Matching-Adjusted Indirect Comparison (MAIC) of Lisocabtagene Maraleucel (liso-cel) Vs Axicabtagene Ciloleucel (axi-cel) and Tisagenlecleucel in Relapsed/Refractory (R/R) Large B-Cell Lymphoma (LBCL)
Notice bibliographique
Résumé
Introduction: Chimeric antigen receptor T cell therapies have shown encouraging, durable responses in patients with R/R LBCL, yet no head-to-head clinical trials comparing options exist to date. We conducted 2 separate pair-wise MAICs to compare treatment effects of liso-cel vs both axi-cel and tisagenlecleucel. Methods: MAICs were used to estimate population-adjusted relative treatment effects associated with liso-cel (TRANSCEND NHL 001 [TRANSCEND]; NCT02631044; N = 256) vs axi-cel (ZUMA-1; NCT02348216; N = 101) and vs tisagenlecleucel (JULIET; NCT02445248; N = 111). Outcomes of interest included efficacy (overall and complete response rates [ORR/CRR], overall survival [OS], and progression-free survival [PFS]) and safety (cytokine release syndrome [CRS] by Lee criteria, neurological events [NEs], aphasia, encephalopathy, infections, hypogammaglobulinemia, and prolonged cytopenia). Individual patient data (IPD) from TRANSCEND were adjusted to match the marginal distribution (eg, mean, variance) of clinical factors among patients from ZUMA-1 and JULIET. Patients from TRANSCEND were removed from the IPD set if they did not satisfy eligibility criteria specified in the comparator trial for each MAIC. IPD for patients who remained in the TRANSCEND data set were weighted using a method-of-moments propensity score model. Baseline characteristic and outcome definitions were aligned with those in ZUMA-1 or JULIET. Clinically relevant prognostic factors (identified from literature, TRANSCEND data, and 5 independent clinical experts) were adjusted collectively in a stepwise fashion by ranked order. Key matched and adjusted variables in 1 or both comparisons included: disease histology, Eastern Cooperative Oncology Group performance status (ECOG PS), central nervous system (CNS) involvement, prior allogeneic/autologous hematopoietic stem cell transplant (HSCT), tumor burden, International Prognostic Index score, response to last therapy, bulky disease, and age. Efficacy outcomes in patients without bridging therapy were evaluated; however, ZUMA-1 and TRANSCEND treatment protocols differed in bridging therapy use (not allowed in ZUMA-1) and time to product availability (median, 17 vs 24 days, respectively). Results : After aligning definitions of baseline characteristics among trials, substantial differences were noted for ECOG PS of 2, tumor burden, active CNS involvement, number of prior lines of therapy, prior allogeneic HSCT, and history of hematologic comorbidities between studies. Overall, TRANSCEND included a larger sample size and broader patient population vs comparator trials, allowing for successful MAIC adjustments. When comparing TRANSCEND to ZUMA-1, MAIC-weighted efficacy outcomes were comparable between trials: odds ratios (ORs [95% CI]) for ORR and CRR with liso-cel vs axi-cel were 0.85 (0.48-1.52) and 0.78 (0.47-1.27), respectively; hazard ratios (HRs [95% CI]) for OS and PFS were 1.15 (0.80-1.65) and 1.30 (0.96-1.77), respectively (Figure). When limited to patients without bridging therapy, differences between trials remained statistically insignificant. MAIC-weighted safety outcomes showed a favorable safety profile for liso-cel, with a statistically significant lower odds of CRS, NEs (including aphasia and encephalopathy), and infections vs axi-cel. ORs (95% CI) for all-grade and grade ≥3 CRS with liso-cel vs axi-cel were 0.06 (0.03-0.13) and 0.16 (0.06-0.47), respectively; ORs for all-grade and grade ≥3 NEs were 0.21 (0.13-0.35) and 0.31 (0.18-0.54), respectively. When comparing TRANSCEND to JULIET, liso-cel showed a statistically significant higher ORR/CRR and longer OS/PFS than tisagenlecleucel. ORs (95% CI) for ORR and CRR achieved with liso-cel vs tisagenlecleucel were 2.78 (1.63-4.74) and 2.01 (1.22-3.30), respectively; HRs (95% CI) for OS and PFS were 0.67 (0.47-0.95) and 0.65 (0.47-0.91), respectively. Adjusted safety outcomes showed generally comparable profiles with lower ORs (95% CI) for all-grade and grade ≥3 CRS with liso-cel vs tisagenlecleucel: 0.53 (0.32-0.89) and 0.10 (0.03-0.31), respectively. Conclusions : MAIC-weighted outcomes suggest that liso-cel may provide a more well-balanced overall efficacy and safety profile for the treatment of R/R LBCL, with better efficacy compared with tisagenlecleucel and better safety compared with axi-cel. Disclosures Maloney: A2 Biotherapeutics: Consultancy, Current equity holder in publicly-traded company, Honoraria; Bioline Rx: Consultancy, Honoraria; Amgen: Consultancy, Honoraria; Genentech: Consultancy, Honoraria; MorphoSys: Consultancy, Honoraria; Pharmacyclics: Consultancy, Honoraria; Novartis: Consultancy, Honoraria; Gilead Sciences: Consultancy, Honoraria; Kite, a Gilead Company: Consultancy, Honoraria, Research Funding; Celgene: Consultancy, Honoraria, Research Funding; Juno Therapeutics: Consultancy, Honoraria, Patents & Royalties: Patents are pending, but not issued, licensed, no royalties, no licensees., Research Funding. Kuruvilla:Bristol-Myers Squibb Company: Consultancy; AbbVie: Consultancy; Antengene: Honoraria; TG Therapeutics: Honoraria; Novartis: Honoraria; Pfizer: Honoraria; Seattle Genetics: Consultancy, Honoraria; Gilead: Consultancy, Honoraria; Celgene Corporation: Honoraria; Amgen: Honoraria; Roche: Consultancy, Honoraria, Research Funding; Karyopharm: Consultancy, Honoraria; Merck: Consultancy, Honoraria; Janssen: Honoraria, Research Funding; AstraZeneca Pharmaceuticals LP: Honoraria, Research Funding. Fox:AstraZeneca: Research Funding; Celgene: Research Funding; Sunesis: Research Funding; AbbVie: Honoraria, Research Funding; Roche: Honoraria, Research Funding; Takeda: Honoraria, Research Funding; Gilead: Honoraria, Research Funding; Adienne: Honoraria, Research Funding; Atarabio: Research Funding. Cartron:F. Hoffmann-La Roche: Consultancy, Honoraria; Abbvie: Honoraria; Sanofi: Honoraria; Celgene: Consultancy, Honoraria; Gilead: Honoraria; Jansen: Honoraria. Li:Juno Therapeutics, a Bristol-Myers Squibb Company: Current Employment; Bristol-Myers Squibb: Current equity holder in publicly-traded company. Hasskarl:Bristol Myers Squibb: Current Employment, Current equity holder in publicly-traded company. Bonner:Eversana: Current Employment. Zhang:Eversana: Current Employment. Liu: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 enseignantsNi 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.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,010 | 0,019 |
| Méta-épidémiologie (sens strict) | 0,002 | 0,001 |
| Méta-épidémiologie (sens large) | 0,004 | 0,007 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,002 | 0,001 |
| Intégrité de la recherche | 0,002 | 0,003 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,009 | 0,001 |
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.
score_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 découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».