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Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately
PURPOSE: Two-stage single-arm designs have historically been the most common design used in phase II oncology. They remain a mainstay today, particularly for trials in rare subgroups. Consequently, it is imperative such studies be designed, analyzed, and reported effectively. We comprehensively revi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8691516/ https://www.ncbi.nlm.nih.gov/pubmed/34950839 http://dx.doi.org/10.1200/PO.21.00276 |
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author | Grayling, Michael J. Mander, Adrian P. |
author_facet | Grayling, Michael J. Mander, Adrian P. |
author_sort | Grayling, Michael J. |
collection | PubMed |
description | PURPOSE: Two-stage single-arm designs have historically been the most common design used in phase II oncology. They remain a mainstay today, particularly for trials in rare subgroups. Consequently, it is imperative such studies be designed, analyzed, and reported effectively. We comprehensively review such trials to examine whether this is the case. METHODS: Oncology trials that used Simon's two-stage design over a 5-year period were identified and reviewed. They were evaluated for whether they reported sufficient design (eg, required sample size) and analysis (eg, CI) details. Articles that did not adjust their inference for the incorporation of an interim analysis were also reanalyzed. RESULTS: Four-hundred twenty-five articles were included. Of these, just 47.5% provided the five components that ensure design reproducibility. Only 1.2% and 2.1% reported an adjusted point estimate or CI, respectively. Just 55.3% provided the final stage rejection bound, indicating many trials did not test a hypothesis for their primary outcome. Trial reanalyses suggested reported point estimates underestimated treatment effects and reported CIs were too narrow. CONCLUSION: Key design details of two-stage single-arm trials are often unreported. Their inference is rarely performed such as to remove bias introduced by the interim analysis. These findings are particular alarming when considered against the growing trend in which nonrandomized trials make up a large proportion of all evidence on a treatment's effectiveness in a rare biomarker-defined patient subgroup. Future studies must improve the way they are analyzed and reported. |
format | Online Article Text |
id | pubmed-8691516 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-86915162021-12-22 Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately Grayling, Michael J. Mander, Adrian P. JCO Precis Oncol ORIGINAL REPORTS PURPOSE: Two-stage single-arm designs have historically been the most common design used in phase II oncology. They remain a mainstay today, particularly for trials in rare subgroups. Consequently, it is imperative such studies be designed, analyzed, and reported effectively. We comprehensively review such trials to examine whether this is the case. METHODS: Oncology trials that used Simon's two-stage design over a 5-year period were identified and reviewed. They were evaluated for whether they reported sufficient design (eg, required sample size) and analysis (eg, CI) details. Articles that did not adjust their inference for the incorporation of an interim analysis were also reanalyzed. RESULTS: Four-hundred twenty-five articles were included. Of these, just 47.5% provided the five components that ensure design reproducibility. Only 1.2% and 2.1% reported an adjusted point estimate or CI, respectively. Just 55.3% provided the final stage rejection bound, indicating many trials did not test a hypothesis for their primary outcome. Trial reanalyses suggested reported point estimates underestimated treatment effects and reported CIs were too narrow. CONCLUSION: Key design details of two-stage single-arm trials are often unreported. Their inference is rarely performed such as to remove bias introduced by the interim analysis. These findings are particular alarming when considered against the growing trend in which nonrandomized trials make up a large proportion of all evidence on a treatment's effectiveness in a rare biomarker-defined patient subgroup. Future studies must improve the way they are analyzed and reported. Wolters Kluwer Health 2021-12-16 /pmc/articles/PMC8691516/ /pubmed/34950839 http://dx.doi.org/10.1200/PO.21.00276 Text en © 2021 by American Society of Clinical Oncology https://creativecommons.org/licenses/by-nc-nd/4.0/Creative Commons Attribution Non-Commercial No Derivatives 4.0 License: https://creativecommons.org/licenses/by-nc-nd/4.0/ |
spellingShingle | ORIGINAL REPORTS Grayling, Michael J. Mander, Adrian P. Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately |
title | Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately |
title_full | Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately |
title_fullStr | Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately |
title_full_unstemmed | Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately |
title_short | Two-Stage Single-Arm Trials Are Rarely Analyzed Effectively or Reported Adequately |
title_sort | two-stage single-arm trials are rarely analyzed effectively or reported adequately |
topic | ORIGINAL REPORTS |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8691516/ https://www.ncbi.nlm.nih.gov/pubmed/34950839 http://dx.doi.org/10.1200/PO.21.00276 |
work_keys_str_mv | AT graylingmichaelj twostagesinglearmtrialsarerarelyanalyzedeffectivelyorreportedadequately AT manderadrianp twostagesinglearmtrialsarerarelyanalyzedeffectivelyorreportedadequately |