Gene expression profiles at diagnosis in de novo childhood AML patients identify FLT3 mutations with good clinical outcomes.

Fms-like tyrosine kinase 3 (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-MUs), 24 with internal tandem duplications (ITDs) and 12 with activating loop mutations (ALMs). In addition, 8 of 19 specimens from patients with relapses had FLT3-MUs. Predictive analysis of microarrays (PAM) identified genes that differentiated FLT3-ITD from FLT3-ALM and FLT3 wild-type (FLT3-WT) cases. Among the 42 specimens with FLT3-MUs, PAM identified 128 genes that correlated with clinical outcome. Event-free survival (EFS) in FLT3-MU patients with a favorable signature was 45% versus 5% for those with an unfavorable signature (P = .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 3 EFS groups: 70%, 37%, and 0% for low, intermediate, and high ratios, respectively (P < .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.

[1]  D. Birnbaum,et al.  FLT3 signaling in hematopoietic cells involves CBL, SHC and an unknown P115 as prominent tyrosine-phosphorylated substrates , 1998, Leukemia.

[2]  G. Avvisati,et al.  All-trans retinoic acid in acute promyelocytic leukaemia. , 2003, Best practice & research. Clinical haematology.

[3]  M. Taniwaki,et al.  Tandem duplications of the FLT3 receptor gene are associated with leukemic transformation of myelodysplasia , 1997, Leukemia.

[4]  H. Broxmeyer,et al.  Flt3 ligand induces tyrosine phosphorylation of gab1 and gab2 and their association with shp-2, grb2, and PI3 kinase. , 2000, Biochemical and biophysical research communications.

[5]  T. Naoe,et al.  Internal tandem duplication of the FLT3 gene is preferentially seen in acute myeloid leukemia and myelodysplastic syndrome among various hematological malignancies. A study on a large series of patients and cell lines , 1997, Leukemia.

[6]  B. Löwenberg,et al.  Biological characteristics and prognosis of adult acute myeloid leukemia with internal tandem duplications in the Flt3 gene , 2000, Leukemia.

[7]  M. Taniwaki,et al.  Internal tandem duplication of the FLT3 gene and clinical evaluation in childhood acute myeloid leukemia , 1999, Leukemia.

[8]  D. Higgs,et al.  Mutations in ATRX, encoding a SWI/SNF-like protein, cause diverse changes in the pattern of DNA methylation , 2000, Nature Genetics.

[9]  T. Ley,et al.  PML/RARα and FLT3-ITD induce an APL-like disease in a mouse model , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[10]  A. Lund,et al.  RUNX: a trilogy of cancer genes. , 2002, Cancer cell.

[11]  T. Naoe,et al.  Tandem-duplicated Flt3 constitutively activates STAT5 and MAP kinase and introduces autonomous cell growth in IL-3-dependent cell lines , 2000, Oncogene.

[12]  K. Blyth,et al.  The Runx genes as dominant oncogenes. , 2003, Blood cells, molecules & diseases.

[13]  R. Tibshirani,et al.  Significance analysis of microarrays applied to the ionizing radiation response , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[14]  H. Drexler,et al.  Expression of FLT3 receptor and response to FLT3 ligand by leukemic cells. , 1996, Leukemia.

[15]  H. Saito,et al.  Internal tandem duplication of the FLT3 gene is a novel modality of elongation mutation which causes constitutive activation of the product , 1998, Leukemia.

[16]  J. Griffin,et al.  Mutated tyrosine kinases as therapeutic targets in myeloid leukemias. , 2003, Advances in experimental medicine and biology.

[17]  H. Kaneko,et al.  Internal tandem duplication of the flt3 gene found in acute myeloid leukemia. , 1996, Leukemia.

[18]  Gustavo Glusman,et al.  The RUNX3 gene--sequence, structure and regulated expression. , 2001, Gene.

[19]  J. Reilly,et al.  Identification of novel FLT‐3 Asp835 mutations in adult acute myeloid leukaemia , 2001, British journal of haematology.

[20]  S. Baylin,et al.  Dnmt3a and Dnmt3b Are Transcriptional Repressors That Exhibit Unique Localization Properties to Heterochromatin* , 2001, The Journal of Biological Chemistry.

[21]  D. Liang,et al.  Internal tandem duplication and Asp835 mutations of the FMS‐like tyrosine kinase 3 (FLT3) gene in acute promyelocytic leukemia , 2003, Cancer.

