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Article

Invasive Pneumococcal Disease in Adults in Portugal: The Importance of Serotypes 8 and 3 (2015–2018)

by
Catarina Silva-Costa
,
Joana Gomes-Silva
,
Inês Teodoro
,
Mário Ramirez
*,
José Melo-Cristino
and
on behalf of the Portuguese Group for the Study of Streptococcal Infections
Faculdade de Medicina, Instituto de Microbiologia, Instituto de Medicina Molecular, Universidade de Lisboa, 1649-028 Lisboa, Portugal
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Membership of Portuguese Group for the Study of Streptococcal Infections is provided in the Acknowledgments.
Microorganisms 2021, 9(5), 1016; https://doi.org/10.3390/microorganisms9051016
Submission received: 12 April 2021 / Revised: 30 April 2021 / Accepted: 5 May 2021 / Published: 8 May 2021
(This article belongs to the Special Issue Epidemiology of Pneumococci and Pneumococcal Diseases)

Abstract

:
Increasing the uptake of the 13-valent pneumococcal conjugate vaccine (PCV13) in children is expected to alter the serotypes causing invasive pneumococcal disease (IPD) in adults due to herd protection. We characterized 2172 cases of adult IPD in 2015–2018 in Portugal after the introduction of PCV13 in the national immunization plan of 2015. Among the 58 detected serotypes, serotypes 8 (n = 413; 19%), 3 (n = 334; 15%), 22F (n = 148; 7%), 14 (n = 138; 6%), and 19A (n = 116; 5%) were the most frequent. Among PCV13 serotypes, 7F and 19A IPD decreased, but serotype 3 IPD remained stable. The non-PCV13 serotypes were a heterogeneous group, with serotypes 23A and 23B enriched among CSF cases; serotype 8 associated with younger patients; and serotypes 22F, 6C, and 31 associated with older patients. The continued increase of serotype 8 IPD was one of the drivers for the increased coverage of the 23-valent pneumococcal polysaccharide vaccine (PPV23; 80% in 2015–2018). Antimicrobial resistance was associated with older age and serotypes 6C, 11A, 14, 15A, 19A, and 19F. Three years after the introduction of PCV13 in the NIP with an uptake of >95%, the proportion of PCV13 serotypes causing IPD in adults stabilized in Portugal. The direct vaccination of adults may be important in preventing IPD in this age group.

1. Introduction

The introduction of pneumococcal conjugate vaccines (PCVs) in children led to changes in the incidence and serotypes causing invasive pneumococcal disease (IPD), not only in vaccinated children but also in adults. In fact, initial data from the United States showed that more cases were averted by this herd protection than by the effects on the groups targeted by vaccination. The increasing use of the 23-valent polysaccharide vaccine (PPV23) and the approval of the 13-valent conjugate vaccine (PCV13) for use in adults also has the potential to further impact IPD in this age group. In Portugal, as elsewhere, the use of increasing valency PCVs in children led to changes in the serotypes causing IPD in adults [1,2,3]. However, although reaching a substantial vaccine coverage (around 63%), the use of the PCVs through the private market and without reimbursement may have contributed to the persistence of vaccine serotypes as causes of IPD by creating an uneven distribution of the vaccine. The use of the 7-valent PCV (PCV7) in children led to a decrease in the proportion of PCV7 serotypes in adult IPD in Portugal in 2006–2008, with the most frequent serotypes being 3, 1, 7F, 19A, and 14 [3]. After the introduction of PCV13 for children vaccinations in 2010, a decline in the proportion of the additional serotypes included in PCV13 was observed in adult IPD, mostly driven by decreases in the proportion of serotypes 1, 5, 7F, and 19A, while serotype 3 remained an important serotype in IPD [1,2]. Concomitantly, serotypes not included in any PCV gained importance, with serotype 8 being of special concern and becoming a leading serotype in adult IPD in Portugal [1] and elsewhere [4,5,6]. Other emerging non-PCV13 serotypes in Portugal include the 22F, 11A, 9N, 6C, 15B/C, and 15A serotypes [1].
Despite the reductions in PCV13 serotypes, the fraction of adult IPD that is potentially vaccine-preventable remained high, with data from 2014 showing that PCV13 serotypes significantly persisted (38%) and that isolates expressing PPV23 serotypes accounted for 75% of all adult IPD [1]. Though several medical associations issued age-based recommendations for vaccination with both PCV13 and PPV23 [7], the official guidelines of the Portuguese national health authority recommend vaccination only in risk groups [8]. There is no national data on the uptake of the pneumococcal vaccine in adults in Portugal, but a single-center study conducted in 2007 revealed that <10% of individuals ≥65 years had been vaccinated with PPV23 [9]. In 2015, PCV13 was introduced in the NIP for children, with doses given at 2, 4, and 12 months of age. Despite the expected low uptake of PCV13 in adults, the broader vaccine uptake achieved by universal childhood vaccination could potentially further impact adult IPD serotype distribution. Furthermore, 15- and 20-valent PCVs are applying for approval for use in adults and should reach the market soon [10,11]. The aims of this work were to document serotype changes and susceptibility patterns among pneumococci causing adult IPD following the introduction of PCV13 in the NIP for children and to evaluate the potential benefits of the increased valency vaccines.

