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Genomic Profiling of Pediatric Acute Myeloid Leukemia Reveals a Changing Mutational Landscape from Disease Diagnosis to Relapse

Open access
Farrar, Jason E., Schuback, Heather L., Ries, Rhonda E., Wai, Daniel, Hampton, Oliver A., Trevino, Lisa R., Alonzo, Todd A., Guidry Auvil, Jaime M., Davidsen, Tanja M., Gesuwan, Patee, Hermida, Leandro, Muzny, Donna M., Dewal, Ninad, Rustagi, Navin, Lewis, Lora R., Gamis, Alan S., Wheeler, David A., Smith, Malcolm A., Gerhard, Daniela S., Meshinchi, Soheil·2016·Cancer Research

Abstract

The genomic and clinical information used to develop and implement therapeutic approaches for acute myelogenous leukemia (AML) originated primarily from adult patients and has been generalized to patients with pediatric AML. However, age-specific molecular alterations are becoming more evident and may signify the need to age-stratify treatment regimens. The NCI/COG TARGET-AML initiative used whole exome capture sequencing (WXS) to interrogate the genomic landscape of matched trios representing specimens collected upon diagnosis, remission, and relapse from 20 cases of de novo childhood AML. One hundred forty-five somatic variants at diagnosis (median 6 mutations/patient) and 149 variants at relapse (median 6.5 mutations) were identified and verified by orthogonal methodologies. Recurrent somatic variants [in (greater than or equal to) 2 patients] were identified for 10 genes (FLT3, NRAS, PTPN11, WT1, TET2, DHX15, DHX30, KIT, ETV6, KRAS), with variable persistence at relapse. The variant allele fraction (VAF), used to measure the prevalence of somatic mutations, varied widely at diagnosis. Mutations that persisted from diagnosis to relapse had a significantly higher diagnostic VAF compared with those that resolved at relapse (median VAF 0.43 vs. 0.24, P < 0.001). Further analysis revealed that 90% of the diagnostic variants with VAF >0.4 persisted to relapse compared with 28% with VAF <0.2 (P < 0.001). This study demonstrates significant variability in the mutational profile and clonal evolution of pediatric AML from diagnosis to relapse. Furthermore, mutations with high VAF at diagnosis, representing variants shared across a leukemic clonal structure, may constrain the genomic landscape at relapse and help to define key pathways for therapeutic targeting. Cancer Res; 76(8); 2197–205. ©2016 AACR.

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Metadata

Authors
Farrar, J. E., Schuback, H. L., Ries, R. E., Wai, D., Hampton, O. A., Trevino, L. R., Alonzo, T. A., Guidry Auvil, J. M., Davidsen, T. M., Gesuwan, P., Hermida, L., Muzny, D. M., Dewal, N., Rustagi, N., Lewis, L. R., Gamis, A. S., Wheeler, D. A., Smith, M. A., Gerhard, D. S., & Meshinchi, S.
Venue
Cancer Research
Published
2016-04-14
Volume
76
Issue
8
Pages
2197-2205
ISSN
  • 0008-5472 (ISSN-L)
  • 1538-7445
OpenAlex
W2290344215
Cited by
163
References
4
FWCI
17.38
Type
journal article
Language
en
Open access
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CoChat. (2026). Citation check: Genomic Profiling of Pediatric Acute Myeloid Leukemia Reveals a Changing Mutational Landscape from Disease Diagnosis to Relapse. https://app.cochat.ai/papers/10.1158/0008-5472.can-15-1015
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Farrar, J. E., Schuback, H. L., Ries, R. E., Wai, D., Hampton, O. A., Trevino, L. R., Alonzo, T. A., Guidry Auvil, J. M., Davidsen, T. M., Gesuwan, P., Hermida, L., Muzny, D. M., Dewal, N., Rustagi, N., Lewis, L. R., Gamis, A. S., Wheeler, D. A., Smith, M. A., Gerhard, D. S., & Meshinchi, S. (2016). Genomic Profiling of Pediatric Acute Myeloid Leukemia Reveals a Changing Mutational Landscape from Disease Diagnosis to Relapse. Cancer Research. https://doi.org/10.1158/0008-5472.can-15-1015

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

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