Evidence map›Paper›PMID 37131701›Full record

ArticleResearch square2023

Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling.

Lanxin Zhang, Sara Iannuzzi, Ayyappa Chaturvedula, Jessica E Haberer, Craig W Hendrix, Max von Kleist

Open access · greenAbstract readPreprint
In one paragraph

Article in Research square, 2023. 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, 4 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 5 institutions in 2 countries.

Lanxin ZhangProject group 5 "Systems Medicine of Infectious Disease", Robert Koch Institute, Berlin, Germany.ORCID 0000-0002-3740-4450
Sara IannuzziProject group 5 "Systems Medicine of Infectious Disease", Robert Koch Institute, Berlin, Germany.ORCID 0009-0003-3704-5931
Ayyappa ChaturvedulaThe University of North Texas; Health Science Center, Fort Worth, United States.
Jessica E HabererCenter for Global Health, Massachusetts General Hospital, Boston, United States.
Craig W HendrixDivision of Clinical Pharmacology, Johns-Hopkins University, Baltimore, United States.
Max von KleistProject group 5 "Systems Medicine of Infectious Disease", Robert Koch Institute, Berlin, Germany.
Freie Universität Berlin · DEHarvard University Press · USJohns Hopkins University · USRobert Koch Institute · DEUniversity of North Texas · US

Funding

Next generation real-time monitoring for PrEP adherence in young Kenyan womenR01MH109309 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI BAETEN, JARED, HABERER, JESSICA ELIZABETH · 2016 to 2019
$2.7M
NIMH NIH HHS R01 MH109309
6 · The paper itself

Abstract

Globally, most HIV infections occur in heterosexual women in resource-limited settings. In these settings, female self-protection with generic emtricitabine/tenofovir disoproxil fumarate pre-exposure prophylaxis (FTC/TDF-PrEP) may constitute a major pillar of the HIV prevention portfolio. However, clinical trials in women had inconsistent outcomes, sparking uncertainty regarding risk-group specific adherence requirements and causing reluctance in testing and recommending on-demand regimen in women. We analyzed all FTC/TDF-PrEP trials to establish PrEP efficacy ranges in women. In a 'bottom-up' approach, we modeled hypotheses corroborating risk-group specific adherence-efficacy profiles. Finally, we used the clinical efficacy ranges to (in-)validate hypotheses. We found that different clinical outcomes could solely be explained by the proportion of enrolled participants not taking the product, allowing, for the first time, to unify clinical observations. This analysis showed that 90% protection was achieved, when women took

Indexed as

adherenceHIVinfectionmathematical modelpre-exposure prophylaxisviral dynamics

Identifiers

PMID37131701
PMCPMC10153398
OpenAlexW4366547790

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.