Displaying publications 1 - 20 of 53 in total

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  1. Intan IH, Rozita AR, Norlijah O
    Ann Trop Paediatr, 2009 Sep;29(3):235-8.
    PMID: 19689868 DOI: 10.1179/027249309X12467994694139
    The majority of cases of purpura fulminans are associated with Neisseria meningitidis sepsis. However, other bacteria, including Streptococcus pneumoniae, can also be the cause. Underlying predisposing conditions are immunodeficiencies and splenic dysfunction, the latter being the most frequent in the paediatric age group. Purpura fulminans secondary to pneumococcal sepsis in a healthy infant is described.
    Matched MeSH terms: Pneumococcal Infections/complications*
  2. Ismail IH, Zainudin Z, Othman N
    Singapore Med J, 2014 Sep;55(9):506.
    PMID: 25273938
    Matched MeSH terms: Pneumococcal Infections/diagnosis*
  3. Devine VT, Jefferies JM, Clarke SC, Faust SN
    J Immunol Res, 2015;2015:394368.
    PMID: 26351646 DOI: 10.1155/2015/394368
    Seven-valent pneumococcal conjugate vaccine (PCV7) was included in the UK national immunisation program in 2006, and this was replaced by thirteen-valent PCV in 2010. During this time, the carriage of vaccine-type Streptococcus pneumoniae decreased but pneumococcal carriage remained stable due to increases in non-vaccine-type S. pneumoniae. Carriage studies have been undertaken in various countries to monitor vaccine-type replacement and to help predict the serotypes, which may cause invasive disease. There has been less focus on how conjugate vaccines indirectly affect colonization of other nasopharyngeal bacteria. If the nasopharynx is treated as a niche, then bacterial dynamics are accepted to occur. Alterations in these dynamics have been shown due to seasonal changes, antibiotic use, and sibling/day care interaction. It has been shown that, following PCV7 introduction, an eradication of pneumococcal vaccine types has resulted in increases in the abundance of other respiratory pathogens including Haemophilus influenzae and Staphylococcus aureus. These changes are difficult to attribute to PCV7 introduction alone and these studies do not account for further changes due to PCV13 implementation. This review aims to describe nasopharyngeal cocarriage of respiratory pathogens in the PCV era.
    Matched MeSH terms: Pneumococcal Infections/immunology*; Pneumococcal Infections/microbiology; Pneumococcal Infections/prevention & control*
  4. Sithra R, Jeyaseelan N, Rohaiza B, Norlijah O
    Med J Malaysia, 2020 01;75(1):57-61.
    PMID: 32008022
    INTRODUCTION: Invasive pneumococcal disease (IPD) a leading cause of death and morbidity in children below five-yearsold. This study aims to compare the varied presentation and clinical course of IPD in two different tertiary hospitals in Malaysia.

    METHODOLOGY: A retrospective study of all positive Streptococcus pneumoniae isolates consistent with invasive disease from children below 14 years of age hospitalised in two tertiary hospitals; between year 2012 and 2016 was conducted. IPD cases were defined as isolates of S. pneumoniae from a normally sterile body fluid site.

    RESULTS: Fifty-four patients were identified in both centres, 35 (65%) from HRPB as compared to 19 (35%) from HS. Majority of cases (14/35, 40 %) in HRPB were of Orang Asli in comparison to Malay children (16/19, 84%) in HS. Septicaemia, pneumonia and meningitis were the most common clinical presentation of IPD in both centres. There was a noticeably higher percentage of isolates found to be non-susceptible (NS) in HS (62.5%) as compared to HRPB (37.5%) although of no statistical significance. Mortality rate was higher in HRPB (26%) in comparison to 11% in HS.

    CONCLUSION: This study highlighted the varied presentation of IPD in two different hospital settings. Although both deemed as urban centres, this study emphasises the importance of understanding socio-demography, health facility availability and primary care practices as it significantly alters the clinical course of a disease.

