Literature DB >> 32078398

Emergence of Streptococcus pneumoniae serotype 19A (Spn19A) in the pediatric population in Bogotá, Colombia as the main cause of invasive pneumococcal disease after the introduction of PCV10.

Germán Camacho Moreno1,2,3,4, Luisa F Imbachi1,3, Aura L Leal1,3, Vivian M Moreno3, Jaime A Patiño3, Iván F Gutiérrez3,5, Sandra Beltrán3,6, Martha I Álvarez-Olmos3,7, Cristina Mariño3,8, Rocío Barrero3,9,10,11, Fabio Espinosa3,4, Nicolás Ramos3,12, Liliana P Castellar2,3, Nella Sánchez3,10, Anita Montañez1,3.   

Abstract

Introduction: With the use of pneumococcal conjugate vaccines(PCV), the behavior of invasive pneumococcal disease(IPD) has changed relative to serotype distribution. The introduction of these vaccines in national immunization programs has reduced the incidence of IPD, with a marked decrease in the circulation of the serotypes included in the vaccine used in each country. However, the subsequent emergence of other serotypes not included in the vaccine, such 19A in case of PCV7 and PCV10, has been documented. Materials and methods: This was case series study (2008-2017) in pediatric patients admitted to 10 hospitals in Bogota who were diagnosed with IPD. It was conducted during the transitional period of implementing the PCV10 vaccine in Colombia in 2012. Cases of bacteremic pneumococcal pneumonia, meningitis, primary bacteremia and osteoarticular infection were included. A descriptive analysis of the demographic, clinical and laboratory variables of patients with IPD by Spn19A, its trend over time, profiles of antimicrobial susceptibility and clinical outcomes was performed.
Results: There were 463 cases of IPD, 315(68%) with known serotypes. The prevalence of IPD by Spn19A was 17.7%(56 cases), tending to increase over time. During 2008-2011, the prevalence was 4.4%, and during 2014-2017, it was 32.4%, The most frequent diagnosis was pneumonia(80.4%). In nonmeningeal isolates, 39.6% were not susceptible to penicillin. An increase in the resistance was observed over time.
Conclusion: Spn19A is a prevalent cause of IPD in the pediatric population of the analyzed cohort, with an increasing trend of this serotype during the surveillance period after the introduction of PCV10, being the most common serotype identified in recent years.

Entities:  

Keywords:  Streptococcus pneumoniae ; Pneumococcal infections; epidemiology; pneumococcal vaccines; serotype 19A

Year:  2020        PMID: 32078398      PMCID: PMC7553689          DOI: 10.1080/21645515.2019.1710411

Source DB:  PubMed          Journal:  Hum Vaccin Immunother        ISSN: 2164-5515            Impact factor:   3.452


Introduction

The epidemiological behavior of invasive pneumococcal disease (IPD) has changed with the introduction of conjugate vaccines.[1-3] However, despite the decrease in the incidence of IPD after the introduction of such vaccines, IPD remains a significant cause of morbidity and mortality in the pediatric population, with a disease burden that varies regionally.[4-56] In 2015, it is estimated that there were 9,180,000 cases of invasive pneumococcal disease in children under 5 years of age, with approximately 318,000 deaths due to this cause, 257,000 from pneumonia, 37,900 from meningitis and 22,700 from other causes. For the same year, it is estimated that in the Americas, 259,000 cases of IPD were identified with 5700 deaths – 4600 from pneumonia, 600 from meningitis and 600 from other causes[6] With the introduction of pneumococcal vaccines in national immunization programs, a change in the distribution of serotypes was observed, a process known as serotype replacement.[7] Serotype replacement occurs when the prevalence of serotypes included in conjugate vaccines decrease and the frequency of serotypes not included in the vaccines increase. In this case, serotype 19A (Spn19A) was the serotype showing the greatest increase after the introduction of the heptavalent pneumococcal conjugate vaccine (PCV7) in different regions of the world, [8,9] becoming a prevalent cause of IPD. PCV7 was introduced in Bogota in 2008, and from January 2012 it was replaced by the decavalent vaccine (PCV10) in the national immunization schedule (PAI, in Spanish) in a 2 + 1 scheme at 2, 4 and 12 months.[10] In 2016, Colombia reported a vaccination coverage for the third dose of pneumococcus of 89%; in Bogota coverage was 93%.[11] It has been documented that serotype 19A has a high invasive potential and high rates of antibiotic resistance, conditions that have raised concerns regarding clinical outcomes in infected patients.[12-1314] It has been proposed to optimize the epidemiological surveillance of IPD. In Bogota, there is an initiative led by the Colombian Association of Infectious Diseases (Asociación Colombiana de Infectología – ACIN) and the Colombian Society of Pediatrics (Sociedad Colombiana de Pediatría – SCP) called Red Neumocolombia, which since 2012 has conducted epidemiological surveillance of IPD in 10 hospitals in the city. There are regional publications on the behavior of the serotype after vaccination with PCV10, including 19A.[15-20] However, there are no recent publications on the behavior of serotype 19A in Bogota after the massive use of PCV10. Therefore, the objective of this study was to analyze the demographic and clinical characteristics and outcomes of invasive serotype 19A pneumococcal diseases by in pediatric patients in Bogota, Colombia, between 2008 and 2017.

