Skip to main content
PLOS One logoLink to PLOS One
. 2024 May 20;19(5):e0297767. doi: 10.1371/journal.pone.0297767

Nasopharyngeal carriage of Streptococcus pneumoniae in Latin America and the Caribbean: A systematic review and meta-analysis

Martín Brizuela 1,*, María Carolina Palermo 2, Tomás Alconada 2, María Macarena Sandoval 2, Eugenia Ramirez Wierzbicki 2, Joaquín Cantos 2, Paula Gagetti 3, Agustín Ciapponi 2,4, Ariel Bardach 2,4, Silvina Ruvinsky 5,6
Editor: Oriana Rivera-Lozada de Bonilla7
PMCID: PMC11104613  PMID: 38768099

Abstract

Background

Streptococcus pneumoniae is a leading cause of morbidity and mortality globally, causing bacteremic pneumonia, meningitis, sepsis, and other invasive pneumococcal diseases. Evidence supports nasopharyngeal pneumococcal carriage as a reservoir for transmission and precursor of pneumococcal disease.

Objectives

To estimate the pneumococcal nasopharyngeal burden in all age groups in Latin America and the Caribbean (LAC) before, during, and after the introduction of pneumococcal vaccine conjugate (PVC).

Methods

Systematic literature review of international, regional, and country-published and unpublished data, together with reports including data from serotype distribution in nasopharyngeal carriage in children and adults from LAC countries following Cochrane methods. The protocol was registered in PROSPERO database (ID: CRD42023392097).

Results

We included 54 studies with data on nasopharyngeal pneumococcal carriage and serotypes from 31,803 patients. In children under five years old, carriage was found in 41% and in adults over 65, it was 26%. During the study period, children under five showed a colonization proportion of 34% with PCV10 serotypes and 45% with PCV13 serotypes. When we analyze the carriage prevalence of PCV serotypes in all age groups between 1995 and 2019, serotypes included in PCV10 and those included in PCV13, both showed a decreasing trend along analysis by lustrum.

Conclusion

The data presented in this study highlights the need to establish national surveillance programs to monitor pneumococcal nasopharyngeal carriage to monitor serotype prevalence and replacement before and after including new pneumococcal vaccines in the region. In addition, to analyze differences in the prevalence of serotypes between countries, emphasize the importance of approaches to local realities to reduce IPD effectively.

Introduction

Streptococcus pneumoniae is a significant cause of morbidity and mortality worldwide producing different types of infections such as bacteremic pneumonia, meningitis, sepsis and other invasive pneumococcal diseases (IPD). Evidence supports nasopharyngeal pneumococcal carriage as a reservoir for transmission and precursor of pneumococcal disease [1, 2].

Complex relationships between S. pneumoniae and the human host were described. The main reservoir of S. pneumoniae is the upper airway, allowing transmission. Host factors are essential for developing pneumococcal disease, mainly acute otitis media, pneumonia, bacteremia, and meningitis. The colonization, transmission, and invasion are related to the capacity to evade immune and inflammatory host responses [3, 4].

As with pneumococcal disease, the epidemiology of pneumococcal carriage varies by age; the highest rate among children < 5 years was reported [3].

Pneumococcal conjugate vaccines (PCVs) are safe and effective and have been used in high-income countries for many years. They have now been widely adopted worldwide. Vaccination with PCV provides herd immunity, reducing the transmission to households and others in the community, and preventing pneumococcal infection in the unvaccinated population [5].

Following the introduction of pneumococcal conjugate vaccines (PCVs) into national immunization programs (NIPs), IPD and nasopharyngeal carriage was reduced in upper-middle and high-income countries [6]. This reduction has been observed primarily among vaccinated children and all ages, including the elderly [7].

In LAC countries, PCVs have been introduced in their NIPs since 2007 with different strategies (“3+1” and “2+1”) [8]. An impact in reducing pneumococcal vaccine-serotypes carriage and increasing non-vaccine serotypes was observed [9]. Despite evidence of almost complete replacement of serotypes in many settings, non-vaccine (NVT) serotypes have replaced vaccine-type (VT) serotypes in colonization and invasive diseases [10, 11].

Data on the epidemiology of pneumococcal carriage in children and adults after the introduction of PCV10 and PCV13 in the region are scarce. Understanding the dynamics of nasopharyngeal colonization in developing regions is crucial to predicting the public health implications of routine PCVs’ use in these settings [12].

This systematic review and meta-analysis aimed to add epidemiological information about pneumococcal nasopharyngeal carriage distribution since PVCs introduction in all age groups in LAC.

Material and methods

We conducted this systematic literature review of international, regional, and country-published and unpublished data, together with reports of routinely recorded data such as registries and MoH, including data from serotype distribution in nasopharyngeal carriage in children and adults from LAC countries.

The Cochrane methods and the 2020 Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) were followed [13] and the established guidelines for Meta- analysis Of Observational Studies in Epidemiology (MOOSE). The protocol was registered in PROSPERO database (ID: CRD42023392097) [14, 15].

Eligibility criteria

We included cohort studies, case-control, cross-sectional studies, epidemiological surveillance reports, hospital-based surveillance studies, case series, control arms of randomized/quasi-randomized controlled trials, controlled before and after (CBA) and uncontrolled before and after (UBA) studies, interrupted time series (ITS), and controlled ITS (CITS), assessing serotyping of nasopharyngeal carriage in LAC. No language restriction was imposed. Studies with at least 20 nasopharyngeal swabs of patients of all ages, published or reported since January 2000, were included. Every Latin American and Caribbean country represented the geographical scope.

Systematic reviews and meta-analyses were considered a source of primary studies. In those cases where data or data subsets were reported in more than one publication, the one with the larger sample size was selected.

Data sources and search strategy

We searched the primary literature, international and regional databases, generic and academic internet searches, and meta-search engines. We searched records from the following databases up to 27 December 2022: MEDLINE (PubMed), EMBASE (Elsevier interface), LILACS/ Scielo, EconLIT (EBSCO Interface), Global Health (OVID), CINAHL (EBSCO Interface), and Web of Science. We also consult websites from the leading regional medical societies, experts, and associations related to the topic. An annotated search strategy for grey literature was included to retrieve information from relevant sources like regional MoH, PAHO, and reports from hospitals. This strategy comprises two blocks plus search limits (from 2000 onwards to cover ten years of pre-vaccination programs) and a geographical string block for LAC. The search had no language restrictions and was limited to humans. The reference lists of the articles were hand-searched for additional information. After consulting the principal investigator, we selected only the publication with the largest sample size. Highly cited authors were contacted to obtain missing or extra information.

Selection of studies, data extraction, and assessment of the risk of bias

Two researchers reviewed each identified record by title and abstract and obtained the full texts of potentially eligible studies. The full-text articles were reviewed for compliance with the inclusion criteria. The selection process was conducted via COVIDENCE [16, 17]. This form was piloted on ten papers to refine the process. If studies had multiple publications, we collated the various reports of the same study under a single study ID with multiple references. Data from eligible studies were extracted by two reviewers using a data extraction form. Two reviewers independently performed all steps. Any disagreements were resolved by discussion with the whole team.

We independently assessed the risk of bias in observational cohort, case-control, cross-sectional, and case-series studies with the National Institute of Health (NIH) Quality Assessment Tool. After answering the different signaling questions ‘‘Yes”, ‘‘No”, ‘‘Cannot determine”, ‘‘Not applicable”, or ‘‘Not reported”, the raters classified the study quality as ‘‘Good”, ‘‘Fair”, or ‘‘Poor”. For consistency with the other designs, we use the classifications ‘‘Low”, ‘‘Unclear” or ‘‘High risk” of bias [18]. When the criteria are rated "uncertain," we obtained more information from the study authors. Pairs of independent reviewers assessed the risk of bias. Discrepancies were solved by consensus of the whole team. For the assessment of cohort studies and cross-sectional studies, the tool comprises 14 items, while nine items apply to the case series studies. For RCTs and quasi-RCTs, we evaluated the following domains: sequence generation, allocation concealment, blinding of participants and personnel, blinding of outcome assessors, incomplete outcome data, selective outcome reporting, and other possible threats to validity [19].