2. Materials and Methods

Since 1999, the Portuguese Group for the Study of Streptococcal Infections has been monitoring invasive pneumococcal disease in Portugal through a laboratory-based surveillance system of 31 microbiology laboratories involving the collection and shipment of all IPD isolates to a central laboratory for characterization [12]. Though all laboratories were periodically contacted to submit isolates to the central laboratory, no audit was performed to ensure compliance, which may be variable in this type of study. A case of IPD was defined by the isolation of pneumococci from a normally sterile fluid, such as blood, cerebrospinal fluid (CSF), or pleural fluid, or the detection of pneumococcal DNA in a normally sterile body fluid, excluding blood. Isolates included in this study were from adult patients (≥18 years) with IPD between January 2015 and December 2018, with only one isolate from each episode being considered. Isolates were identified as pneumococci by colony morphology on blood agar plates, optochin susceptibility, and bile solubility.
Serotypes were determined by the standard capsular reaction test using the chessboard system and specific sera [13] (Statens Serum Institut, Copenhagen, Denmark). Serotypes were classified into vaccine serotypes, i.e., those included in PCV7 (serotypes 4, 6B, 9V, 14, 18C, 19F, and 23F), PCV13 (all PCV7 serotypes plus 1, 3, 5, 6A, 7F, and 19A, the later also referred to as addPCV13), PCV15 (all PCV13 serotypes plus 22F and 33F, the later also referred to as addPCV15), PCV20 (all PCV15 serotypes plus 8, 10A, 11A, 12F, and 15B, the later also referred to as addPCV20), and PPV23 (all PCV20 serotypes, except serotype 6A, plus serotypes 2, 9N, 17F and 20, the later also referred to as addPPV23), or as non-vaccine serotypes (NVTs). Given the high frequency of spontaneous switching between serotypes 15B and 15C, we decided to group isolates with these serotypes into a single group and to assume that PCV20 and PPV23 protect against both these serotypes [14]. Additionally, given the difficulties in phenotypically distinguishing isolates of serotypes 25A and 38, as well as isolates with serotypes 29 and 35B, these also grouped together into 25A/38 and 29/35B, respectively.
Minimal inhibitory concentrations (MICs) for penicillin and cefotaxime were determined using Etest strips (Biomérieux, Marcy l’Étoile, France). Unless otherwise stated, we used the CLSI-recommended breakpoints for oral penicillin as epidemiological breakpoints that allowed for comparison with previous studies [15]. Isolates were further characterized by determining their susceptibility to erythromycin, clindamycin, vancomycin, linezolid, tetracycline, levofloxacin, trimethoprim–sulfamethoxazole, and chloramphenicol by the Kirby–Bauer disk diffusion technique according to the CLSI recommendations and interpretative criteria [15].
Macrolide resistance phenotypes were identified using a double disc test with erythromycin and clindamycin, as previously described [16]. Simultaneous resistance to erythromycin and clindamycin defines the MLSB phenotype (resistance to macrolides, lincosamides, and streptogramin B), while non-susceptibility to only erythromycin indicates the M phenotype.
Simpson’s index of diversity (SID) and respective 95% confidence intervals (CI95) were used to measure population diversity [17]. Differences were evaluated by Fisher’s exact test, and the Cochran–Armitage test (CA) was used for trends with the false discovery rate (FDR) correction for multiple testing [18]. A p-value of < 0.05 was considered significant for all tests.

3. Results

3.1. Isolate Collection

Between 2015 and 2018, a total of 2172 isolates responsible for adult IPD were collected in Portugal, distributed as follows: 529 in 2015, 501 in 2016, 576 in 2017, and 566 in 2018. One additional case was identified and directly serotyped by molecular methods from patient CSF in 2015. In most cases, the pneumococcus was identified in blood (93.1%; n = 2013), as well as in the CSF (5.2%; n = 113), pleural fluid (1.3%; n = 29), peritoneal fluid (0.5%; n = 11), synovial fluid (0.2%; n = 5), and pericardial fluid (0.1%; n = 2). The distribution of the cases among the different age groups was as follows: 397 isolates were recovered from patients aged 18–49 years, 497 were recovered from patients 50–64 years, and 1279 were recovered from older patients (≥65 years).

3.2. Serotype Distribution

Overall, 58 different serotypes, as well as eight non-typeable (NT) isolates, were identified. The case identified directly from patient CSF could not be resolved to the serotype level having been identified as 22F/22A and being considered an NVT for the purpose of further analysis. The most frequent serotypes were, by decreasing order, serotypes 8 (n = 413; 19%), 3 (n = 334; 15%), 22F (n = 148; 7%), 14 (n = 138; 6%), and 19A (n = 116; 5%), together accounting for over half of the isolates (n = 1149; 53%). A significant proportion of the isolates still expressed serotypes included in PCV7 (13%; n = 289), while over a third of cases were caused by serotypes included in PCV13 (36%; n = 794). Serotypes exclusively found in PPV23 were responsible for 44% of IPD cases (n = 955) and 20% of the isolates (n = 424) expressed serotypes not included in any vaccine formulation (NVTs). The numbers of isolates expressing serotypes included in PCVs and in PPV23, stratified by age group, are represented in Figure 1, Figure 2 and Figure 3. A total of 35 serotypes were found among the 113 CSF isolates, with serotypes 3 (n = 22); 19F (n = 8); 8 (n = 8); 23A (n = 7); 22F (n = 6); and 6C, 11A, and 23B (n = 5 each) represented by ≥5 isolates and together accounting for 58% of all CSF isolates. Out of these, serotypes 19F (p = 0.007), 23A (p = 0.003), and 23B (p = 0.002) were associated with isolation from the CSF (all significant after FDR), while serotype 8 (p = 0.001, which was significant after FDR) was underrepresented among CSF isolates.
Overall serotype diversity was high (0.920, CI95 = 0.913–0.926), with no differences in SID between the four years included in this study. Serotype diversity was also high among the three age groups, although a difference was noted between isolates recovered in patients aged 18–49 years (SID = 0.884; CI95 = 0.859–0.908) and those aged ≥65 years (SID = 0.927; CI95 = 0.920–0.933) (p = 0.015). Isolates recovered from patients aged 50–64 years had an intermediate SID value between these two: 0.905 (CI95 = 0.888–0.921).
There were differences in serotype distribution between the age groups. The proportion of isolates expressing the 24 major serotypes (n > 20 isolates) in each age group is represented in Table 1. Among these serotypes, some decreased in importance with increasing age group, such as serotype 8 and 4, while the opposite trend was noted for serotypes 3, 22F, 6C, 14, and 31 (all significant after FDR correction).
During the study period, there were also changes in the proportion of IPD cases caused by vaccine serotypes, as represented in Figure 4. PCV13 serotype IPD decreased from 40.0% in 2015 to 33.6% in 2018, mostly driven by a decrease in the proportion of PCV7 serotype IPD, which decreased from 15.5% in 2015 to 11.3% in 2018, both of which were significant after FDR correction (p = 0.01 and p = 0.02, respectively). The proportion of IPD caused by isolates expressing addPCV13 serotypes also decreased, though less significantly, from 24.5% in 2015 to 22.3% in 2018. The proportion of PPV23 serotype IPD slightly increased from 78.3% in 2015 to 81.3% in 2018, with the cases caused by the addPCV15, addPCV20, and addPPV23 serotypes considered together increasing from 39.1% in 2015 to 48.4% in 2018 (p < 0.001, which was significant after FDR correction). The proportion of NVT IPD decreased slightly from 20.9% in 2015 to 18.0% in 2018. The variations in PCV15 serotype IPD closely tracked those of PCV13 serotype IPD, whereas that of PCV20 serotype IPD closely followed that of PPV23 serotype IPD (Figure 4). When also considering the previous study period (2012–2014) in the analysis, the same trends were significant, but, in this case, the decrease in PCV13 serotype IPD was mostly driven by a decrease in the proportion of IPD cases caused by the addPCV13 serotypes from 37.6% in 2012 to 22.3% in 2018 (p < 0.0001, which was significant after FDR correction).
The evolution of individual serotypes responsible for IPD in adults from 2012 to 2018 is represented in Table 2 for serotypes expressed by >3 isolates in at least one of the considered years. In the current study period (2015–2018), the proportion of IPD caused by serotypes 8 and 12F increased from 14.9% and 0.9% in 2015 to 22.1% and 2.7% in 2018, respectively, both unsupported after FDR correction. The opposite trend was detected for serotypes 7F (from 3% to 1.2%), 19A (from 6.8% to 2.8%), and 6C (from 3.8% to 1.8%), although none of these were supported after FDR correction. However, when considering data from 2012 to 2018, several significant changes were detected, including an increase in proportion of serotype 8 IPD (from 8.4% to 22.1%; CA p < 0.001) and serotype 33F IPD (from 0.2% to 1.6%; CA p = 0.001), as well as decreases in the proportion of serotype 7F (from 8.2% to 1.2%; CA p < 0.001), 1 (from 3.0% to 0%; CA p < 0.001), and 19A IPD (from 9.7% to 2.8%; CA p < 0.001).
The distribution of IPD cases over the study period stratified by age group is represented in Table 3. PCV7 serotypes decreased in patients ≥ 50 years, but this was not supported after FDR correction. The addPCV15 serotypes declined in the 18–49 year-old patients but remained stable in older patients. The addPCV20 serotypes increased in all age groups, but this was only supported after FDR correction in the ≥65 years patients. Both the addPPV23 serotypes and the NVTs varied without a consistent trend.

