Cargando…
Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML)
INTRODUCTION: Among patients with acute myeloid leukemia (AML), the DACO-016 randomized study showed reduction in mortality for decitabine [Dacogen(®) (DAC), Eisai Inc., Woodcliff Lake, NJ, USA] compared with treatment choice (TC): at primary analysis the hazard ratio (HR) was 0.85 (95% confidence i...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Healthcare
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4604504/ https://www.ncbi.nlm.nih.gov/pubmed/26369324 http://dx.doi.org/10.1007/s12325-015-0238-9 |
_version_ | 1782395066724122624 |
---|---|
author | Tomeczkowski, Jörg Lange, Ansgar Güntert, Andreas Thilakarathne, Pushpike Diels, Joris Xiu, Liang De Porre, Peter Tapprich, Christoph |
author_facet | Tomeczkowski, Jörg Lange, Ansgar Güntert, Andreas Thilakarathne, Pushpike Diels, Joris Xiu, Liang De Porre, Peter Tapprich, Christoph |
author_sort | Tomeczkowski, Jörg |
collection | PubMed |
description | INTRODUCTION: Among patients with acute myeloid leukemia (AML), the DACO-016 randomized study showed reduction in mortality for decitabine [Dacogen(®) (DAC), Eisai Inc., Woodcliff Lake, NJ, USA] compared with treatment choice (TC): at primary analysis the hazard ratio (HR) was 0.85 (95% confidence interval 0.69–1.04; stratified log-rank P = 0.108). With two interim analyses, two-sided alpha was adjusted to 0.0462. With 1-year additional follow-up the HR reached 0.82 (nominal P = 0.0373). These data resulted in approval of DAC in the European Union, though not in the United States. Though pre-specified, the log-rank test could be considered not optimal to assess the observed survival difference because of the non-proportional hazard nature of the survival curves. METHODS: We applied the Wilcoxon test as a sensitivity analysis. Patients were randomized to DAC (N = 242) or TC (N = 243). One-hundred and eight (44.4%) patients in the TC arm and 91 (37.6%) patients in the DAC arm selectively crossed over to subsequent disease modifying therapies at progression, which might impact the survival beyond the median with resultant converging curves (and disproportional hazards). RESULTS: The stratified Wilcoxon test showed a significant improvement in median (CI 95%) overall survival with DAC [7.7 (6.2; 9.2) months] versus TC [5.0 (4.3; 6.3) months; P = 0.0458]. CONCLUSION: Wilcoxon test indicated significant increase in survival for DAC versus TC compared to log-rank test. FUNDING: Janssen-Cilag GmbH. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s12325-015-0238-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4604504 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-46045042015-10-19 Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML) Tomeczkowski, Jörg Lange, Ansgar Güntert, Andreas Thilakarathne, Pushpike Diels, Joris Xiu, Liang De Porre, Peter Tapprich, Christoph Adv Ther Original Research INTRODUCTION: Among patients with acute myeloid leukemia (AML), the DACO-016 randomized study showed reduction in mortality for decitabine [Dacogen(®) (DAC), Eisai Inc., Woodcliff Lake, NJ, USA] compared with treatment choice (TC): at primary analysis the hazard ratio (HR) was 0.85 (95% confidence interval 0.69–1.04; stratified log-rank P = 0.108). With two interim analyses, two-sided alpha was adjusted to 0.0462. With 1-year additional follow-up the HR reached 0.82 (nominal P = 0.0373). These data resulted in approval of DAC in the European Union, though not in the United States. Though pre-specified, the log-rank test could be considered not optimal to assess the observed survival difference because of the non-proportional hazard nature of the survival curves. METHODS: We applied the Wilcoxon test as a sensitivity analysis. Patients were randomized to DAC (N = 242) or TC (N = 243). One-hundred and eight (44.4%) patients in the TC arm and 91 (37.6%) patients in the DAC arm selectively crossed over to subsequent disease modifying therapies at progression, which might impact the survival beyond the median with resultant converging curves (and disproportional hazards). RESULTS: The stratified Wilcoxon test showed a significant improvement in median (CI 95%) overall survival with DAC [7.7 (6.2; 9.2) months] versus TC [5.0 (4.3; 6.3) months; P = 0.0458]. CONCLUSION: Wilcoxon test indicated significant increase in survival for DAC versus TC compared to log-rank test. FUNDING: Janssen-Cilag GmbH. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s12325-015-0238-9) contains supplementary material, which is available to authorized users. Springer Healthcare 2015-09-14 2015 /pmc/articles/PMC4604504/ /pubmed/26369324 http://dx.doi.org/10.1007/s12325-015-0238-9 Text en © The Author(s) 2015 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits any noncommercial use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Original Research Tomeczkowski, Jörg Lange, Ansgar Güntert, Andreas Thilakarathne, Pushpike Diels, Joris Xiu, Liang De Porre, Peter Tapprich, Christoph Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML) |
title | Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML) |
title_full | Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML) |
title_fullStr | Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML) |
title_full_unstemmed | Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML) |
title_short | Converging or Crossing Curves: Untie the Gordian Knot or Cut it? Appropriate Statistics for Non-Proportional Hazards in Decitabine DACO-016 Study (AML) |
title_sort | converging or crossing curves: untie the gordian knot or cut it? appropriate statistics for non-proportional hazards in decitabine daco-016 study (aml) |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4604504/ https://www.ncbi.nlm.nih.gov/pubmed/26369324 http://dx.doi.org/10.1007/s12325-015-0238-9 |
work_keys_str_mv | AT tomeczkowskijorg convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml AT langeansgar convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml AT guntertandreas convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml AT thilakarathnepushpike convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml AT dielsjoris convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml AT xiuliang convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml AT deporrepeter convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml AT tapprichchristoph convergingorcrossingcurvesuntiethegordianknotorcutitappropriatestatisticsfornonproportionalhazardsindecitabinedaco016studyaml |