Clinical Relevance of NPM1 Quantitative PCR As Standard of Care with Different Cut-Off Values on Treatment Outcomes in NPM1-Mutated Acute Myeloid Leukemia Patients
Notice bibliographique
Résumé
Introduction: The European LeukemiaNet (ELN) 2022 guidelines recommend NPM1 real-time quantitative PCR (qPCR) for measurable residual disease (MRD) monitoring post-two cycles of intensive chemotherapy, end of treatment, and every 3 monthly thereafter on bone marrow, and every 4-6 weeks on peripheral blood. It was reported that low level NPM1 positivity is not prognostic for relapse while previous studies reported persistence of NPM1 transcripts >10-20 copies/104 ABL is associated with higher relapse risk. Thus, this threshold is recommended by the ELN 2022 guidelines. However, this threshold is not standardized and its clinical relevance is not fully evaluated. Accordingly, the present study aimed to investigate if our approach assessing NPM1 MRD status after one cycle of induction chemotherapy, which is standard practice in North America, and every 3 months following initial assessment, can stratify prognosis based on different NPM1 absolute transcript cutoff levels. Methods and Patients: 78patients with newly diagnosed NPM1-mutated acute myeloid leukemia (AML) between February 2021 and January 2024 at Princess Margaret Cancer Centre who underwent chemotherapy and had NPM1 MRD testing with a lower limit of detection of 10-5 performed within the first 12 months after initial diagnosis, were included. To define the optimal NPM1 cut-off level, qPCR values as copy numbers/10,000 ABL were evaluated for recursive partitioning (rpart) analysis using relapse-free survival (RFS) as a statistical endpoint. Relapse-free survival (RFS) was a primary endpoint, defined as the time from the date of MRD assessment to the date of relapse or death from any cause, while overall survival (OS) was calculated to the date of death of any cause and censored at the date of last follow-up. Cumulative incidence of relapse (CIR) was calculated from the date of MRD assessment to the date of relapse considering death from other causes as a competing risk. Cases that received allogeneic stem cell transplantation were not censored in the present analysis. The Kaplan-Meier method using a log-rank test, and a Cox proportional hazard model was used for univariate and multivariate analyses. Results: The median age was 60.8 years (range, 56.7-63.9), FLT3-ITD positive in 30 (39%) patients, FLT3-TKD positive in 7 (9%) patients, and normal karyotype in 50 (64%) patients. 69 (89%)patients received intensive chemotherapy with majority of them receiving 7+3 based induction chemotherapy. 70 (90%) patients achieved first complete remission. In the recursive partitioning analysis, cut-off values of 5, 50, 500 copies/104 ABL were suggested to be of prognostic value, therefore NPM1 results were divided into 4 groups, denoted by undetectable transcripts (group 1; n=139), >0 to <50 copies/104 ABL (group 2, n=40), >50 to <500 copies/104 ABL (group 3; n=17), and >500 copies/104 ABL(group 4, n=22). Median follow-up was 17.7 months (range, 14.1-19.7) for the entire cohort, while median follow-up for survivors (60 patients) was 18.2 months (range, 15.8-21.3). RFS, OS and CIR rate at 2 years was 65.6% (95% CI, 57.8-72.3%), 75.4% (65.5-82.9%), and 26.3% (20.4-32.5%), respectively. RFS rate at 2 years was 77.1%, 68.8%, 38.9% and 17.4% in groups 1, 2, 3 and 4 (p<0.0001), while the OS rate at 2 years was 84.8%, 61.5%, 50.0% and 57.0%, respectively (p=0.0002). Relapse risk was well stratified with the cutoff values: CIR rate at 2 years 13.7%, 23.2%, 61.1% and 73.9% in groups 1, 2, 3 and 4 (p<0.0001), respectively. NPM1 MRD was conducted not just at the time of CR1 and end of consolidation, but also within the first 12 months of initial diagnosis, of which its prognostic relevance is not completely clear although we frequently use it in our clinical practice. To evaluate its clinical relevance, we divided MRD testing into 3 different time periods after initial diagnosis (i.e., 0-120 days, 121-240 days, 240-365 days), and evaluate the implication of NPM1 copy numbers by the 4 groups, on RFS. Regardless of time periods for MRD assessment, NPM1 qPCR provided excellent prognostic risk stratification: p=0.05 on day 0-120, p<0.0001 on day 121-240, and P<0.0001 on day 241-365. Conclusion: NPM1 qPCR MRD monitoring has become standard of care in AML management. The present study demonstrated that it provides excellent prognostic risk stratification for RFS, OS and CIR. Also, the cutoff values of 5, 50 and 500 copies/104 ABL performed well in clinical practice at our centre.
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 | 0,003 | 0,006 |
| 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 | 0,000 | 0,001 |
| Intégrité de la recherche | 0,001 | 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 ».