A Simulation Study Using Validated Prognostic Factors to Assess Expected Long-term Survival

M. Pfirrmann; J. Hasford

doi:10.1055/s-0038-1634010

Methods of Information in Medicine, Table of Contents

Methods Inf Med 2005; 44(04): 577-583
DOI: 10.1055/s-0038-1634010

Original Article

Schattauer GmbH

A Simulation Study Using Validated Prognostic Factors to Assess Expected Long-term Survival

M. Pfirrmann

¹IBE Institut für Medizinische Informatik, Biometrie und Epidemiologie, Ludwig-Maximilians-Universität, München, Germany

²GIS Gesellschaft für Informationsverarbeitung und Statistik in der Medizin e.V., München, Germany

,

J. Hasford

¹IBE Institut für Medizinische Informatik, Biometrie und Epidemiologie, Ludwig-Maximilians-Universität, München, Germany

› Author Affiliations

Abstract

Summary

Objectives: In chronic myeloid leukemia, after promising results in major cytogenetic remission (MCR), longterm survival data on imatinib treatment is of particular interest, especially in relation to former standard treatment based on interferon-alpha. However, data is still unavailable and due to high remission rates, most patients randomized to interferon-alpha in a clinical trial crossed over to imatinib. Therefore, to assess the expected long-term survival advantage with imatinib, a simulation study based on prognostic factors validated for interferon-alpha treatment was performed.

Methods: In interferon-alpha-treated patients with intermediate-risk and low-risk according to the established New CML score, survival probabilities of patients with MCR were significantly higher than those of patients without MCR. Three samples with simulated survival data for imatinib-treated intermediate-risk patients were constituted by randomly drawing varying percentages of their survival times from interferon-alpha-treated intermediate-risk patients with MCR and the remaining data from intermediate-risk patients without MCR. The same procedure was applied to low-risk patients.

Results: The 10-year survival probabilities of interferon-alpha-treated intermediate-risk and low-risk patients were 0.22 and 0.37. In the simulated samples, when 80%, 65%, and 50% of survival times were as favorable as for interferon-alpha-treated patients with MCR, respectively, the corresponding survival probabilities were 0.43 and 0.57, 0.36 and 0.49, and 0.30 and 0.42.

Conclusions: In all simulation samples, increments of survival probabilities by imatinib were predicted, although survival probabilities of patients with MCR were assumed to be lower than with interferon-alpha. Prognosticated survival advantage with imatinib is backed by increasing observation time of imatinib-treated patients in real studies.

Keywords

Prognosis - cumulative survival rate - myeloid leukemia - chronic - imatinib mesylate

Full Text

References

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