Materials and methods

Population

The study included patients younger than 18 years who were diagnosed with IPD and were admitted to health institutions where the study was conducted between January 2008 and December 2017.

Place of the study

Bogotá is the capital city of Colombia, with a population of 7,150,000 inhabitants in 2018 of which approximately 2,500,000 are under 19 years of age.[21] Surveillance is performed in 10 tertiary care hospitals, some of which are state hospitals.

Data collection

This was an ambispective study. The data were collected retrospectively from 2008 to 2011 and prospectively from 2012 to 2017. Surveillance was conducted in a transitional period when PCV10 was implemented in the national immunization schedule, which began to be administered in January 2012.[10] Invasive pneumococcal disease (IPD) is defined when there is a Streptococcus pneumoniae isolate in the culture of a sterile site. This category includes cases of bacteremic pneumococcal pneumonia, meningitis, primary bacteremia and osteoarticular infection. These cases were identified in the laboratory of each institution. From this information, clinical history data were completed using a standardized case report format. Susceptibility information was obtained from the laboratory of each institution using automated methods: 7 using Vitek 2® (BioMérieux, Marcy l‘Etoile, France), 3 using BD Phoenix®. The susceptibility categories “susceptible”, “intermediate” and “resistant” met the definitions of the Institute of Clinical and Laboratory Standards of the United States (CLSI 2017). As part of routine surveillance, the isolates should be sent to the District Health Department (Secretaria Distrital de Salud – SDS), where the isolate is reconfirmed and sent to the National Institute of Health (INS), where serotyping by the Quellung method and by polymerase chain reaction, as appropriate, is performed. The serotyping data were taken from the report sent by the SDS and INS to the institutions. The vaccination data were obtained from medical records and from the website of the District Health Department of Bogotá (http://appb.saludcapital.gov.co/Pai/publico/busqueda.aspx). The information was recorded in an Excel document (2010).

Statistical analysis

A descriptive analysis of demographic, clinical and laboratory variables of patients with IPD by Spn 19A was performed. The trend over time of the serotype, the profiles of antimicrobial susceptibility and clinical outcomes are described.

Ethical considerations

The study was approved by the ethics committee of each participating institution. This is a risk-free study in which retrospective research techniques and methods were used. There was no intervention or intentional modification of the biological, physiological, psychological or social variables of the individuals who participated in the study. The identity of the patients was known only to the principal investigator, according to the consecutive medical histories.

Results

Prevalence and trends of Spn19A over time

During the study period (2008–2017), 463 cases of IPD were recorded in the network, 317 (68.5%) with known serotypes, of which 237 (74.8%) were patients under 5 years of age. The prevalence of IPD by Spn19A was 17.7% (56 cases). The prevalence of Spn19A isolates in patients aged 0 to 17 years in the period 2008–2011 was 4.4% (5/115), between 2012–2013 was 8.3% (5/60) and between 2014–2017 was 32.4% (46/142). In children under 5 years, between 2008–2011, it was 4.7% (4/85), between 2012–2013 it was 10.5% (4/38) and between 2014–2017 it was 36.8% (42/114). This was the most frequent serotype in the last 3 years. Figure 1 compares the percentage of Spn19A isolates from the total serotype isolates in children under 5 years found in the present study with the national data reported by the National Institute of Health.
Figure 1.

