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Blood, 1 November 2004, Vol. 104, No. 9, pp. 2646-2654.
Prepublished online as a Blood First Edition Paper on July 13, 2004; DOI 10.1182/blood-2003-12-4449.
Previous Article | Next Article 
Submitted January 6, 2004
Accepted March 30, 2004
Gene Expression Profiles at Diagnosis in de novo Childhood AML Patients Identify FLT3 Mutations with Good Clinical Outcomes
N J Lacayo, S Meshinchi, P Kinnunen, R Yu, Y Wang, C M Stuber, L Douglas, R Wahab, D L Becton, H Weinstein, M N Chang, C L Willman, J P Radich, R Tibshirani, Y Ravindranath, B Sikic, and G V Dahl*
Divisions of Pediatric Hematology/Oncology, Stanford University School of Medicine, Palo Alto, CA, USA; Children's Oncology Group, Arcadia, CA, USA
Fred Hutchinson Cancer Research Center, University of Washington, Seattle, WA, USA; Children's Oncology Group, Arcadia, CA, USA
Divisions of Pediatric Hematology/Oncology, Stanford University School of Medicine, Palo Alto, CA, USA
Statistics, Stanford University School of Medicine, Palo Alto, CA, USA
Medical Oncology, Stanford University School of Medicine, Palo Alto, CA, USA
Arkansas Children's Hospital, Little Rock, AR, USA; Children's Oncology Group, Arcadia, CA, USA
Massachusetts General Hospital, Boston, MA, USA; Children's Oncology Group, Arcadia, CA, USA
Children's Oncology Group, Arcadia, CA, USA
Fred Hutchinson Cancer Research Center, University of Washington, Seattle, WA, USA
Children's Hospital of Michigan, Detroit, MI, USA; Children's Oncology Group, Arcadia, CA, USA
* Corresponding author; email: gary.dahl{at}stanford.edu.
FLT3 mutations are associated with unfavorable outcomes in children with acute myeloid leukemia (AML). We used DNA microarrays to identify gene expression profiles related to FLT3 status and outcome in childhood AML. Among 81 diagnostic specimens, 36 had FLT3 mutations (FLT3-MU), 24 with internal tandem duplications (ITD) and 12 with activating loop mutations (ALM). In addition, eight of 19 specimens from patients with relapses had FLT3-MU. Predictive analysis of microarrays (PAM) identified genes that differentiated FLT3-ITD from FLT3-ALM and FLT3-WT cases. Among the 42 specimens with FLT3-MU, PAM identified 128 genes that correlated with clinical outcome. Event-free survival (EFS) in FLT3-MU patients with a favorable signature was 45% vs. 5% for those with an unfavorable signature (P = 0.018). Among FLT3-MU specimens, high expression of the RUNX3 gene and low expression of the ATRX gene were associated with inferior outcome. The ratio of RUNX3 to ATRX expression was used to classify FLT3-MU cases into three EFS groups: 70%, 37%, and 0% for low, intermediate, and high ratios (P < 0.0001). Thus, gene expression profiling identified AML patients with divergent prognoses within the FLT3-MU group, and the RUNX3 to ATRX expression ratio should be a useful prognostic indicator in these patients.

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