    Matched MeSH terms: Pneumococcal Infections/drug therapy; Pneumococcal Infections/epidemiology; Pneumococcal Infections/physiopathology*
  5. Bravo LC, Asian Strategic Alliance for Pneumococcal Disease Prevention (ASAP) Working Group
    Vaccine, 2009 Dec 9;27(52):7282-91.
    PMID: 19393708 DOI: 10.1016/j.vaccine.2009.04.046
    This paper represents a collaborative effort by the Asian Strategic Alliance for Pneumococcal Disease Prevention (ASAP) Working Group to collate data on the disease burden due to invasive pneumococcal disease (IPD) in participating Asian countries and territories; namely, Hong Kong, India, Indonesia, Korea, Macau, Malaysia, Pakistan, the Philippines, Singapore, Sri Lanka, Taiwan and Thailand. A review of both published and unpublished data revealed that the incidence of IPD in some countries is well documented by way of large, long-duration studies, while in other countries, much of the available data have been extrapolated from international studies or have come from small population studies of limited geographical coverage. This paper confirms that data regarding the incidence of IPD in Asia are grossly lacking and reinforces the need for urgent and more substantial studies.
    Matched MeSH terms: Pneumococcal Infections/epidemiology*
  6. Lim LH, Lee WS, Parasakthi N
    J Paediatr Child Health, 2007 May;43(5):366-9.
    PMID: 17489826
    New conjugate vaccine for Streptococcus pneumoniae has been introduced in Malaysia recently. Information on infection due to S. pneumoniae in Malaysian children is scarce. We conducted a retrospective chart review of childhood invasive pneumococcal disease (IPD) presented to a single centre in Malaysia.
    Matched MeSH terms: Pneumococcal Infections/physiopathology*
  7. Jamal F, Tirathram M, Hussin Z
    Med J Malaysia, 1983 Jun;38(2):102-3.
    PMID: 6621437
    The isolation of a penicillm. resistant strain of Streptococcus pneumoniae is being reported and indicates the need to screen pneumococcal isolates for resistance towards antibiotics.
    Matched MeSH terms: Pneumococcal Infections/drug therapy
  8. Jamal F, Pit S, Isahak I, Abdullah N, Zainal Z, Abdullah R, et al.
    PMID: 3660072
    A total of 90 cases of pneumococcal infections were identified at a major referral hospital in Kuala Lumpur, Malaysia during a study period of four years. Pneumonia was the most common clinical presentation (41 cases) followed by meningitis (19 cases). Of 48 patients who were followed-up during the microbiology consultation round, 11 died, 9 were children below two years old. Capsular typing was carried out on 57 strains of Streptococcus pneumoniae isolated from blood and body fluids of 43 children and 14 adults. 38 strains isolated from pharyngeal specimens were also typed. Types 6A (11 strains), 6B (7 strains), 14 (8 strains) and 19A (8 strains) predominated in children. The strains from older patients comprised 3 isolates from cerebrospinal fluid (types 18B, 6B and 14), five from blood (4 strains, type 1 and 1 strain, type 4) and six from pus (1 strain, type 14, 3 strains type 23F and 2 strains type 34). The isolates from pharyngeal specimens belonged to capsular type similar to those implicated in infections. 90% of the types reported in this study are included in the 23 valent pneumococcal vaccines. Minimum inhibitory concentrations of penicillin, cefuroxime, chloramphenicol and rifampicin were determined for selected strains. 4.1% of isolates were resistant to penicillin (3/74), 4.5% to cefuroxime (2/44), 6.5% to chloramphenicol (3/46) and 14.6% to rifampicin (6/41).
    Matched MeSH terms: Pneumococcal Infections/epidemiology*
  9. Jauneikaite E, Jefferies JM, Hibberd ML, Clarke SC
    Vaccine, 2012 May 21;30(24):3503-14.
    PMID: 22475858 DOI: 10.1016/j.vaccine.2012.03.066
    BACKGROUND: Streptococcus pneumoniae is a major cause of bacterial infections resulting in significant morbidity and mortality worldwide. Currently, up to 13 serotypes are included in pneumococcal conjugate vaccines (PCVs). However, the serotype formulation of these vaccines was initially designed to protect children against serotypes most commonly causing invasive disease in North America, and may not reflect the serotype distribution across the world. Data regarding pneumococcal epidemiology from the other parts of the world, in particular South East Asia, has not been reviewed.
    METHODS: This systematic literature review analyses published serotype data regarding S. pneumoniae isolates from South East Asian countries (defined as countries belonging to the Association of South East Asian Nations, ASEAN): Brunei, Cambodia, Indonesia, Laos, Malaysia, Myanmar, Philippines, Singapore, Thailand and Vietnam up to 3rd of March 2012.
