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Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy

BACKGROUND: The current situation in the treatment of chronic myeloid leukaemia (CML) presents a new challenge for attempts to measure the therapeutic results, as the CML patients can experience multiple leukaemia-free periods during the course of their treatment. Traditional measures of treatment e...

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Autores principales: Pavlík, Tomáš, Janoušová, Eva, Pospíšil, Zdeněk, Mužík, Jan, Žáčková, Daniela, Ráčil, Zdeněk, Klamová, Hana, Cetkovský, Petr, Trněný, Marek, Mayer, Jiří, Dušek, Ladislav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3224477/
https://www.ncbi.nlm.nih.gov/pubmed/21988861
http://dx.doi.org/10.1186/1471-2288-11-140
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author Pavlík, Tomáš
Janoušová, Eva
Pospíšil, Zdeněk
Mužík, Jan
Žáčková, Daniela
Ráčil, Zdeněk
Klamová, Hana
Cetkovský, Petr
Trněný, Marek
Mayer, Jiří
Dušek, Ladislav
author_facet Pavlík, Tomáš
Janoušová, Eva
Pospíšil, Zdeněk
Mužík, Jan
Žáčková, Daniela
Ráčil, Zdeněk
Klamová, Hana
Cetkovský, Petr
Trněný, Marek
Mayer, Jiří
Dušek, Ladislav
author_sort Pavlík, Tomáš
collection PubMed
description BACKGROUND: The current situation in the treatment of chronic myeloid leukaemia (CML) presents a new challenge for attempts to measure the therapeutic results, as the CML patients can experience multiple leukaemia-free periods during the course of their treatment. Traditional measures of treatment efficacy such as leukaemia-free survival and cumulative incidence are unable to cope with multiple events in time, e.g. disease remissions or progressions, and as such are inappropriate for the efficacy assessment of the recent CML treatment. METHODS: Standard nonparametric statistical methods are used for estimating two principal characteristics of the current CML treatment: the probability of being alive and leukaemia-free in time after CML therapy initiation, denoted as the current cumulative incidence of leukaemia-free patients; and the probability that a patient is alive and in any leukaemia-free period in time after achieving the first leukaemia-free period on the CML treatment, denoted as the current leukaemia-free survival. The validity of the proposed methods is further documented in the data of the Czech CML patients consecutively recorded between July 2003 and July 2009 as well as in simulated data. RESULTS: The results have shown a difference between the estimates of the current cumulative incidence function and the common cumulative incidence of leukaemia-free patients, as well as between the estimates of the current leukaemia-free survival and the common leukaemia-free survival. Regarding the currently available follow-up period, both differences have reached the maximum (12.8% and 20.8%, respectively) at 3 years after the start of follow-up, i.e. after the CML therapy initiation in the former case and after the first achievement of the disease remission in the latter. CONCLUSIONS: Two quantities for the evaluation of the efficacy of current CML therapy that may be estimated with standard nonparametric methods have been proposed in this paper. Both quantities reliably illustrate a patient's disease status in time because they account for the proportion of patients in the second and subsequent disease remissions. Moreover, the model is also applicable in the future, regardless of what the progress in the CML treatment will be and how many treatment options will be available, respectively.
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spelling pubmed-32244772011-11-30 Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy Pavlík, Tomáš Janoušová, Eva Pospíšil, Zdeněk Mužík, Jan Žáčková, Daniela Ráčil, Zdeněk Klamová, Hana Cetkovský, Petr Trněný, Marek Mayer, Jiří Dušek, Ladislav BMC Med Res Methodol Research Article BACKGROUND: The current situation in the treatment of chronic myeloid leukaemia (CML) presents a new challenge for attempts to measure the therapeutic results, as the CML patients can experience multiple leukaemia-free periods during the course of their treatment. Traditional measures of treatment efficacy such as leukaemia-free survival and cumulative incidence are unable to cope with multiple events in time, e.g. disease remissions or progressions, and as such are inappropriate for the efficacy assessment of the recent CML treatment. METHODS: Standard nonparametric statistical methods are used for estimating two principal characteristics of the current CML treatment: the probability of being alive and leukaemia-free in time after CML therapy initiation, denoted as the current cumulative incidence of leukaemia-free patients; and the probability that a patient is alive and in any leukaemia-free period in time after achieving the first leukaemia-free period on the CML treatment, denoted as the current leukaemia-free survival. The validity of the proposed methods is further documented in the data of the Czech CML patients consecutively recorded between July 2003 and July 2009 as well as in simulated data. RESULTS: The results have shown a difference between the estimates of the current cumulative incidence function and the common cumulative incidence of leukaemia-free patients, as well as between the estimates of the current leukaemia-free survival and the common leukaemia-free survival. Regarding the currently available follow-up period, both differences have reached the maximum (12.8% and 20.8%, respectively) at 3 years after the start of follow-up, i.e. after the CML therapy initiation in the former case and after the first achievement of the disease remission in the latter. CONCLUSIONS: Two quantities for the evaluation of the efficacy of current CML therapy that may be estimated with standard nonparametric methods have been proposed in this paper. Both quantities reliably illustrate a patient's disease status in time because they account for the proportion of patients in the second and subsequent disease remissions. Moreover, the model is also applicable in the future, regardless of what the progress in the CML treatment will be and how many treatment options will be available, respectively. BioMed Central 2011-10-11 /pmc/articles/PMC3224477/ /pubmed/21988861 http://dx.doi.org/10.1186/1471-2288-11-140 Text en Copyright ©2011 Pavlík et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Pavlík, Tomáš
Janoušová, Eva
Pospíšil, Zdeněk
Mužík, Jan
Žáčková, Daniela
Ráčil, Zdeněk
Klamová, Hana
Cetkovský, Petr
Trněný, Marek
Mayer, Jiří
Dušek, Ladislav
Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy
title Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy
title_full Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy
title_fullStr Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy
title_full_unstemmed Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy
title_short Estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy
title_sort estimation of current cumulative incidence of leukaemia-free patients and current leukaemia-free survival in chronic myeloid leukaemia in the era of modern pharmacotherapy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3224477/
https://www.ncbi.nlm.nih.gov/pubmed/21988861
http://dx.doi.org/10.1186/1471-2288-11-140
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