Correlation of Minimal Residual Disease (MRD) at the End of Induction (EOI) and Event Free Survival (EFS) in T-Cell Lymphoblastic Lymphoma (T-LL), a Report from the Children's Oncology Group (COG) Trial AALL1231
Notice bibliographique
Résumé
Background: Defining prognostic variables that correlate to EFS in T-LL remains a clinical challenge. Traditional variables such as stage or radiologic response to therapy have failed to correlate with EFS in recent trials. AALL1231 was a COG phase 3 clinical trial for newly diagnosed with T Acute Lymphoblastic leukemia (T-ALL) or T-LL patients that randomized children and young adults (age 1-30 years) to a modified augmented BFM (aBFM) backbone with no bortezomib (Arm A) or with bortezomib (Arm B) during induction and delayed intensification (DI) (1.3mg/m2 x 4 doses per block). T-LL patients were stratified as standard (SR), intermediate (IR), or very high risk (VHR), based upon minimal detectable disease (MDD) in the bone marrow at diagnosis, prior steroid pre-treatment and radiographic response at the end of induction. Bone marrow (BM) samples to assess MRD by flow cytometry at the EOI were an optional submission for T-LL participants and those collected were analyzed to assess its correlation to EFS. Results: AALL1231 accrued 209 T-LL patients from 2014 until closure in 2017. At the end of induction, 43.6% were in radiologic remission, 55.4% had a partial response and 1% had stable disease or no response. There were 86 (41%) patients for whom EOI samples for MRD assessment were submitted. Patients with MRD <0.1% (n=75) at EOI had a superior EFS versus those with MRD >0.1% (n= 11), (89.0 + 4.4% verses 63.6 + 17.2%, p= 0.025). Overall survival did not significantly differ between the two groups (88.9 + 4.4% versus 72.7 + 15.5% p= 0.15). As previously reported, Arm B demonstrated a superior outcome for both EFS and OS for the entire cohort. Within risk groups, IR and SR patients had similar EFS outcomes (Arm A 73.9 + 7.5% versus 80.4 + 6.7, Arm B 87.2 + 5.8 % versus 90.5 + 4.8%) with only two patients the VHR, both in Arm B. Cox regression for EFS using Arm A as a reference demonstrated that MRD EOI ≥0.1% was associated with a greater risk of inferior outcome (Hazard Ratio, HR = 3.73 (1.12-12.40, p = 0.032), (Table 1) which was independent of treatment arm assignment. OS failed to reach statistical significance for patients MRD EOI ≥0.1%, HR = 2.714 (0.72-10.44, p=0.14). Furthermore, Cox regression failed to demonstrate a superior EFS with decreasing MDD at diagnosis (>5% versus 1-5%, versus <1%), HR=2.67 (0.336-21.145, p=0.141, HR= 0.830 (0.255-2.699, HR= 0.57 (0.289-1.073, p= 0.080)(Table 2). Conclusions: In this pediatric T-LL trial, BM EOI MRD by flow cytometry was associated with improved EFS in in both arms (+/- bortezomib) in both univariate and multivariate analyses. In contrast, race, age, gender, risk group, MDD, stage and radiologic response to therapy were not prognostic. Consideration to incorporate MRD at EOI into the design of future trials will establish its value in defining risk groups for subsequent therapeutic trials. Figure 1View largeDownload PPTFigure 1View largeDownload PPT Close modal
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 | 0,005 | 0,005 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
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.
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 ».