Evidence map›Paper›PMID 21876129›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2011

Role of stochastic processes in maintaining discrete strain structure in antigenically diverse pathogen populations.

Caroline O Buckee, Mario Recker, Eleanor R Watkins, Sunetra Gupta

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
–field-weighted citation impact
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

21 citing papers in PubMed.

  1. Article
  2. eLife · 2025
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  9. Review
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  11. Article
  12. Evidence of strain structure inProceedings of the National Academy of Sciences of the United States of America · 2017
    Article
  13. Article
  14. Epidemic cycling in a multi-strain SIRS epidemic network model.Theoretical biology & medical modelling · 2016
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. The antigenic evolution of influenza: drift or thrift?Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2013
    Article
  20. 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

4 authors.

Caroline O BuckeeDepartment of Epidemiology, Harvard School of Public Health, Center for Communicable Disease Dynamics, Boston, MA 02115, USA. cbuckee@hsph.harvard.edu
Mario Recker
Eleanor R Watkins
Sunetra Gupta

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many highly diverse pathogen populations appear to exist stably as discrete antigenic types despite evidence of genetic exchange. It has been shown that this may arise as a consequence of immune selection on pathogen populations, causing them to segregate permanently into discrete nonoverlapping subsets of antigenic variants to minimize competition for available hosts. However, discrete antigenic strain structure tends to break down under conditions where there are unequal numbers of allelic variants at each locus. Here, we show that the inclusion of stochastic processes can lead to the stable recovery of discrete strain structure through loss of certain alleles. This explains how pathogen populations may continue to behave as independently transmitted strains despite inevitable asymmetries in allelic diversity of major antigens. We present evidence for this type of structuring across global meningococcal isolates in three diverse antigens that are currently being developed as vaccine components.

Indexed as

AllelesAntigenic VariationAntigens, BacterialCross ReactionsImmunityModels, BiologicalNeisseria meningitidisStochastic ProcessesTime FactorsAntigens, Bacterial

Identifiers

PMID21876129
PMCPMC3174581

What OpenQuestion holds

Textmetadata
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Registered trials

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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.