The proportion of Spn19A cases in Bogota and Colombia that cause IPD in children under 5 years; 2008–2017.

The proportion of Spn19A cases in Bogota and Colombia that cause IPD in children under 5 years; 2008–2017. Figure 2 shows an increase in the proportion of IPD caused by Spn19A higher than that observed in the other serotypes not included in PCV10 or included in PCV13 and higher than what was observed in the serotypes not included in any PCV.
Figure 2.

Isolate proportion of 19A compared to the other serotypes included in the PCV10 vaccine, the two additional serotypes in PCV13, and the nonvaccinated serotypes, in children under 18 years of age.

Isolate proportion of 19A compared to the other serotypes included in the PCV10 vaccine, the two additional serotypes in PCV13, and the nonvaccinated serotypes, in children under 18 years of age.

Clinical and demographic characteristics

Among the demographic characteristics, 29 (51.8%) patients were male, and 50 (89.3%) were younger than 5 years. The most frequent diagnosis was pneumonia, with 45 cases (80.4%), followed by primary bacteremia (6 cases (10.7%)), meningitis (3 cases (5.4%)) and osteoarticular infection (2 cases (3.6%)). The distribution of diagnoses by age group is presented in Table 1.
Table 1.

Diagnostics by age group in cases of IPD by Spn19A.

Age group0 – 2 years2 – 5 years> 5 yearsTotal
Pneumonia930645
Bacteremia1506
Meningitis1203
Other1102
Total1238656
Diagnostics by age group in cases of IPD by Spn19A. Regarding antecedents, 24 (42.9%) patients attended an educational institution. Information on vaccination status was obtained for 46 (82.1%) patients. Of these, 44 (95.6%) had received some type of conjugate vaccine, 40 (91%) received PCV10, 2 (4.5%) received PCV7 and 2 (4.5%) received PCV13. Thirty-eight (86.3%) cases had a complete vaccination schedule of 3 doses, of which 34 (89%) were PCV10. Information on prior antibiotic use was obtained for 32 (57.1%) patients. Of these, 8 (25%) had received a first-line treatment for Spn. In 17 patients, risk factors for IPD were identified: 6 (10.7%) had at least one episode of otitis media in the last year, 6 (10.7%) had chronic diseases (neurological disorders (3), malnutrition (1), kidney failure (1) and chronic lung disease (1)) and 2 (3.6%) patients had neoplasms. The most frequent clinical manifestations in cases of pneumonia were fever (91.1%), cough (75.6%) and respiratory distress (31.1%). All patients with pneumonia had a chest X-ray report, with the most frequent findings being consolidation (82.2%), pleural effusion (26.7%) and interstitial infiltrates (17.8%). Cases of meningitis presented fever (100%), irritability (66.6%) and lethargy (66.6%). The average length of hospital stay of patients who survived was 14.9 days and was 12.2 days for patients who died. The median length of hospital stay in all patients was 10.5 days (IQR 5 to 20.5 days); 23 (41%) were admitted to the intensive care unit, and the median length of stay in the ICU was 4 days (IQR from 2 to 11 days). One patient had an extended stay of 50 days. Mortality was 10.7% (6), with 83.3% (5) younger than 5 years.

Microbiological characteristics

Complete information on susceptibility to antibiotics was obtained in all cases. Figure 3 describes the susceptibility profile of the nonmeningeal isolates over time. There is an increase in non-susceptible to penicillin isolates from 20% in the period 2008–2011 to 43% in the period 2014–2017. There is also an increase in non-susceptible to cefotaxime, erythromycin and clindamycin isolates. In total 21 (39.6%) isolates were not susceptible to penicillin, 17 (32,1%) isolates were not susceptible to cefotaxime, 31(58,5%) were not susceptible to erythromycin and 22 (41,5%) were not susceptible to clindamycin.Of the 3 meningeal isolates, 1 (33.3%) had decreased susceptibility to penicillin.
Figure 3.

Nonmeningeal susceptibility profile of Spn19A strains (N = 53).

Nonmeningeal susceptibility profile of Spn19A strains (N = 53). Twenty-one isolates (37.5%) of Spn19A were susceptible to all antibiotics, 8 (14.3%) were resistant to one family of antibiotics, 14 (25%) were resistant to 2, 4 (7.1%) were resistant to 3, 7 (12.5%) were resistant to 4 and 2 (3.6%) were resistant to 5 families of antibiotics. A total of 27 (48.2%) were multidrug resistant.

