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A Per-Protocol Analysis Using Inverse-Probability-of-Censoring Weights in a Randomized Trial of Initial Protease Inhibitor Versus Nonnucleoside Reverse Transcriptase Inhibitor Regimens in Children.

Publication ,  Journal Article
Yin, DE; Cole, SR; Ludema, C; Brookhart, MA; Golin, CE; Miller, WC; McKinney, RE
Published in: Am J Epidemiol
June 2, 2023

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.

Duke Scholars

Published In

Am J Epidemiol

DOI

EISSN

1476-6256

Publication Date

June 2, 2023

Volume

192

Issue

6

Start / End Page

916 / 928

Location

United States

Related Subject Headings

  • Viral Load
  • Reverse Transcriptase Inhibitors
  • Randomized Controlled Trials as Topic
  • Probability
  • Multicenter Studies as Topic
  • Humans
  • HIV Protease Inhibitors
  • HIV Infections
  • Epidemiology
  • Child
 

Citation

APA
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ICMJE
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Yin, D. E., Cole, S. R., Ludema, C., Brookhart, M. A., Golin, C. E., Miller, W. C., & McKinney, R. E. (2023). A Per-Protocol Analysis Using Inverse-Probability-of-Censoring Weights in a Randomized Trial of Initial Protease Inhibitor Versus Nonnucleoside Reverse Transcriptase Inhibitor Regimens in Children. Am J Epidemiol, 192(6), 916–928. https://doi.org/10.1093/aje/kwad054
Yin, Dwight E., Stephen R. Cole, Christina Ludema, M Alan Brookhart, Carol E. Golin, William C. Miller, and Ross E. McKinney. “A Per-Protocol Analysis Using Inverse-Probability-of-Censoring Weights in a Randomized Trial of Initial Protease Inhibitor Versus Nonnucleoside Reverse Transcriptase Inhibitor Regimens in Children.Am J Epidemiol 192, no. 6 (June 2, 2023): 916–28. https://doi.org/10.1093/aje/kwad054.
Journal cover image

Published In

Am J Epidemiol

DOI

EISSN

1476-6256

Publication Date

June 2, 2023

Volume

192

Issue

6

Start / End Page

916 / 928

Location

United States

Related Subject Headings

  • Viral Load
  • Reverse Transcriptase Inhibitors
  • Randomized Controlled Trials as Topic
  • Probability
  • Multicenter Studies as Topic
  • Humans
  • HIV Protease Inhibitors
  • HIV Infections
  • Epidemiology
  • Child