3.3. Antimicrobial Susceptibility

Resistance to all antimicrobials tested is summarized in Table 4. Among the collection, 326 isolates (15.0%) were classified as penicillin non-susceptible pneumococci (PNSP), of which 94.8% (n = 309) presented low level resistance and 5.2% (n = 17) presented high level resistance. Considering current CLSI breakpoints for parenteral penicillin, 19 out of 112 CSF isolates would have been considered resistant (17.0%), and only 0.2% (n = 6) non-CSF isolates would have been considered intermediately resistant. Erythromycin resistance was expressed by 322 isolates (14.8%), of which the majority (n = 275; 85.4%) presented the MLSB phenotype and 14.6% (n = 47) presented the M phenotype. Simultaneous non-susceptibility to penicillin and erythromycin (EPNSP) accounted for 7.9% of the isolates (n = 172). Throughout the study period, resistance to erythromycin significantly decreased from 18.5% in 2015 to 10.8% in 2018, and clindamycin resistance decreased from 15.5% in 2015 to 9.9% in 2018 (CA p < 0.001 for both). Penicillin, erythromycin, and clindamycin resistance was mostly associated with the ≥65 years group (CA p = 0.002, p = 0.01, and p = 0.007, respectively).
The proportion of resistant isolates among each serotype is illustrated in Figure 1, Figure 2 and Figure 3. The most frequent serotypes (n > 20) among penicillin non-susceptible isolates were serotypes 14, 19A, 15A, 6C, and 11A (by decreasing order of frequency), together accounting for 74.2% (n = 242) of the isolates. Serotypes 14, 19A, 6C, 19F, and 15A were, by decreasing order of frequency, the most frequent (n > 20) among erythromycin-resistant isolates, together accounting for 65.2% (n = 210) of the isolates. PCV7 serotypes accounted for 51.3% of PNSP, 27.3% of ERP, and 45.3% of EPNSP (Figure 1), while PCV13 serotypes accounted for 61.0%, 46.7%, and 65.1% for PNSP, ERP, and EPNSP, respectively (Figure 2). Among EPNSP isolates, a considerable proportion expressed NVT (30.2%), and among ERP and PNSP isolates, 26.7% and 15.6%, respectively, expressed NVT. The most frequent NVT among PNSP isolates were 6C, 15A, 23A, and 23B, together accounting for 8% of PNSP, 16% of ERP, and 27% of EPNSP (Figure 3).