Data synthesis and analysis

Data were collected from observational, comparative, and non-comparative studies, including registries. We conducted a paired meta-analysis for outcomes for which studies were deemed comparable. To estimate the prevalence of pneumococcal serotypes, we conducted a proportional meta-analysis using R software version 4.2.2 [20, 21]. We applied an arc-sine transformation to stabilize the variance of proportions (Freeman-Tukey variant of the arc-sine square root of transformed proportions method) [22]. The pooled proportion was calculated as the back-transformation of the weighted mean of the transformed proportions, using inverse arcsine variance weights for the fixed and random effects model. We applied DerSimonian-Laird weights for the random effects model where heterogeneity between studies was found. We calculated the I2 statistic as a measure of the proportion of the overall variations in the proportion that was attributable to between-study heterogeneity. An I2 of 60–70% was considered significant heterogeneity, and below 30% was considered low heterogeneity [23].

We conducted subgroup analyses classifying the studies by five-year calendar period, country, and age group (0–5 years, 6–64 years, 65 or more years old). We included data on different S. pneumoniae serotypes obtained from nasopharyngeal swabs.

Results

We retrieved 8,600 records from seven different databases. Of these registries, 4,533 references remained for the screening phase after duplicates were removed, and 414 were eligible for full-text review.

Finally, we included 54 studies with data on nasopharyngeal pneumococcal carriage and serotypes from 31,803 patients. Fig 1 and S1 Table in S1 File. The search strategy is available in S1 Annex in S1 File, and the list of studies excluded during the extraction process in S2 Table in S1 File.

Fig 1. Study flowchart.

Fig 1

The characteristics of the 54 included studies are described in Table 1. We identified 43 studies that included participants below 18 years (n = 27,491), three with an adult population (n = 739), seven studies that included both pediatric and adults (n = 3,500), and one study did not report the age of participants (n = 73).

Table 1. Characteristics of included studies (n = 54).

Author and year of publication Country Study start date dd/mm/yyyy Study ending date dd/mm/yyyy Study design Age range Sample size
Wolf 2000* [24] Brazil 15/03/1998 15/12/1998 Case control <5y 435
Cullotta 2002* [25] Peru 06/06/2000 21/08/2000 Case series <5y 302
Gómez-Barreto 2002* [26] Mexico 01/09/1997 30/09/1999 Cross sectional NR 73
Rey 2002* [27] Brazil 01/01/1998 31/12/1998 Cross sectional <5y 911
Allen 2003* [28] Jamaica 01/06/1999 30/06/1999 Cross sectional <18y 276
Lucarevschi 2003* [29] Brazil 29/06/1998 15/12/1998 Cross sectional <5y 987
Ochoa 2005* [30] Peru 01/09/1996 31/12/2003 Cross sectional/Surveillance <2y 666
Solorzano Santos 2005* [31] Mexico 01/02/2002 31/01/2003 Cross sectional <5y 573
Cardozo 2006* [32] Brazil 01/11/2002 31/07/2003 Cross sectional <18y 1,013
Laval 2006* [33] Brazil 01/05/2000 31/08/2001 Cross sectional/Surveillance <5y 648
Quintero 2006* [34] Venezuela 01/02/2000 31/07/2000 Cross sectional <5y 125
Alturraza Hernaez 2007* [35] Chile 20/08/1998 30/10/1998 Cross sectional >65y 118
Berezin 2007* [36] Brazil 01/06/1997 31/05/2001 Case series <5y 520
Espinosa-de los Monteros 2007* [37] Mexico 01/09/2002 31/12/2002 Cross sectional <5y 2,777
Nicoletti 2007* [38] Brazil 01/03/2000 31/12/2001 Cross sectional ≥18y 385
Rivera Olivero 2007* [39] Venezuela 01/04/2004 31/01/2005 Cross sectional/Surveillance <5y 356
Neves Reis 2008* [40] Brazil 01/07/2000 31/05/2001 Cross sectional All ages 262
Reyna 2008* [41] Mexico 01/01/2006 31/12/2006 Cross sectional <5y 498
Bello González 2010* [42] Venezuela 01/05/2008 31/05/2008 Cross sectional All ages 148
Espinosa-de los Monteros 2010* [43] Mexico 01/02/2002 28/02/2004 Prospective cohort <2y 183
Franco 2010 [44] Brazil 01/08/2005 31/12/2005 Cross sectional <5y 1,192
Sisco 2010** [45] Venezuela NR NR Cross sectional/Surveillance All ages 488
Inverarity 2011* [46] Bolivia 01/05/2007 30/06/2007 Cross sectional <18y 601
Quintero 2011* [47] Venezuela 01/01/2007 28/02/2007 Cross sectional <5y 250
Rivera Olivero 2011* [48] Venezuela 01/12/2006 31/01/2008 Cross sectional/Surveillance <5y 1,004
Lamaro Cardoso 2012* [49] Brazil 01/07/2008 30/09/2008 Cross sectional All ages 224
Lopes 2012* [50] Brazil 01/05/2005 31/01/2006 Cross sectional <1y 139
Mercado 2012* [51] Peru 01/01/2007 31/12/2009 Cross sectional/Surveillance <2y 2,123
Méndez 2013* [52] Panama 25/11/2008 19/12/2008 Cross sectional <5y 397
Neves 2013* [53] Brazil 01/03/2010 30/06/2010 Cross sectional <5y 242
Parra 2013* [54] Colombia 01/01/2005 31/12/2011 Cross sectional <2y 443
Andrade 2014* [55] Brazil 01/12/2010 28/02/2011 Cross sectional <2y 1,287
Grijalva 2014* [56] Peru 01/05/2009 30/09/2011 Cross sectional <5y 309
Laranjeira 2014*** [57] Brazil 01/01/2011 31/12/2011 Cross sectional <5y 291
Rivera Olivero 2014* [58] Venezuela 01/01/2007 31/12/2009 Cross sectional/Surveillance <5y 82
Menezes 2015* [59] Brazil 01/01/2008 31/01/2009 Cross sectional <5y 203
Brandileone 2016* [60] Brazil 22/03/2010 06/06/2013 Cross sectional <2y 901
Melgar 2016* [61] Guatemala 01/11/2012 31/01/2013 Case series <5y 500
Gentile 2017** [62] Argentina 01/06/2015 30/09/2015 Cross sectional <5y 359
Neves 2017* [63] Brazil 20/09/2014 05/12/2014 Cross sectional <5y 522
Toledo Romani 2017* [64] Cuba 01/10/2013 30/11/2015 Cross sectional <5y 2,115
Fernández 2018* [65] Uruguay 01/01/2002 31/12/2015 Cross sectional/Surveillance <2y 831
Nelson 2018* [66] Peru 01/05/2009 30/09/2011 Prospective cohort <5y 1,015
Brandileone 2019* [67] Brazil 16/08/2017 19/08/2017 Cross sectional <2y 531
Cassiolato 2019 [68] Brazil 01/01/2005 31/12/2017 Cross sectional All ages 1,432
Chávez Amaro 2019* [69] Cuba 01/05/2016 30/06/2017 Non-comparative cohort <5y 555
Espinosa-de los Monteros-Pérez 2019* [70] Mexico 01/12/2009 30/06/2010 Cross sectional >50y 236
Pinto 2019* [71] Brazil 01/01/1990 31/12/2014 Cross sectional All ages 783
Kumar 2020** [72] Barbados 01/01/2015 31/12/2016 Cross sectional <5y 216
Dunn 2021* [73] Dominican Republic 01/11/2016 31/07/2017 Prospective cohort <5y 125
Kumar 2021* [74] Barbados 01/01/2016 31/12/2017 Cross sectional <10y 198
Regalado 2021* [75] Ecuador 01/02/2018 30/04/2018 Cross sectional All ages 163
Watkins 2021* [76] Haiti 01/09/2015 31/01/2016 Cross sectional <5y 685
Silva 2022* [77] Brazil 01/02/2013 31/12/2013 Cross sectional/Surveillance <5y 660

NR: Not Reported

*Full text;

**Abstract/Poster;

***Thesis

The studies were carried out in 17 countries; the most represented countries were Brazil (n = 22 with 14,234 participants), Venezuela (n = 7 with 2,453 participants) and Mexico (n = 6 with 4,340 participants). The inclusion period of participants was from 1990 to 2018.

