 10.1186/s12866-024-03300-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Desmet S, Lagrou K, Wyndham-Thomas C, Braeye T, Verhaegen J, Maes P, Fieuws S, Peetermans WE, Blumental S. 2021. Dynamic changes in paediatric invasive pneumococcal disease after sequential switches of conjugate vaccine in Belgium: a national retrospective observational study. Lancet Infect Dis 21:127–136. doi: 10.1016/S1473-3099(20)30173-0 [DOI] [PubMed] [Google Scholar]
- 8. National Reference Centre for invasive S.pneumoniae . 2023. Report National Reference Centre Streptococcus pneumoniae Website Sciensano - Nationaal Referentiecentrum (NRC) voor Streptococcus pneumoniae (invasief). Available from: https://www.sciensano.be/nl/nrc-nrl/nationaal-referentiecentrum-nrc-voor-streptococcus-pneumoniae-invasief
- 9. Ekinci E, Desmet S, Van Heirstraeten L, Mertens C, Wouters I, Beutels P, Verhaegen J, Malhotra-Kumar S, Theeten H, NPcarriage Group . 2021. Streptococcus pneumoniae serotypes carried by young children and their association with acute otitis media during the period 2016-2019. Front Pediatr 9:664083. doi: 10.3389/fped.2021.664083 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Desmet S, Wouters I, Heirstraeten LV, Beutels P, Van Damme P, Malhotra-Kumar S, Maes P, Verhaegen J, Peetermans WE, Lagrou K, Theeten H. 2021. In-depth analysis of pneumococcal serotypes in Belgian children (2015-2018): diversity, invasive disease potential, and antimicrobial susceptibility in carriage and disease. Vaccine (Auckl) 39:372–379. doi: 10.1016/j.vaccine.2020.11.044 [DOI] [PubMed] [Google Scholar]
- 11. Wouters I, Desmet S, Van Heirstraeten L, Blaizot S, Verhaegen J, Van Damme P, Malhotra-Kumar S, Theeten H, NPcarriage Study Group . 2019. Follow-up of serotype distribution and antimicrobial susceptibility of Streptococcus pneumoniae in child carriage after a PCV13-to-PCV10 vaccine switch in Belgium. Vaccine (Auckl) 37:1080–1086. doi: 10.1016/j.vaccine.2018.12.068 [DOI] [PubMed] [Google Scholar]
- 12. Wouters I, Van Heirstraeten L, Desmet S, Blaizot S, Verhaegen J, Goossens H, Van Damme P, Malhotra-Kumar S, Theeten H, NPcarriage Study Group . 2018. Nasopharyngeal S. pneumoniae carriage and density in Belgian infants after 9 years of pneumococcal conjugate vaccine programme. Vaccine (Auckl) 36:15–22. doi: 10.1016/j.vaccine.2017.11.052 [DOI] [PubMed] [Google Scholar]
- 13. Xavier BB, Mysara M, Bolzan M, Ribeiro-Gonçalves B, Alako BTF, Harrison P, Lammens C, Kumar-Singh S, Goossens H, Carriço JA, Cochrane G, Malhotra-Kumar S. 2020. BacPipe: a rapid, user-friendly whole-genome sequencing pipeline for clinical diagnostic bacteriology. iScience 23:100769. doi: 10.1016/j.isci.2019.100769 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Kapatai G, Sheppard CL, Al-Shahib A, Litt DJ, Underwood AP, Harrison TG, Fry NK. 2016. Whole genome sequencing of Streptococcus pneumoniae: development, evaluation and verification of targets for serogroup and serotype prediction using an automated pipeline. PeerJ 4:e2477. doi: 10.7717/peerj.2477 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Treangen TJ, Ondov BD, Koren S, Phillippy AM. 2014. The Harvest suite for rapid core-genome alignment and visualization of thousands of intraspecific microbial genomes. Genome Biol 15:524. doi: 10.1186/s13059-014-0524-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Stamatakis A. 2014. RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics 30:1312–1313. doi: 10.1093/bioinformatics/btu033 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Ekinci E, Van Heirstraeten L, Willen L, Desmet S, Wouters I, Vermeulen H, Lammens C, Goossens H, Van Damme P, Verhaegen J, Beutels P, Theeten H, Malhotra-Kumar S, NP Carriage Study Group . 2023. Serotype 19A and 6C account for one-third of pneumococcal carriage among Belgian day-care children four years after a shift to a lower-valent PCV. J Pediatric Infect Dis Soc 12:36–42. doi: 10.1093/jpids/piac117 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Malhotra-Kumar S, Van Heirstraeten L, Coenen S, Lammens C, Adriaenssens N, Kowalczyk A, Godycki-Cwirko M, Bielicka Z, Hupkova H, Lannering C, Mölstad S, Fernandez-Vandellos P, Torres A, Parizel M, Ieven M, Butler CC, Verheij T, Little P, Goossens H. 2016. Impact of amoxicillin therapy on resistance selection in patients with community-acquired lower respiratory tract infections: a randomized, placebo-controlled study. J Antimicrob Chemother 71:3258–3267. doi: 10.1093/jac/dkw234 [DOI] [PubMed] [Google Scholar]
