The Predictive Value of Intracellular Imatinib Levels in Chronic Myeloid Leukemia
Notice bibliographique
Résumé
Abstract Background: Plasma levels of imatinib have been shown to be predictive of disease response in chronic phase chronic myeloid leukemia (CML). However, the ultimate site of action of imatinib is intracellular. While intracellular imatinib has been reported to be correlated with plasma imatinib, the use of intracellular imatinib for the prediction of clinical outcomes is unclear. The concentration of intracellular imatinib depends on many factors including the level of alpha-1-acid glycoprotein, which binds to imatinib and prevents intracellular uptake, and the OCT-1 transporter, which mediates the influx of imatinib across the plasma membrane of leukemic cells. We conducted the present study of newly diagnosed CML patients with the primary objective of determining if intracellular levels of imatinib two weeks after treatment initiation predicted major molecular response. The secondary objectives were to elucidate the relationships between the levels of OCT-1 and plasma imatinib with intracellular imatinib. Methods: We prospectively studied newly diagnosed chronic phase CML patients in Canada who were treated with standard dose imatinib (400 mg). We measured both intracellular and extracellular (plasma) levels of imatinib by tandem mass spectrometry at two weeks, four weeks, and twelve months after enrollment. Additionally, we measured transcript levels of OCT-1 and BCR-Abl by q-rt-PCR before treatment, at six months, and at twelve months to determine therapeutic response. Results: Eighty-one patients were screened. A total of 76 patients entered the study, and 55 completed the study per protocol. Patient information is shown in Table 1. There was a significant correlation between intracellular imatinib levels at two weeks and a 2-log reduction of BCR-Abl transcript at six months (r=0.390; 95% CI = 0.136 - 0.595; p = 0.004) (Figure 1), but not at twelve months (r=0.183; 95% CI = -0.094 - 0.434; p = 0.194). Notably, intracellular imatinib levels and plasma levels of imatinib were highly correlated at two weeks (r=0.698; 95% CI = 0.559-0.799; p <0.001) and four weeks (0.699; 95% CI = 0.555 - 0.802; p < 0.001) but not between four weeks and twelve months (r= 0.230; 95% CI = -0.040 - 0.469; p = 0.094). There was no correlation between intracellular imatinib levels at two weeks and the pre-treatment OCT-1 transcript level (r=0.072; 95% CI = -0.166 to 0.301; p =0.556). Conclusions: Intracellular imatinib levels at two weeks was moderately predictive of a disease response at six months as indicated by a 2-log reduction in BCR-Abl transcript. OCT-1 transcript levels did not have utility for predicting intracellular imatinib levels. Measurement of intracellular Imatinib levels may prove to have utility in identifying patients who would benefit from adjustments to therapy. Disclosures Hillis: Bristol-Myers Squibb: Honoraria; Novartis: Honoraria. Busque:Novartis: Consultancy; Pfizer: Consultancy; Paladin: Consultancy; BMS: Consultancy. Lipton:Bristol-Myers Squibb: Consultancy, Research Funding; ARIAD: Consultancy, Research Funding; Novartis: Consultancy, Research Funding; Pfizer: Consultancy, Research Funding. Savoie:Pfizer: Consultancy; Novartis: Consultancy, Honoraria; BMS: Consultancy, Honoraria. Leber:Novartis Canada: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis Canada: Honoraria, Membership on an entity's Board of Directors or advisory committees.
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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 | 0,001 |
| 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 | 0,000 |
| 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 ».