Statistical Interpretation of the RV144 HIV Vaccine Efficacy Trial in Thailand: A Case Study for Statistical Issues in Efficacy Trials
Recently, the RV144 randomized, double-blind, efficacy trial in Thailand reported that a prime-boost human immunodeficiency virus (HIV) vaccine regimen conferred ~30% protection against HIV acquisition. However, different analyses seemed to give conflicting results, and a heated debate ensued as sci...
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Published in | The Journal of infectious diseases Vol. 203; no. 7; pp. 969 - 975 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Oxford
Oxford University Press
01.04.2011
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Subjects | |
Online Access | Get full text |
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Summary: | Recently, the RV144 randomized, double-blind, efficacy trial in Thailand reported that a prime-boost human immunodeficiency virus (HIV) vaccine regimen conferred ~30% protection against HIV acquisition. However, different analyses seemed to give conflicting results, and a heated debate ensued as scientists and the broader public struggled with their interpretation. The lack of accounting for statistical principles helped flame the debate, and we leverage these principles to provide a more scientific interpretation. We first address interpretation of frequentist results, including interpretation of P values, synthesis of results from multiple analyses (ie, intention-to-treat versus per-protocol/fully immunized), and accounting for external efficacy trials. Second, we address how Bayesian statistics, which provide clearly interpretable statements about probabilities that the vaccine efficacy takes certain values, provide more information for weighing the evidence about efficacy than do frequentist statistics alone. Third, we evaluate RV144 for completeness of end point ascertainment and integrity of blinding, necessary tasks for establishing robustly interpretable results. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Presented in part: The HIV Vaccine Trials Network Full Group Meeting, Washington, DC, May 2010; at the Harvard School of Public Health Merck Workshop on Vaccines and the Control of Infectious Diseases, Boston, Massachusetts, June 2010; and at the Harvard School of Public Health Symposium in Honor of Steve Lagakos, Boston, Massachusetts, October 2010. Potential conflicts of interest: S.M.H. has served as a scientific advisor to Merck and Progenics, has served as a member of a Data Monitoring Committee for Bristol-Myers Squibb, and is on the Board of Directors of SIGA. All other authors: no conflicts. |
ISSN: | 0022-1899 1537-6613 |
DOI: | 10.1093/infdis/jiq152 |