Engraftment and Long-Term Survival at Low Burden of Leukemic Blasts from Primary MRD+ Human Bone Marrow in a Xenotransplant Setting
Notice bibliographique
Résumé
Abstract Minimal residual disease (MRD) in bone marrow (BM) at the end of induction or re-induction chemotherapy is a critical prognostic factor for long-term survival of children with acute lymphoblastic leukemia (ALL). The presence of submicroscopic disease is a significant predictor of leukemia relapse, such that MRD positivity (0.01% to 5%) informs risk-adapted treatment intensification following induction. As most cases of relapsed ALL involve a clone that existed as a minor subclone at diagnosis, strategies that enable characterization of the leukemic blasts surviving at the end of induction could further influence treatment selection; however, the low numbers of leukemic blasts in an MRD sample makes evaluation of their sensitivity to chemotherapy or other treatment modalities challenging. Immune-deficient NOD-scid/IL2Rγc null(NSG) mice are highly receptive to the engraftment and expansion of ALL blasts from diagnostic and relapse samples. However, little is known about the reproducibility of this approach for the small numbers of leukemic cells in primary MRD+ BM samples. To investigate the fate of MRD blasts following xenografting, MRD+ mononuclear cells from BM samples from 6 children with B-ALL in first (n=3) or subsequent remissions (n=3), with a median MRD level of 0.65% (range: 0.08-4.3%), were adoptively transferred into NSG mice by tail vein injection. Engraftment and expansion were monitored by regular flow cytometric evaluation of peripheral blood for human CD45 expressing cells, and mice were euthanized at onset of leukemia (human cell count > 15,000/ul) or after up to 1 year on study. BM, spleen and peripheral blood were harvested at time of death, and cells immunophenotyped with the identical 10-colour flow panel following a COG-validated, clinical MRD diagnostic algorithm. Human cell engraftment was confirmed in all recipient mice. Recipients of two of the MRD samples progressed to frank leukemia: one mouse injected with an MRD burden of 4.3% presented with an elevated WBC after 6 months and a blast count of 67% in spleen, while another mouse euthanized one year after injection of a 0.16% MRD+ sample had 75% blasts in BM that comprised both leukemic subclones present in the original MRD sample. Of the two MRD samples, only the former was from a patient that subsequently relapsed. Although all other recipient mice continued to show fluctuating, but sustained low levels of peripheral human cells (<5% of human CD45+ cells among mouse CD45+ peripheral blood cells), none progressed to overt leukemia. At sacrifice (range: 179-390 days, median 260 days), all remaining recipient mice were confirmed to contain leukemic blasts at low burden in BM, ranging from 0.001% to 0.675% of immunophenotypically verified human leukemic blasts in 1-1.5 million of total cells. An in-depth comparison of primary MRD samples and the mouse engrafted blasts revealed that similar immunophenotypic blast populations identified in the patient MRD sample were sustained for as long as 1 year in NSG mice; in several mice there was evidence of maintenance of two to three distinct immunophenotypic subclones that were present at day 0 and/or day 29 in the patient. Furthermore, in all recipient mice the vast majority of human cells were phenotypically confirmed to be blasts and no significant amount of normal human hematopoiesis following injection of the MRD samples was detected. This study demonstrates that heterogeneous leukemic cell populations from primary MRD+ BM samples can be successfully engrafted and sustained in NSG mice and that, in at least a subset of recipients, these blasts can progress to overt leukemia. Notably, one MRD-recipient mouse presented with leukemia prior to any progression in the patient, raising the possibility that this approach could be used to characterize potential relapse clones ahead of their clinical appearance. Furthermore, the sustained presence of leukemic blasts in all non-progressing recipients for as long as 1 year demonstrates the reproducibility of this approach for generating a stable, low level leukemia burden that resembles the MRD state. Such a setting may enable the evaluation of therapeutic interventions for efficacy against the residual blasts that will give rise to relapse in the patient. 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 | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 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) | 0,002 | 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 ».