MétaCan
Menu
← Back to cohort
Record W3112890012 · doi:10.1182/blood-2020-136335

Patient Preferences for Maintenance Treatment of Acute Myeloid Leukemia: Results of a Discrete Choice Experiment

2020· article· en· W3112890012 on OpenAlexaboutno aff
Tommi Tervonen, Katelyn Cutts, Jaein Seo, Salem Abi Nehme, Ignazia La Torre, Thibaud Prawitz, Clara Chen, C.L. Beach, Jenny Wang

Bibliographic record

VenueBlood · 2020
Typearticle
Languageen
FieldMedicine
TopicAcute Myeloid Leukemia Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineMaintenance therapyAzacitidineInternal medicineMyeloid leukemiaPlaceboOncologyChemotherapyAlternative medicine

Abstract

fetched live from OpenAlex

Introduction: Standard treatments for older patients (pts) with acute myeloid leukemia (AML) can induce remission; however, responses are often short-lived and survival rates are poor upon relapse (Chen Y, et al. Medicine 2016;95:e4182). To date, no AML maintenance therapies have been approved by the US FDA, but a few have been used 'off-label'. Although some of these maintenance therapies, such as injectable azacitidine (AZA), improved disease-free survival in older pts with AML, overall survival (OS) benefits have been more difficult to achieve. Moreover, injectable therapies are associated with a higher administration burden and infusion reactions, and therefore may not be suitable for long-term maintenance therapy. The randomized, phase 3 QUAZAR AML-001 study (NCT01757535) of CC-486, a novel oral formulation of AZA, was the first maintenance study to demonstrate a significant and clinically meaningful improvement in OS (Wei AH, et al. Blood 2019;134:LBA-3). CC-486 was associated with a 9.9-month increase in OS (vs placebo) with a manageable safety profile and no compromise in health-related quality of life in pts with AML aged ≥ 55 years previously treated with intensive chemotherapy. Although previous research has examined patient preference for induction therapies, very little is known about preferences for AML maintenance therapies. We therefore used an online discrete choice experiment (DCE) survey to determine the relative importance that pts with AML place on key clinical benefits and risks, mode of administration, and out-of-pocket (OOP) costs. Methods: From November 2019 to April 2020, pts aged ≥ 55 years from the USA, Canada, Germany, and Italy who had undergone treatment for AML were invited to participate in an online DCE survey. Attributes in the DCE survey included clinical benefits (time until relapse [6, 12, 24 months] and 2-year survival rate [30%, 50%, 60%]), adverse events (risk of mild-to-moderate stomach problems [40%, 60%, 80%] and risk of serious infection [10%, 20%, 40%]), mode of administration (once-daily oral tablet for 14 or 21 consecutive days/month, subcutaneous [SC] injection in a clinic/hospital for 7 consecutive days/month, or intravenous [IV] infusion in a clinic/hospital for 5 or 7 consecutive days/month), and OOP costs (USD 200, 400, 800). Patient preferences for attribute levels were analyzed using a multinomial logit model and expressed as marginal utilities and maximum acceptable decrease in 2-year survival rate. Results: In total, 170 pts completed DCE surveys (USA, n = 104; Canada, n = 6; Germany, n = 30; and Italy, n = 30). Mean age was 63.0 years, and 54% of pts were male. In all, 73% of pts had achieved remission at any time, 74% had not received prior stem cell transplant, and 79% had been diagnosed with AML in the last 6 months. Based on the DCE survey results, pts valued a 30% increase in the chance of 2-year survival (marginal utility for 60% = 0.84; 95% confidence interval [CI] 0.70-0.99) more than changes in any other attribute. This was followed by a USD 600 decrease in OOP costs (marginal utility for USD 200 = 0.77; 95% CI 0.66-0.89), 18-month increase in time until relapse (marginal utility for 24 months = 0.61, 95% CI 0.48-0.74), an oral tablet for 14 days/month instead of IV infusion 7 days/month (marginal utility = 0.38, 95% CI 0.23-0.54), and a 30% decrease in the risk of serious infection due to injection (marginal utility for 10% = 0.20; 95% CI 0.09-0.32). Risk of mild-to-moderate stomach problems was not important to pts (Figure). Pts preferred an oral tablet taken either 14 or 21 days/month over SC injection 7 days/month (both P = 0.002). In addition, pts were willing to accept a 16% and 14% decrease in the chance of 2-year survival to switch from IV infusion in a clinic/hospital for 7 consecutive days/month to an oral tablet for 14 days/month (95% CI 9.95-22.08) or 21 days/month (95% CI 7.44-20.50), respectively. Conclusions: In this survey of pts with AML, the most important attribute during maintenance therapy was the probability of survival at 2 years. In addition, pts demonstrated a significant preference toward an oral tablet over IV infusions and SC injections in a clinic/hospital, and were willing to accept a significant decrease in treatment efficacy in favor of an oral mode of administration. This study provides valuable insights into patient preferences and may help inform decision-making for AML maintenance therapies. Disclosures Tervonen: Evidera: Current Employment, Current equity holder in publicly-traded company. Seo:Bristol Myers Squibb: Research Funding; Evidera: Current Employment. Nehme:Bristol Myers Squibb: Current Employment, Current equity holder in publicly-traded company. La Torre:Bristol Myers Squibb: Current Employment. Prawitz:Bristol Myers Squibb: Research Funding; Evidera: Current Employment. Chen:Bristol Myers Squibb: Current Employment, Current equity holder in publicly-traded company. Beach:Bristol Myers Squibb: Current Employment. Wang:Bristol Myers Squibb: Current Employment, Current equity holder in publicly-traded company.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.018
metaresearch head score (Gemma)0.035
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.018
Threshold uncertainty score0.095

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.035
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0130.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.035
GPT teacher head0.308
Teacher spread0.272 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueBlood→Same topicAcute Myeloid Leukemia Research→French-language works237,207→