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Enregistrement W2566694224 · doi:10.1182/blood.v118.21.939.939

Multidimensional Flow Cytometry Significantly Improves Upon the Morphologic Assessment of Post-Induction Marrow Remission Status – Comparison of Morphology and Multidimensional Flow Cytometry; A Report From the Children's Oncology Group AML Protocol AAML0531

2011· article· en· W2566694224 sur OpenAlexaff
Michael R. Loken, Todd A. Alonzo, Laura Pardo, Robert B. Gerbing, Richard Aplenc, Lillian Sung, Susana C. Raimondi, Betsy Hirsch, Samir B. Kahwash, Amy Heerema‐McKenney, Laura Winter, Kathleen Glick, Patti Byron, Laura Fransisco, Tanya Wallas, Stella M. Davies, Franklin O. Smith, Alan S. Gamis, Soheil Meshinchi

Notice bibliographique

RevueBlood · 2011
Typearticle
Langueen
DomaineMedicine
ThématiqueAcute Myeloid Leukemia Research
Établissements canadiensBC Children's HospitalHospital for Sick Children
Organismes subventionnairesnon disponible
Mots-clésInduction chemotherapyMedicineInternal medicineChemotherapyOncologyBone marrowTransplantationFlow cytometryGastroenterologyImmunology

Résumé

récupéré en direct d'OpenAlex

Abstract Abstract 939 Initial response to induction chemotherapy is a significant predictor of outcome in leukemias, where those with rapid response have an improved outcome compared to the non-responders. Morphologic evaluation of post induction marrow has been the gold standard in assessing remission status in leukemias, where those with <5% blasts are considered to be in complete remission (CR), whereas those with '5% blast are considered induction failures. MRC AML 10 study, using morphologic assessment of remission, delineated a clinically significant threshold of 15% marrow blasts after induction I, where those with 5–15% blasts were shown to have a similar outcome to those in morphologic CR, while those with >15% blasts were considered to be high risk. The Children's Oncology Group (COG) phase III AML protocol AAML0531 which treated 1022 eligible patients without Down Syndrome (DS) on an MRC based chemotherapy backbone, utilized the >15% post induction morphologic blast threshold, as assessed at the institutional level, to allocate patients to specific risk groups based on the observed post induction 1 blast prevalence. In this study, all patients regardless of initial response would receive a second course of similar induction chemotherapy. Those with 5–15% blasts after course 1 with no other risk features who achieved a CR after the second course were considered intermediate risk, but those with >15% post course 1 blasts who achieved a CR after course 2 were considered high risk and allocated to stem cell transplantation from the most suitable donor in first CR. As part of this trial, multidimensional flow cytometry (MDF) was used to assess marrow response after each course of induction chemotherapy. As morphologic evaluation would not be able to distinguish normal and malignant blasts in the marrow, we inquired whether morphologic CR status correlates with MDF findings. Of the 1022 eligible non-DS patients treated on AAML0531, 784 patients had consented to the correlative biology studies and had available MDF data for correlation with morphology. Of the 784 patients, 185 patients (24%) had failed to achieve a morphologic CR (>5% blast by morphology) after the initial course of chemotherapy, of which 94 were partial remissions (PR, 5–15% blast) and 91 were persistent disease (PD, >15%). Of these 185 patients who failed to achieve a morphologic CR, 67 patients (36%) had no evidence of disease by MDF, and the remaining 64% had MDF detectable disease. Clinical outcome evaluation of these patients who failed induction (>5% blast) at the end of course 1 based on MDF status demonstrated that disease free survival for those with MDF detectable disease was 24% compared to that of 52% in those with induction failure with no MDF detectable disease (p<0.0001). Corresponding Overall survival was 48% and 76%, respectively (p=0.005). As 15% blast threshold at the end of induction 1 was used as a threshold for risk allocation, we specifically evaluated the prevalence and clinical implications of MDF-detectable disease in this cohort of high risk patients. Of the 91 patients with >15% blast after course I, 25 (27%) had no evidence of disease by MDF. Disease-free survival at 3 years from end of induction in this high risk cohort with and without MDF-detectable disease was 20% and 55%, respectively (p<0.0001) with a corresponding OS of 47% and 83% (p=0.014). This study highlights the fact that morphologic evaluation of marrow specimens may not be adequate for post induction disease assessment. Multi-dimensional flow cytometry provides significant information for accurate assessment of response. Disclosures: Smith: Seattle Genetics:; Eisai:; Archimedes Pharma: Membership on an entity's Board of Directors or advisory committees; Pfizer, Inc.: Membership on an entity's Board of Directors or advisory committees.

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)0,008
score de la tête « metaresearch » (Gemma)0,004
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: aucune
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,008
Score d'incertitude au seuil0,042

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0080,004
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0000,000
Communication savante0,0010,000
Science ouverte0,0010,001
Intégrité de la recherche0,0010,001
Charge utile insuffisante (le modèle a refusé de juger)0,0030,001

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.

Tête enseignante Opus0,034
Tête enseignante GPT0,343
Écart entre enseignants0,309 · 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

Citations9
Publié2011
Routes d'admission1
Résumé présentoui

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