4. Discussion

It is well established that vaccinating children leads to a decrease of vaccine-type IPD in adults through herd immunity [19,20]. This is thought to be related to the proportion of vaccinated children [19], so the increase in uptake anticipated from the introduction of PCV13 in the NIP in Portugal was expected to result in further effects in adult IPD. Moreover, the emergence of NVT disease could further influence the serotypes in IPD and even partially erode the benefits of the herd effect of vaccination on the overall burden of disease [20,21].
The decrease of PCV7 serotypes, felt since a few years after PCV7 introduction [1,2], continued to occur but at a very slow pace and with all PCV7 serotypes still being present as causes of IPD in 2018. In contrast, the decrease of the addPCV13 serotypes was underpinned by serotypes 1 and 5, which were not found among IPD cases in the last years of the study, and decreases in serotypes 7F and 19A. In fact, the decrease in addPCV13 serotypes was not more pronounced due to an increase in serotype 3 IPD. Significant increases in the incidence of serotype 3 IPD were also seen in France and England in recent years [21,22]. In fact, the leading serotypes causing adult IPD in Portugal in 2015–2018 were similar to those found in other European countries [4,21,22,23], although their rank order could be different. Among the PCV serotypes, serotype 3 was always found to be a leading cause of adult IPD in Europe in recent years, together with serotypes 19A and 7F [4,21,22,23], although the latter two have frequently been found to be decreasing of late, as seen in Portugal. Serotype 14 persists in Portugal and Spain [4,23] but is less frequent elsewhere [21,22]. Among the serotypes not included in any PCV, serotype 8 is consistently found among the three leading causes of adult IPD, if not the most prevalent, while serotypes 9N, 12F and 22F are also leading causes of IPD, albeit with a more variable rank order [4,21,22,23]. For instance, serotype 12F is one of the three most prevalent serotypes in Spain and England [4,22,23], but it is much less frequent in Portugal and France [21]. Among the other non-PCV serotypes responsible for >2% of adult IPD in Portugal in 2015–2018—11A, 20, 15A, and 6C—most were also recently found to be important causes of adult IPD in Spain [4,23], and serotype 15A was also important in France and England [21,22], but serotype 20 was not a significant cause of disease in any of these countries. Though we have considered serotype 6C an NVT, cross-protection from the 6A and 6B components in PCV13 has been suggested, leading to a future potential reduction of this serotype despite its current persistence as a cause of adult IPD in several countries. In Ontario, Canada, IPD was found to have a similar serotype distribution to that of these European countries, with a smaller share of serotype 8 IPD [24]. In Argentina, five serotypes are responsible for over 5% of all adult IPD: 3, 8, 12F, 7F, and 1 [25]. Most of these are also among the most frequent in Europe, but, in contrast to Argentina, serotype 1 has greatly decreased or is even absent from adult IPD in European countries. Taken together, these results suggest that a similar set of serotypes is emerging in most countries using PCV13 in children as the leading causes of adult IPD, albeit with some notable regional differences in the persistence of PCV13 serotypes and the prevalence of some emerging serotypes. In contrast to the relative homogeneity among these countries, a recent regional study from Japan did not find any case of serotype 8 or 9N IPD [26]. Another prominent difference is the USA, where no increases in non-PCV13 serotype IPD were evident in either children <5 years or adults ≥ 65 years and serotypes 8, 9N, 12F, and 15A were found to be responsible for a minority of IPD [27]. The reasons behind these differences continue to be a matter of debate [27].
Similarly to what was found in England [22], serotype 3 IPD in Portugal was associated with older age. This was also the case for serotypes 14, 22F, and 31 IPD. The increased importance of IPD by these serotypes with age could be associated with infections in adults with underlying conditions, whose proportion also increases with age [28], but our study was not designed to address this. The increased case fatality rate of serotype 3 IPD reported in England [22] and its increased prevalence in older-aged adults could also be partly responsible for the increasing mortality of pneumonia with age in Portugal [28].
Despite two decades of PCV7 use in children, PCV7 serotypes are still present as causes of IPD in adults, and their demise has not accelerated after four years of the introduction of PCV13 in the NIP with an uptake > 95%. Serotypes 14 and 19F (both PCV7 serotypes) are among the leading antimicrobial-resistant serotypes, suggesting that antimicrobial use could partly counter the selective force imposed by vaccination and justify their persistence. The proportion of IPD caused by PCV13 serotypes did decrease after introduction in the NIP but seems to have stabilized in the two most recent years, as in other European countries [20]. The future PCV15 vaccine covers and additional 8% of adult IPD relative to PCV13, and PCV20 covers an additional 28% relative to PCV15 (only 8% less than PPV23). The changes in the potential coverage of PCV20 and PPV23 varied in parallel, attesting to the relevance of the addPCV20 serotypes, which increased in importance in the ≥65 years group during the study period. The large proportion of vaccine-preventable disease in Portugal highlights the potential benefits of increasing the uptake of pneumococcal vaccines in adults, with the forthcoming PCV15 and, particularly, PCV20 vaccines broadening the potential coverage by PCVs and being welcome additions to the prevention of pneumococcal disease.
The average number of isolates from adult IPD sent to us per year in this study period (n = 543) substantially increased when compared to 2008–2014 (n = 405) [1]. Though this could have been due to increases in adult IPD, as reported elsewhere [21], it could also have been influenced by increased reporting. Consistent with the latter idea, there were no differences in the proportion of isolates of each age group between the two periods. Since our study was not population-based, we could not further clarify this point.
Our study had several limitations. Our surveillance was not population-based, and it was not designed to estimate the incidence of IPD because it was an exclusively laboratory surveillance and lacked compliance audits. A survey of hospitalized pneumonia cases among adults in Portugal in 2015 found that 1328 had pneumococcal etiology [28]. Considering that most cases of IPD are from invasive pneumonia (e.g., 70% of cases in the recent report from England [22]) and that invasive pneumonia is ≈10% of all pneumonia cases, the 530 isolates we received in 2015 represent a very high fraction of all adult IPD cases in Portugal. The stability of our surveillance network and its active nature are consistent with the identification of most IPD cases, as suggested by the available data for 2015, so we expect our sample to be representative of Portugal. The study was also not designed to collect information that is important to evaluate the severity of the infections caused by the different serotypes (e.g., hospitalization, ICU admission, and 30-day mortality) or relevant patient information (e.g., vaccination and comorbidities), which would have been important to better understand the changes in IPD accompanying the described serotype dynamics and the potential benefits of the currently used vaccines.

5. Conclusions

Despite the introduction of PCV13 in the NIP for children four years ago, the reduction in the PVC13 serotype adult IPD was modest and seems to have stabilized. At best, the herd effect may cause an ongoing slow decrease of addPCV13 serotype IPD like what we saw for the PCV7 serotypes, with almost two decades of use of PCVs targeting these serotypes with an uptake > 60%. This would mean that a substantial fraction of potentially vaccine-preventable disease would continue to occur in the coming years. The advent of new PCVs with a higher valency (PCV15 and PCV20), together with PPV23, affords new opportunities to prevent IPD in adults. An increase in vaccine uptake in adults could potentially lead to important reductions in the 12% mortality estimated for pneumococcal pneumonia requiring hospitalization in Portugal in 2015 [28].

Author Contributions

Conceptualization, J.M.-C., C.S.-C. and M.R.; methodology, J.M.-C., C.S.-C. and M.R.; formal analysis, J.M.-C., C.S.-C. and M.R.; investigation, C.S.-C., J.G.-S. and I.T.; resources, the Portuguese Group for the Study of Streptococcal Infections; data curation, C.S.-C. and J.G.-S.; writing—original draft preparation, C.S.-C.; writing—review and editing, J.M.-C., C.S.-C. and M.R.; visualization C.S.-C. and M.R.; supervision, J.M.-C., C.S.-C. and M.R.; project administration, J.M.-C. and M.R.; funding acquisition, J.M.-C. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded partly by Fundação para a Ciência e a Tecnologia, Portugal (PTDC/DTP-EPI/1555/2014), and an unrestricted Investigator initiated project from Pfizer.

