bioRxivCancer Biology
Genetic mechanisms of primary chemotherapy resistance in pediatric acute myeloid leukemia: A report from the TARGET initiative
N. McNeer, J. Philip, H. Geiger, R. Ries, V.-P. Lavallee, M. Walsh, M. Shah, K. Arora, A.-K. Emde, N. Robine, T. A. Alonzo, E. A. Kolb, A. S. Gamis, M. Smith, D. S. Gerhard, J. Guidry-Auvil, S. Meshinchi, A. Kentsis
Abstract
Acute myeloid leukemias (AML) are characterized by mutations of tumor suppressor and oncogenes, involving distinct genes in adults and children. While certain mutations have been associated with the increased risk of AML relapse, the genomic landscape of primary chemotherapy resistant AML is not well defined. As part of the TARGET initiative, we performed whole-genome DNA and transcriptome (RNA and miRNA) sequencing analysis of pediatric AML with failure of induction chemotherapy. We identified at least three genetic groups of patients with induction failure, including those with NUP98 rearrangements, somatic mutations of WT1 in the absence of NUP98 mutations, and additional recurrent variants including those in KMT2C and MLLT10. Comparison of specimens before and after chemotherapy revealed distinct and invariant gene expression programs. While exhibiting overt therapy resistance, these leukemias nonetheless showed diverse forms of clonal evolution upon chemotherapy exposure. This included selection for mutant alleles of FRMD8, DHX32, PIK3R1, SHANK3, MKLN1, as well as persistence of WT1 and TP53 mutant clones, and elimination or contraction of FLT3, PTPN11, and NRAS mutant clones. These findings delineate genetic mechanisms of primary chemotherapy resistance in pediatric AML, which should inform improved approaches for its diagnosis and therapy.
- organism: human
- assay: whole-genome sequencing
- assay: bulk RNA-seq
- research focus: clustering
- research focus: differential expression
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genomics of primary chemoresistance and remission induction failure in pediatric and adult acute myeloid leukemia
Fiona C Brown, Paolo Cifani, … Alex Kentsis·bioRxiv·Apr 30, 2016
- Clonal Evolution of Pediatric Acute Myeloid Leukemia and Its Contribution to Disease Relapse
Masayuki Umeda, Pandurang S. Kolekar, … Jeffery M. Klco·medRxiv·Nov 4, 2025
- Comprehensive characterization of pediatric AML reveals diverse fusion oncoproteins and age-specific mutational interactions
H. Bolouri, J. E. Farrar, … S. Meshinchi·bioRxiv·Oct 10, 2017
- Transcriptomic Profiling Reveals Key Molecular Events and Pathways Driving Acquired Chemotherapy Resistance in Relapsed Acute Myeloid Leukemia
Jing Hu, Bolin Wan, … ChengMing He·bioRxiv·Dec 26, 2025
- Characterization of Chemoresistant Cell Populations Improves Risk Stratification and Therapy Prediction in Pediatric AML
Mohammad Javad Najaf Panah, Alexandra McLean Stevens, … Pavel Sumazin·bioRxiv·Sep 25, 2025
- A 3-genes interferon signature predicts sustained complete remission in pediatric AML patients
Shimaa Sherif, Aesha I. Ali, … Sara Deola·bioRxiv·Jul 17, 2025