In 47 studies, data provided was from outpatients, in one from inpatients, and in six studies it was not reported. Nineteen studies included asymptomatic and healthy participants and three included high-risk patients. Comorbidities were reported in 12 studies; respiratory chronic diseases, malnutrition, cardiac diseases, immunodeficiency, and cancer were the most frequent.

All participants came from non-probability sampling. Immunization status was reported in 37 studies: 21 included not vaccinated participants, eight studies with completely vaccinated patients, eight both (complete and incomplete vaccination), and not reported in 17 studies. Immunization scheme was: PCV7 in 5 studies, PCV10 in 3 studies, and PCV13 in 8.

Regarding the methodological design, there were 46 cross-sectional studies, including nine epidemiological surveillance studies, followed by 4 cohort studies, 3 case- series, and one case-control study.

Meta-analysis of pneumococcal nasopharyngeal carriage

The global carriage proportion for all age groups was 38.3% (33% to 44%, CI 95%) from 1995 to 2019. In children under five years old, carriage was found in 41% (35% to 48%, CI 95%), and in adults over 65, 26% (19 to 35%, CI 95%) Figs 2 and 3. Brazil, Mexico, and Venezuela were the most representative countries with data about the nasopharyngeal carriage, including five or more studies. In Brazil, a pooled percentage of 37% (29–45%, CI 95%) was estimated, in Mexico, 34% (22–49%, CI 95%), and in Venezuela, 36% (27–47%, CI 95%). Fig 4.

Fig 2. Meta- analysis of nasopharyngeal carriage ratio by age group.

Fig 2

Fig 3. Meta- analysis of nasopharyngeal carriage ratio by lustrum.

Fig 3

Fig 4. Meta-analysis of S. pneumoniae carriage proportion by country.

Fig 4

When we analyzed the most representative age group to evaluate carriage, preschool children under five years old, we found a stable proportion (33–44%) among all study periods (1995–2019). In a subgroup analysis of children between 0 and 2 years old, a global nasopharyngeal carriage ratio of 40% (32–49%, CI 95%) was found. Fig 5. During the study period, children under five showed a colonization proportion of 34% (27–41%, CI 95%) with PCV10 serotypes and 45% (36–54%, CI 95%) with PCV13 serotypes. Fig 6. Only one study reported pneumococcal nasopharyngeal carriage in the adult population more than 65 years old, and the proportion of serotypes was 51.5% (35% to 68% CI 95%) and 57.6% (41% to 73% CI 95%) for PCV10 and PCV13 respectively.

Fig 5. Meta- analysis nasopharyngeal carriage ratio among children <2 years old.

Fig 5

Fig 6. Meta- analysis nasopharyngeal carriage ratio among children <5 years old.

Fig 6

Serotypes included in PCV10 and PCV13 vaccines among nasopharyngeal carriage were analyzed by age (0- 5y, 6- 64y, and more than 65y), lustrum, and country. See S1-S8 Figs in S1 File.

We analyze the carriage prevalence of PCV serotypes in all age groups between 1995 and 2019. Serotypes included in PCV10 were 34% (28% to 40%, CI 95%), and those included in PCV13 serotypes were 45% (38% to 55%, CI 95%). Both showed a decreasing trend along analysis by five-year period. S3 Table in S1 File.

Risk of bias in included studies

Among 46 cross-sectional and four cohorts, 31 studies (62%) were evaluated with a moderate risk of bias; 14 (28%) with a high risk, and 5 (10%) with a low risk of bias. The domains that presented the most significant inconvenience in their evaluation were those related to the sample selection, the calculation of sample size, and the measurements of the results according to different exposures. Likewise, other drawbacks in the evaluation were associated with the validation domains of the results regarding the blinding of the observers and the adjustment for possible confounding variables. Of note, other domains could not be assessed due to the nature of the studies, such as repeated measurements and follow-up in cross-sectional studies S4 Table in S1 File. The only three case series studies had a moderate risk of bias with significant inconvenience in the case definition and statistical results management. The studies did not report if the cases were included consecutively S5 Table in S1 File. Finally, one case-control study was classified with a moderate risk of bias. The study showed the most inconvenience in the statistical management of data, sample size calculation, and blindness of observations S6 Table in S1 File.

Discussion

Streptococcus pneumoniae nasopharyngeal carriage could be a precondition for pneumococcal disease and community transmission [78]. There are approximately one hundred serotypes, several producing invasive pneumococcal disease (IPD). The prevalence of nasopharyngeal carriage reported varies between 20–40% in healthy children and ranges from 5 to 10% among adults less than 65 years old, similar to our finding [4, 79]. While several studies showed colonization data among young children, fewer studies were performed in the elderly population. Almeida S, et al. [80] found a low global nasopharyngeal carriage (2.3%) in the elderly population living in Portugal. In our study, the data about adults older than 65 in the LAC region was found to have a higher prevalence rate of nasopharyngeal colonization, probably due to only one study being included. Pneumococcal carriage is highest during the first five years of life, peaking in the first two years in most developed countries [3].

Regev-Yochay 2004 [81] found that the rate of S. pneumoniae carriage was higher among children than adults in the same community. Hadinegoro 2016 [82] examined healthy children in Indonesia and identified several prevalent serotypes of S. pneumoniae. León 2019 [83] focused on indigenous communities in Ecuador and highlighted the need for studies on respiratory pathogen colonization in high-risk groups. Gámez 2020 [84] investigated nasopharyngeal colonization in children in southwestern Colombia and found a high frequency of S. pneumoniae carriage, including strains resistant to multiple antimicrobial agents.

As was described in developed and undeveloped countries, an inverse relationship between age and carriage exists [85, 86]. In line with those findings, we observed that patients under five have the highest proportion of carriage.

Disparities in the prevalence of carriage between different countries, ranging from relatively low prevalence in countries such as Barbados, Chile, and Cuba to high prevalence in Peru, Argentina, and the Dominican Republic, call for further exploration of underlying factors, such as socioeconomic conditions, health care infrastructure, and vaccination policies.

Regarding the serotype distribution in the nasopharyngeal carriage, the analysis considered the serotypes included in the PCV10 and PCV13 vaccines in the region. Previous studies have shown that the introduction of PCV10 and PCV13 in the NIP led to a decrease in pneumococcal carriage, transmission, and circulation, resulting in a reduction of IPD [87–92]. Introducing pneumococcal conjugated vaccines (PCV) in national immunization programs has increased the nasopharyngeal colonization by serotypes not included in vaccines, with a reduction of vaccine serotypes by replacement [9]. When we analyze the distribution of serotypes in pneumococcal carriage, serotypes included in PCV10 and PCV13 decreased during the last lustrum (2015–2019), probably related to serotype replacement. However, non-PCV10/PCV13 serotypes in nasopharyngeal carriage predominate in all age groups in the region, similar to those reported by Rybak A et al. [93] The effect of vaccination on carriage offers herd protection mediated through a reduction in nasopharyngeal carriage of vaccine serotypes and pneumococcal transmission in the community.

Our study has some limitations; the heterogeneity and risk of bias of study settings and the absence of active nor passive pneumococcal nasopharyngeal carriage surveillance programs in countries in our region. Data about underlying diseases, environmental factors, or pneumococcal vaccination status of studies included were unavailable. In assessing the risk of bias, sample selection, size, and outcome measurement were the most critical aspects. Case series were mostly low or medium risk, with selection and statistical methods concerns.

The present systematic review, which includes 54 studies and covers data from 31,803 patients, offers a novel, detailed, and exhaustive panorama of the nasopharyngeal carriage of S. pneumoniae in the Latin American region. This extensive database provides valuable information on the epidemiology and prevalence of this pathogen, providing data on its impact on public health and possible implications for vaccination strategies. Our study contributes a baseline that could be useful to monitor the impact of new pneumococcal vaccine introduction on nasopharyngeal carriage in LAC.

In conclusion, the data presented in this study highlights the need to establish national surveillance programs to monitor pneumococcal nasopharyngeal carriage to monitor serotype prevalence and replacement before and after including new pneumococcal vaccines in the region. In addition, to analyze differences in the prevalence of serotypes between countries, emphasize the importance of approaches to local realities to reduce IPD effectively.

Supporting information

S1 File

(DOCX)

pone.0297767.s001.docx (3.9MB, docx)

Acknowledgments

The authors thank Mr.Daniel Comande, the Institute for Clinical Effectiveness and Health Policy librarian, for contributing to the bibliographic searches.

