PLoS ONE (Jan 2015)

The Predicted Impact of Ipilimumab Usage on Survival in Previously Treated Advanced or Metastatic Melanoma in the UK.

  • James Larkin,
  • Anthony J Hatswell,
  • Paul Nathan,
  • Maximilian Lebmeier,
  • Dawn Lee

DOI
https://doi.org/10.1371/journal.pone.0145524
Journal volume & issue
Vol. 10, no. 12
p. e0145524

Abstract

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BACKGROUND:Evaluating long-term prognosis is important for physicians, patients and payers. This study reports the results of a model developed to predict long-term survival for UK patients receiving second-line ipilimumab. METHODS:MDX010-20 trial data were used to predict survival for ipilimumab versus UK best supportive care. Two aspects of this analysis required novel approaches: 1) The overall survival Kaplan-Meier data shape is unusual: an initial steep decline is observed before a 'plateau'. 2) The need to extrapolate beyond the trial end (4.6 years). Based upon UK clinician advice, a three-part curve fit was used: from 0-1.5 years, Kaplan-Meier data from the trial; from 1.5-5 years, standard parametric curve fits; after 5 years, long-term data from the American Joint Committee on Cancer registry. RESULTS:This approach provided good internal validity: low mean absolute error and good match to median and mean trial data. Lifetime predicted means were 2.77 years for ipilimumab and 1.07 for best supportive care, driven by increased long-term survival with ipilimumab. CONCLUSION:To understand the full benefit of treatment and to meet reimbursement requirements, accurate estimation of treatment benefit is key. Models, such as the one presented, can be used to extrapolate beyond trials.