Evidence map›Paper›PMID 40630587›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Comparing Strategies to Introduce Two New Antibiotics for Gonorrhea: A Modeling Study.

Madeleine C Kline, Kirstin Oliveira Roster, David Helekal, Eva Rumpler, Yonatan H Grad

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Madeleine C KlineDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0003-1974-9276
Kirstin Oliveira RosterDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0003-3468-2014
David HelekalDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0002-9319-7097
Eva RumplerCenter for Communicable Disease Dynamics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0003-2223-2681
Yonatan H GradDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA.ORCID 0000-0001-5646-1314

Funding

Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
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 AI132606NIGMS NIH HHS T32 GM007753
6 · The paper itself

Abstract

Introduction: Drug resistance in Methods: We used a stochastic compartmental model of men who have sex with men (MSM) in the United States (U.S.) to compare two main strategies-equal allocation and sequential drug deployment-for two new and one existing drug and measured the time for each drug to reach a resistance prevalence threshold of 5%. We conducted broad analyses assessing the sensitivity of our results to wide variation in parameters governing the baseline behavior of the model and drug resistance evolution and fitness. Results: Compared to the equal allocation strategy, the sequential strategy had reached the resistance prevalence threshold i) for each drug individually in at least as many simulations; ii) for all three drugs in at least as many simulations; and iii) for at least as many drugs on average. After 10 years, no equal allocation strategy simulations had met the 5% resistance prevalence threshold for any of the drugs, whereas 99.6% of sequential simulations had for the first drug, of which 3.5% had also met the threshold for the second drug. The sequential strategy was worse for nearly every reasonable combination of model parameters. Conclusion: In a model of U.S. MSM, the equal allocation strategy for introducing new drugs for gonorrhea matched or outperformed the strategy of sequential introduction in terms of resistance prevalence.

Identifiers

PMID40630587
PMCPMC12236890

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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.