Discussion

The study provides recent data on the epidemiological and clinical behavior of IPD by serotype 19A in Bogota. We found that serotype 19A is a prevalent cause of IPD in the analyzed pediatric population, mainly in children under 5 years of age, similar to that reported in other studies[2,15,22-26] We found an increasing trend over time, from 0% in 2008 to 33% in 2017 in those under 18 years of age and from 0% in 2008 to 36.6% in children under 5 years of age, an increase observed especially since 2013. Data from this study are similar to data in children under 5 years published by the INS[25] in which the prevalence increases from 3.5% in 2008 to 43% in 2017. When analyzing this information for the different periods in relation to the systematic application of the vaccine nationally, the INS reported a prevalence of Spn19A in the period 2008–2011 of 7.2% (37/510), in 2012–2013 of 11.6% (19/164) and in 2014–2017 of 36.3% (161/443), similar to the data found in this study. Between 2016 and 2017, we found a slight decrease, from 42.5% to 33.3%, which was not observed in the national data, where the prevalence increased from 39% in 2016 to 43% in 2017.[25] Therefore, it is unlikely that this is a cyclical behavior. In addition, a time series study using national surveillance data showed that this increase was statistically significant.[19] This behavior observed in Colombia is similar to the behavior observed in Brazil and Chile after the introduction of PCV10.[15,16,17, 23,24,26] These data differ from those published in a recent systematic review that included data up to 2015.[18] In the present study, an upward trend was observed after 2008, and this trend increased between 2013 and 2017, showing an increase of 300%. Studies carried out in other countries that have implemented PCV13 immunization in the routine infants programs, have shown a decrease in the prevalence and incidence of Spn 19A.[3,27-28, 29, 31, 3234] Moore et al reports a decrease in the prevalence of Spn19A in children under 5 years old, in the USA, from 52,8% to 11,11% after the implementation of PCV13.[30] Ben Shimol et al reports a decrease in the incidence of IPD for Spn19A in children under 5 years old in Israel, from 5 × 100.000 to 1.6 × 100.000 after the implementation of PCV13.[33] Serotype replacement leads to colonization and to IPD by serotypes not included in conjugate vaccines.[2,35,36] The increase in the frequency of Spn19A has been explained in part by the introduction of conjugate vaccines; other factors that may explain this behavior include the selection pressure by antibiotics, the introduction of new clones and the expansion or combination of these factors.[35,37,38] Hence, it is important to continue an active IPD surveillance program to obtain objective information on their epidemiological behavior and to propose health care measures for these diseases.[39] The most common clinical presentation of IPD by serotype 19A in this analysis was pneumonia, similar to that reported by an Argentinean study, [22] followed by primary bacteremia and meningitis. In the study conducted by the CASPER group (The Calgary Area Streptococcus pneumoniae Epidemiology Research), serotype 19A was a frequent cause of IDP in children under 5 years of age, but unlike our findings, the primary diagnosis in this age group was meningitis (14.2% of IPD).[4,12] In the Cassiolato study, 37.7% of the cases were meningitis, and 62.3% were isolates from patients with nonmeningeal pathologies.[15] Other less frequent manifestations of IPD, such as osteoarticular infection, corresponded to 3.6% in the current study, a frequency similar to that found in other studies.[40] In the present analysis, 10.7% of patients had a chronic predisposing disease, and 3.6% of patients had a history of cancer, a figure lower than that found in the study of Kaplan et al.[8] in which they reported that 30% of patients had predisposing conditions. The majority of patients who presented IPD for 19A had undergone a complete vaccination schedule with 3 doses of PCV10, suggesting that the emergence of Spn19A occurs in vaccinated children and that cross-protection of PCV10 against this serotype is not generated, phenomena similar to that described in Chile.[16] In the analysis performed by Ramos et al.,[20] of the 19A isolates found in Colombia for the period 1994–2012 in the IPD surveillance program, nonmeningeal isolates resistant to penicillin comprised 1.1%, and intermediate resistance comprised 32.2%. In the present study, 24.5% were resistant and 14.5% were intermediate, not susceptibility isolates increasing from 20%% in 2008–2011 to 43% in 2014–2017, which shows an increase in the proportion of isolates not susceptible to penicillin for this serotype. Similar findings are observed with cefotaxime, erythromycin and clindamycin. This resistance has been especially associated with the expansion of the multidrug-resistant clone 320 documented in Colombia[20] and in other countries after the introduction of PCV10, including in Brazil, [15] Chile[16] and Bulgaria.[41] This increase in the resistance of Spn19A, together with the increase in its frequency, has led to a decrease in sensitivity to penicillin in Streptococcus pneumoniae isolates in children under 5 years of age, according to national surveillance system data. In 2008, the susceptibility to penicillin in nonmeningeal Spn isolates was 86.8%, and in 2017 it was 65.9%; a similar situation was observed with ceftriaxone, whose susceptibility in nonmeningeal strains decreased from 85.1% in 2008 to 72.9% in 2017 and with erythromycin, whose susceptibility decreased from 93% to 53.4% in the same period.[25] In relation to clinical outcomes, 41% of patients were admitted to the ICU. In a Canadian study (4) the percentage of ICU admissions was lower (20.8%). Mortality in the present study was 10.7% higher than that reported in other studies that analyzed the overall mortality caused by all serotypes.[42] In this study, mortality was concentrated in patients under 5 years of age. Spn19A has an aggressive clinical behavior, with a high percentage of ICU admissions and a prolonged hospital stay, which, together with increased resistance to penicillin, increase the costs of health care.

