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Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data

Allogeneic stem cell transplantation (ASCT) from related or unrelated donors may cure patients with myelodysplastic syndromes (MDS), a heterogeneous group of clonal stem cell disorders. We analysed 384 elderly patients (55-69 years) with advanced MDS who received either ASCT (n=247) and were reporte...

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Autores principales: Brand, Ronald, Putter, Hein, van Biezen, Anja, Niederwieser, Dietger, Martino, Rodrigo, Mufti, Ghulam, Onida, Francesco, Symeonidis, Argiris, Schmid, Christoph, Garderet, Laurent, Robin, Marie, van Gelder, Michel, Finke, Jürgen, Bornhäuser, Martin, Kobbe, Guido, Germing, Ulrich, de Witte, Theo, Kröger, Nicolaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3792099/
https://www.ncbi.nlm.nih.gov/pubmed/24116002
http://dx.doi.org/10.1371/journal.pone.0074368
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author Brand, Ronald
Putter, Hein
van Biezen, Anja
Niederwieser, Dietger
Martino, Rodrigo
Mufti, Ghulam
Onida, Francesco
Symeonidis, Argiris
Schmid, Christoph
Garderet, Laurent
Robin, Marie
van Gelder, Michel
Finke, Jürgen
Bornhäuser, Martin
Kobbe, Guido
Germing, Ulrich
de Witte, Theo
Kröger, Nicolaus
author_facet Brand, Ronald
Putter, Hein
van Biezen, Anja
Niederwieser, Dietger
Martino, Rodrigo
Mufti, Ghulam
Onida, Francesco
Symeonidis, Argiris
Schmid, Christoph
Garderet, Laurent
Robin, Marie
van Gelder, Michel
Finke, Jürgen
Bornhäuser, Martin
Kobbe, Guido
Germing, Ulrich
de Witte, Theo
Kröger, Nicolaus
author_sort Brand, Ronald
collection PubMed
description Allogeneic stem cell transplantation (ASCT) from related or unrelated donors may cure patients with myelodysplastic syndromes (MDS), a heterogeneous group of clonal stem cell disorders. We analysed 384 elderly patients (55-69 years) with advanced MDS who received either ASCT (n=247) and were reported to The European Group for Blood and Marrow Transplantation (EBMT) or a non –transplant approach (n=137) reported to the Düsseldorf registry. Besides an attempt to answer the question of „comparison“, the purpose of this work is to explain the difficulties in comparing a non-transplant with a transplant cohort, when death before transplant is likely but unknown and the selection of patients for transplant is based on assumptions. It shows which methods are almost always biased and that even the most sophisticated approaches crucially rely on clinical assumptions. Using the most appropriate model for our data, we derive an overall univariate non-significant survival disadvantage for the transplant cohort (HR: 1.29, p = 0.11). We show that such an “average” hazard ratio is however misleading due to non-proportionality of the hazards reflecting early treatment related mortality, the occurring of which is logically correlated with the interval between diagnosis and transplant creating a disproportional drop in the (reconstructed) survival curve of the transplanted patients. Also in multivariate analysis (correcting for age > 60 (HR: 1.4, p = 0.02) and abnormal cytogenetics (HR: 1.46, p = 0.01)), transplantation seems to be worse (HR: 1.39, p = 0.05) but only in the (incorrect but commonly applied) model without time varying covariates. The long term (time depending) hazard ratio is shown to be virtually 1 and overall survival is virtually identical in both groups. Nonetheless no conclusion can be reached from a clinical point of view without assumptions which are by their very nature untestable unless all patients would be followed from diagnosis.
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spelling pubmed-37920992013-10-10 Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data Brand, Ronald Putter, Hein van Biezen, Anja Niederwieser, Dietger Martino, Rodrigo Mufti, Ghulam Onida, Francesco Symeonidis, Argiris Schmid, Christoph Garderet, Laurent Robin, Marie van Gelder, Michel Finke, Jürgen Bornhäuser, Martin Kobbe, Guido Germing, Ulrich de Witte, Theo Kröger, Nicolaus PLoS One Research Article Allogeneic stem cell transplantation (ASCT) from related or unrelated donors may cure patients with myelodysplastic syndromes (MDS), a heterogeneous group of clonal stem cell disorders. We analysed 384 elderly patients (55-69 years) with advanced MDS who received either ASCT (n=247) and were reported to The European Group for Blood and Marrow Transplantation (EBMT) or a non –transplant approach (n=137) reported to the Düsseldorf registry. Besides an attempt to answer the question of „comparison“, the purpose of this work is to explain the difficulties in comparing a non-transplant with a transplant cohort, when death before transplant is likely but unknown and the selection of patients for transplant is based on assumptions. It shows which methods are almost always biased and that even the most sophisticated approaches crucially rely on clinical assumptions. Using the most appropriate model for our data, we derive an overall univariate non-significant survival disadvantage for the transplant cohort (HR: 1.29, p = 0.11). We show that such an “average” hazard ratio is however misleading due to non-proportionality of the hazards reflecting early treatment related mortality, the occurring of which is logically correlated with the interval between diagnosis and transplant creating a disproportional drop in the (reconstructed) survival curve of the transplanted patients. Also in multivariate analysis (correcting for age > 60 (HR: 1.4, p = 0.02) and abnormal cytogenetics (HR: 1.46, p = 0.01)), transplantation seems to be worse (HR: 1.39, p = 0.05) but only in the (incorrect but commonly applied) model without time varying covariates. The long term (time depending) hazard ratio is shown to be virtually 1 and overall survival is virtually identical in both groups. Nonetheless no conclusion can be reached from a clinical point of view without assumptions which are by their very nature untestable unless all patients would be followed from diagnosis. Public Library of Science 2013-10-07 /pmc/articles/PMC3792099/ /pubmed/24116002 http://dx.doi.org/10.1371/journal.pone.0074368 Text en © 2013 Brand et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Brand, Ronald
Putter, Hein
van Biezen, Anja
Niederwieser, Dietger
Martino, Rodrigo
Mufti, Ghulam
Onida, Francesco
Symeonidis, Argiris
Schmid, Christoph
Garderet, Laurent
Robin, Marie
van Gelder, Michel
Finke, Jürgen
Bornhäuser, Martin
Kobbe, Guido
Germing, Ulrich
de Witte, Theo
Kröger, Nicolaus
Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data
title Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data
title_full Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data
title_fullStr Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data
title_full_unstemmed Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data
title_short Comparison of Allogeneic Stem Cell Transplantation and Non-Transplant Approaches in Elderly Patients with Advanced Myelodysplastic Syndrome: Optimal Statistical Approaches and a Critical Appraisal of Clinical Results Using Non-Randomized Data
title_sort comparison of allogeneic stem cell transplantation and non-transplant approaches in elderly patients with advanced myelodysplastic syndrome: optimal statistical approaches and a critical appraisal of clinical results using non-randomized data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3792099/
https://www.ncbi.nlm.nih.gov/pubmed/24116002
http://dx.doi.org/10.1371/journal.pone.0074368
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