[22]  H. Drexler,et al.  FLT3 mutations in acute myeloid leukemia cell lines , 2003, Leukemia.

[23]  D. Birnbaum,et al.  Hematopoietic receptors of class III receptor-type tyrosine kinases. , 1993, Critical reviews in oncogenesis.

[24]  E. Vellenga,et al.  Regulation of constitutive STAT5 phosphorylation in acute myeloid leukemia blasts , 2000, Leukemia.

[25]  D. Birnbaum,et al.  Isolation and chromosomal localization of a novel FMS-like tyrosine kinase gene. , 1991, Genomics.

[26]  D. Birnbaum,et al.  Expression and signal transduction of the FLT3 tyrosine kinase receptor. , 1996, Acta haematologica.

[27]  C. Ball,et al.  Identification of genes periodically expressed in the human cell cycle and their expression in tumors. , 2002, Molecular biology of the cell.

[28]  Juthamas Sukbuntherng,et al.  In vivo antitumor activity of SU11248, a novel tyrosine kinase inhibitor targeting vascular endothelial growth factor and platelet-derived growth factor receptors: determination of a pharmacokinetic/pharmacodynamic relationship. , 2003, Clinical cancer research : an official journal of the American Association for Cancer Research.

[29]  C. Miething,et al.  Sensitivity toward tyrosine kinase inhibitors varies between different activating mutations of the FLT3 receptor. , 2003, Blood.

[30]  C. Auffray,et al.  The I.M.A.G.E. Consortium: an integrated molecular analysis of genomes and their expression. , 1996, Genomics.

[31]  G. Ginsburg,et al.  Integration of molecular diagnostics with therapeutics: implications for drug discovery and patient care , 2002, Expert review of molecular diagnostics.

[32]  T. Pawson,et al.  Substrate specificities and identification of a putative binding site for PI3K in the carboxy tail of the murine Flt3 receptor tyrosine kinase. , 1994, Oncogene.

[33]  D. Birnbaum,et al.  Expression of the FMS/KIT-like gene FLT3 in human acute leukemias of the myeloid and lymphoid lineages. , 1992, Blood.

[34]  J. Radich,et al.  FLT3 internal tandem duplication in 234 children with acute myeloid leukemia: prognostic significance and relation to cellular drug resistance. , 2003, Blood.

[35]  T. Bird,et al.  Characterization of the protein encoded by the flt3 (flk2) receptor-like tyrosine kinase gene. , 1993, Oncogene.

[36]  P. Sperryn,et al.  Blood. , 1989, British journal of sports medicine.

[37]  H. Serve,et al.  Expression and function of Flt3/flk2 in human tumor cell lines. , 1999, International journal of oncology.

[38]  Ash A. Alizadeh,et al.  Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling , 2000, Nature.

[39]  M. Caligiuri,et al.  Absence of the wild-type allele predicts poor prognosis in adult de novo acute myeloid leukemia with normal cytogenetics and the internal tandem duplication of FLT3: a cancer and leukemia group B study. , 2001, Cancer research.

[40]  D. Birnbaum,et al.  Phosphatidylinositol-3′ Kinase Is Not Required for Mitogenesis or Internalization of the Flt3/Flk2 Receptor Tyrosine Kinase* , 1996, The Journal of Biological Chemistry.

[41]  Z. Estrov,et al.  Flt3 ligand stimulates proliferation and inhibits apoptosis of acute myeloid leukemia cells: regulation of Bcl-2 and Bax. , 1996, Blood.

[42]  C. Langford,et al.  Identification of acquired somatic mutations in the gene encoding chromatin-remodeling factor ATRX in the α-thalassemia myelodysplasia syndrome (ATMDS) , 2003, Nature Genetics.

[43]  Chunaram Choudhary,et al.  Suppression of myeloid transcription factors and induction of STAT response genes by AML-specific Flt3 mutations. , 2003, Blood.

[44]  D. Liang,et al.  Clinical relevance of internal tandem duplication of the FLT3 gene in childhood acute myeloid leukemia , 2002, Cancer.

[45]  Christian A. Rees,et al.  Distinctive gene expression patterns in human mammary epithelial cells and breast cancers. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[46]  Y. Yamashita,et al.  DNA microarray analysis of hematopoietic stem cell-like fractions from individuals with the M2 subtype of acute myeloid leukemia , 2003, Leukemia.

