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Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling
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, c...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153398/ https://www.ncbi.nlm.nih.gov/pubmed/37131701 http://dx.doi.org/10.21203/rs.3.rs-2772765/v1 |
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author | Zhang, Lanxin Iannuzzi, Sara Chaturvedula, Ayyappa Haberer, Jessica E. Hendrix, Craig W. von Kleist, Max |
author_facet | Zhang, Lanxin Iannuzzi, Sara Chaturvedula, Ayyappa Haberer, Jessica E. Hendrix, Craig W. von Kleist, Max |
author_sort | Zhang, Lanxin |
collection | PubMed |
description | 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 some of the product. Using ‘bottom-up’ modelling, we found that hypotheses of putative male/female differences were either irrelevant, or statistically inconsistent with clinical data. Furthermore, our multiscale modelling indicated that 90% protection was achieved if oral FTC/TDF was taken at least twice weekly. |
format | Online Article Text |
id | pubmed-10153398 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-101533982023-05-03 Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling Zhang, Lanxin Iannuzzi, Sara Chaturvedula, Ayyappa Haberer, Jessica E. Hendrix, Craig W. von Kleist, Max Res Sq Article 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 some of the product. Using ‘bottom-up’ modelling, we found that hypotheses of putative male/female differences were either irrelevant, or statistically inconsistent with clinical data. Furthermore, our multiscale modelling indicated that 90% protection was achieved if oral FTC/TDF was taken at least twice weekly. American Journal Experts 2023-04-21 /pmc/articles/PMC10153398/ /pubmed/37131701 http://dx.doi.org/10.21203/rs.3.rs-2772765/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. https://creativecommons.org/licenses/by/4.0/License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Article Zhang, Lanxin Iannuzzi, Sara Chaturvedula, Ayyappa Haberer, Jessica E. Hendrix, Craig W. von Kleist, Max Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling |
title | Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling |
title_full | Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling |
title_fullStr | Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling |
title_full_unstemmed | Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling |
title_short | Synthesis of protective oral PrEP adherence levels in cisgender women using convergent clinical- and bottom-up modeling |
title_sort | synthesis of protective oral prep adherence levels in cisgender women using convergent clinical- and bottom-up modeling |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153398/ https://www.ncbi.nlm.nih.gov/pubmed/37131701 http://dx.doi.org/10.21203/rs.3.rs-2772765/v1 |
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