Institutional Review Board Statement

The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Institutional Review Board (137/13, 15 May 2013). The Centro Académico de Medicina de Lisboa.

Informed Consent Statement

These were considered surveillance activities and were exempt from informed consent.

Data Availability Statement

All the data in this study is available in the figures and tables of the paper.

Acknowledgments

Portuguese Group for the Study of Streptococcal Infections. Margarida Pinto2, João Marques2, Isabel Peres2, Teresa Pina2, Isabel Lourenço2, Teresa Ferreira2, Cristina Marcelo2, Isabel Daniel2, Odete Chantre2, Teresa Vaz3, Marília Gião3, Rui Ferreira3, Rui Tomé Ribeiro3, Celeste Pontes3, Luísa Boaventura3, Catarina Chaves3, Teresa Reis3, Henrique Oliveira5, Ana Cristina Silva6, Hermínia Costa6, Maria Fátima Silva6, Maria Amélia Afonso6, Natália Novais7, Isabel Brito7, Luís Marques Lito8, Ana Bruschy Fonseca8, Filomena Martins9, Maria Ana Pessanha9, Elsa Gonçalves9, Teresa Morais9, Cristina Toscano9, Paulo Lopes10, Angelina Lameirão10, Gabriela Abreu10, Aurélia Selaru10, Ana Paula Mota Vieira11, Margarida Tomaz11, Rosa Bento12, Maria Helena Ramos13, Ana Paula Castro13, Fernando Fonseca14, Ana Paula Castro15, Nuno Canhoto17, Teresa Afonso17, Ilse Fontes19, Paulo Martinho19, Ana Domingos20, Gina Marrão20, José Grossinho20, Manuela Ribeiro21, Helena Gonçalves21, Alberta Faustino22, Maria Cármen Iglesias22, Maria Paula Pinheiro23, Rui Semedo23, Adriana Coutinho24, Luísa Gonçalves25, Olga Neto25, Luísa Sancho26, José Diogo27, Ana Rodrigues27, Isabel Nascimento27, Elmano Ramalheira28, Raquel Diaz28, Sónia Ferreia28, Inês Cravo Roxo28, Isabel Vale29, Ana Carvalho29, José Miguel Ribeiro29, Maria Antónia Read30, Valquíria Alves30, Margarida Monteiro30, Margarida Rodrigues32, José Mota Freitas33, Sandra Vieira33, Elsa Calado34, Paula Pinto34, Maria Favila Meneses34, José Germano de Sousa34, Mariana Bettencourt Viana35, Isaura Terra35, Vitória Rodrigues36, Sofia Marques36, Joana Selada36, Patrícia Pereira36, Jesuína Duarte37, Paula Pinto38, Ezequiel Moreira39, Adília Vicente41. 2Centro Hospitalar de Lisboa Central, Lisboa, Portugal, 3Centro Hospitalar do Algarve, Faro e Portimão, Portugal. 4Hospital de Cascais, Cascais, Portugal. 5Centro Hospitalar de Coimbra, Coimbra, Portugal. 6Centro Hospitalar de Entre Douro e Vouga, Santa Maria da Feira, Portugal. 7Hospital Distrital da Figueira da Foz, Figueira da Foz, Portugal. 8Centro Hospitalar Lisboa Norte, Lisboa, Portugal. 9Centro Hospitalar Lisboa Ocidental, Lisboa, Portugal. 10Centro Hospitalar de Vila Nova de Gaia/Espinho, Vila Nova de Gaia e Espinho, Portugal. 11Centro Hospitalar do Alto Ave, Guimarães, Portugal. 12Centro Hospitalar do Baixo Alentejo, Beja, Portugal. 13Centro Hospitalar do Porto, Porto, Portugal. 14Centro Hospitalar da Póvoa do Varzim/Vila do Conde, Póvoa do Varzim e Vila do Conde, Portugal. 15Centro Hospitalar de Trás os Montes e Alto Douro, Vila Real e Peso da Régua e Chaves, Chaves, Portugal. 17Hospital Central do Funchal, Funchal, Portugal. 19Hospital de Santa Luzia, Elvas, Portugal. 20Hospital de Santo André, Leiria, Portugal. 21Centro Hospitalar de São João, Porto, Portugal. 22Hospital de Braga, Braga, Portugal. 23Hospital José Maria Grande, Portalegre, Portugal. 24Hospital do Espírito Santo, Évora, Portugal. 25Hospital dos SAMS, Lisboa, Portugal. 26Hospital Fernando da Fonseca, Amadora, Portugal. 27Hospital Garcia de Orta, Almada, Portugal. 28Hospital Infante D. Pedro, Aveiro, Portugal. 29Hospital de São Teotónio, Viseu, Portugal. 30Hospital Pedro Hispano, Matosinhos, Portugal. 32Hospital Reynaldo dos Santos, Vila Franca de Xira, Portugal. 33Centro Hospitalar do Alto Minho, Ponte de Lima e Viana do Castelo, Portugal. 34Hospital CUF Descobertas, Lisboa, Portugal; Laboratórios Germano de Sousa, Portugal. 35Centro Hospitalar do Tâmega e Sousa, Amarante e Guilhufe, Portugal. 36Hospital Beatriz Ângelo, Loures, Portugal; Hospital de Cascais, Cascais, Portugal; Hospitais Lusíadas, Portugal; Hospitais Luz, Portugal. 37Centro Hospitalar de Setúbal, Setúbal, Portugal. 38Hospital Distrital de Santarém, Santarém, Portugal. 39Centro Hospitalar do Médio Ave, Santo Tirso e Vila Nova de Famalicão, Famalicão, Portugal. 41Centro Hospitalar do Oeste Norte, Caldas da Rainha, Portugal. 42Hospital da Luz, Lisboa, Portugal. 44Centro Hospitalar do Nordeste, Bragança, Macedo de Cavaleiros e Mirandela, Portugal. 45Hospital Amato Lusitano, Castelo Branco, Portugal. 46Centro Hospitalar da Cova da Beira, Covilhã, Portugal. 47Hospital Sousa Martins, Guarda, Portugal. 48IPO, Lisboa, Portugal. 49Hospital Lusíadas, Lisboa, Portugal. 50Hospital Cruz Vermelha, Lisboa, Portugal. 51Centro Hospitalar do Médio Tejo, Abrantes, Portugal. 52Centro Hospitalar do Barreiro Montijo, Barreiro Montijo, Portugal. 53Hospital de Santo Espírito, Angra do Heroísmo, Portugal. 54Hospital da Horta, Horta, Portugal. 55Hospital do Divino Espírito Santo, Ponta Delgada, Portugal.