    RESULTS: Analysis of data from six ASEAN countries, from which information on pneumococcal serotypes was available, showed that the most common disease causing serotypes (in rank order) were 19F, 23F, 14, 6B, 1, 19A and 3. Serotype distribution of pneumococcal isolates was similar across the ASEAN region. Serotype level data was more commonly reported for pneumococcal isolates causing invasive pneumococcal disease than for those from non-invasive disease. Studies from Malaysia, Thailand and Singapore contributed the largest proportion of pneumococcal isolates, and serotype data, when compared to other ASEAN countries.
    CONCLUSION: This review demonstrates that the majority of IPD causing serotypes in SE Asia are included in currently licensed PCVs. However, PCV's are included in the routine childhood immunisation schedule of only one of the ten countries included in this analysis. Our findings demonstrate the scarcity of information available on serotype prevalence and distribution of pneumococci in SE Asia.
    Matched MeSH terms: Pneumococcal Infections/microbiology*; Pneumococcal Infections/epidemiology*; Pneumococcal Infections/prevention & control
  10. Rohani MY, Raudzah A, Ng AJ, Ng PP, Zaidatul AA, Asmah I, et al.
    Epidemiol Infect, 1999 Feb;122(1):77-82.
    PMID: 10098788
    During a 1-year period from October 1995 to September 1996, 273 isolations of Streptococcus pneumoniae were made from various types of clinical specimens. The majority of the isolates (39.2%) were from sputum whilst 27.5% were from blood, CSF and other body fluids. The organism was isolated from patients of all age groups, 31.1% from children aged 10 years and below, 64.7% of which come from children aged 2 years or below. The majority of the isolates belong to serotypes 1, 6B, 19B, 19F and 23F. Serotypes 1 and 19B were the most common serotypes associated with invasive infection. About 71.9% of the invasive infections were due to serotypes included in the available 23 valent polysaccharide vaccine. The rates of resistance to penicillin and erythromycin were 7.0 and 1.1% respectively. Our findings show that the serotypes of S. pneumoniae causing most invasive infections in Malaysia are similar to those in other parts of the world and the available vaccine may have a useful role in this population.
    Matched MeSH terms: Pneumococcal Infections/microbiology*; Pneumococcal Infections/epidemiology*; Pneumococcal Infections/prevention & control
  11. Malik AS, Ismail A, Pennie RA, Naidu JV
    J Trop Pediatr, 1998 02;44(1):10-4.
    PMID: 9538599 DOI: 10.1093/tropej/44.1.10
    Streptococcus pneumoniae (S. pneumoniae) is the most common bacterial cause of pneumonia, meningitis, and otitis media, with the highest incidence among young children and the elderly. S. pneumoniae was once routinely susceptible to penicillin, but since the mid-1980s the incidence of resistance to penicillin and other antimicrobial agents has been increasing all over the world. To optimize empirical regimens and initial therapy for S. pneumoniae infections, clinical healthcare providers must be informed about the prevalence and pattern of drug resistance among the isolates in their communities. No such data are available for the Malaysian population. Therefore, this study was designed to determine the antibiotic susceptibility pattern of S. pneumoniae among colonized pre-school children in Kota Bharu, Malaysia. Pharyngeal swabs were collected from children 1 month to 6 years of age. S. pneumoniae isolates were identified according to the standard and tested for penicillin resistance with a 1-microgram oxacillin disk by the Kirby-Bauer disk diffusion methods. Of 355 nasopharyngeal specimens obtained from kindergarten students, in-patients and pediatric clinics over a period of 1 year, S. pneumoniae was isolated from 36 (10 per cent). All isolates, except one, were susceptible to penicillin. The resistant isolates was susceptible to erythromycin, chloramphenicol and cephalosporins.
    Study site: kindergarten, schools, pediatric outpatients clinics, and in-patient wards of Hospital Universiti Sains Malaysia (HUSM), Kelantan, Malaysia.
    Matched MeSH terms: Pneumococcal Infections/drug therapy; Pneumococcal Infections/epidemiology; Pneumococcal Infections/prevention & control*
  12. Hawes RB
    Malayan Medical Journal, 1931;6:108-110.
    Matched MeSH terms: Pneumococcal Infections
  13. Wu DB, Chaiyakunapruk N, Chong HY, Beutels P
    Vaccine, 2015 Mar 30;33(14):1633-58.
    PMID: 25681663 DOI: 10.1016/j.vaccine.2015.01.081
    BACKGROUND: Seven-valent pneumococcal conjugate vaccines (PCV7) have been used in children for more than a decade. Given the observed increase in disease caused by pneumococcal serotypes not covered by PCV7, an increasing number of countries are switching from 7-valent to 10- and 13-valent PCVs ("PCV10" and "PCV13"). Economic evaluations are important tools to inform decisions and price negotiations to make such a switch.
    OBJECTIVE: This review aims to provide a critical assessment of economic evaluations involving PCV10 or PCV13, published since 2006.