Data Availability

All relevant data are within the manuscript and its Supporting information files.

Funding Statement

All authors have received funding by Pfizer Global Medical Grants (GMG) 76436251. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  • 1.GBD 2019 Meningitis Antimicrobial Resistance Collaborators. Global, regional, and national burden of meningitis and its aetiologies, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Neurol. 2023;22: 685–711. doi: 10.1016/S1474-4422(23)00195-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.O’Brien KL, Wolfson LJ, Watt JP, Henkle E, Deloria-Knoll M, McCall N, et al. Burden of disease caused by Streptococcus pneumoniae in children younger than 5 years: global estimates. Lancet. 2009;374: 893–902. doi: 10.1016/S0140-6736(09)61204-6 [DOI] [PubMed] [Google Scholar]
  • 3.Simell B, Auranen K, Käyhty H, Goldblatt D, Dagan R, O’Brien KL, et al. The fundamental link between pneumococcal carriage and disease. Expert Rev Vaccines. 2012;11: 841–855. doi: 10.1586/erv.12.53 [DOI] [PubMed] [Google Scholar]
  • 4.Weiser JN, Ferreira DM, Paton JC. Streptococcus pneumoniae: transmission, colonization and invasion. Nat Rev Microbiol. 2018;16: 355–367. doi: 10.1038/s41579-018-0001-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Klugman KP. Herd protection induced by pneumococcal conjugate vaccine. Lancet Global Health. 2014. pp. e365–6. doi: 10.1016/S2214-109X(14)70241-4 [DOI] [PubMed] [Google Scholar]
  • 6.Chan J, Nguyen CD, Dunne EM, Kim Mulholland E, Mungun T, Pomat WS, et al. Using pneumococcal carriage studies to monitor vaccine impact in low- and middle-income countries. Vaccine. 2019;37: 6299–6309. doi: 10.1016/j.vaccine.2019.08.073 [DOI] [PubMed] [Google Scholar]
  • 7.Hammitt LL, Bruden DL, Butler JC, Baggett HC, Hurlburt DA, Reasonover A, et al. Indirect effect of conjugate vaccine on adult carriage of Streptococcus pneumoniae: an explanation of trends in invasive pneumococcal disease. J Infect Dis. 2006;193: 1487–1494. doi: 10.1086/503805 [DOI] [PubMed] [Google Scholar]
  • 8.de Oliveira LH, Shioda K, Valenzuela MT, Janusz CB, Rearte A, Sbarra AN, et al. Declines in Pneumonia Mortality Following the Introduction of Pneumococcal Conjugate Vaccines in Latin American and Caribbean Countries. Clin Infect Dis. 2021;73: 306–313. doi: 10.1093/cid/ciaa614 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Fortuna LBDP, Miranda FM, Antunes IMF, Silva AB, Cabral AS, Dolores ÍM, et al. Prevalence, capsular types, antimicrobial resistance and risk factors associated with pneumococcal carriage among children after long-term 10-valent pneumococcal conjugate vaccine use in Brazil. Vaccine. 2023;41: 3111–3118. doi: 10.1016/j.vaccine.2023.04.023 [DOI] [PubMed] [Google Scholar]
  • 10.Weinberger DM, Malley R, Lipsitch M. Serotype replacement in disease after pneumococcal vaccination. Lancet. 2011;378: 1962–1973. doi: 10.1016/S0140-6736(10)62225-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Fitzwater SP, Chandran A, Santosham M, Johnson HL. The worldwide impact of the seven-valent pneumococcal conjugate vaccine. Pediatr Infect Dis J. 2012;31: 501–508. doi: 10.1097/INF.0b013e31824de9f6 [DOI] [PubMed] [Google Scholar]
  • 12.Isaacman DJ, McIntosh ED, Reinert RR. Burden of invasive pneumococcal disease and serotype distribution among Streptococcus pneumoniae isolates in young children in Europe: impact of the 7- valent pneumococcal conjugate vaccine and considerations for future conjugate vaccines. Int J Infect Dis. 2010;14:e197–209 doi: 10.1016/j.ijid.2009.05.010 [DOI] [PubMed] [Google Scholar]
  • 13.Moher D, Stewart L, Shekelle P. Implementing PRISMA-P: recommendations for prospective authors. Syst Rev. 2016;5: 15. doi: 10.1186/s13643-016-0191-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Stroup DF, Berlin JA, Morton SC, Olkin I, Williamson GD, Rennie D, et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA. 2000;283: 2008–2012. doi: 10.1001/jama.283.15.2008 [DOI] [PubMed] [Google Scholar]
  • 15.Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372: n71. doi: 10.1136/bmj.n71 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Babineau J. Product Review: Covidence (Systematic Review Software). J Can Health Libr Assoc. 2014;35: 68–71. [Google Scholar]
  • 17.Better systematic review management. In: Covidence. [cited 1 May 2023]. http://www.covidence.org
  • 18.EPOC. Cochrane Effective Practice Organisation of Care Group. Suggested risk of bias criteria for EPOC reviews. http://epoc.cochrane.org/sites/epoc.cochrane.org/files/uploads/14%20Suggested%20risk%20of%20bias%20criteria%20for%20EPOC%20reviews%202013%2008%2012.pdf. 2014.
  • 19.Higgins JPT, Savović J, Page MJ, Elbers RG, Sterne JAC. Chapter 8: Assessing risk of bias in a randomized trial. In: Higgins JPT, Thomas J, Chandler J, Ms C, Li T, Page MJ, et al., editors. Cochrane Handbook for Systematic Reviews of Interventions version 60 (updated July 2019). Cochrane; 2019. [Google Scholar]
  • 20.Website. R Core Team (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.R-project.org/ [Google Scholar]
  • 21.Balduzzi S, Rücker G, Schwarzer G. How to perform a meta-analysis with R: a practical tutorial. Evid Based Ment Health. 2019;22: 153–160. doi: 10.1136/ebmental-2019-300117 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Freeman MF, Tukey JW. Transformations related to the angular and the square root. Ann Math Stat. 1950;21: 607–611. [Google Scholar]
  • 23.DerSimonian R, Laird N. Meta-analysis in clinical trials. Control Clin Trials. 1986;7: 177–188. doi: 10.1016/0197-2456(86)90046-2 [DOI] [PubMed] [Google Scholar]
  • 24.Wolf B, Rey LC, Brisse S, Moreira LB, Milatovic D, Fleer A, et al. Molecular epidemiology of penicillin-resistant Streptococcus pneumoniae colonizing children with community-acquired pneumonia and children attending day-care centres in Fortaleza, Brazil. J Antimicrob Chemother. 2000;46: 757–765. doi: 10.1093/jac/46.5.757 [DOI] [PubMed] [Google Scholar]
  • 25.Cullotta AR, Kalter HD, Delgado J, Gilman RH, Facklam RR, Velapatino B, et al. Antimicrobial susceptibilities and serotype distribution of Streptococcus pneumoniae isolates from a low socioeconomic area in Lima, Peru. Clin Diagn Lab Immunol. 2002;9: 1328–1331. doi: 10.1128/cdli.9.6.1328-1331.2002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Gomez-Barreto D, Calderon-Jaimes E, Rodriguez RS, Espinosa LE, Vina-Flores L, Jimenez-Rojas V. Carriage of antibiotic-resistant pneumococci in a cohort of a daycare center. Salud Publica Mex. 2002;44: 26–32. doi: 10.1590/s0036-36342002000100004 [DOI] [PubMed] [Google Scholar]
  • 27.Rey LC, Wolf B, Moreira JLB, Milatovic D, Verhoef J, Farhat CK. Antimicrobial susceptibility and serotypes of nasopharyngeal Streptococcus pneumoniae in children with pneumonia and in children attending day-care centres in Fortaleza, Brazil. Int J Antimicrob Agents. 2002;20: 86–92. doi: 10.1016/s0924-8579(02)00128-0 [DOI] [PubMed] [Google Scholar]
