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Drug Sensitivity and Treatment Response Are Modulated By the Cell of Origin, the Underlying Gene Fusion, and Patient Age in KMT2A-Rearranged BCP-ALL
Minimal residual disease (MRD) is the most important outcome predictor in B precursor acute lymphoblastic leukemia (B-ALL), but additional contributing factors are poorly understood. To address the molecular and functional underpinnings of MRD kinetics in KMT2A-rearranged (KMT2A-r) as high-risk dise...
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Published in: | Blood 2024-11, Vol.144, p.318-318 |
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Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , |
Format: | Article |
Language: | English |
Online Access: | Get full text |
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Summary: | Minimal residual disease (MRD) is the most important outcome predictor in B precursor acute lymphoblastic leukemia (B-ALL), but additional contributing factors are poorly understood. To address the molecular and functional underpinnings of MRD kinetics in KMT2A-rearranged (KMT2A-r) as high-risk disease across all age groups, we analyzed a cohort of 325 KMT2A-r BCP-ALL patients (0-89 years, median: 32 years; n = 59 infants, n = 67 pediatric, n = 179 adults, n = 20 NA).
Diagnostic samples were studied by integrating gene expression and gene fusion profiling (RNA-Seq; discovery cohort: n=148, validation cohort: n=177) with karyotyping (SNP-Arrays; n=113), ex-vivo drug-response profiling (n=62) and MRD measurements at follow-up (n=97). To unravel the cell of origin of KMT2A-r ALL, we used the machine learning classifier ALLCatchR to define developmental trajectories and fitted linear slopes on the enrichment across B-cell-developmental stages as a measure for cell stemness. Stemness scores were validated using IG-rearrangement patterns and surface marker expression (FACS). Patients were treated according to the AIEOP-BFM ALL/INTERFANT and GMALL study group protocols, with IG/TR MRD measurements performed in the central reference laboratories. Pediatric-inspired induction therapy protocols in adult patients with comparable MRD sampling time points in pediatric regimens allowed for kinetic definitions of MRD clearance (fast / intermediate / slow) across age groups.
Age did not affect the initial MRD clearance (p = 0.96), but the patient age was significantly correlated with the underlying driver gene fusion (p = 9.2e-7) and stemness (p = 1.9e-15); gene fusion and stemness were also interdependent (p= 2.2e-16). Thus, the dissection of these co-factors on MRD clearances is needed to allow a comprehensive understanding of this molecular interplay.
Considering the most frequent fusion partners of KMT2A, AFF1 (n=63; 65%), MLLT1 (n=16; 16.5 %), and MLLT3 (n=13; 13.5%), we observed a skewed distribution in the three MRD categories fast / intermediate / slow. KMT2A::AFF1-r cases predominantly showed an intermediate or slow MRD clearance compared to KMT2A::MLLT1 and KMT2A::MLLT3 cases (83%, 38% and 30% slow/intermediate clearance respectively, p = 0.001). Compared to slow/intermediate MRD clearance, ALLs with fast MRD clearance were significantly more mature (p = 0.0018), with closer proximity towards more mature B-precursor stages (Pre-B-II-Large p = 0.037; Pre-B-II-Sma |
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ISSN: | 0006-4971 |
DOI: | 10.1182/blood-2024-199017 |