    METHODS: We searched Scopus, ISI Web of Science (SCI and SSCI) and Pubmed to retrieve, select and review relevant studies, which were archived between 1st January 2006 and 31st January 2014. The review protocol involved standard extraction of assumptions, methods, results and sponsorships from the original studies.
    RESULTS: Sixty-three economic evaluations on PCVs published since January 2006 were identified. About half of these evaluated PCV10 and/or PCV13, the subject of this review. At current prices, both PCV13 and PCV10 were likely judged preferable to PCV7. However, the combined uncertainty related to price differences, burden of disease, vaccine effectiveness, herd and serotype replacement effects determine the preference base for either PCV10 or PCV13. The pivotal assumptions and results of these analyses also depended on which manufacturer sponsored the study.
    CONCLUSION: A more thorough exploration of uncertainty should be made in future analyses on this subject, as we lack understanding to adequately model herd and serotype replacement effects to reliably predict the population impact of PCVs. The introduction of further improved PCVs in an environment of evolving antibiotic resistance and under the continuing influence of previous PCVs implies that the complexity and data requirements for relevant analyses will further increase. Decision makers using these analyses should not just rely on an analysis from a single manufacturer.
    KEYWORDS: Cost-effectiveness; Cost–benefit; Pneumococcal conjugate vaccine; Streptococcus pneumoniae
    Matched MeSH terms: Pneumococcal Infections/economics; Pneumococcal Infections/prevention & control*
  14. Le CF, Jefferies JM, Yusof MY, Sekaran SD, Clarke SC
    Expert Rev Anti Infect Ther, 2012 Jun;10(6):707-19.
    PMID: 22734960 DOI: 10.1586/eri.12.54
    In Malaysia, various aspects of the epidemiology of pneumococcal carriage and disease remain largely unclear due to the lack of supporting data. Although a number of relevant studies have been documented, their individual discrete findings are not sufficient to inform experts on pneumococcal epidemiology at a national level. Therefore, in this review we aim to bring together and systematically evaluate the key information regarding pneumococcal disease epidemiology in Malaysia and provide a comprehensive overview of the data. Major aspects discussed include pneumococcal carriage, disease incidence and prevalence, age factors, invasiveness of pneumococci, serotypes, molecular epidemiology and antibiotic susceptibility. Penicillin resistance is increasingly prevalent and studies suggest that the majority of pneumococcal serotypes causing pneumococcal disease in Malaysia are covered by currently available conjugate vaccines. Continued surveillance is needed to provide a better understanding of pneumococcal epidemiology in Malaysia.
    Matched MeSH terms: Pneumococcal Infections/microbiology; Pneumococcal Infections/epidemiology*
  15. Appelbaum PC
    Clin Infect Dis, 1992 Jul;15(1):77-83.
    PMID: 1617076
    Clinical resistance to penicillin in Streptococcus pneumoniae was first reported by researchers in Boston in 1965; subsequently, this phenomenon was reported from Australia (1967) and South Africa (1977). Since these early reports, penicillin resistance has been encountered with increasing frequency in strains of S. pneumoniae from around the world. In South Africa strains resistant to penicillin and chloramphenicol as well as multiresistant strains have been isolated. Similar patterns of resistance have been reported from Spain. Preliminary evidence points to a high prevalence of resistant pneumococci in Hungary, other countries of Eastern Europe, and some countries in other areas of Europe, notably France. In the United States most reports of resistant pneumococci come from Alaska and the South, but resistance is increasing in other states and in Canada. Pneumococcal resistance has also been described in Zambia, Japan, Malaysia, Pakistan, Bangladesh, Chile, and Brazil; information from other African, Asian, and South American countries is not available. The rising prevalence of penicillin-resistant pneumococci worldwide mandates selective susceptibility testing and epidemiological investigations during outbreaks.
    Matched MeSH terms: Pneumococcal Infections/drug therapy; Pneumococcal Infections/epidemiology*
  16. Ounsirithupsakul T, Dilokthornsakul P, Kongpakwattana K, Ademi Z, Liew D, Chaiyakunapruk N
    Appl Health Econ Health Policy, 2020 08;18(4):579-587.
    PMID: 32009211 DOI: 10.1007/s40258-020-00553-0
    BACKGROUND: Pneumococcal diseases were estimated to cause 1.6 million deaths annually worldwide in 2008, with approximately half of these occurring in children aged under 5 years. The consequences and deaths adversely impact individuals' and caregivers' work productivity.