  • 28.Allen UD, Thomas S, Carapetis J, Henry S, Wasfy S, Lovgren M, et al. Serotypes of respiratory tract isolates of Streptococcus pneumoniae from Jamaican children. Int J Infect Dis. 2003;7: 29–34. doi: 10.1016/s1201-9712(03)90039-7 [DOI] [PubMed] [Google Scholar]
  • 29.Lucarevschi BR, Baldacci ER, Bricks LF, Bertoli CJ, Teixeira LM, Mendes CMF, et al. Oropharyngeal carriage of Streptococcus pneumoniae by children attending day care centers in Taubate, SP: Correlation between serotypes and the conjugated heptavalent pneumococcal vaccine. J Pediatr. 2003;79: 215–220. [PubMed] [Google Scholar]
  • 30.Ochoa TJ, Rupa R, Guerra H, Hernandez H, Chaparro E, Tamariz J, et al. Penicillin resistance and serotypes/serogroups of Streptococcus pneumoniae in nasopharyngeal carrier children younger than 2 years in Lima, Peru. Diagn Microbiol Infect Dis. 2005;52: 59–64. doi: 10.1016/j.diagmicrobio.2004.12.014 [DOI] [PubMed] [Google Scholar]
  • 31.Solorzano-Santos F, Ortiz-Ocampo LA, Miranda-Novales Ma G, Echaniz-Aviles G, Soto-Nogueron A, Guiscafre-Gallardo H. Prevalence of Streptococcus pneumoniae serotypes on nasopharyngeal colonization in children of Mexico City. Salud Publica Mex. 2005;47: 276–281. [DOI] [PubMed] [Google Scholar]
  • 32.Cardozo DM, Nascimento-Carvalho CM, Brandao MA, Santos Azevedo GM, De Souza FR, Silveira Silva NM, et al. Antimicrobial resistance and serotypes of nasopharyngeal strains of Streptococcus pneumoniae in Brazilian adolescents. Microb Drug Resist. 2006;12: 29–32. doi: 10.1089/mdr.2006.12.29 [DOI] [PubMed] [Google Scholar]
  • 33.Laval CB, de Andrade ALSS, Pimenta FC, de Andrade JG, de Oliveira RM, Silva SA, et al. Serotypes of carriage and invasive isolates of Streptococcus pneumoniae in Brazilian children in the era of pneumococcal vaccines. Clin Microbiol Infect. 2006;12: 50–55. doi: 10.1111/j.1469-0691.2005.01304.x [DOI] [PubMed] [Google Scholar]
  • 34.Quintero B, Araque M. Perfil serológico y antibiotipia de cepas de Streptococcus pneumoniae aisladas de portadores nasales pediátricos. Invest Clin. 2006;47: 17–26. [PubMed] [Google Scholar]
  • 35.Altuzarra Hernaez R, Valenzuela BMT, Trucco AO, Inostroza SJ, Granata SP, Fleiderman VJ. Nasal carriage of Streptococcus pneumoniae in elderly subjects according to vaccination status. Rev Med Chil. 2007;135: 160–166. [DOI] [PubMed] [Google Scholar]
  • 36.Berezin EN, Cardenuto MD, Ferreira LL, Otsuka M, Guerra ML, Brandileone MCC. Distribution of Streptococcus pneumoniae serotypes in nasopharyngeal carriage and in invasive pneumococcal disease in Sao Paulo, Brazil. Pediatr Infect Dis J. 2007;26: 643–645. doi: 10.1097/INF.0b013e3180616d0f [DOI] [PubMed] [Google Scholar]
  • 37.Espinosa-De Los Monteros LE, Jimenez-Rojas V, Aguilar-Ituarte F, Cashat-Cruz M, Reyes-Lopez A, Rodriguez-Suarez R, et al. Streptococcus pneumoniae isolates in healthy children attending day-care centers in 12 states in Mexico. Salud Publica Mex. 2007;49: 249–255. doi: 10.1590/s0036-36342007000400004 [DOI] [PubMed] [Google Scholar]
  • 38.Nicoletti C, Brandileone MC, Guerra ML, Levin AS. Prevalence, serotypes, and risk factors for pneumococcal carriage among HIV-infected adults. Diagn Microbiol Infect Dis. 2007;57: 259–265. doi: 10.1016/j.diagmicrobio.2006.08.021 [DOI] [PubMed] [Google Scholar]
  • 39.Rivera-Olivero IA, Bogaert D, Bello T, Del Nogal B, Sluijter M, Hermans PWM, et al. Pneumococcal carriage among indigenous Warao children in Venezuela: Serotypes, susceptibility patterns, and molecular epidemiology. Clin Infect Dis. 2007;45: 1427–1434. doi: 10.1086/522984 [DOI] [PubMed] [Google Scholar]
  • 40.Reis JN, Palma T, Ribeiro GS, Pinheiro RM, Ribeiro CT, Cordeiro SM, et al. Transmission of Streptococcus pneumoniae in an urban slum community. J Infect. 2008;57: 204–213. doi: 10.1016/j.jinf.2008.06.017 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Reyna J, Limon AE. High Prevalence of Serotype 11B of Streptococcus pneumoniae Isolated in the Nasopharynx of Mexican Children. Arch Med Res. 2008;39: 629–630. doi: 10.1016/j.arcmed.2008.03.003 [DOI] [PubMed] [Google Scholar]
  • 42.Bello González T, Rivera-Olivero IA. Estado de portador nasofaríngeo de Streptococcus pneumoniae en madres e hijos de la población indígena Panare del estado Bolívar, Venezuela. Rev Argent Dermatosifilol. 2010. [DOI] [PubMed] [Google Scholar]
  • 43.Espinosa-de los Monteros LE, Aguilar-Ituarte F, Jimenez-Juarez RN, Rodriguez-Suarez RS, Gomez-Barreto D. Serotype replacement of Streptococcus pneumoniae in children with pneumococcal conjugate vaccine 7V in Mexico. Salud Publica Mex. 2010;52: 4–13. [DOI] [PubMed] [Google Scholar]
  • 44.Franco CM, Andrade ALS, Andrade JG, Almeida e Silva S, Oliveira CRM, Pimenta FC, et al. Survey of nonsusceptible nasopharyngeal Streptococcus pneumoniae isolates in children attending day-care centers in Brazil. Pediatr Infect Dis J. 2010;29: 77–79. doi: 10.1097/INF.0b013e3181af7e90 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Sisco MC, Rivera-Olivero IA, Rodriguez M, Del Nogal B, Hermans P, De Waard J. Pneumococcal carriage in the Warao Amerindians from Venezuela: High colonization rates and frequent serotype sharing among mothers and children. Clin Microbiol Infect. 2010;16: S385. [Google Scholar]
  • 46.Inverarity D, Diggle M, Ure R, Johnson P, Altstadt P, Mitchell T, et al. Molecular epidemiology and genetic diversity of pneumococcal carriage among children in Beni State, Bolivia. Trans R Soc Trop Med Hyg. 2011;105: 445–451. doi: 10.1016/j.trstmh.2011.04.013 [DOI] [PubMed] [Google Scholar]
  • 47.Quintero B, Araque M, Van Der Gaast-De Jongh C, Escalona F, Correa M, Morillo-Puente S, et al. Epidemiology of Streptococcus pneumoniae and Staphylococcus aureus colonization in healthy Venezuelan children. Eur J Clin Microbiol Infect Dis. 2011;30: 7–19. doi: 10.1007/s10096-010-1044-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Rivera-Olivero IA, Del Nogal B, Sisco MC, Bogaert D, Hermans PWM, De Waard JH. Carriage and invasive isolates of Streptococcus pneumoniae in Caracas, Venezuela: The relative invasiveness of serotypes and vaccine coverage. Eur J Clin Microbiol Infect Dis. 2011;30: 1489–1495. doi: 10.1007/s10096-011-1247-5 [DOI] [PubMed] [Google Scholar]
  • 49.Lamaro-Cardoso J, de Lemos APS, Carvalho MDG, Pimenta FC, Roundtree A, Motta L, et al. Molecular epidemiological investigation to determine the source of a fatal case of serotype 22F pneumococcal meningitis. J Med Microbiol. 2012;61: 686–692. doi: 10.1099/jmm.0.040790-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Lopes CC, Berezin EN, Scheffer D, Huziwara R, Sliva MI, Brandao A, et al. Pneumococcal nasopharyngeal carriage in infants of mothers immunized with 23V non-conjugate pneumococcal polysaccharide vaccine. J Trop Pediatr. 2012;58: 348–352. doi: 10.1093/tropej/fmr107 [DOI] [PubMed] [Google Scholar]
