Flow Cytometric Assessment of Post Induction Response In Patients with Sub-Optimal Morphologic Response to Induction Chemotherapy- A Report From the Children's Oncology Group AML Protocol AAML0531
Notice bibliographique
Résumé
Abstract Abstract 2740 Initial response to induction chemotherapy is a significant predictor of outcome in leukemias. Data from MRC10 AML trial demonstrated that patients (pts) with ≤15% blasts at the end of induction I (EOI1), as determined by morphologic analysis, had a similar outcome as those in morphologic complete remission (mCR, <5% blasts), whereas those with >15% blasts have a significantly diminished survival. The COG Phase III AML protocol AAML0531 has enrolled 968 eligible pts with de novo AML as of March 31, 2010. Those with >15% blasts by morphologic assessment (persistent disease, mPD) at EOI1 are considered a high-risk cohort; those with 5% to 15% blasts (partial remission, mPR) were included in the standard-risk group. As part of AAML0531, pts choose to enroll on a biology study to evaluate treatment response by multidimensional flow cytometry (MDF) after 2 courses of therapy (EOI1 and EOI2). Here we directly compared the morphologic bone marrow (BM) response at EOI1 in pts with mPR or mPD with that assessed by MDF and correlated the remission status at EOI1 to the mCR rate at EOI2. Of the 900 pts with evaluable response data at EOI1, 628 (70%) entered mCR; 104 (12%) had mPR; 126 (14%) had mPD; and 42 (5%) either died (n=19) or had refractory CNS AML (n=23). All pts, regardless of their blast %, were eligible to receive the second course of induction chemotherapy per protocol. Of those with mPD at EOI1 and evaluable data by EOI2, 65 (59%) entered mCR; 1 died; and 44 (40%) had mPD. At EOI1, 180 pts did not enter mCR (80 had mPR, and 100 had mPD). MDF evaluation of those 180 BM specimens showed that 74 (41%) had no evidence of disease by MDF at EOI1. Of those 74 pts, 69 (93%) entered mCR at EOI2. In contrast, mCR at EOI2 for those with any level of disease by MDF at EOI1 was 49% (p<0.001). When a blast threshold of 5% by MDF at EOI1 was used to correlate with EOI2 response, those with 0.5% to 4.9% blasts at EOI1 had an EOI2 mCR rate of 68% compared to 41% in those with >5% blasts by MDF (p=0.013). Because they are in different risk groups, pts with mPR and those with mPD were evaluated separately for the presence of disease by MDF. Median blast % in pts with mPR was 7% (range 5%-15%). Of the 76 pts with mPR at EOI1 with an evaluable EOI2 response, 19 (25%) did not enter mCR at EOI2. At EOI1, morphologic BM response was compared to that by MDF. Of the 80 pts in mPR at EOI1, 43 (54%) had no evidence of AML by MDF; 17 (21%) had <5% blasts; and 7 (9%) in mPR had >15%. In pts in mPR who did not have AML by MDF (n=43), 39 had remission status available by EOI2: 34 (87%) entered mCR, and 5 (13%) had refractory disease (>5% blasts). Of the latter 5 patients, 4 had no evidence of disease by MDF. We subsequently evaluated BM status of the pts with PD by MDF at EOI1 and EOI2. Of those with mPD at EOI1, 62% entered mCR at EOI2. Of the 100 pts with mPD at EOI1 and MDF data for response evaluation, 31 had no evidence of disease by MDF, and all 25 with evaluable response by EOI2 entered mCR. In the remaining 69 pts, the presence of AML by MDF ranged from 0.05% to 95% (median 22%). Patients with mPD at EOI1 with any level of disease by MDF had a mCR rate of 41% at EOI2. Of the 16 pts with mPD and 0.5% to 4.9% blasts by MDF at EOI1, 14 had an evaluable EOI2 response: 11 (79%) entered mCR; 2 (18%) experienced treatment failure at EOI1; and 1 suffered extramedullary relapse. When the EOI1 evaluation was limited to the 53 patients with '5% blasts by MDF, the mCR rate at EOI2 was 30%. This study demonstrates a substantial discrepancy between morphologic and MDF assessments of induction BM specimens and highlights the need to implement MDF for accurate evaluation of remission status. We further demonstrate that a blast threshold of 5% by MDF at EOI1 may be an accurate predictor of response to the second course of therapy. Disclosures: No relevant conflicts of interest to declare.
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 | 0,007 | 0,007 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,001 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 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 ».