- 19. Brueggemann AB, Jansen van Rensburg MJ, Shaw D, McCarthy ND, Jolley KA, Maiden MCJ, van der Linden MPG, Amin-Chowdhury Z, Bennett DE, Borrow R, et al. 2021. Changes in the incidence of invasive disease due to Streptococcus pneumoniae, Haemophilus influenzae, and Neisseria meningitidis during the COVID-19 pandemic in 26 countries and territories in the Invasive Respiratory Infection Surveillance Initiative: a prospective analysis of surveillance data. Lancet Digit Health 3:e360–e370. doi: 10.1016/S2589-7500(21)00077-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Shaw D, Abad R, Amin-Chowdhury Z, Bautista A, Bennett D, Broughton K, Cao B, Casanova C, Choi EH, Chu Y-W, et al. 2023. Trends in invasive bacterial diseases during the first 2 years of the COVID-19 pandemic: analyses of prospective surveillance data from 30 countries and territories in the IRIS Consortium. Lancet Digit Health 5:e582–e593. doi: 10.1016/S2589-7500(23)00108-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Kind en Gezin . 2022. Coronavirus: info voor kinderopvang. Available from: https://www.kindengezin.be/nl/professionelen/sector/kinderopvang/communicatie-van-opgroeien/snelinfos-kinderopvang/coronavirus
- 22. Van Heirstraeten L, Ekinci E, Smet M, Berkell M, Willen L, Coppens J, Spiessens A, Xavier BB, Lammens C, Verhaegen J, Van Damme P, Goossens H, Beutels P, Matheeussen V, Desmet S, Theeten H, Malhotra-Kumar S. 2022. Detection of SARS-CoV-2 in young children attending day-care centres in Belgium, May 2020 to February 2022. Euro Surveill 27. doi: 10.2807/1560-7917.ES.2022.27.21.2200380 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Rose MA, Laurenz M, Sprenger R, Imöhl M, van der Linden M. 2021. Nasopharyngeal carriage in children after the introduction of generalized infant pneumococcal conjugate vaccine immunization in Germany. Front Med (Lausanne) 8:719481. doi: 10.3389/fmed.2021.719481 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24. Grivea IN, Priftis KN, Giotas A, Kotzia D, Tsantouli AG, Douros K, Michoula AN, Syrogiannopoulos GA. 2014. Dynamics of pneumococcal carriage among day-care center attendees during the transition from the 7-valent to the higher-valent pneumococcal conjugate vaccines in Greece. Vaccine (Auckl) 32:6513–6520. doi: 10.1016/j.vaccine.2014.09.016 [DOI] [PubMed] [Google Scholar]
- 25. Xirogianni A, Marmaras N, Georgakopoulou T, Papandreou A, Simantirakis S, Magaziotou I, Eliades A, Getsi V, Anastasiou-Katsiardani A, Staikou E, et al. 2022. Pneumococcal meningitis in Greece: a retrospective serotype surveillance study in the post-PCV13 era (2010-2020). Vaccine (Auckl) 40:5079–5087. doi: 10.1016/j.vaccine.2022.07.015 [DOI] [PubMed] [Google Scholar]
- 26. Weinberger DM, Grant LR, Weatherholtz RC, Warren JL, O’Brien KL, Hammitt LL. 2016. Relating pneumococcal carriage among children to disease rates among adults before and after the introduction of conjugate vaccines. Am J Epidemiol 183:1055–1062. doi: 10.1093/aje/kwv283 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Weinberger Daniel M, Bruden DT, Grant LR, Lipsitch M, O’Brien KL, Pelton SI, Sanders EAM, Feikin DR. 2013. Using pneumococcal carriage data to monitor postvaccination changes in invasive disease. Am J Epidemiol 178:1488–1495. doi: 10.1093/aje/kwt156 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Savulescu C, Krizova P, Valentiner-Branth P, Ladhani S, Rinta-Kokko H, Levy C, Mereckiene J, Knol M, Winje BA, Ciruela P, et al. 2022. Effectiveness of 10 and 13-valent pneumococcal conjugate vaccines against invasive pneumococcal disease in European children: SpIDnet observational multicentre study. Vaccine (Auckl) 40:3963–3974. doi: 10.1016/j.vaccine.2022.05.011 [DOI] [PubMed] [Google Scholar]
- 29. Uddén F, Rünow E, Slotved H-C, Fuursted K, Ahl J, Riesbeck K. 2021. Characterization of Streptococcus pneumoniae detected in clinical respiratory tract samples in southern Sweden 2 to 4 years after introduction of PCV13. J Infect 83:190–196. doi: 10.1016/j.jinf.2021.05.031 [DOI] [PubMed] [Google Scholar]