  • 51.Mercado EH, Egoavil M, Horna SG, Torres N, Velásquez R, Castillo ME, et al. Serotipos de neumococo en niños portadores antes de la vacunación antineumocócica en el Perú. Rev Peru Med Exp Salud Publica. 2012;29: 53–60. [DOI] [PubMed] [Google Scholar]
  • 52.Méndez D, de Bolaños R, Ramos R, Moreno J, Fernández M. Prevalencia del Streptococcus pneumoniae en cultivos nasofaríngeos de niños que asisten a guarderías en Panamá. Pediátr Panamá. 2013;42: 6–13. [Google Scholar]
  • 53.Neves FP, Pinto TC, Corrêa MA, dos Anjos Barreto R, de Souza Gouveia Moreira L, Rodrigues HG, et al. Nasopharyngeal carriage, serotype distribution and antimicrobial resistance of Streptococcus pneumoniae among children from Brazil before the introduction of the 10-valent conjugate vaccine. BMC Infect Dis. 2013;13: 318. doi: 10.1186/1471-2334-13-318 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Parra EL, De La Hoz F, Díaz PL, Sanabria O, Realpe ME, Moreno J. Changes in Streptococcus pneumoniae serotype distribution in invasive disease and nasopharyngeal carriage after the heptavalent pneumococcal conjugate vaccine introduction in Bogotá, Colombia. Vaccine. 2013;31: 4033–4038. [DOI] [PubMed] [Google Scholar]
  • 55.Andrade AL, Ternes YM, Vieira MA, Moreira WG, Lamaro-Cardoso J, Kipnis A, et al. Direct effect of 10-valent conjugate pneumococcal vaccination on pneumococcal carriage in children in Brazil. PLoS One. 2014;9: e98128. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Grijalva CG, Griffin MR, Edwards KM, Williams JV, Gil AI, Verastegui H, et al. The role of influenza and parainfluenza infections in nasopharyngeal pneumococcal acquisition among young children. Clin Infect Dis. 2014;58: 1369–1376. doi: 10.1093/cid/ciu148 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 57.Laranjeira BJ. Resistência antimicrobiana, genotipagem capsular e detecção de genes de resistência de Streptococcus pneumoniae isolados de crianças não vacinadas usuárias de creches em Fortaleza. 2014. [cited 12 Jul 2023]. Available: https://repositorio.ufc.br/handle/riufc/15459 [Google Scholar]
  • 58.Rivera-Olivero IA, del Nogal B, Fuentes M, Cortez R, Bogaert D, Hermans PWM, et al. Immunogenicity of a 7-valent pneumococcal conjugate vaccine (PCV7) and impact on carriage in Venezuelan children at risk of invasive pneumococcal diseases. Vaccine. 2014;32: 4006–4011. doi: 10.1016/j.vaccine.2014.04.027 [DOI] [PubMed] [Google Scholar]
  • 59.Menezes APDO, Azevedo J, Leite MC, Campos LC, Cunha M, Carvalho MDGS, et al. Nasopharyngeal carriage of Streptococcus pneumoniae among children in an urban setting in Brazil prior to PCV10 introduction. Vaccine. 2016;34: 791–797. doi: 10.1016/j.vaccine.2015.12.042 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Brandileone MC, Zanella RC, Almeida SCG, Brandao AP, Ribeiro AF, Carvalhanas TMP, et al. Effect of 10-valent pneumococcal conjugate vaccine on nasopharyngeal carriage of Streptococcus pneumoniae and Haemophilus influenzae among children in São Paulo, Brazil. Vaccine. 2016;34: 5604–5611. [DOI] [PubMed] [Google Scholar]
  • 61.Melgar M, Perez I, Ordonez R, Paniagua I, Vargas C. Streptococcus pneumoniae nasopharyngeal carriage rates, serotype distribution and vaccine effectiveness in vaccinated and non-vaccinated healthy children in Guatemala City. Open Forum Infectious Diseases. 2016;3. doi: 10.1093/ofid/ofw172.638 [DOI] [Google Scholar]
  • 62.Gentile A, Rearte A, Von Spetch M, Laban C, Papucci SL, Badano A, et al. Streptococcus pneumoniae (SPN) nasopharyngeal carriage in children under 3 years old, attending day care centers in Argentina. Open Forum Infectious Diseases. 2017;4: S462. [Google Scholar]
  • 63.Neves FPG, Cardoso NT, Snyder RE, Marlow MA, Cardoso CAA, Teixeira LM, et al. Pneumococcal carriage among children after four years of routine 10-valent pneumococcal conjugate vaccine use in Brazil: The emergence of multidrug resistant serotype 6C. Vaccine. 2017;35: 2794–2800. doi: 10.1016/j.vaccine.2017.04.019 [DOI] [PubMed] [Google Scholar]
  • 64.Toledo-Romaní ME, Chávez Amaro D, Casanova González MF, Toraño Peraza G, Linares-Pérez N. Colonización nasofaríngea por neumococos en la población infantil cubana, evidencias basadas en estudios de prevalencia. Rev Cubana Pediatr. 2017;89: 86–97. [Google Scholar]
  • 65.Fernández C, García G, Camou T, Albini M, Hortal M. Colonización nasofaríngea por serotipos de Streptococcus pneumoniae en niños uruguayos antes y después de la introducción de las vacunas antineumocócicas conjugadas. Arch Pediatr Urug. 2018;89: 235–241. [Google Scholar]
  • 66.Nelson KN, Grijalva CG, Chochua S, Hawkins PA, Gil AI, Lanata CF, et al. Dynamics of colonization of Streptococcus pneumoniae strains in healthy Peruvian children. Open Forum Infectious Diseases. 2018;5: ofy039. doi: 10.1093/ofid/ofy039 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Brandileone MCDC, Zanella RC, Almeida SCG, Cassiolato AP, Lemos APSD, Salgado MM, et al. Long-term effect of 10-valent pneumococcal conjugate vaccine on nasopharyngeal carriage of Streptococcus pneumoniae in children in Brazil. Vaccine. 2019;37: 5357–5363. doi: 10.1016/j.vaccine.2019.07.043 [DOI] [PubMed] [Google Scholar]
  • 68.de Pós- em Ciências da TA ao P, concentração: D. Características fenotípicas e moleculares de cepas de Streptococcus pneumoniae do sorotipo 19A isoladas de doenças invasivas e de portadores antes e após a introdução da vacina conjugada 10-valente no Brasil. [cited 11 Jul 2023]. https://docs.bvsalud.org/biblioref/2022/09/1395390/ana-paula-cassiolato-tese-apc-defesa-final-ana-paula-cassiolato-1.pdf
  • 69.Chávez Amaro DM, Linares-Pérez N, Casanova González MF, Toledo-Romaní ME, Rodríguez Valladares NN, Rodríguez Noda LM, et al. Nasopharyngeal colonisation by Streptococcus pneumoniae in Cuban preschool children: Cross-sectional surveys before/after pneumococcal vaccination. Vacunas (English Edition). 2019;20: 3–11. [Google Scholar]
  • 70.Espinosa de los Monteros-Pérez LE, Jimenez-Juarez RN, Gomez-Barreto D, Navas-Villar CF. Streptococcus pneumoniae: prevalence in nasopharyngeal carriers of more than 50-years-old, in a Mexican rural community. Enferm Infecc Microbiol Clin. 2019;37: 41–44. [DOI] [PubMed] [Google Scholar]
  • 71.Pinto TCA, Neves FPG, Souza ARV, Oliveira LMA, Costa NS, Castro LFS, et al. Evolution of penicillin non-susceptibility among Streptococcus pneumoniae isolates recovered from asymptomatic carriage and invasive disease over 25 years in Brazil, 1990–2014. Front Microbiol. 2019;10: 486. doi: 10.3389/fmicb.2019.00486 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Kumar A, Krishnamurthy K, Morris E, Gittens-St Hillair M, Foster ANS. Nasopharyngeal pneumococcal carriage among healthy children in Barbados ten years post introduction of universal conjugate pneumococcal vaccination. West Indian Med J. 2020;68: 70. [Google Scholar]
