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Enregistrement 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 sur OpenAlexaboutno aff
Tommi Tervonen, Katelyn Cutts, Jaein Seo, Salem Abi Nehme, Ignazia La Torre, Thibaud Prawitz, Clara Chen, C.L. Beach, Jenny Wang

Notice bibliographique

RevueBlood · 2020
Typearticle
Langueen
DomaineMedicine
ThématiqueAcute Myeloid Leukemia Research
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicineMaintenance therapyAzacitidineInternal medicineMyeloid leukemiaPlaceboOncologyChemotherapyAlternative medicine

Résumé

récupéré en direct d'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.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,018
score de la tête « metaresearch » (Gemma)0,035
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,018
Score d'incertitude au seuil0,095

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0180,035
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,002
Bibliométrie0,0000,000
Études des sciences et des technologies0,0010,002
Communication savante0,0020,002
Science ouverte0,0010,001
Intégrité de la recherche0,0020,004
Charge utile insuffisante (le modèle a refusé de juger)0,0130,001

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,035
Tête enseignante GPT0,308
Écart entre enseignants0,272 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations2
Publié2020
Routes d'admission1
Résumé présentoui

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