Conflicts of Interest

J.M.-C. has received research grants administered through his university and received honoraria for serving on the speakers bureaus of Pfizer and Merck Sharp and Dohme. M.R. has received honoraria for serving on the speakers bureau of Pfizer and for consulting for GlaxoSmithKline and Merck Sharp and Dohme. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

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Figure 1. Serotypes of isolates causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2015 to 2018. The number of isolates expressing each serotype in each of the considered age groups is indicated. Isolates recovered from patients 18–49, 50–64, and ≥65 years old are indicated by black triangles, black circles, and open squares, respectively. Isolates presenting both erythromycin resistance and penicillin non-susceptibility (EPNSP) are represented by red bars. Erythromycin-resistant pneumococci (ERP) is indicated by orange bars. Penicillin non-susceptible isolates (PNSP) are indicated by yellow bars. Isolates susceptible to both penicillin and erythromycin are represented by green bars. In one case in the ≥65 years age group, the antimicrobial susceptibility was unknown because the diagnosis was made by molecular methods and is not represented in Figure 1. The serotypes included in the 7-valent conjugate vaccine (PCV7) and the 13-valent conjugate vaccine (PCV13) are indicated by the arrows. NVT: non-vaccine serotypes; other: the additional serotypes included in the 23-valent polysaccharide vaccine (PPV23) and not present in PCV13.
Figure 1. Serotypes of isolates causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2015 to 2018. The number of isolates expressing each serotype in each of the considered age groups is indicated. Isolates recovered from patients 18–49, 50–64, and ≥65 years old are indicated by black triangles, black circles, and open squares, respectively. Isolates presenting both erythromycin resistance and penicillin non-susceptibility (EPNSP) are represented by red bars. Erythromycin-resistant pneumococci (ERP) is indicated by orange bars. Penicillin non-susceptible isolates (PNSP) are indicated by yellow bars. Isolates susceptible to both penicillin and erythromycin are represented by green bars. In one case in the ≥65 years age group, the antimicrobial susceptibility was unknown because the diagnosis was made by molecular methods and is not represented in Figure 1. The serotypes included in the 7-valent conjugate vaccine (PCV7) and the 13-valent conjugate vaccine (PCV13) are indicated by the arrows. NVT: non-vaccine serotypes; other: the additional serotypes included in the 23-valent polysaccharide vaccine (PPV23) and not present in PCV13.
Microorganisms 09 01016 g001
Figure 2. Isolates expressing serotypes present in PPV23 but not included in PCV13 causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2015 to 2018. See legend of Figure 1. Out of the 11 serotypes present in PPV23 but absent from PCV13, serotype 2 was not found in our collection.
Figure 2. Isolates expressing serotypes present in PPV23 but not included in PCV13 causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2015 to 2018. See legend of Figure 1. Out of the 11 serotypes present in PPV23 but absent from PCV13, serotype 2 was not found in our collection.
Microorganisms 09 01016 g002
Figure 3. Isolates expressing serotypes not included in any pneumococcal vaccine causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2015 to 2018. See legend of Figure 1. NT: non-typable. Isolates expressing serotypes 25A/38 and 29/35B could not be phenotypically distinguished and are represented together. Only serotypes including n > 3 isolates were discriminated. Others include the following serotypes: 9A, 11D (n = 3 each); 6D, 11F, 11C, 12A, 15F, 18A, 22A, and 35A (n = 2 each); and 7B, 19B, 19C, 24A, 24B, 28A, 39, and 43 (n = 1 each).
Figure 3. Isolates expressing serotypes not included in any pneumococcal vaccine causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2015 to 2018. See legend of Figure 1. NT: non-typable. Isolates expressing serotypes 25A/38 and 29/35B could not be phenotypically distinguished and are represented together. Only serotypes including n > 3 isolates were discriminated. Others include the following serotypes: 9A, 11D (n = 3 each); 6D, 11F, 11C, 12A, 15F, 18A, 22A, and 35A (n = 2 each); and 7B, 19B, 19C, 24A, 24B, 28A, 39, and 43 (n = 1 each).
Microorganisms 09 01016 g003
Figure 4. Proportion of isolates expressing serotypes included in existing and future pneumococcal vaccines causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2012 to 2018. The data up to 2014 were presented previously [1]. See text for the serotypes included in each of the vaccines.