  • 73.Dunn MG, Lessa FC, Sánchez J, Cordero R, Feris-Iglesias J, Cedano D, et al. Impact of 13-Valent Pneumococcal Conjugate Vaccine on Nasopharyngeal Carriage Rates of Streptococcus pneumoniae in a Rural Community in the Dominican Republic. J Infect Dis. 2021;224: S237–S247. doi: 10.1093/infdis/jiab172 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Kumar A, Krishnamurthy K, Morris E, Hilair MG-S. Nasopharyngeal carriage, serotype pattern and antimicrobial non-susceptibilities of Streptococcus pneumoniae among healthy children in the 13-valent pneumococcal conjugate vaccine era in Barbados, one of the Caribbean countries. Vacunas (Engl Ed). 2021;22: 150–157. [Google Scholar]
  • 75.Regalado LD, Rivera-Olivero IA, Garcia-Bereguiain MA, Tana L, Hernandez I, Zurita J, et al. Pneumococcal Carriage among Indigenous Kichwa Children from the Ecuadorian Andes after the 10-Valent Pneumococcal Vaccine Introduction. Pediatr Infect Dis J. 2021;40: E427–E433. doi: 10.1097/INF.0000000000003291 [DOI] [PubMed] [Google Scholar]
  • 76.Watkins LKF, Milucky JL, McGee L, St.-Surin FS, Liu P, Tran T, et al. Nasopharyngeal Carriage of Streptococcus pneumoniae Among Young Children in Haiti Before Pneumococcal Conjugate Vaccine Introduction. J Infect Dis. 2021;224: S248–S257. doi: 10.1093/infdis/jiab119 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Silva MEP, Oliveira JR, Carvalho AG, Santos DG, Lima NCS, Santos FAG, et al. Colonization by Streptococcus pneumoniae among children in Porto Velho, Rondônia, Western Brazilian Amazon. Braz J Biol. 2022;82: e260617. [DOI] [PubMed] [Google Scholar]
  • 78.Bogaert D, De Groot R, Hermans PWM. Streptococcus pneumoniae colonisation: the key to pneumococcal disease. Lancet Infect Dis. 2004;4: 144–154. doi: 10.1016/S1473-3099(04)00938-7 [DOI] [PubMed] [Google Scholar]
  • 79.Loughran AJ, Orihuela CJ, Tuomanen EI. Streptococcus pneumoniae: Invasion and Inflammation. Microbiol Spectr. 2019;7. doi: 10.1128/microbiolspec.GPP3-0004-2018 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Almeida ST, Nunes S, Santos Paulo AC, Valadares I, Martins S, Breia F, et al. Low prevalence of pneumococcal carriage and high serotype and genotype diversity among adults over 60 years of age living in Portugal. PLoS One. 2014;9: e90974. doi: 10.1371/journal.pone.0090974 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Regev-Yochay G, Raz M, Dagan R, Porat N, Shainberg B, Pinco E, et al. Nasopharyngeal carriage of Streptococcus pneumoniae by adults and children in community and family settings. Clin Infect Dis. 2004;38: 632–639. doi: 10.1086/381547 [DOI] [PubMed] [Google Scholar]
  • 82.Hadinegoro SR, Prayitno A, Khoeri MM, Djelantik IGG, Dewi NE, Indriyani SAK, et al. Nasopharyngeal carriage of Streptococcus pneumoniae in healthy children under five years old in Central Lombok Regency, Indonesia. Southeast Asian J Trop Med Public Health. 2016;47: 485–493. [PubMed] [Google Scholar]
  • 83.León R, Alejandra D. Streptococcus pneumoniae nasopharyngeal carriage in indigenous Kichwa communities of Otavalo, Ecuador serotypes, risk factors, and associated respiratory pathogens. 2019. [cited 13 Oct 2023]. Available: https://www.lareferencia.info/vufind/Record/EC_9b04e353462b3e12e4d9741a0518266e/Description [Google Scholar]
  • 84.Gámez G, Rojas JP, Cardona S, Castillo JD, Palacio MA, Mejía LF, et al. Nasopharyngeal colonization, associated factors and antimicrobial resistance of Streptococcus pneumoniae among children under 5 years of age in the southwestern Colombia. bioRxiv. medRxiv; 2020. doi: 10.1101/2020.04.09.20058529 [DOI] [Google Scholar]
  • 85.Sanchez Picot V, Keovichith I, Paboriboune P, Flaissier B, Saadatian-Elahi M, Rudge JW. Epidemiology and serotype distribution of Streptococcus pneumoniae carriage among influenza-like illness cases in metropolitan Vientiane, Lao PDR: a community-based cohort study. Front Public Health. 2023;11: 1124016. doi: 10.3389/fpubh.2023.1124016 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Bennett JC, Emanuels A, Heimonen J, O’Hanlon J, Hughes JP, Han PD, et al. Streptococcus pneumoniae nasal carriage patterns with and without common respiratory virus detections in households in Seattle, WA, USA before and during the COVID-19 pandemic. Front Pediatr. 2023;11: 1198278. doi: 10.3389/fped.2023.1198278 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87.Katzow MW, Steinway C, Jan S. Telemedicine and Health Disparities During COVID-19. Pediatrics. 2020;146:e20201586 doi: 10.1542/peds.2020-1586 [DOI] [PubMed] [Google Scholar]
  • 88.Angoulvant F, Ouldali N, Yang DD, Filser M, Gajdos V, Rybak A, et al. Coronavirus Disease 2019 Pandemic: Impact Caused by School Closure and National Lockdown on Pediatric Visits and Admissions for Viral and Nonviral Infections-a Time Series Analysis. Clin Infect Dis. 2021;72: 319–322. doi: 10.1093/cid/ciaa710 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89.Williams TC, MacRae C, Swann OV, Haseeb H, Cunningham S, Davies P, et al. Indirect effects of the COVID-19 pandemic on paediatric healthcare use and severe disease: a retrospective national cohort study. Arch Dis Child. 2021;106: 911–917. doi: 10.1136/archdischild-2020-321008 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Cohen R, Ashman M, Taha M-K, Varon E, Angoulvant F, Levy C, et al. Pediatric Infectious Disease Group (GPIP) position paper on the immune debt of the COVID-19 pandemic in childhood, how can we fill the immunity gap? Infect Dis Now. 2021;51: 418–423. doi: 10.1016/j.idnow.2021.05.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.Perniciaro SR, van der Linden MPG, Weinberger DM. Re-emergence of invasive pneumococcal disease in Germany during the Spring and Summer of 2021. Clin Infect Dis. 2022;75:1149–1153. doi: 10.1093/cid/ciac100 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Janapatla RP, Chen C-L, Dudek A, Li H-C, Yang H-P, Su L-H, et al. Serotype transmission dynamics and reduced incidence of invasive pneumococcal disease caused by different serotypes after implementation of non-pharmaceutical interventions during COVID-19 pandemic. Eur Respir J. 2021;58:2100978 doi: 10.1183/13993003.00978-2021 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 93.Rybak A, Levy C, Ouldali N, Bonacorsi S, Béchet S, Delobbe J-F, et al. Dynamics of Antibiotic Resistance of Streptococcus pneumoniae in France: A Pediatric Prospective Nasopharyngeal Carriage Study from 2001 to 2022. Antibiotics (Basel). 2023;12:1020 doi: 10.3390/antibiotics12061020 [DOI] [PMC free article] [PubMed] [Google Scholar]

