Evidence map›Paper›PMID 35779566›Full record

Observational studyThe Lancet. Microbe2022

Effect of childhood vaccination and antibiotic use on pneumococcal populations and genome-wide associations with disease among children in Nepal: an observational study.

Rama Kandasamy, Stephanie Lo, Meeru Gurung, Michael J Carter, Rebecca Gladstone, John Lees, Sonu Shrestha, Stephen Thorson, Sanjeev Bijukchhe, Madhav C Gautam and 10 more

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in The Lancet. Microbe, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.7field-weighted citation impact, top 16% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Human vaccines & immunotherapeutics · 2025
    Review
  4. Population snapshot ofMicrobial genomics · 2025
    Article
  5. Genomic analysis of theMicrobial genomics · 2025
    Article
  6. An abundance ofMicrobiology (Reading, England) · 2025
    Article
  7. Review
  8. Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors at 10 institutions in 5 countries.

Rama KandasamySchool of Women and Children's Health, University of New South Wales, Sydney, NSW, Australia; Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford, UK. Electronic address: r.kandasamy@unsw.edu.au.
Stephanie LoParasites and Microbes Programme, Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK.
Meeru GurungPaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Michael J CarterOxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford, UK; Department of Women and Children's Health, School of Life Course Sciences, King's College London, London, UK.
Rebecca GladstoneParasites and Microbes Programme, Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK.
John LeesEuropean Molecular Biology Laboratory, European Bioinformatics Institute EMBL-EBI, Hinxton, UK.
Sonu ShresthaOxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford, UK.
Stephen ThorsonPaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Sanjeev BijukchhePaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Madhav C GautamPaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Reetu ShresthaPaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Sunaina GurungPaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Bibek KhadkaPaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Lesley McGeeRespiratory Diseases Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Robert F BreimanDepartment of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA.
David R MurdochDepartment of Pathology, University of Otago, Christchurch, New Zealand.
Dominic F KellyOxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford, UK.
Shrijana ShresthaPaediatric Research Unit, Patan Academy of Health Sciences, Kathmandu, Nepal.
Stephen D BentleyParasites and Microbes Programme, Wellcome Sanger Institute, Hinxton, Cambridgeshire, UK.
Andrew J PollardOxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford, UK.
Patan Academy of Health Sciences · NPWellcome Sanger Institute · GBCenters for Disease Control and Prevention · USEmory University · USEuropean Bioinformatics Institute · GBKing's College London · GBOxford BioMedica (United Kingdom) · GBUniversity of Otago · NZUniversity of Oxford · GBUNSW Sydney · AU

Funding

Wellcome TrustWellcome Trust 098051Wellcome Trust 206194
6 · The paper itself

Abstract

backgroundPneumococcal disease is a leading cause of bacterial pneumonia and invasive bacterial disease among children globally. The reason some strains of pneumococci are more likely to cause disease, and how interventions such as vaccines and antibiotics affect pneumococcal strains is poorly understood. We aimed to identify genetic regions under selective pressure and those associated with disease through the analysis of pneumococcal whole-genome sequences.

methodsWhole-genome sequencing was performed on pneumococcal isolates collected between January, 2005, and May, 2018, in Kathmandu, Nepal, which included programmatic ten-valent pneumococcal conjugate vaccine (PCV10) introduction in 2015. Isolates were from three distinct cohorts: nasopharyngeal swabs of healthy community-based children, nasopharyngeal swabs of children admitted to hospital with pneumonia, and sterile-site cultures from children admitted to hospital. Across these cohorts we examined serotype distribution, antibiotic resistance, strain distribution, and regions of recombination to determine genes that were undergoing diversifying selection. Genome-wide association studies comparing pneumonia and sterile-site isolates with healthy carriage were used to determine novel variants associated with disease.

findingsAfter programmatic introduction of PCV10, there was a decline in vaccine covered serotypes; however, strains that had expressed these serotypes continued to exist in the post-PCV population. We identified GPSC9 to be a strain of concern due to its high prevalence in disease, multidrug resistance, and ability to switch to an unencapsulated phenotype via insertion of virulence factor pspC into the cps locus. Antibiotic resistance loci to co-trimoxazole were found to be prevalent (pre-PCV10 78% vs post-PCV10 81%; p=0·27) and increasingly prevalent to penicillin (pre-PCV10 15% vs post-PCV10 32%; p<0·0001). Regions with multiple recombinations were identified spanning the surface protein virulence factors pspA and pspC and antibiotic targets pbpX, folA, folC, folE, and folP. Furthermore, we identified variants in lacE2 to be strongly associated with isolates from children with pneumonia and PRIP to be strongly associated with isolates from sterile sites.

interpretationOur work highlights the effect of pneumococcal conjugate vaccines, antibiotics, and host-pathogen interaction in pneumococcal variation, and the pathogen's capability of adapting to these factors at both population-wide and strain-specific levels. Ongoing surveillance of disease-associated strains and further investigation of lacE2 and PRIP as serotype-independent targets for therapeutic interventions is required.

fundingGavi, The Vaccine Alliance; WHO; Bill & Melinda Gates Foundation; Wellcome Sanger Institute; and US Centers for Disease Control and Prevention.

Indexed as

Anti-Bacterial AgentsGenome-Wide Association StudyCarrier StateHumansNepalStreptococcus pneumoniaeUnited StatesVaccinationVaccines, ConjugateAnti-Bacterial AgentsVaccines, Conjugate

Identifiers

PMID35779566
PMCPMC9242864
OpenAlexW4229441400

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.