Limitations of the study

Given the retrospective component of the study, there were difficulties in obtaining complete immunization data, a process that has been improved with the help of the digital tool from the city of Bogota and the Ministry of Health PAI website. The missing serotyping data represent a limitation because there may be serotypes of 19A that could not be identified. Over time, the surveillance process has strengthened the reporting of IPD at the regional level, with more frequent serotyping of the isolates. As is mentioned, one limitation is the retrospective character of the data previous to PCV10 introduction that makes it difficult to compare with the prospective analysis after its Introduction. This study provides information on the epidemiological behavior of Spn19A in the pediatric population of Bogotá, Colombia, with a multicentric sample over a significant period of time, providing information on the trend of IPDs by Spn19A over time as well as the sensitivity profile. There is a clear increase in frequency and resistance. These findings are considered to be a substantial change in the epidemiology of IPDs, which, according to WHO,[43] should lead to evaluating changes to the vaccination schedule and including a vaccine with direct protection against this serotype.
  34 in total

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Authors:  Liset Olarte; William J Barson; Ryan M Barson; Philana Ling Lin; José R Romero; Tina Q Tan; Laurence B Givner; John S Bradley; Jill A Hoffman; Kristina G Hultén; Edward O Mason; Sheldon L Kaplan
Journal:  Clin Infect Dis       Date:  2015-05-13       Impact factor: 9.079

Review 2.  Streptococcus pneumoniae serotype 19A: worldwide epidemiology.

Authors:  Raul Isturiz; Heather L Sings; Betsy Hilton; Adriano Arguedas; Ralf-René Reinert; Luis Jodar
Journal:  Expert Rev Vaccines       Date:  2017-08-28       Impact factor: 5.217

3.  Rise of multidrug-resistant Streptococcus pneumoniae clones expressing non-vaccine serotypes among children following introduction of the 10-valent pneumococcal conjugate vaccine in Bulgaria.

Authors:  L Setchanova; A Alexandrova; D Pencheva; I Sirakov; K Mihova; R Kaneva; I Mitov
Journal:  J Glob Antimicrob Resist       Date:  2018-05-24       Impact factor: 4.035

4.  [Characterization of patients who died of invasive pneumococcal disease in the child population of Bogota, Colombia].

Authors:  Juan Pablo Rojas; Aura Lucia Leal; Jaime Patiño; Anita Montañez; Germán Camacho; Sandra Beltrán; Carolina Bonilla; Rocio Barrero; Cristina Mariño; Nicolás Ramos
Journal:  Rev Chil Pediatr       Date:  2015-11-25

5.  Expansion of serotype coverage in the universal pediatric vaccination calendar: short-term effects on age- and serotype-dependent incidence of invasive pneumococcal clinical presentations in Madrid, Spain.

