Evidence map›Paper›PMID 29908917›Full record

ArticleThe lancet. HIV2018

Potential effectiveness of long-acting injectable pre-exposure prophylaxis for HIV prevention in men who have sex with men: a modelling study.

Brandon D L Marshall, William C Goedel, Maximilian R F King, Alyson Singleton, David P Durham, Philip A Chan, Jeffrey P Townsend, Alison P Galvani

Abstract read
In one paragraph

Article in The lancet. HIV, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 2 pooled it
3.2field-weighted citation impact, top 8% 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

46 citing papers in PubMed, 2 syntheses or guidelines pooled it, 63 citations in OpenAlex.

  1. Pooled it
  2. A Review of Network Models for HIV Spread.Journal of acquired immune deficiency syndromes (1999) · 2025
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  15. Exploring Willingness to Use Long-Acting Injectable PrEP Among Sexual and Gender Minoritized People Accessing Pharmacies.AIDS education and prevention : official publication of the International Society for AIDS Education · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Brandon D L MarshallDepartment of Epidemiology, School of Public Health, Brown University, Providence, RI, USA. Electronic address: brandon_marshall@brown.edu.
William C GoedelDepartment of Epidemiology, School of Public Health, Brown University, Providence, RI, USA.
Maximilian R F KingDepartment of Epidemiology, School of Public Health, Brown University, Providence, RI, USA.
Alyson SingletonDepartment of Applied Mathematics, Brown University, Providence, RI, USA.
David P DurhamCenter for Infectious Disease Modeling and Analysis, School of Public Health, Yale University, New Haven, CT, USA.
Philip A ChanDepartment of Medicine, Warren Alpert Medical School, Brown University, Providence, RI, USA.
Jeffrey P TownsendDepartment of Biostatistics, School of Public Health, Yale University, New Haven, CT, USA; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA; Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.
Alison P GalvaniCenter for Infectious Disease Modeling and Analysis, School of Public Health, Yale University, New Haven, CT, USA; Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA; Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA.
Brown University · USYale University · US

Funding

Accelerating viral outbreak detection in US cities using mechanistic models, machine learning and diverse geospatial dataR01AI151176 · NIAID · YALE UNIVERSITY · PI GALVANI, ALISON P, MEYERS, LAUREN ANCEL · 2020 to 2024
$3.9M
Highly Adaptive Epidemic Control Strategies for HIV Prevention in Drug UsersDP2DA040236 · NIDA · BROWN UNIVERSITY · PI MARSHALL, BRANDON DAVID LEWIS · 2015 to 2015
$2.4M
Evaluating the social influences that impact vaccination decisionsU01GM105627 · NIGMS · YALE UNIVERSITY · PI GALVANI, ALISON P · 2013 to 2017
$1.6M
Enhancing Population Impact of HIV Pre-Exposure Prophylaxis ImplementationR21MH109360 · NIMH · BROWN UNIVERSITY · PI CHAN, PHILIP ANDREW, MARSHALL, BRANDON DAVID LEWIS · 2016 to 2017
$459k
NIAID NIH HHS R01 AI151176NIDA NIH HHS DP2 DA040236NIGMS NIH HHS U01 GM105627NIMH NIH HHS R21 MH109360
6 · The paper itself

Abstract

backgroundOral pre-exposure prophylaxis (PrEP) prevents HIV infection in men who have sex with men (MSM); however, adherence is an ongoing concern. Long-acting injectable PrEP is being tested in phase 3 trials and could address challenges associated with adherence. We examined the potential effectiveness of long-acting injectable PrEP compared with oral PrEP in MSM.

methodsWe used an agent-based model to simulate HIV transmission in a dynamic network of 11 245 MSM in Atlanta, GA, USA. We used raw data from studies in macaque models and pharmacokinetic data from safety trials to estimate the time-varying efficacy of long-acting injectable PrEP. The effect of long-acting injectable PrEP on the cumulative number of new HIV infections over 10 years (2015-24) was compared with no PrEP and daily oral PrEP across a range of coverage levels. Sensitivity analyses were done with varying maximum efficacy and drug half-life values.

findingsIn the absence of PrEP, the model predicted 2374 new HIV infections (95% simulation interval [SI] 2345-2412) between 2015 and 2024. The cumulative number of new HIV infections was reduced in all scenarios in which MSM received long-acting injectable PrEP compared with oral PrEP. At a coverage level of 35%, compared with no PrEP, long-acting injectable PrEP led to a 44% reduction in new HIV infections (1044 new infections averted [95% SI 1018-1077]) versus 33% (792 infections averted [763-821]) for oral PrEP. The relative benefit of long-acting injectable PrEP was sensitive to the assumed efficacy of injections received every 8 weeks, discontinuation rates, and terminal drug half-life.

interpretationLong-acting injectable PrEP has the potential to produce larger reductions in HIV transmission in MSM than oral PrEP. However, the real-world, population-level impact of this approach will depend on uptake of this prevention method and its effectiveness, as well as retention of patients in clinical care.

fundingNational Institute on Drug Abuse and National Institute of Mental Health.

Indexed as

Homosexuality, MaleAdolescentAdultAnimalsAnti-HIV AgentsChemopreventionDelayed-Action PreparationsDisease Models, AnimalDisease Transmission, InfectiousHIV InfectionsHumansInjectionsMacacaMaleMiddle AgedPre-Exposure ProphylaxisAnti-HIV AgentsDelayed-Action Preparations

Identifiers

PMID29908917
PMCPMC6138558
OpenAlexW2807947054

What OpenQuestion holds

Textmetadata
LicenceTDM
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.