    OBJECTIVES: This study aimed to quantify the potential lifetime productivity loss due to pneumococcal diseases among the pediatric population in Thailand using productivity-adjusted life years (PALYs).

    METHODS: A decision analytic model was used to estimate the burden of pneumococcal diseases among the current Thai population aged 0-5 years and followed up until aged 99 years or death. Base-case analysis compared years of life and PALYs lost to pneumococcal diseases. Scenario analyses investigated the benefits of prevention with pneumococcal conjugated vaccine 13 (PCV 13). All health outcomes were discounted at 3% per annum.

    RESULTS: The base-case analysis estimated that 453,401 years of life and 457,598 PALYs would be lost to pneumococcal diseases, equating to a loss of US$5586 (95% CI 3338-10,302) million. Vaccination with PCV13 at birth was estimated to save 82,609 years of life and 93,759 PALYs, which equated to US$1144 (95% CI 367-2591) million in economic benefits. The incidence of pneumonia in those aged 0-4 years, vaccine efficacy, and the assumed period of protection were key determinants of the health economic outputs.

    CONCLUSIONS: The disease and financial burden of pneumococcal diseases in Thailand is significant, but a large proportion of this is potentially preventable with vaccination.

    Matched MeSH terms: Pneumococcal Infections/economics*; Pneumococcal Infections/prevention & control
  17. Varghese L, Mungall B, Zhang XH, Hoet B
    Hum Vaccin Immunother, 2016 10 02;12(10):2675-2680.
    PMID: 27459265 DOI: 10.1080/21645515.2016.1192738
    A recently published paper that assessed the comparative cost-effectiveness of the 2 pneumococcal conjugate vaccines (PCVs) in Malaysia and Hong Kong reported that the 13-valent PCV vaccine (PCV13) is a better choice compared to the 10-valent pneumococcal non-typeable Haemophilus influenzae protein D conjugate vaccine (PHiD-CV or PCV10) from both a payer and societal perspective as well as under various scenarios. However, the analysis relied on a large number of assumptions that were either erroneous or did not take into account the most recent body of evidence available. A rigorous evaluation of the underlying assumptions is necessary to present a fair and balanced analysis for decision-making.
    Matched MeSH terms: Pneumococcal Infections/economics; Pneumococcal Infections/prevention & control*
  18. Aljunid S, Abuduxike G, Ahmed Z, Sulong S, Nur AM, Goh A
    BMC Infect Dis, 2011;11:248.
    PMID: 21936928 DOI: 10.1186/1471-2334-11-248
    BACKGROUND: Pneumococcal disease is the leading cause of vaccine-preventable death in children younger than 5 years of age worldwide. The World Health Organization recommends pneumococcal conjugate vaccine as a priority for inclusion into national childhood immunization programmes. Pneumococcal vaccine has yet to be included as part of the national vaccination programme in Malaysia although it has been available in the country since 2005. This study sought to estimate the disease burden of pneumococcal disease in Malaysia and to assess the cost effectiveness of routine infant vaccination with PCV7.
    METHODS: A decision model was adapted taking into consideration prevalence, disease burden, treatment costs and outcomes for pneumococcal disease severe enough to result in a hospital admission. Disease burden were estimated from the medical records of 6 hospitals. Where local data was unavailable, model inputs were obtained from international and regional studies and from focus group discussions. The model incorporated the effects of herd protection on the unvaccinated adult population.
    RESULTS: At current vaccine prices, PCV7 vaccination of 90% of a hypothetical 550,000 birth cohort would incur costs of RM 439.6 million (US$128 million). Over a 10 year time horizon, vaccination would reduce episodes of pneumococcal hospitalisation by 9,585 cases to 73,845 hospitalisations with cost savings of RM 37.5 million (US$10.9 million) to the health system with 11,422.5 life years saved at a cost effectiveness ratio of RM 35,196 (US$10,261) per life year gained.
    CONCLUSIONS: PCV7 vaccination of infants is expected to be cost-effective for Malaysia with an incremental cost per life year gained of RM 35,196 (US$10,261). This is well below the WHO's threshold for cost effectiveness of public health interventions in Malaysia of RM 71,761 (US$20,922).
    Matched MeSH terms: Pneumococcal Infections/economics*; Pneumococcal Infections/mortality; Pneumococcal Infections/epidemiology*; Pneumococcal Infections/prevention & control
  19. Subramaniam P, Jabar KA, Kee BP, Chong CW, Nathan AM, de Bruyne J, et al.
    Indian J Med Res, 2018 Aug;148(2):225-231.
    PMID: 30381546 DOI: 10.4103/ijmr.IJMR_1987_16
    Background & objectives: Streptococcus pneumoniae: (pneumococcus) is a highly invasive extracellular pathogen that causes diseases such as pneumonia, otitis media and meningitis. This study was undertaken to determine the serotype diversity and penicillin susceptibility of S. pneumoniae isolated from paediatric patients in a tertiary teaching hospital in Malaysia.

