Model-based predictions of protective HIV pre-exposure prophylaxis adherence levels in cisgender women.
Lanxin ZhangSara IannuzziAyyappa ChaturvedulaElizabeth IrunguJessica E HabererCraig W HendrixMax von KleistPublished in: Nature medicine (2023)
Most human immunodeficiency virus (HIV) infections occur in cisgender women in resource-limited settings. In women, self-protection with emtricitabine/tenofovir disoproxil fumarate pre-exposure prophylaxis (FTC/TDF-PrEP) constitutes a major pillar of HIV prevention. However, clinical trials in women had inconsistent outcomes, sparking uncertainty about adherence requirements and reluctance in evaluating on-demand regimens. We analyzed data from published FTC/TDF-PrEP trials to establish efficacy ranges in cisgender women. In a 'bottom-up' approach, we modeled hypotheses in the context of risk-group-specific, adherence-efficacy profiles and challenged those hypotheses with clinical data. We found that different clinical outcomes were related to the proportion of women taking the product, allowing coherent interpretation of the data. Our analysis showed that 90% protection was achieved when women took some product. We found that hypotheses of putative male/female differences were either not impactful or statistically inconsistent with clinical data. We propose that differing clinical outcomes could arise from pill-taking behavior rather than biological factors driving specific adherence requirements in cisgender women.
Keyphrases
- polycystic ovary syndrome
- human immunodeficiency virus
- pregnancy outcomes
- antiretroviral therapy
- clinical trial
- hepatitis c virus
- cervical cancer screening
- hiv infected
- breast cancer risk
- hiv positive
- hiv aids
- insulin resistance
- type diabetes
- adipose tissue
- machine learning
- metabolic syndrome
- study protocol
- open label