Figure 4. Proportion of isolates expressing serotypes included in existing and future pneumococcal vaccines causing invasive pneumococcal disease in adult patients (≥18 years) in Portugal from 2012 to 2018. The data up to 2014 were presented previously [1]. See text for the serotypes included in each of the vaccines.
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Table 1. Serotype distribution in each age group (n > 20 isolates).
Table 1. Serotype distribution in each age group (n > 20 isolates).
SerotypeNo of Isolates (%)CA 1
18–49 Years50–64 Years≥65 Years
8120 (30.2)116 (23.3)177 (13.8)<0.001
340 (10.1)82 (16.5)212 (16.6)0.005
22F18 (4.5)17 (3.4)113 (8.8)<0.001
1415 (3.8)28 (5.6)95 (7.4)0.007
19A17 (4.3)20 (4.0)79 (6.2)0.068
9N25 (6.3)19 (3.8)52 (4.1)0.109
11A10 (2.5)23 (4.6)44 (3.4)0.682
2017 (4.3)13 (2.6)41 (3.2)0.455
15A5 (1.3)12 (2.4)39 (3.0)0.050
19F7 (1.8)13 (2.6)36 (2.8)0.276
6C3 (0.8)7 (1.4)42 (3.3)0.001
7F13 (3.3)6 (1.2)20 (1.6)0.067
15B/C8 (2.0)8 (1.6)23 (1.8)0.863
23A7 (1.8)9 (1.8)23 (1.8)0.972
10A7 (1.8)10 (2.0)21 (1.6)0.765
16F7 (1.8)8 (1.6)20 (1.6)0.792
29/35B3 (0.8)5 (1.0)25 (2.0)0.053
311 (0.3)5 (1.0)26 (2.0)0.006
12F4 (1.0)11 (2.2)17 (1.3)0.998
35F9 (2.3)6 (1.2)15 (1.2)0.145
410 (2.5)10 (2.0)8 (0.6)0.001
23F6 (1.5)7 (1.4)15 (1.2)0.564
24F3 (0.8)4 (0.8)17 (1.3)0.262
33F2 (0.5)6 (1.2)15 (1.2)0.324
1 CA: Cochran–Armitage test for trend. In bold are the serotypes with significant p-values (p < 0.05) after FDR correction.
Table 2. Serotypes of the isolates responsible for invasive pneumococcal disease in adult patients (≥18 years) from 2012 to 2018.
Table 2. Serotypes of the isolates responsible for invasive pneumococcal disease in adult patients (≥18 years) from 2012 to 2018.
Serotype 1No. of Isolates (%)CA 2CA 2
Current Study Period
20122013201420152016201720182015–20182012–2018
PCV13
112 (3.0)7 (1.8)7 (1.9)2 (0.4)2 (0.4)0 (0.0)0 (0.0)0.063<0.001
366 (16.3)45 (11.7)50 (13.3)72 (13.6)79 (15.8)84 (14.6)99 (17.5)0.1250.154
46 (1.5)8 (2.1)9 (2.4)7 (1.3)8 (1.6)8 (1.4)5 (0.9)0.4780.171
6A2 (0.5)1 (0.3)4 (1.1)4 (0.8)3 (0.6)1 (0.2)4 (0.7)0.6980.937
6B5 (1.2)5 (1.3)5 (1.3)3 (0.6)1 (0.2)6 (1.0)1 (0.2)0.7950.031
7F33 (8.2)18 (4.7)10 (2.7)16 (3.0)9 (1.8)7 (1.2)7 (1.2)0.020<0.001
9V4 (1.0)4 (1.0)1 (0.3)7 (1.3)1 (0.2)3 (0.5)4 (0.7)0.3400.344
1429 (7.2)26 (6.8)18 (4.8)39 (7.4)41 (8.2)31 (5.4)27 (4.8)0.0240.196
18C1 (0.2)4 (1.0)2 (0.5)3 (0.6)3 (0.6)5 (0.9)2 (0.4)0.7950.998
19A39 (9.7)24 (6.3)21 (5.6)36 (6.8)27 (5.4)37 (6.4)16 (2.8)0.011<0.001
19F9 (2.2)12 (3.1)6 (1.6)17 (3.2)12 (2.4)12 (2.1)15 (2.7)0.5180.964
23F1 (0.2)3 (0.8)9 (2.4)6 (1.1)8 (1.6)4 (0.7)10 (1.8)0.6320.213
addPPV23
834 (8.4)43 (11.2)46 (12.2)79 (14.9)92 (18.4)117 (20.3)125 (22.1)0.002<0.001
9N8 (2.0)13 (3.4)18 (4.8)24 (4.5)19 (3.8)23 (4.0)30 (5.3)0.4550.039
10A2 (0.5)8 (2.1)8 (2.1)9 (1.7)11 (2.2)8 (1.4)10 (1.8)0.8150.486
11A16 (4.0)18 (4.7)15 (4.0)19 (3.6)17 (3.4)14 (2.4)27 (4.8)0.4530.626
12F6 (1.5)8 (2.1)4 (1.1)5 (0.9)3 (0.6)9 (1.6)15 (2.7)0.0080.349
15B/C5 (1.2)9 (2.3)8 (2.1)7 (1.3)8 (1.6)16 (2.8)8 (1.4)0.5780.756
17F5 (1.2)2 (0.5)2 (0.5)5 (0.9)2 (0.4)3 (0.5)8 (1.4)0.3710.775
2014 (3.5)11 (2.9)14 (3.7)18 (3.4)17 (3.4)23 (4.0)13 (2.3)0.4200.665
22F25 (6.2)23 (6.0)31 (8.2)40 (7.5)34 (6.8)45 (7.8)29 (5.1)0.1910.759
33F1 (0.2)1 (0.3)1 (0.3)1 (0.2)6 (1.2)7 (1.2)9 (1.6)0.0310.001
NVT
6C8 (2.0)14 (3.7)6 (1.6)20 (3.8)14 (2.8)8 (1.4)10 (1.8)0.0110.212
7C1 (0.2)4 (1.0)1 (0.3)2 (0.4)2 (0.4)5 (0.9)5 (0.9)0.1960.308
15A3 (0.7)11 (2.9)13 (3.5)12 (2.3)14 (2.8)14 (2.4)16 (2.8)0.6600.235
16F13 (3.2)3 (0.8)7 (1.9)11 (2.1)8 (1.6)13 (2.3)3 (0.5)0.0950.079
23A9 (2.2)8 (2.1)9 (2.4)13 (2.5)7 (1.4)12 (2.1)7 (1.2)0.1610.159
23B4 (1.0)5 (1.3)3 (0.8)6 (1.1)3 (0.6)4 (0.7)6 (1.1)0.9510.632
24F5 (1.2)9 (2.3)9 (2.4)7 (1.3)7 (1.4)5 (0.9)5 (0.9)0.3590.075
25A/383 (0.7)3 (0.8)2 (0.5)1 (0.2)3 (0.6)5 (0.9)1 (0.2)0.8700.448
29/35B10 (2.5)6 (1.6)10 (2.7)6 (1.1)7 (1.4)14 (2.4)10 (1.8)0.2410.709
315 (1.2)2 (0.5)4 (1.1)6 (1.1)10 (2.0)9 (1.6)7 (1.2)0.9560.309
33A2 (0.5)5 (1.3)2 (0.5)4 (0.8)0 (0.0)0 (0.0)1 (0.2)0.0600.010
343 (0.7)1 (0.3)4 (1.1)5 (0.9)3 (0.6)1 (0.2)3 (0.5)0.2450.431
35F7 (1.7)4 (1.0)2 (0.5)5 (0.9)11 (2.2)6 (1.0)8 (1.4)0.9040.808
NT1 (0.2)3 (0.8)6 (1.6)2 (0.4)1 (0.2)3 (0.5)2 (0.4)0.8340.380
Other7 (1.7)12 (3.1)9 (2.4)11 (2.1)8 (1.6)14 (2.4)18 (3.2)
Total404383376530501576566--
1 Only serotypes detected in >3 isolates in at least one year are shown; the remaining are represented in “others.” PCV13: serotypes included in PCV13; addPPV13: the additional serotypes included in PPV23 that are not present in PCV13; NVT: non-vaccine types. 2 CA: Cochran–Armitage test for trend. In bold are the serotypes with significant p-values (p < 0.05) after FDR correction.