[47]  I. Bernstein,et al.  Prevalence and prognostic significance of Flt3 internal tandem duplication in pediatric acute myeloid leukemia. , 2001, Blood.

[48]  I. Bernstein,et al.  Activating mutations of RTK/ras signal transduction pathway in pediatric acute myeloid leukemia. , 2003, Blood.

[49]  B. Smith,et al.  A FLT3-targeted tyrosine kinase inhibitor is cytotoxic to leukemia cells in vitro and in vivo. , 2002, Blood.

[50]  Christian A. Rees,et al.  Systematic variation in gene expression patterns in human cancer cell lines , 2000, Nature Genetics.

[51]  R. Tibshirani,et al.  Diagnosis of multiple cancer types by shrunken centroids of gene expression , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[52]  J. Coffman Runx transcription factors and the developmental balance between cell proliferation and differentiation , 2003, Cell biology international.

[53]  P. Ellis,et al.  Predictors of response to systemic therapy in breast cancer. , 2002, Forum.

[54]  T. Naoe,et al.  Mechanism of constitutive activation of FLT3 with internal tandem duplication in the juxtamembrane domain , 2002, Oncogene.

[55]  W. Hiddemann,et al.  The protein tyrosine kinase inhibitor SU5614 inhibits FLT3 and induces growth arrest and apoptosis in AML-derived cell lines expressing a constitutively activated FLT3. , 2003, Blood.

[56]  David Botstein,et al.  The Stanford Microarray Database , 2001, Nucleic Acids Res..

[57]  M. Engström,et al.  Phosphatidylinositol 3‐kinase is essential for kit ligand‐mediated survival, whereas interleukin‐3 and flt3 ligand induce expression of antiapoptotic Bcl‐2 family genes , 2003, Journal of leukocyte biology.

[58]  J. Griffin Point mutations in the FLT3 gene in AML. , 2001, Blood.

[59]  T. Ley,et al.  PML/RARalpha and FLT3-ITD induce an APL-like disease in a mouse model. , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[60]  H. Drexler,et al.  FLT3 ligand inhibits apoptosis and promotes survival of myeloid leukemia cell lines. , 1999, Leukemia & lymphoma.

[61]  Rob Pieters,et al.  Inhibition of FLT3 in MLL. Validation of a therapeutic target identified by gene expression based classification. , 2003, Cancer cell.

[62]  T. Naoe,et al.  Internal tandem duplication of FLT3 associated with leukocytosis in acute promyelocytic leukemia , 1997, Leukemia.

[63]  H. Broxmeyer,et al.  Flt3 signaling involves tyrosyl‐phosphorylation of SHP‐2 and SHIP and their association with Grb2 and Shc in Baf3/Flt3 cells , 1999, Journal of leukocyte biology.

[64]  Martin Dugas,et al.  Analysis of FLT3 length mutations in 1003 patients with acute myeloid leukemia: correlation to cytogenetics, FAB subtype, and prognosis in the AMLCG study and usefulness as a marker for the detection of minimal residual disease. , 2002 .

[65]  Russ B. Altman,et al.  Missing value estimation methods for DNA microarrays , 2001, Bioinform..

[66]  F. Mandelli,et al.  Alterations of the FLT3 gene in acute promyelocytic leukemia: association with diagnostic characteristics and analysis of clinical outcome in patients treated with the Italian AIDA protocol , 2002, Leukemia.

[67]  H. Broxmeyer,et al.  p85 subunit of PI3 kinase does not bind to human Flt3 receptor, but associates with SHP2, SHIP, and a tyrosine-phosphorylated 100-kDa protein in Flt3 ligand-stimulated hematopoietic cells. , 1999, Biochemical and biophysical research communications.

[68]  W. Berdel,et al.  Flt3 mutations from patients with acute myeloid leukemia induce transformation of 32D cells mediated by the Ras and STAT5 pathways. , 2000, Blood.

[69]  D. Gilliland,et al.  FLT3 internal tandem duplication mutations associated with human acute myeloid leukemias induce myeloproliferative disease in a murine bone marrow transplant model. , 2002, Blood.

[70]  G. Ehninger,et al.  Analysis of Flt3-activating Mutations in 979 Patients with Acute Myelogenous Leukemia: Association with Fab Subtypes and Identification of Subgroups with Poor Prognosis , 2022 .