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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.
Afiliação
  • Zhang L; Project group 5 "Systems Medicine of Infectious Disease", Robert Koch Institute, Berlin, Germany.
  • Iannuzzi S; Project group 5 "Systems Medicine of Infectious Disease", Robert Koch Institute, Berlin, Germany.
  • Chaturvedula A; International Max-Planck Research School "Biology and Computation" (IMPRS-BAC), Max-Planck Institute for Molecular Genetics, Berlin, Germany.
  • Haberer JE; The University of North Texas; Health Science Center, Fort Worth, United States.
  • Hendrix CW; Pumas-AI Inc.
  • von Kleist M; Center for Global Health, Massachusetts General Hospital, Boston, United States.
Res Sq ; 2023 Apr 21.
Article em En | MEDLINE | ID: mdl-37131701
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.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Res Sq Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Res Sq Ano de publicação: 2023 Tipo de documento: Article