Table 3. Number of isolates responsible for invasive pneumococcal disease in adult patients, according to vaccine serotype groups and age groups, from 2015 to 2018.
Table 3. Number of isolates responsible for invasive pneumococcal disease in adult patients, according to vaccine serotype groups and age groups, from 2015 to 2018.
Age Group (Years)Serotype Group 1No. of Isolates (%)CA 2
2015201620172018
18–49PCV78 (7.8)14 (16.5)12 (10.9)8 (8.1)0.807
addPCV1323 (22.3)19 (22.4)15 (13.6)22 (22.2)0.593
addPCV1513 (12.6)3 (3.5)4 (3.6)0 (0)<0.001
addPCV2035 (34.0)28 (32.9)44 (40.0)42 (42.4)0.139
addPPV2311 (10.7)8 (9.4)13 (11.8)15 (15.2)0.286
NVT13 (12.6)13 (15.3)22 (20.0)12 (12.1)0.802
50–64PCV721 (16.9)16 (14.0)18 (14.4)15 (11.2)0.216
addPCV1333 (26.6)26 (22.8)24 (19.2)27 (20.1)0.166
addPCV152 (1.6)7 (6.1)7 (5.6)7 (5.2)0.218
addPCV2030 (24.2)44 (38.6)44 (35.2)51 (38.1)0.041
addPPV2313 (10.5)3 (2.6)6 (4.8)13 (9.7)0.993
NVT25 (20.2)18 (15.8)26 (20.8)21 (15.7)0.558
≥65PCV753 (17.5)44 (14.6)39 (11.4)41 (12.3)0.033
addPCV1374 (24.4)75 (24.8)90 (26.4)77 (23.1)0.819
addPCV1526 (8.6)30 (9.9)41 (12.0)31 (9.3)0.584
addPCV2054 (17.8)59 (19.5)78 (22.9)92 (27.6)0.002
addPPV2323 (7.6)27 (8.9)30 (8.8)23 (6.9)0.733
NVT73 (24.1)67 (22.2)63 (18.5)69 (20.7)0.183
1 PCV7: serotypes included in the 7-valent conjugate vaccine; addPCV13: additional serotypes included in the 13-valent conjugate vaccine and not present in PCV7—1, 3, 5, 6A, 7F, and 19A; addPCV15: additional serotypes included in the 15-valent conjugate vaccine and not present in PCV13—22F and 33F; addPCV20: additional serotypes included in the 20-valent conjugate vaccine and not present in PCV15—8, 10A, 11A, 12F, and 15B (for the purpose of this paper, we assumed that protection was afforded against IPD by the 15B/C group of isolates); addPPV23: the additional 3 serotypes exclusively present in the 23-valent pneumococcal polysaccharide vaccine—9N, 17F and 20; NVT: serotypes not included in any of the currently available pneumococcal vaccines. 2 CA: Cochran–Armitage test for trend. Values in bold were significant after FDR correction.
Table 4. Number of isolates responsible for invasive pneumococcal disease in adult patients, according to vaccine serotype groups and age groups, from 2015 to 2018.
Table 4. Number of isolates responsible for invasive pneumococcal disease in adult patients, according to vaccine serotype groups and age groups, from 2015 to 2018.
No. Resistant Isolates (%)
Antimicrobial 118–49 Years (n = 397)50–64 Years (n = 497)≥65 Years (n = 1278) 2
PEN44 (11.1)65 (13.8)217 (17.0)
MIC90 30.0160.1250.5
MIC50 30.0120.0120.012
CTX1 (0.3)2 (0.4)3 (0.2)
MIC90 30.0160.1250.38
MIC50 30.0160.0160.016
LEV2 (0.5)2 (0.4)9 (0.7)
ERY51 (12.8)57 (11.5)214 (16.7)
CLI41 (10.3)49 (9.9)185 (14.5)
CHL5 (1.3)12 (2.4)23 (1.8)
SXT47 (11.8)62 (12.5)175 (13.7)
TET53 (13.4)79 (15.9)214 (16.7)
1 PEN: penicillin; CTX: cefotaxime; LEV: levofloxacin; ERY: erythromycin; CLI: clindamycin; CHL: chloramphenicol; SXT: trimethoprim/sulfamethoxazole; TET: tetracycline. All isolates were susceptible to vancomycin and linezolid. 2 In this age group, it was not possible to determine the antimicrobial resistance in the case where the diagnosis was made by molecular methods. 3 The minimal inhibitory concentration values of 50% or 90% of the isolates are shown in mg/L.
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Silva-Costa, C.; Gomes-Silva, J.; Teodoro, I.; Ramirez, M.; Melo-Cristino, J.; on behalf of the Portuguese Group for the Study of Streptococcal Infections. Invasive Pneumococcal Disease in Adults in Portugal: The Importance of Serotypes 8 and 3 (2015–2018). Microorganisms 2021, 9, 1016. https://doi.org/10.3390/microorganisms9051016

AMA Style

Silva-Costa C, Gomes-Silva J, Teodoro I, Ramirez M, Melo-Cristino J, on behalf of the Portuguese Group for the Study of Streptococcal Infections. Invasive Pneumococcal Disease in Adults in Portugal: The Importance of Serotypes 8 and 3 (2015–2018). Microorganisms. 2021; 9(5):1016. https://doi.org/10.3390/microorganisms9051016

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Silva-Costa, Catarina, Joana Gomes-Silva, Inês Teodoro, Mário Ramirez, José Melo-Cristino, and on behalf of the Portuguese Group for the Study of Streptococcal Infections. 2021. "Invasive Pneumococcal Disease in Adults in Portugal: The Importance of Serotypes 8 and 3 (2015–2018)" Microorganisms 9, no. 5: 1016. https://doi.org/10.3390/microorganisms9051016

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