Decision Letter 0

Oriana Rivera-Lozada de Bonilla

12 Dec 2023

PONE-D-23-35902Nasopharyngeal carriage of Streptococcus pneumoniae in Latin America and the Caribbean: a systematic review and meta-analysisPLOS ONE

Dear Dr. Brizuela,

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

1. Review aspects of form, especially in tables

2. Table 1: It is best to sort the studies by year of publication, from 2001 to 2022.

Please submit your revised manuscript by Jan 26 2024 11:59PM . If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at December 20th. Si necesitará más tiempo que este para completar sus revisiones, responda a este mensaje o comuníquese con la oficina de la revista en  plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Oriana Rivera-Lozada de Bonilla

Academic Editor

PLOS ONE

Journal requirements:

When submitting your revision, we need you to address these additional requirements.

1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming. The PLOS ONE style templates can be found at

https://journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf and

https://journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf

2. Note from Emily Chenette, Editor in Chief of PLOS ONE, and Iain Hrynaszkiewicz, Director of Open Research Solutions at PLOS: Did you know that depositing data in a repository is associated with up to a 25% citation advantage (https://doi.org/10.1371/journal.pone.0230416)? If you’ve not already done so, consider depositing your raw data in a repository to ensure your work is read, appreciated and cited by the largest possible audience. You’ll also earn an Accessible Data icon on your published paper if you deposit your data in any participating repository (https://plos.org/open-science/open-data/#accessible-data).

3. We noticed you have some minor occurrence of overlapping text with the following previous publication(s), which needs to be addressed:

https://pubmed.ncbi.nlm.nih.gov/37012114/

In your revision ensure you cite all your sources (including your own works), and quote or rephrase any duplicated text outside the methods section. Further consideration is dependent on these concerns being addressed.

4. Thank you for stating the following financial disclosure:

“All authors have received funding by Pfizer Global Medical Grants (GMG) 76436251.”

Please state what role the funders took in the study.  If the funders had no role, please state: "The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript."

If this statement is not correct you must amend it as needed.

Please include this amended Role of Funder statement in your cover letter; we will change the online submission form on your behalf.

5. We note that you have stated that you will provide repository information for your data at acceptance. Should your manuscript be accepted for publication, we will hold it until you provide the relevant accession numbers or DOIs necessary to access your data. If you wish to make changes to your Data Availability statement, please describe these changes in your cover letter and we will update your Data Availability statement to reflect the information you provide.

6. Please include a separate caption for each figure in your manuscript.

7. Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

********** 

2. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: N/A

Reviewer #3: Yes

********** 

3. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

********** 

4. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

Reviewer #3: Yes

********** 

5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: Dear authors,

Thank you for this interesting review article. there are some comments which is not affect the quality of the search:

1. line 59: change Colonization to colonization.

2. line 107: change 2,022 to 2022.

3. line 161, 196: delete the word see (quotation brackets are sufficient).

4. Table 1: It's better if you sort the studies by year of publication, from 2001 to 2022.

5. line 199, 203, 205: fig. 4, 5, 6 change to figure 4, figure 5, figure 6.

Reviewer #2: The review is well designed and I hope it can be repeated with real clinical application. Not only as a review. I hope it could make equal time zone for all investigated areas. Also I wish there is a good evidence for vaccine efficacy.

Reviewer #3: The author outlined detailed information in each section of the manuscript. The data with figures are available in the manuscript. The supporting figures are available and explained very clearly. The article is clear and unambiguous.

********** 

6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: Yes: Awatif Al-Judaibi

Reviewer #2: Yes: Dr Michael Nazmy Agban professor of Microbiology and Immunology faculty of medicine assiut university Egypt. Head of department of molecular biology at molecular biology institute

Reviewer #3: Yes: VenkataVinayKumar Bandarupalli

**********

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

PLoS One. 2024 May 20;19(5):e0297767. doi: 10.1371/journal.pone.0297767.r002

Author response to Decision Letter 0


8 Jan 2024

Dear editors and reviewers, thank you very much for your valuable contributions and suggestions. We have followed all suggestions and corrections to improve the quality of our research.

Below we detail the response to each of the points and have highlighted the modifications in the manuscript. Again, thank you very much.

Reviewer Request:

Table 1: It is best to order the studies by year of publication, from 2001 to 2022.

Answer:

All included studies were sorted by date.

Order:

We note that you have a minor occurrence of overlapping text with the following previous publications, which needs to be addressed: https://pubmed.ncbi.nlm.nih.gov/37012114/

Reply:

We have rephrased some material phrases and methods to improve quality and avoid overlaps.

Request financial disclosure: “All authors have received funding from Pfizer Global Medical Grants (GMG) 76436251.”

Reply:

We have added a modified feature of the funder disclosure in our cover letter and in the manuscript.

Request: We note that you have stated that you will provide repository information for your data upon acceptance. If your manuscript is accepted for publication, we will retain it until you provide the relevant accession numbers or DOIs needed to access your data. If you want to make changes to your data availability statement, please describe these changes in your cover letter and we will update your data availability statement to reflect the information you provide.

Response: We have changed all information available in the manuscript and supporting information

Request: Please include a separate title for each figure in your manuscript.

Answer: We have included a separate title for each figure in the manuscript.

Application: Please review your reference list to ensure it is complete and correct.

Answer: All references have been reviewed and are correct.

Request: Please upload a new copy of Figures 1, 2, 3, 4, 5 and 6 as the details are unclear.

Answer: The new files in figures 1 to 6 were uploaded with the best possible quality.

These specific comments and suggestions from reviewer one were modified in the manuscript and highlighted:

1. line 59: change Colonization to colonization. Response: we added The colonization....

2. line 107: change 2,022 to 2022. Response: it was changed

3. line 161, 196: delete the word see (quotation brackets are sufficient). Response: deleted

4. Table 1: It's better if you sort the studies by year of publication, from 2001 to 2022. Response: it was sorted in a cronological order

5. line 199, 203, 205: fig. 4, 5, 6 change to figure 4, figure 5, figure 6. Response: it was changed

Attachment

Submitted filename: Response to Reviewers PONE-D-23-35902.docx

pone.0297767.s002.docx (15.5KB, docx)

Decision Letter 1

Oriana Rivera-Lozada de Bonilla

12 Jan 2024

Portación nasofaríngea de Streptococcus pneumoniae en América Latina y el Caribe: una revisión sistemática y metanálisis

PONE-D-23-35902R1

Estimado Dr. Martín Brizuela ,

Nos complace informarle que su manuscrito ha sido considerado científicamente adecuado para su publicación y será aceptado formalmente para su publicación una vez que cumpla con todos los requisitos técnicos pendientes.

Dentro de una semana, recibirá un correo electrónico detallando las modificaciones requeridas. Una vez que se hayan abordado, recibirá una carta de aceptación formal y se programará la publicación de su manuscrito.

Una factura de pago le llegará poco después de la aceptación formal. Para garantizar un proceso eficiente, inicie sesión en Editorial Manager en http://www.editorialmanager.com/pone/, haga clic en el enlace "Actualizar mi información" en la parte superior de la página y verifique que su información de usuario esté actualizada. hasta la fecha. Si tiene alguna pregunta relacionada con la facturación, comuníquese directamente con nuestro departamento de facturación de autores en Authorbilling@plos.org.

Si su institución o instituciones tienen una oficina de prensa, notifíqueles sobre su próximo artículo para ayudar a maximizar su impacto. Si van a preparar materiales de prensa, informe a nuestro equipo de prensa lo antes posible, a más tardar 48 horas después de recibir la aceptación formal. Su manuscrito permanecerá bajo estricto embargo de prensa hasta las 2 pm, hora del Este, en la fecha de publicación. Para obtener más información, comuníquese con onepress@plos.org.

Atentamente,

Oriana Rivera-Lozada de Bonilla

Editora Académica

PLOS ONE

Acceptance letter

Oriana Rivera-Lozada de Bonilla

5 Feb 2024

PONE-D-23-35902R1

PLOS ONE

Dear Dr. Brizuela,

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now being handed over to our production team.

At this stage, our production department will prepare your paper for publication. This includes ensuring the following:

* All references, tables, and figures are properly cited

* All relevant supporting information is included in the manuscript submission,

* There are no issues that prevent the paper from being properly typeset

If revisions are needed, the production department will contact you directly to resolve them. If no revisions are needed, you will receive an email when the publication date has been set. At this time, we do not offer pre-publication proofs to authors during production of the accepted work. Please keep in mind that we are working through a large volume of accepted articles, so please give us a few weeks to review your paper and let you know the next and final steps.

Lastly, if your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org.

If we can help with anything else, please email us at customercare@plos.org.

Thank you for submitting your work to PLOS ONE and supporting open access.

Kind regards,

PLOS ONE Editorial Office Staff

on behalf of

Dr. Oriana Rivera-Lozada de Bonilla

Academic Editor

PLOS ONE

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 File

    (DOCX)

    pone.0297767.s001.docx (3.9MB, docx)
    Attachment

    Submitted filename: Response to Reviewers PONE-D-23-35902.docx

    pone.0297767.s002.docx (15.5KB, docx)

    Data Availability Statement

    All relevant data are within the manuscript and its Supporting information files.


    Articles from PLOS ONE are provided here courtesy of PLOS

    RESOURCES