Literature DB >> 30623732

Methods for comparing durability of immune responses between vaccine regimens in early-phase trials.

Ted Westling1, Michal Juraska2, Kelly E Seaton3, Georgia D Tomaras3,4, Peter B Gilbert2, Holly Janes2.   

Abstract

The ability to produce a long-lasting, or durable, immune response is a crucial characteristic of many highly effective vaccines. A goal of early-phase vaccine trials is often to compare the immune response durability of multiple tested vaccine regimens. One parameter for measuring immune response durability is the area under the mean post-peak log immune response profile. In this paper, we compare immune response durability across vaccine regimens within and between two phase I trials of DNA-primed HIV vaccine regimens, HVTN 094 and HVTN 096. We compare four estimators of this durability parameter and the resulting statistical inferences for comparing vaccine regimens. Two of these estimators use the trapezoid rule as an empirical approximation of the area under the marginal log response curve, and the other two estimators are based on linear and nonlinear models for the marginal mean log response. We conduct a simulation study to compare the four estimators, provide guidance on estimator selection, and use the nonlinear marginal mean model to analyze immunogenicity data from the two HIV vaccine trials.

Entities:  

Keywords:  Area under the curve; generalized estimating equations; immune response; nonlinear model; vaccine trials

Mesh:

Substances:

Year:  2019        PMID: 30623732      PMCID: PMC6682462          DOI: 10.1177/0962280218820881

Source DB:  PubMed          Journal:  Stat Methods Med Res        ISSN: 0962-2802            Impact factor:   3.021


  20 in total

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Authors:  Nicole L Yates; Judith T Lucas; Tracy L Nolen; Nathan A Vandergrift; Kelly A Soderberg; Kelly E Seaton; Thomas N Denny; Barton F Haynes; Myron S Cohen; Georgia D Tomaras
Journal:  AIDS       Date:  2011-11-13       Impact factor: 4.177

2.  Modulating the durability of anti-HIV gp120 antibody responses after vaccination: a comment on Wilson & Karp (2015).

Authors:  Anthony L DeVico; George K Lewis; Robert C Gallo
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2015-11-05       Impact factor: 6.237

3.  Longitudinal data analysis for discrete and continuous outcomes.

Authors:  S L Zeger; K Y Liang
Journal:  Biometrics       Date:  1986-03       Impact factor: 2.571

4.  Predictors of durable immune responses six months after the last vaccination in preventive HIV vaccine trials.

Authors:  Yunda Huang; Lily Zhang; Holly Janes; Nicole Frahm; Abby Isaacs; Jerome H Kim; David Montefiori; M Julie McElrath; Georgia D Tomaras; Peter B Gilbert
Journal:  Vaccine       Date:  2017-01-25       Impact factor: 3.641

5.  Statistical moments in pharmacokinetics.

Authors:  K Yamaoka; T Nakagawa; T Uno
Journal:  J Pharmacokinet Biopharm       Date:  1978-12

6.  Magnitude and breadth of a nonprotective neutralizing antibody response in an efficacy trial of a candidate HIV-1 gp120 vaccine.

Authors:  Peter Gilbert; Maggie Wang; Terri Wrin; Chris Petropoulos; Marc Gurwith; Faruk Sinangil; Patricia D'Souza; Isaac R Rodriguez-Chavez; Allan DeCamp; Mike Giganti; Phillip W Berman; Steve G Self; David C Montefiori
Journal:  J Infect Dis       Date:  2010-08-15       Impact factor: 5.226

7.  Risk behaviour and time as covariates for efficacy of the HIV vaccine regimen ALVAC-HIV (vCP1521) and AIDSVAX B/E: a post-hoc analysis of the Thai phase 3 efficacy trial RV 144.

Authors:  Merlin L Robb; Supachai Rerks-Ngarm; Sorachai Nitayaphan; Punnee Pitisuttithum; Jaranit Kaewkungwal; Prayura Kunasol; Chirasak Khamboonruang; Prasert Thongcharoen; Patricia Morgan; Michael Benenson; Robert M Paris; Joseph Chiu; Elizabeth Adams; Donald Francis; Sanjay Gurunathan; Jim Tartaglia; Peter Gilbert; Don Stablein; Nelson L Michael; Jerome H Kim
Journal:  Lancet Infect Dis       Date:  2012-05-30       Impact factor: 25.071

8.  Initial B-cell responses to transmitted human immunodeficiency virus type 1: virion-binding immunoglobulin M (IgM) and IgG antibodies followed by plasma anti-gp41 antibodies with ineffective control of initial viremia.

Authors:  Georgia D Tomaras; Nicole L Yates; Pinghuang Liu; Li Qin; Genevieve G Fouda; Leslie L Chavez; Allan C Decamp; Robert J Parks; Vicki C Ashley; Judith T Lucas; Myron Cohen; Joseph Eron; Charles B Hicks; Hua-Xin Liao; Steven G Self; Gary Landucci; Donald N Forthal; Kent J Weinhold; Brandon F Keele; Beatrice H Hahn; Michael L Greenberg; Lynn Morris; Salim S Abdool Karim; William A Blattner; David C Montefiori; George M Shaw; Alan S Perelson; Barton F Haynes
Journal:  J Virol       Date:  2008-10-08       Impact factor: 5.103

9.  Prime and Boost Vaccination Elicit a Distinct Innate Myeloid Cell Immune Response.

Authors:  Jean-Louis Palgen; Nicolas Tchitchek; Jamila Elhmouzi-Younes; Simon Delandre; Inana Namet; Pierre Rosenbaum; Nathalie Dereuddre-Bosquet; Frédéric Martinon; Antonio Cosma; Yves Lévy; Roger Le Grand; Anne-Sophie Beignon
Journal:  Sci Rep       Date:  2018-02-15       Impact factor: 4.379

10.  HIV-1 Envelope Glycoproteins from Diverse Clades Differentiate Antibody Responses and Durability among Vaccinees.

Authors:  Nicole L Yates; Allan C deCamp; Bette T Korber; Hua-Xin Liao; Carmela Irene; Abraham Pinter; James Peacock; Linda J Harris; Sheetal Sawant; Peter Hraber; Xiaoying Shen; Supachai Rerks-Ngarm; Punnee Pitisuttithum; Sorachai Nitayapan; Phillip W Berman; Merlin L Robb; Giuseppe Pantaleo; Susan Zolla-Pazner; Barton F Haynes; S Munir Alam; David C Montefiori; Georgia D Tomaras
Journal:  J Virol       Date:  2018-03-28       Impact factor: 5.103

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