Molecular profiling of CD34+ cells in idiopathic myelofibrosis identifies a set of disease-associated genes and reveals the clinical significance of Wilms' tumor gene 1 (WT1)

Stem Cells. 2007 Jan;25(1):165-73. doi: 10.1634/stemcells.2006-0351. Epub 2006 Sep 21.


This study was aimed at the characterization of a gene expression signature of the pluripotent hematopoietic CD34(+) stem cell in idiopathic myelofibrosis (IM), which would eventually provide novel pathogenetic insights and/or diagnostic/prognostic information. Aberrantly regulated genes were revealed by transcriptome comparative microarray analysis of normal and IM CD34(+) cells; selected genes were also assayed in granulocytes. One-hundred seventy four differentially expressed genes were identified and in part validated by quantitative polymerase chain reaction. Altered gene expression was corroborated by the detection of abnormally high CD9 or CD164, and low CXCR4, membrane protein expression in IM CD34(+) cells. According to class prediction analysis, a set of eight genes (CD9, GAS2, DLK1, CDH1, WT1, NFE2, HMGA2, and CXCR4) properly recognized IM from normal CD34(+) cells. These genes were aberrantly regulated also in IM granulocytes that could be reliably differentiated from control polycythemia vera and essential thrombocythemia granulocytes in 100% and 81% of cases, respectively. Abnormal expression of HMGA2 and CXCR4 in IM granulocytes was dependent on the presence and the mutational status of JAK2(V617F) mutation. The expression levels of both CD9 and DLK1 were associated with the platelet count, whereas higher WT1 expression levels identified IM patients with more active disease, as revealed by elevated CD34(+) cell count and higher severity score. In conclusion, molecular profiling of IM CD34(+) cells uncovered a limited number of genes with altered expression that, beyond their putative role in disease pathogenesis, are associated with patients' clinical characteristics and may have potential prognostic application.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Antigens, CD34 / analysis*
  • Antigens, CD34 / genetics
  • DNA Mutational Analysis
  • Flow Cytometry
  • Gene Expression Profiling
  • Gene Expression Regulation*
  • Gene Rearrangement
  • Genes, Wilms Tumor*
  • Genes, abl / genetics
  • Hematopoietic Stem Cells / immunology
  • Hematopoietic Stem Cells / physiology*
  • Humans
  • Oligonucleotide Array Sequence Analysis
  • Pluripotent Stem Cells / immunology
  • Pluripotent Stem Cells / physiology*
  • Polymerase Chain Reaction
  • Primary Myelofibrosis / genetics*
  • RNA / genetics
  • RNA / isolation & purification


  • Antigens, CD34
  • RNA