Evidence map›Paper›PMID 39673766›Full record

ArticleAmerican journal of epidemiology2025

Estimating the undetected burden and the likelihood of strain persistence of drug-resistant Neisseria gonorrhoeae.

Kirstin I Oliveira Roster, Minttu M Rönn, Heather Elder, Thomas L Gift, Kathleen A Roosevelt, Joshua A Salomon, Katherine K Hsu, Yonatan H Grad

Abstract read
In one paragraph

Article in American journal of epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Inferring Sexual Network Bridging Using Genomics: A Simulation Study.medRxiv : the preprint server for health sciences · 2026
    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

8 authors.

Kirstin I Oliveira RosterDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA 02115, United States.
Minttu M RönnDepartment of Global Health and Population, Harvard T. H. Chan School of Public Health, Boston, MA 02115, United States.ORCID 0000-0002-9292-5670
Heather ElderDivision of STD Prevention and HIV Surveillance, Massachusetts Department of Public Health, Boston, MA 02130, United States.
Thomas L GiftDivision of STD Prevention, Centers for Disease Control and Prevention, Atlanta, GA 30333, United States.
Kathleen A RooseveltDivision of STD Prevention and HIV Surveillance, Massachusetts Department of Public Health, Boston, MA 02130, United States.
Joshua A SalomonDepartment of Health Policy, Stanford University School of Medicine, Stanford, CA 94305, United States.ORCID 0000-0003-3929-5515
Katherine K HsuDivision of STD Prevention and HIV Surveillance, Massachusetts Department of Public Health, Boston, MA 02130, United States.
Yonatan H GradDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA 02115, United States.

Funding

Genomics approaches to elucidating pathways to antibiotic resistance in Neisseria gonorrhoeaeR01AI132606 · NIAID · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Yonatan H Grad · 2017 to 2026
$3.8M
NIAID NIH HHS R01 AI132606TB Prevention Epidemiologic and Economic Modeling Agreement 5 NU38PS004651
6 · The paper itself

Abstract

Neisseria gonorrhoeae has developed resistance to all antibiotics recommended for treatment, and reports of reduced susceptibility to ceftriaxone, the last-line treatment, are increasing. Because many asymptomatic infections remain undiagnosed and most diagnosed infections do not undergo antibiotic susceptibility testing, surveillance systems may underestimate resistant infections. In this modeling study, we simulated the spread of a new strain of ceftriaxone-nonsusceptible N. gonorrhoeae in a population comprising men who have sex with men as well as heterosexual men and women. We compared scenarios with varying strain characteristics and surveillance capacity. For each scenario, we estimated 1) the number of undetected infections of the novel strain and 2) the likelihood of strain persistence in the absence of newly reported cases. Upon detection of 1 nonsusceptible isolate, the undetected burden was an estimated 5.4 infections with substantial uncertainty (95% uncertainty interval, 0-18 infections). Without additional reports of nonsusceptible infections over the subsequent 180 days, the estimate declined to 2.5 infections (95% uncertainty interval, 0-10). The likelihood of ongoing transmission also declined from 66% (95% uncertainty interval, 26-86) at first detection to 2% (95% uncertainty interval, 0-10) after 180 days. To extend the useful lifespan of last-line antibiotics, our model estimated the infection landscapes that could underlie data from surveillance systems.

Indexed as

Anti-Bacterial AgentsDrug Resistance, BacterialGonorrheaNeisseria gonorrhoeaeAdultCeftriaxoneFemaleHomosexuality, MaleHumansMaleMicrobial Sensitivity TestsAnti-Bacterial AgentsCeftriaxoneantimicrobial resistancegonorrheamathematical modelingNeisseria gonorrhoeaepathogen surveillance

Identifiers

PMID39673766
PMCPMC12527230

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.