Age at Diagnosis and Patient Preferences for Treatment Outcomes in AML: A Discrete Choice Experiment to Explore Meaningful Benefits

Cancer Epidemiol Biomarkers Prev. 2020 May;29(5):942-948. doi: 10.1158/1055-9965.EPI-19-1277. Epub 2020 Mar 4.

Abstract

Background: The recent expansion of treatment options in acute myeloid leukemia (AML) has necessitated a greater understanding of patient preferences for treatment benefits, about which little is known.

Methods: We sought to quantify and assess heterogeneity of the preferences of AML patients for treatment outcomes. An AML-specific discrete choice experiment (DCE) was developed involving multiple stakeholders. Attributes included in the DCE were event-free survival (EFS), complete remission (CR), time in the hospital, short-term side effects, and long-term side effects. Continuously coded conditional, stratified, and latent-class logistic regressions were used to model preferences of 294 patients with AML.

Results: Most patients were white (89.4%) and in remission (95.0%). A 10% improvement in the chance of CR was the most meaningful offered benefit (P < 0.001). Patients were willing to trade up to 22 months of EFS or endure 8.7 months in the hospital or a two-step increase in long-term side effects to gain a 10% increase in chance of CR. Patients diagnosed at 60 years or older (21.6%) more strongly preferred to avoid short-term side effects (P = 0.03). Latent class analysis showed significant differences of preferences across gender and insurance status.

Conclusions: In this national sample of mostly AML survivors, patients preferred treatments that maximized chance at remission; however, significant preference heterogeneity for outcomes was identified. Age and gender may affect patients' preferences.

Impact: Survivor preferences for outcomes can inform patient-focused drug development and shared decision-making. Further studies are necessary to investigate the use of DCEs to guide treatment for individual patients.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Adult
  • Age Factors
  • Aged
  • Aged, 80 and over
  • Antineoplastic Combined Chemotherapy Protocols / adverse effects
  • Cancer Survivors / psychology*
  • Cancer Survivors / statistics & numerical data
  • Choice Behavior*
  • Decision Making, Shared
  • Disease-Free Survival
  • Female
  • Hematopoietic Stem Cell Transplantation / adverse effects
  • Hematopoietic Stem Cell Transplantation / psychology
  • Hematopoietic Stem Cell Transplantation / statistics & numerical data
  • Humans
  • Insurance Coverage / statistics & numerical data
  • Insurance, Health / statistics & numerical data
  • Latent Class Analysis
  • Leukemia, Myeloid, Acute / mortality
  • Leukemia, Myeloid, Acute / psychology
  • Leukemia, Myeloid, Acute / therapy*
  • Male
  • Middle Aged
  • Neoplasm Recurrence, Local / epidemiology*
  • Neoplasm Recurrence, Local / prevention & control
  • Neoplasm Recurrence, Local / psychology
  • Patient Preference / statistics & numerical data*
  • Sex Factors
  • Surveys and Questionnaires / statistics & numerical data
  • Young Adult