The Use of the Restricted Mean Survival Time as a Treatment Measure in HIV/AIDS Clinical Trial: Reanalysis of the ACTG A5257 Trial

被引:6
作者
Abulizi, Xianmixikemaier [1 ]
Ribaudo, Heather J. [2 ]
Flandre, Philippe [1 ]
机构
[1] Sorbonne Univ, INSERM, IPLESP, Equipe Epidemiol Clin Malad Virales Chron, Paris, France
[2] Harvard TH Chan Sch Publ Hlth, Ctr Biostat AIDS Res, Boston, MA USA
基金
美国国家卫生研究院;
关键词
HIV; restricted mean survival time; equivalence trials; simulation study; PROPORTIONAL HAZARDS ASSUMPTION; INITIAL TREATMENT; ANTIRETROVIRAL REGIMENS; EFAVIRENZ; RITONAVIR; EFFICACY; CHOICE; 3-DRUG; TESTS;
D O I
10.1097/QAI.0000000000001978
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Background: The restricted mean survival time (RMST) measures have not been used as primary measure of efficacy in HIV/AIDS clinical trials. In this work, we aim to compare analysis based on the difference in RMST (Delta-RMST) measure and 2 other treatment-effect measures in a recent HIV equivalence trial, and to investigate the performance and characteristics of Delta-RMST-based analysis in a simulation study. Setting and Methods: We reanalyzed a recent HIV equivalence trial (ACTG A5257 trial) with hazard ratio and Delta-RMST, and then compared the results with the original analysis based on risk difference estimated by Kaplan-Meier curves (RDKM). In a simulation study, we investigated the performance and operating characteristics of Delta-RMST-based analysis in the setting of nonproportional hazards (PH) ratio. Results: In the ACTG A5257 trial, analyses based on Delta-RMST globally led to similar conclusions as the published finding based on RDKM. By contrast, analyses based on hazard ratio provided some discordant equivalence conclusions compared both with the initial analyses based on RDKM and the Delta-RMST. Results of simulation study indicate that the violation of the PH assumption has an impact on Delta-RMST-based analysis regarding the probability of declaring equivalence. Conclusions: Although the RMST-based analysis is an alternative measure of efficacy in HIV/AIDS, clinical trials such an analysis can be strongly impacted by departures from the PH assumption.
引用
收藏
页码:44 / 51
页数:8
相关论文
共 20 条
[1]   Choice of treatment-effect measures when noninferiority margins originally defined in absolute difference translated into relative difference influenced the results of clinical trials [J].
Abulizi, Xianmixikemaier ;
Flandre, Philippe .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2018, 96 :63-72
[2]   Statistical power to detect violation of the proportional hazards assumption when using the Cox regression model [J].
Austin, Peter C. .
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (03) :533-552
[3]  
Bormann I, DIGITIZEIT PLOT DIGI
[4]   Atazanavir Plus Ritonavir or Efavirenz as Part of a 3-Drug Regimen for Initial Treatment of HIV-1 [J].
Daar, Eric S. ;
Tierney, Camlin ;
Fischl, Margaret A. ;
Sax, Paul E. ;
Mollan, Katie ;
Budhathoki, Chakra ;
Godfrey, Catherine ;
Jahed, Nasreen C. ;
Myers, Laurie ;
Katzenstein, David ;
Farajallah, Awny ;
Rooney, James F. ;
Pappa, Keith A. ;
Woodward, William C. ;
Patterson, Kristine ;
Bolivar, Hector ;
Benson, Constance A. ;
Collier, Ann C. .
ANNALS OF INTERNAL MEDICINE, 2011, 154 (07) :445-456
[5]   Choice of effect measure in HIV randomized trials [J].
Flandre, Philippe .
AIDS, 2015, 29 (15) :2057-2060
[6]  
GRAMBSCH PM, 1994, BIOMETRIKA, V81, P515
[7]   A CLASS OF K-SAMPLE TESTS FOR COMPARING THE CUMULATIVE INCIDENCE OF A COMPETING RISK [J].
GRAY, RJ .
ANNALS OF STATISTICS, 1988, 16 (03) :1141-1154
[8]   Triple-nucleoside regimens versus efavirenz-containing regimens for the initial treatment of HIV-1 infection [J].
Gulick, RM ;
Ribaudo, HJ ;
Shikuma, CM ;
Lustgarten, S ;
Squires, KE ;
Meyer, WA ;
Acosta, EP ;
Schackman, BR ;
Pilcher, CD ;
Murphy, RL ;
Maher, WE ;
Witt, MD ;
Reichman, RC ;
Snyder, S ;
Klingman, KL ;
Kuritzkes, DR .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 350 (18) :1850-1861
[9]   Three- vs four-drug antiretroviral regimens for the initial treatment of HIV-1 infection - A randomized controlled trial [J].
Gulick, Roy M. ;
Ribaudo, Heather J. ;
Shikuma, Cecilia M. ;
Lalama, Christina ;
Schackman, Bruce R. ;
Meyer, William A., III ;
Acosta, Edward P. ;
Schouten, Jeffrey ;
Squires, Kathleen E. ;
Pilcher, Christopher D. ;
Murphy, Robert L. ;
Koletar, Susan L. ;
Carlson, Margrit ;
Reichman, Richard C. ;
Bastow, Barbara ;
Klingman, Karin L. ;
Kuritzkes, Daniel R. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2006, 296 (07) :769-781
[10]   Enhanced secondary analysis of survival data: reconstructing the data from published Kaplan-Meier survival curves [J].
Guyot, Patricia ;
Ades, A. E. ;
Ouwens, Mario J. N. M. ;
Welton, Nicky J. .
BMC MEDICAL RESEARCH METHODOLOGY, 2012, 12