Authors:  Juan Picazo; Jesus Ruiz-Contreras; Juan Casado-Flores; Sagrario Negreira; Maria-Jesus García-de-Miguel; Teresa Hernández-Sampelayo; Enrique Otheo; Cristina Méndez
Journal:  Clin Vaccine Immunol       Date:  2013-08-07

Review 6.  Pneumococcal disease caused by serotype 19A: review of the literature and implications for future vaccine development.

Authors:  Rene Reinert; Michael R Jacobs; Sheldon L Kaplan
Journal:  Vaccine       Date:  2010-04-21       Impact factor: 3.641

Review 7.  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.

Authors:  Daniel J Isaacman; E David McIntosh; Ralf R Reinert
Journal:  Int J Infect Dis       Date:  2009-08-22       Impact factor: 3.623

8.  Emergence of a multidrug-resistant clone (ST320) among invasive serotype 19A pneumococci in Spain.

Authors:  Carmen Ardanuy; Dora Rolo; Asunción Fenoll; David Tarrago; Laura Calatayud; Josefina Liñares
Journal:  J Antimicrob Chemother       Date:  2009-06-17       Impact factor: 5.790

Review 9.  Streptococcus pneumoniae serotype 19A in Latin America and the Caribbean: a systematic review and meta-analysis, 1990-2010.

Authors:  Elizabeth Castañeda; Clara Inés Agudelo; Rodrigo De Antonio; Diego Rosselli; Claudia Calderón; Eduardo Ortega-Barria; Rómulo E Colindres
Journal:  BMC Infect Dis       Date:  2012-05-28       Impact factor: 3.090

10.  Burden of Streptococcus pneumoniae and Haemophilus influenzae type b disease in children in the era of conjugate vaccines: global, regional, and national estimates for 2000-15.

Authors:  Brian Wahl; Katherine L O'Brien; Adena Greenbaum; Anwesha Majumder; Li Liu; Yue Chu; Ivana Lukšić; Harish Nair; David A McAllister; Harry Campbell; Igor Rudan; Robert Black; Maria Deloria Knoll
Journal:  Lancet Glob Health       Date:  2018-07       Impact factor: 26.763

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Journal:  IJID Reg       Date:  2022-04-28

2.  Reply to 'Emergence of Streptococcus pneumoniae serotype 19A (Spn19A) in the pediatric population in Bogotá, Colombia as the main cause of invasive pneumococcal disease after the introduction of PCV10'.

Authors:  Javier Nieto Guevara; Patricia Izurieta
Journal:  Hum Vaccin Immunother       Date:  2020-07-09       Impact factor: 3.452

Review 3.  Serotype distribution of invasive, non-invasive and carried Streptococcus pneumoniae in Malaysia: a meta-analysis.

Authors:  Alex J J Lister; Cheng Foh Le; Eddy Seong Guan Cheah; Mohd Nasir Mohd Desa; David W Cleary; Stuart C Clarke
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4.  Laboratory-based surveillance in Latin America: attributes and limitations in evaluation of pneumococcal vaccine impact.

Authors:  Javier Nieto Guevara; Adriana Guzman-Holst
Journal:  Hum Vaccin Immunother       Date:  2021-10-07       Impact factor: 3.452

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Authors:  Germán Camacho-Moreno; Carolina Duarte; Diego García; Viviana Calderón; Luz Yanet Maldonado; Liliana Castellar; Jaime Moreno; Jacqueline Palacios; Ángela Gallego; Orlando Castillo; Olga Sanabria; Ivy Talavera; Rubén Montoya
Journal:  Biomedica       Date:  2021-10-15       Impact factor: 0.935

6.  Changes in the incidence of acute bacterial meningitis caused by Streptococcus pneumoniae and the implications of serotype replacement in children in Colombia after mass vaccination with PCV10.

Authors:  Juan David Farfán-Albarracín; Germán Camacho-Moreno; Aura Lucia Leal; Jaime Patiño; Wilfrido Coronell; Iván Felipe Gutiérrez; Sandra Beltrán; Martha I Álvarez-Olmos; Cristina Mariño; Rocio Barrero; Juan Pablo Rojas; Fabio Espinosa; Catalina Arango-Ferreira; Maria Alejandra Suarez; Monica Trujillo; Eduardo López-Medina; Pio López; Hernando Pinzón; Nicolás Ramos; Vivian Marcela Moreno; Anita Montañez
Journal:  Front Pediatr       Date:  2022-09-23       Impact factor: 3.569

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