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Enregistrement W4389244018 · doi:10.1182/blood-2023-182700

Long-Term Outcome of Multiple Myeloma Patients Receiving Autologous Stem Cell Transplantation (ASCT) - Impact of Therapeutic Strategy Following ASCT

2023· article· en· W4389244018 sur OpenAlexaff
Émilie Martin, Stéphane Morisset, Mohamad Sobh, Alfred Quillon, Hélène Boyer, Philippe Rey, Emmanuelle Nicolas‐Virelizier, Amine Belhabri, Yann Guillermin, Laure Lebras, Valérie Mialou, Jean Paul Bourgeot, M Teyssier, Anne‐Sophie Michallet, Mauricette Michallet

Notice bibliographique

RevueBlood · 2023
Typearticle
Langueen
DomaineMedicine
ThématiqueMultiple Myeloma Research and Treatments
Établissements canadiensUniversity of Ottawa
Organismes subventionnairesnon disponible
Mots-clésMedicineMelphalanMultiple myelomaAutologous stem-cell transplantationOncologyInternal medicineUnivariate analysisTransplantationHematopoietic stem cell transplantationProportional hazards modelSurvival analysisMultivariate analysisProgression-free survivalSurgeryChemotherapy

Résumé

récupéré en direct d'OpenAlex

Introduction Despite all the therapeutic progress made in multiple myeloma (MM), the standard of care for eligible patients remains an intensive induction therapy followed by high dose melphalan and autologous stem cell transplantation (ASCT). Material and methods This present retrospective study included MM patients treated in Lyon between 1997 and 2020. All patients received induction chemotherapy followed by intensive chemotherapy and ASCT, with or without consolidation and maintenance therapy. Number and type of therapeutic lines administered for relapse after ASCT were analyzed. All data were reported in the European blood and marrow transplantation (EBMT) PROMISE registry. Statistical analysis Descriptive analyses were used for demographic variables, biological parameters, and treatment characteristics. Overall survival (OS) and progression-free survival (PFS) were presented using the Kaplan-Meier method and log-rank tests were performed to compare survival curves. Univariate and multivariate analyses were computed using Cox regressions and the multivariate analyses considered the variables for which the univariate ANOVA p-value was≤ 10%. Statistical analyses and graphics were computed with R v4.1.2, with the help of ‘survival’ and ‘ggplot2‘ packages. Results Before ASCT A total of 342 patients were included in the study (median 60 years (range: 28-73), 58% were male, 89.4% were diagnosed with a type III myeloma according to the Salmon and Durie classification. No genetic analysis was performed at that time. Most patients (92.5%) had a performance status (PS) of 0 or 1. The type of myeloma was heavy chain and light chain myeloma for 75.7% patients (68.9% of IgG kappa) and light chain myeloma in 23.1%. The median delay between diagnosis and ASCT was 4.8 months. Before ASCT, patients received an induction therapy with VTD in 54.1% of cases, VD in 30.1%, and more recently VRD in 16.1%. Disease status before ASCT was complete remission (CR) for 17.5% of the patients, partial remission (PR) and very good partial remission (VGPR) for 79.2% of patients and progressive disease or relapse for 3.0% of them. After ASCT The median duration of aplasia was 11 days. At day 100, the response was CR in 166 patients (50.5%), 182 patients (54.7%) received a consolidation treatment and 71 patients (20.8%) a maintenance therapy (Revlimid® for 90% of them). Overall, 227 (66.4%) patients relapsed. The median delay between ASCT and relapse was 22.5 months (0.89-229.13) and the median follow-up duration was 46.7 months (0.33-287.97). Among the 227 patients who relapsed, 6 patients were not treated, 79 patients (23.1%) received one chemotherapy line, 32 patients (9.4%) received two lines, 38 (11.1%) received 3 and 72 (21.1%) received at least 4 lines and up to 8. Overall survival and progression free survival The median OS was 132 [95% CI 110.6; NR] months from diagnosis and 122.8 [100.9; NR] months from ASCT. The median PFS was 39.35 [36.25; 43.37] months from diagnosis and 31.07 [28.42; 35.91] months from ASCT (Figure 1 A, B). In multivariate analysis on OS, the shorter aplasia duration (p<0.001) and consolidation and maintenance (p<0.001) were significantly associated with a significant better OS. The median OS was not reached from ASCT for patients who have received both consolidation and maintenance treatments and no death was reported. (Figure 1 C). For patients receiving chemotherapy lines for relapses after ASCT (Figure 1D) regardless of the number of lines the median OS was102.4 months and the 10-year OS probability was 45.6%. The OS of patients who received 3 lines of treatment was identical to that of patients who received one or 2 lines after ASCT. The median OS after 1 to 2 lines of chemotherapy after ASCT was not reached and was 127.15 months [70.6-NR] for those receiving 3 lines (Figure 4B). The OS of patients who received more than 4 chemotherapy lines after ASCT was significantly lower compared to the OS (p=0.0096) with a median [95%CI] OS of 85.5 months [65.61-106.15]. In conclusion this study showed the significant positive impact on OS of the association consolidation and maintenance. We have also studied the impact of number of chemotherapy lines and the impact on OS and PFS of kind of treatment will be discussed.

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)0,001
score de la tête « metaresearch » (Gemma)0,002
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: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,002
Score d'incertitude au seuil0,006

Scores du classifieur distillé par catégorie (deux têtes)

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

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 Opus0,043
Tête enseignante GPT0,334
Écart entre enseignants0,291 · 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

Citations0
Publié2023
Routes d'admission1
Résumé présentoui

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