Cargando…
The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam
BACKGROUND: Eliminating hepatitis C is hampered by the costs of direct-acting antiviral treatment and the need to treat hard-to-reach populations. Access could be widened by shortening or simplifying treatment, but limited research means it is unclear which approaches could achieve sufficiently high...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236096/ https://www.ncbi.nlm.nih.gov/pubmed/32423467 http://dx.doi.org/10.1186/s13063-020-04350-x |
_version_ | 1783536091304820736 |
---|---|
author | McCabe, Leanne White, Ian R. Chau, Nguyen Van Vinh Barnes, Eleanor Pett, Sarah L. Cooke, Graham S. Walker, A. Sarah |
author_facet | McCabe, Leanne White, Ian R. Chau, Nguyen Van Vinh Barnes, Eleanor Pett, Sarah L. Cooke, Graham S. Walker, A. Sarah |
author_sort | McCabe, Leanne |
collection | PubMed |
description | BACKGROUND: Eliminating hepatitis C is hampered by the costs of direct-acting antiviral treatment and the need to treat hard-to-reach populations. Access could be widened by shortening or simplifying treatment, but limited research means it is unclear which approaches could achieve sufficiently high cure rates to be acceptable. We present the statistical aspects of a multi-arm trial designed to test multiple strategies simultaneously and a monitoring mechanism to detect and stop individual randomly assigned groups with unacceptably low cure rates quickly. METHODS: The VIETNARMS trial will factorially randomly assign patients to two drug regimens, three treatment-shortening strategies or control, and adjunctive ribavirin or no adjunctive ribavirin with shortening strategies (14 randomly assigned groups). We will use Bayesian monitoring at interim analyses to detect and stop recruitment into unsuccessful strategies, defined by more than 0.95 posterior probability that the true cure rate is less than 90% for the individual randomly assigned group (non-comparative). Final comparisons will be non-inferiority for regimens (margin 5%) and strategies (margin 10%) and superiority for adjunctive ribavirin. Here, we tested the operating characteristics of the stopping guideline for individual randomly assigned groups, planned interim analysis timings and explored power at the final analysis. RESULTS: A beta (4.5, 0.5) prior for the true cure rate produces less than 0.05 probability of incorrectly stopping an individual randomly assigned group with a true cure rate of more than 90%. Groups with very low cure rates (<60%) are very likely (>0.9 probability) to stop after about 25% of patients are recruited. Groups with moderately low cure rates (80%) are likely to stop (0.7 probability) before overall recruitment finishes. Interim analyses 7, 10, 13 and 18 months after recruitment commences provide good probabilities of stopping inferior individual randomly assigned groups. For an overall true cure rate of 95%, power is more than 90% to confirm non-inferiority in the regimen and strategy comparisons, regardless of the control cure rate, and to detect a 5% absolute difference in the ribavirin comparison. CONCLUSIONS: The operating characteristics of the stopping guideline are appropriate, and interim analyses can be timed to detect individual randomly assigned groups that are highly likely to have suboptimal performance at various stages. Therefore, our design is suitable for evaluating treatment-shortening or -simplifying strategies. TRIAL REGISTRATION: ISRCTN registry: ISRCTN61522291. Registered on 4 October 2019. |
format | Online Article Text |
id | pubmed-7236096 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72360962020-05-27 The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam McCabe, Leanne White, Ian R. Chau, Nguyen Van Vinh Barnes, Eleanor Pett, Sarah L. Cooke, Graham S. Walker, A. Sarah Trials Methodology BACKGROUND: Eliminating hepatitis C is hampered by the costs of direct-acting antiviral treatment and the need to treat hard-to-reach populations. Access could be widened by shortening or simplifying treatment, but limited research means it is unclear which approaches could achieve sufficiently high cure rates to be acceptable. We present the statistical aspects of a multi-arm trial designed to test multiple strategies simultaneously and a monitoring mechanism to detect and stop individual randomly assigned groups with unacceptably low cure rates quickly. METHODS: The VIETNARMS trial will factorially randomly assign patients to two drug regimens, three treatment-shortening strategies or control, and adjunctive ribavirin or no adjunctive ribavirin with shortening strategies (14 randomly assigned groups). We will use Bayesian monitoring at interim analyses to detect and stop recruitment into unsuccessful strategies, defined by more than 0.95 posterior probability that the true cure rate is less than 90% for the individual randomly assigned group (non-comparative). Final comparisons will be non-inferiority for regimens (margin 5%) and strategies (margin 10%) and superiority for adjunctive ribavirin. Here, we tested the operating characteristics of the stopping guideline for individual randomly assigned groups, planned interim analysis timings and explored power at the final analysis. RESULTS: A beta (4.5, 0.5) prior for the true cure rate produces less than 0.05 probability of incorrectly stopping an individual randomly assigned group with a true cure rate of more than 90%. Groups with very low cure rates (<60%) are very likely (>0.9 probability) to stop after about 25% of patients are recruited. Groups with moderately low cure rates (80%) are likely to stop (0.7 probability) before overall recruitment finishes. Interim analyses 7, 10, 13 and 18 months after recruitment commences provide good probabilities of stopping inferior individual randomly assigned groups. For an overall true cure rate of 95%, power is more than 90% to confirm non-inferiority in the regimen and strategy comparisons, regardless of the control cure rate, and to detect a 5% absolute difference in the ribavirin comparison. CONCLUSIONS: The operating characteristics of the stopping guideline are appropriate, and interim analyses can be timed to detect individual randomly assigned groups that are highly likely to have suboptimal performance at various stages. Therefore, our design is suitable for evaluating treatment-shortening or -simplifying strategies. TRIAL REGISTRATION: ISRCTN registry: ISRCTN61522291. Registered on 4 October 2019. BioMed Central 2020-05-18 /pmc/articles/PMC7236096/ /pubmed/32423467 http://dx.doi.org/10.1186/s13063-020-04350-x Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Methodology McCabe, Leanne White, Ian R. Chau, Nguyen Van Vinh Barnes, Eleanor Pett, Sarah L. Cooke, Graham S. Walker, A. Sarah The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam |
title | The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam |
title_full | The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam |
title_fullStr | The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam |
title_full_unstemmed | The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam |
title_short | The design and statistical aspects of VIETNARMS: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis C treatment strategies in Vietnam |
title_sort | design and statistical aspects of vietnarms: a strategic post-licensing trial of multiple oral direct-acting antiviral hepatitis c treatment strategies in vietnam |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236096/ https://www.ncbi.nlm.nih.gov/pubmed/32423467 http://dx.doi.org/10.1186/s13063-020-04350-x |
work_keys_str_mv | AT mccabeleanne thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT whiteianr thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT chaunguyenvanvinh thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT barneseleanor thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT pettsarahl thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT cookegrahams thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT walkerasarah thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT thedesignandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT mccabeleanne designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT whiteianr designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT chaunguyenvanvinh designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT barneseleanor designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT pettsarahl designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT cookegrahams designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT walkerasarah designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam AT designandstatisticalaspectsofvietnarmsastrategicpostlicensingtrialofmultipleoraldirectactingantiviralhepatitisctreatmentstrategiesinvietnam |