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A Per-Protocol Analysis Using Inverse-Probability-of-Censoring Weights in a Randomized Trial of Initial Protease
Insights
Protocol adherence impacts HIV treatment effectiveness. Per-protocol analysis revealed potential masked NNRTI efficacy, highlighting regimen forgiveness in pediatric HIV trials.
Area of Science:
- Clinical Trials
- HIV/AIDS Research
- Pharmacology
Background:
- Protocol adherence is crucial for accurate randomized controlled trial (RCT) effectiveness measures.
- Antiretroviral therapy (ART) regimens, including protease inhibitors (PIs) and nonnucleoside reverse transcriptase inhibitors (NNRTIs), are used for pediatric HIV-1 treatment.
Purpose of the Study:
- To compare intention-to-treat (ITT) and per-protocol (PP) estimates of ART effectiveness in children with HIV-1.
- To evaluate the impact of protocol nonadherence on measured treatment effectiveness between PI and NNRTI arms.
Main Methods:
- Utilized data from a multicenter trial (2002-2009) of children with HIV-1 randomized to PI or NNRTI regimens.
- Generated ITT estimates and PP efficacy estimates using inverse-probability-of-censoring weights.
- Compared shifts in treatment failure probabilities from ITT to PP analyses across and within treatment arms.
Main Results:
- ITT analyses showed similar 4-year treatment failure probabilities (PI: 41.3%, NNRTI: 39.5%).
- PP analyses indicated lower failure probabilities (PI: 35.6%, NNRTI: 29.2%), with larger shifts from ITT in the NNRTI arm (10.3% vs. 5.7% for PI).
- Nonadherence was similar across arms, suggesting NNRTI efficacy might have been masked.
Conclusions:
- Per-protocol analysis using inverse-probability-of-censoring weights is valuable for assessing adherence, efficacy, and regimen forgiveness in pediatric ART.
- Differences in within-arm shifts may indicate differential regimen forgiveness or residual confounding, potentially masking NNRTI efficacy.
Abstract:
Protocol adherence may influence measured treatment effectiveness in randomized controlled trials. Using data from a multicenter trial (Europe and the Americas, 2002-2009) of children with human immunodeficiency virus type 1 who had been randomized to receive initial protease inhibitor (PI) versus nonnucleoside reverse transcriptase inhibitor (NNRTI) antiretroviral therapy regimens, we generated time-to-event intention-to-treat (ITT) estimates of treatment effectiveness, applied inverse-probability-of-censoring weights to generate per-protocol efficacy estimates, and compared shifts from ITT to per-protocol estimates across and within treatment arms. In ITT analyses, 263 participants experienced 4-year treatment failure probabilities of 41.3% for PIs and 39.5% for NNRTIs (risk difference = 1.8% (95% confidence interval (CI): -10.1, 13.7); hazard ratio = 1.09 (95% CI: 0.74, 1.60)). In per-protocol analyses, failure probabilities were 35.6% for PIs and 29.2% for NNRTIs (risk difference = 6.4% (95% CI: -6.7, 19.4); hazard ratio = 1.30 (95% CI: 0.80, 2.12)). Within-arm shifts in failure probabilities from ITT to per-protocol analyses were 5.7% for PIs and 10.3% for NNRTIs. Protocol nonadherence was nondifferential across arms, suggesting that possibly better NNRTI efficacy may have been masked by differences in within-arm shifts deriving from differential regimen forgiveness, residual confounding, or chance. A per-protocol approach using inverse-probability-of-censoring weights facilitated evaluation of relationships among adherence, efficacy, and forgiveness applicable to pediatric oral antiretroviral regimens.
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