- 30. Silva-Costa C, Gomes-Silva J, Teodoro I, Ramirez M, Melo-Cristino J. 2021. On behalf of the portuguese group for the study of streptococcal I. Invasive pneumococcal disease in adults in portugal: the importance of serotypes 8 and 3 (2015-2018). Microorganisms 9. doi: 10.3390/microorganisms9051016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Sempere J, Llamosí M, López Ruiz B, Del Río I, Pérez-García C, Lago D, Gimeno M, Coronel P, González-Camacho F, Domenech M, Yuste J. 2022. Effect of pneumococcal conjugate vaccines and SARS-CoV-2 on antimicrobial resistance and the emergence of Streptococcus pneumoniae serotypes with reduced susceptibility in Spain, 2004-20: a national surveillance study. Lancet Microbe 3:e744–e752. doi: 10.1016/S2666-5247(22)00127-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Morales M, Ludwig G, Ercibengoa M, Esteva C, Sanchez-Encinales V, Alonso M, Muñoz-Almagro C, Marimón JM. 2018. Changes in the serotype distribution of Streptococcus pneumoniae causing otitis media after PCV13 introduction in Spain. PLoS One 13:e0209048. doi: 10.1371/journal.pone.0209048 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Siira L, Vestrheim DF, Winje BA, Caugant DA, Steens A. 2020. Antimicrobial susceptibility and clonality of Streptococcus pneumoniae isolates recovered from invasive disease cases during a period with changes in pneumococcal childhood vaccination, Norway, 2004-2016. Vaccine (Auckl) 38:5454–5463. doi: 10.1016/j.vaccine.2020.06.040 [DOI] [PubMed] [Google Scholar]
- 34. Kim L, McGee L, Tomczyk S, Beall B. 2016. Biological and epidemiological features of antibiotic-resistant Streptococcus pneumoniae in pre- and post-conjugate vaccine Eras: a United States perspective. Clin Microbiol Rev 29:525–552. doi: 10.1128/CMR.00058-15 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35. van der Linden M, Perniciaro S, Imöhl M. 2015. Increase of serotypes 15A and 23B in IPD in Germany in the PCV13 vaccination era. BMC Infect Dis 15:207. doi: 10.1186/s12879-015-0941-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Quirk SJ, Haraldsson G, Erlendsdóttir H, Hjálmarsdóttir MÁ, van Tonder AJ, Hrafnkelsson B, Sigurdsson S, Bentley SD, Haraldsson Á, Brueggemann AB, Kristinsson KG. 2018. 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 56:e01046-18. doi: 10.1128/JCM.01046-18 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Rinta-Kokko H, Auranen K, Toropainen M, Nuorti JP, Nohynek H, Siira L, Palmu AA. 2020. Effectiveness of 10-valent pneumococcal conjugate vaccine estimated with three parallel study designs among vaccine-eligible children in Finland. Vaccine (Auckl) 38:1559–1564. doi: 10.1016/j.vaccine.2019.11.049 [DOI] [PubMed] [Google Scholar]
- 38. Alexandrova A, Pencheva D, Mitov I, Setchanova L. 2022. Phenotypic and genotypic characteristics of non-invasive S. pneumoniae isolates recovered from PCV10-vaccinated children in Bulgaria. Indian J Med Microbiol 40:61–67. doi: 10.1016/j.ijmmb.2021.10.004 [DOI] [PubMed] [Google Scholar]
- 39. Almeida SCG, Lo SW, Hawkins PA, Gladstone RA, Cassiolato AP, Klugman KP, Breiman RF, Bentley SD, McGee L, Brandileone M-C de C. 2021. Genomic surveillance of invasive Streptococcus pneumoniae isolates in the period pre-PCV10 and post-PCV10 introduction in Brazil. Microb Genom 7:000635. doi: 10.1099/mgen.0.000635 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40. Platt H, Omole T, Cardona J, Fraser NJ, Mularski RA, Andrews C, Daboul N, Gallagher N, Sapre A, Li J, Polis A, Fernsler D, Tamms G, Xu W, Murphy R, Skinner J, Joyce J, Musey L. 2023. Safety, tolerability, and immunogenicity of a 21-valent pneumococcal conjugate vaccine, V116, in healthy adults: phase 1/2, randomised, double-blind, active comparator-controlled, multicentre, US-based trial. Lancet Infect Dis 23:233–246. doi: 10.1016/S1473-3099(22)00526-6 [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Overview of all the metadata and results of each 23B strain.
Antibiotic non-susceptibility rates for the 23B carriage and IPD isolates, and overview of literature describing European and worldwide 23B increases in the population.
Data Availability Statement
The data sets generated and analyzed during the current study are available at ENA under BioProject number PRJEB78821 and at NCBI with BioProject number PRJNA1144854.