    Methods: A total of 125 clinical isolates collected from January 2013 to May 2015 were serotyped using seven sequential multiplex polymerase chain reactions. The susceptibility of these isolates to penicillin was also investigated.

    Results: Serotypes detected among the isolates were serotypes 3, 6A/B, 6C, 11/A/D/F, 15A/F, 19A, 19F, 23A, 23F, 34. Serotypes 19F and 6A/B were the most prevalent serotypes detected. Most of the S. pneumoniae were isolated from nasopharyngeal samples of children below five years of age. Majority of the isolates were penicillin susceptible. Only 5.6 per cent of the isolates were non-susceptible to penicillin, mostly of serotype 19F.

    Interpretation & conclusions: Our study revealed the distribution of various serotypes in S. pneumoniae isolates obtained from children in a teaching hospital at Kuala Lumpur, Malaysia and decreasing rates of penicillin resistance among them. The shifts in serotypes and susceptibility to penicillin from time to time have been observed. Continuous monitoring and surveillance are pivotal for better infection control and management of pneumococcal infections among children.

    Matched MeSH terms: Pneumococcal Infections/drug therapy*; Pneumococcal Infections/genetics; Pneumococcal Infections/microbiology; Pneumococcal Infections/epidemiology
  20. Jeevajothi Nathan J, Mohd Desa MN, Thong KL, Clarke SC, Masri SN, Md Yasin R, et al.
    Infect Genet Evol, 2014 Jan;21:391-4.
    PMID: 24342879 DOI: 10.1016/j.meegid.2013.11.026
    Streptococcus pneumoniae is an epidemiologically important bacterial pathogen. Recently, we reported the antibiotic susceptibility patterns of a limited collection of pneumococcal isolates in Malaysia with a high prevalence of erythromycin resistant strains. In the present study, 55 of the pneumococcal isolates of serotype 19F were further analysed by pulsed field gel electrophoresis (PFGE) and multilocus sequence typing (MLST). The generated genotypic patterns were then correlated with the antibiograms previously reported. Forty-seven different PFGE profiles (PTs) were obtained, showing that the isolates were genetically diverse. MLST identified 16 sequence types (STs) with ST-236 being predominant (58.2%), followed by ST-81 (10.3%). Among the ST-236 isolates, 22 were erythromycin resistant S. pneumoniae (ERSP) and 15 were trimethoprim/sulfamethoxazole (TMP/SMX) resistant, while among ST-81, four isolates were ERSP and two were TMP/SMX resistant. The high prevalence of erythromycin resistant serotype 19F isolates of ST-236 in this study has also been reported in other North and South East Asian countries.
    Matched MeSH terms: Pneumococcal Infections/microbiology*; Pneumococcal Infections/epidemiology*
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