Long-Term Time-Varying Survival Treatment Effect in the Presence of Scheduled Switch from Placebo to Active Treatment
Author(s)
Rozenbaum M1, Inês M2, Young R3
1Pfizer Inc, Capelle aan den IJssel, Netherlands, 2Pfizer Portugal, Porto Salvo, 11, Portugal, 3Health Economics and Outcomes Research Ltd, Cardiff, CRF, UK
OBJECTIVES To evaluate the treatment effect of tafamidis on overall survival (OS) using data from the long-term extension (LTE) of ATTR-ACT, accounting for treatment switching by placebo patients in the LTE. During ATTR-ACT, a 30-month trial, patients with transthyretin amyloid cardiomyopathy receiving tafamidis had improved survival versus placebo (hazard ratio: 0.70 [95% CI 0.51, 0.96]). The hazards were divergent during the trial; therefore, this point estimate of treatment effect may underestimate survival benefit. The LTE provided tafamidis to placebo patients after 30 months in ATTR-ACT; results accounting for switching are needed to estimate treatment effect. METHODS : Parametric survival models were fitted to the ATTR-ACT placebo arm to allow extrapolated prediction of OS beyond treatment switching; selection was based upon information criteria. The ratios of cumulative hazards from these models and the non-parametric estimate of cumulative hazard of the ATTR-ACT LTE tafamidis 80mg arm yield average hazard ratios to the evaluation time. These estimates will be compared to the treatment effect within ATTR-ACT. RESULTS : Potential models of placebo OS were the Weibull, Gompertz, Gamma and Generalised Gamma, which predicted 60-month survival of 17.6% (95% CI 7.9%, 27.7%); 2.3% (0.0%, 16.3%); 23.0% (14.3%, 31.2%); 8.3% (0.0%, 56.5%) respectively. These models demonstrated monotonically increasing hazard for placebo, suggesting the observed tafamidis effect in ATTR-ACT may be an underestimate. CONCLUSIONS : Extrapolative models of placebo OS, when compared to observed on treatment data, allow for further learnings of the long-term treatment effect of tafamidis, likely correcting the underestimation inherent in ITT analysis due to switch from placebo to active treatment.
Conference/Value in Health Info
2021-11, ISPOR Europe 2021, Copenhagen, Denmark
Value in Health, Volume 24, Issue 12, S2 (December 2021)
Code
POSB426
Topic
Clinical Outcomes, Economic Evaluation, Methodological & Statistical Research
Topic Subcategory
Comparative Effectiveness or Efficacy, Confounding, Selection Bias Correction, Causal Inference, Cost-comparison, Effectiveness, Utility, Benefit Analysis, Relating Intermediate to Long-term Outcomes
Disease
Cardiovascular Disorders, Drugs, Rare and Orphan Diseases