Evidence map›Paper›PMID 40173185›Full record

ArticlePloS one2025

A dynamic transmission model for assessing the impact of pneumococcal vaccination in the United States.

Tufail M Malik, Kevin M Bakker, Rachel J Oidtman, Oluwaseun Sharomi, Giulio Meleleo, Robert B Nachbar, Elamin H Elbasha

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

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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

7 authors.

Tufail M MalikMerck & Co., Inc., Rahway, New Jersey, United States of America.ORCID 0000-0003-0196-0057
Kevin M BakkerMerck & Co., Inc., Rahway, New Jersey, United States of America.ORCID 0000-0002-7084-9291
Rachel J OidtmanMerck & Co., Inc., Rahway, New Jersey, United States of America.
Oluwaseun SharomiMerck & Co., Inc., Rahway, New Jersey, United States of America.
Giulio MeleleoWolfram Research, Inc., Champaign, Illinois, United States of America.
Robert B NachbarWolfram Research, Inc., Champaign, Illinois, United States of America.ORCID 0009-0002-8093-8893
Elamin H ElbashaMerck & Co., Inc., Rahway, New Jersey, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Streptococcus pneumoniae (SP) is a bacterial pathogen that kills more than 300,000 children every year across the globe. Multiple vaccines exist that prevent pneumococcal disease, with each vaccine covering a variable number of the more than 100 known serotypes. Due to the high effectiveness of these vaccines, each new pneumococcal conjugate vaccine (PCV) introduction has resulted in a decrease in vaccine-type disease and a shift in the serotype distribution towards non-vaccine types in a phenomenon called serotype replacement. Here, an age-structured compartmental model was created that reproduced historical carriage transmission dynamics in the United States and was used to evaluate the population-level impact of new vaccine introductions into the pediatric population. The model incorporates co-colonization and serotype competition, which drives replacement of the vaccine types by the non-vaccine types. The model was calibrated to historical age- and serotype-specific invasive pneumococcal disease (IPD) data from the United States. Vaccine-specific coverage and effectiveness were integrated in accordance with the recommended timelines for each age group. Demographic parameters were derived from US-population-specific databases, while population mixing patterns were informed by US-specific published literature on age-group based mixing matrices. The calibrated model was then used to project the epidemiological impact of PCV15, a 15-valent pneumococcal vaccine, compared with the status quo vaccination with PCV13 and demonstrated the value of added serotypes in PCV15. Projections revealed that PCV15 would reduce IPD incidence by 6.04% (range: 6.01% to 6.06%) over 10 years when compared to PCV13.

Indexed as

Pneumococcal InfectionsPneumococcal VaccinesStreptococcus pneumoniaeVaccinationAdolescentAdultAgedChildChild, PreschoolHumansInfantInfant, NewbornMiddle AgedSerogroupUnited StatesVaccines, ConjugatePneumococcal VaccinesVaccines, Conjugate

Identifiers

PMID40173185
PMCPMC11964226

What OpenQuestion holds

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LicenceCC BY
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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.