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Enregistrement W2760837506 · doi:10.1182/blood.v128.22.1183.1183

ABVD Versus Combination Baseline Beacopp/Escalated Beacopp in the Treatment of Newly Diagnosed Advanced-Stage Hodgkin Lymphoma: A Decision Analysis

2016· article· en· W2760837506 sur OpenAlexaff
Abi Vijenthira, Matthew C. Cheung, Chai W. Phua, Kelvin Chan, J Graczyk, Rena Buckstein, Anca Prica

Notice bibliographique

RevueBlood · 2016
Typearticle
Langueen
DomaineMedicine
ThématiqueLymphoma Diagnosis and Treatment
Établissements canadiensPrincess Margaret Cancer CentreHealth Sciences CentreSunnybrook Health Science CentreBarrie Urology GroupUniversity of Toronto
Organismes subventionnairesnon disponible
Mots-clésABVDMedicineDacarbazineProcarbazineOncologyInternal medicineHodgkin's lymphomaVincristineLymphomaChemotherapyCyclophosphamide

Résumé

récupéré en direct d'OpenAlex

Abstract Background: The past 30 years has heralded significant improvements in the treatment and outcomes of patients with advanced-stage Hodgkin lymphoma, with the introduction of ABVD (doxorubicin, bleomycin, vinblastine, and dacarbazine) and various combinations of BEACOPPbaseline and BEACOPPescalated (bleomycin,etoposide, doxorubicin, cyclophosphamide, vincristine,procarbazine, and prednisone). Initially, BEACOPP-containing regimens demonstrated superior progression-free survival (PFS) and overall survival (OS) compared to ABVD, despite higher rates of hematologic toxicity, infections, and infertility. However, the superiority of this regimen was tempered by concerns of increased toxicity and long-term complications including secondary malignancy and infertility. Furthermore, quality-adjusted measures and patient preferences have not been factored into analyses of the evidence. We performed a decision analysis to explore the trade-off that occurs when initial improvements in progression-free survival and overall survival are balanced with increased morbidity and mortality associated with infections, secondary malignancies, and infertility in the BEACOPP-containing strategy. Methods: We developed a Markov decision-analytic model to compare ABVD versus BEACOPPbaseline and BEACOPPescalated (hereinafter referred to as BEACOPP) for a hypothetical cohort of transplant-eligible patients withnewly-diagnosed, advanced-stage Hodgkin lymphoma. The model simulates the clinical course of patients over a 20-year time horizon, with the end-points of life expectancy and quality-adjusted life expectancy. The baseline probabilities used in the model were derived from a systematic review of published randomized controlled trials. Key variables included response, relapse and survival rates comparing ABVD versus BEACOPP, risk of developing complications such as infection, infertility, or secondary malignancy with each strategy, and the estimated survival once secondary malignancy develops. We also incorporated therapies for relapsed disease including autologous stem cell transplantation, and post-transplant strategies, based on available data. Efficacy was discounted by 3%. The model incorporated data on health state utilities, which were derived from a review of the literature. Sensitivity analyses were performed for key variables. Results: Based on a 20-year model with 100,000 trials, life expectancy was 10.9 years with ABVD and 12.3 years with BEACOPP, resulting in a net benefit of 1.4 years for the BEACOPP strategy. The quality-adjusted life expectancies for the two strategies, respectively, were 9.1 and 10.5 years, with an expected benefit of 1.4 QALYs with BEACOPP. Sensitivity analyses demonstrated that the model was robust to the key variables of probability of death from secondary malignancy, probability of relapse, and probability of infertility secondary to BEACOPP. A range of relapse probabilities post-ABVD and BEACOPP were tested in sensitivity analyses, and BEACOPP was consistently superior, with the lowest difference between QALYs found to be 0.5 QALYs. In sensitivity analysis of treatment-related mortality secondary to BEACOPP, the threshold value was found to be 8% mortality over the6 monthtreatment period, a value much greater than that reported in the literature (see Figure 1). The threshold utility of infertility was found to be 0.60 in sensitivity analysis (see Figure 2), a value lower than the utility derived from a systemic review of the literature (0.87). Onmicrosimulation(100,000 trials), 88% of the simulations showed that BEACOPP was the preferred strategy compared to ABVD. Conclusion: The preferred treatment strategy for patients with newly diagnosed advanced-stage Hodgkin lymphoma is a combination BEACOPP regimen. This strategy maximizes life expectancy and quality-adjusted life years, accounting for the increased rates of hematologic toxicity, secondary malignancy, and infertility in patients receiving the BEACOPP strategy. The model was robust to sensitivity analyses of key variables tested through plausible ranges obtained from the published literature. Disclosures Buckstein: Novartis: Honoraria; Celgene: Honoraria, Research Funding. Prica:Celgene: Honoraria; Janssen: Honoraria.

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)0,015
score de la tête « metaresearch » (Gemma)0,020
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Simulation ou modélisation · Signal consensuel: Simulation ou modélisation
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,015
Score d'incertitude au seuil0,080

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0150,020
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0020,004
Bibliométrie0,0010,001
Études des sciences et des technologies0,0010,001
Communication savante0,0020,001
Science ouverte0,0020,001
Intégrité de la recherche0,0020,003
Charge utile insuffisante (le modèle a refusé de juger)0,0040,000

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 Opus0,016
Tête enseignante GPT0,285
Écart entre enseignants0,268 · 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'étudeSimulation ou modélisation
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

Citations1
Publié2016
Routes d'admission1
Résumé présentoui

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