Original Articles |
1 University of Cambridge, Department of Haematology, Cambridge Institute for Medical Research, Cambridge
2 Academic Unit of Haematology, School of Medicine and Biomedical Science, Sheffield
3 Department of Haematology, Addenbrookes Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge
4 Department of Haematology, Russells Hall Hospital, Dudley and
5 Department of Haematology, St. Thomass Hospital, London, UK
Correspondence: Anthony J. Bench, Haemato-oncology, Diagnostic Service, Department, of Haematology, Addenbrookes, Hospital, Hills Road, Cambridge, CB2 0QQ, UK. E-mail:anthony.bench{at}addenbrookes.nhs.uk
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Design and Methods: A cohort of patients with myeloproliferative disorders was assessed for acquired mutations, aberrant expression and/or CpG island hypermethylation of SOCS1 and SOCS3.
Results: No mutations were identified within the coding region of either gene in 73 patients with myeloproliferative disorders. No disease-specific CpG island methylation of SOCS1 was observed. SOCS1 expression was raised in myeloproliferative disorder granulocytes but the level was independent of JAK2 V617F status. Hypermethylation of the SOCS3 promoter was identified in 16 of 50 (32%) patients with idiopathic myelofibrosis but not in patients with essential thrombocythemia, polycythemia vera or myelofibrosis preceded by another myeloproliferative disorder. Confirmation of methylation status was validated by nested polymerase chain reaction and/or bisulphite sequencing. SOCS3 transcript levels were highest in patients with polycythemia vera and other JAK2 V617F positive myeloproliferative disorders, consistent with SOCS3 being a target gene of JAK2/STAT5 signaling. There was a trend towards an association between SOCS3 methylation and lower SOCS3 expression in JAK2 V617F negative patients with idiopathic myelofibrosis but not in JAK2 V617F positive ones. Finally, SOCS3 methylation was not significantly correlated with survival or other clinical variables.
Conclusions: SOCS3 promoter methylation was detected in 32% of patients with idiopathic myelofibrosis suggesting a possible role for SOCS3 methylation in this disorder. The pathogenetic consequences of SOCS3 methylation in idiopathic myelofibrosis remain to be fully elucidated.
Key words: SOCS3, SOCS1, hypermethylation, myeloproliferative disorders.
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JAK2 is a cytoplasmic tyrosine kinase that is crucial for effective signaling through type I cytokine receptors including receptors for erythropoietin, thrombopoietin, interleukin-3, granulocyte-macrophage colony-stimulating- factor (GM-CSF) and granulocyte colony-stimulating-factor (G-CSF).17 Homozygous knockout of murine Jak2 results in embryonic death at day 12.5 due to a complete absence of definitive erythropoiesis.18,19 The JAK2 V617F mutation results in cytokine independent activation of JAK/signal transducers and activators of transcription (STAT), phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT) and extracellular signalrelated kinase (ERK)/mitogen-activated protein kinase (MAPK) signaling pathways. Acquired mutations affecting other components of these signaling pathways are likely to contribute to the pathogenesis of JAK2 V617Fnegative MPD. Indeed, mutations within the receptor for thrombopoietin (MPL) have been detected among JAK2 V617F-negative cases of ET and IMF.20–23 Furthermore, such mutations may also modulate the degree of JAK2 kinase activity leading to the variable phenotype observed among patients with JAK2 V617Fpositive disease.
Suppressor of cytokine signaling (SOCS)1 and SOCS3 are negative regulators of the JAK/STAT pathway17 and are therefore attractive candidates. They are rapidly induced by a broad spectrum of cytokines including erythropoietin, interleukin-3, and GM-CSF.17 Expression of SOCS1 and SOCS3 leads to reduced JAK and STAT phosphorylation, reduced STAT dimerization and import to the nucleus and reduced transcription of target genes.24 Unlike the other members of the SOCS family, SOCS1 and SOCS3 contain a 12 amino acid region termed the kinase inhibitory region (KIR) which binds to and inactivates the catalytic JH1 domain of JAK proteins. 24 SOCS1 binds phosphorylated JAK2 directly, whereas SOCS3 inhibits JAK2 while bound to a cytokine receptor, e.g. erythropoietin receptor.25,26 SOCS proteins may also target JAK2 for proteosome-mediated degradation.17 Socs1–/– mice have low B-cell numbers due to defective interferon-
signaling.27 Socs3–/– mice die in utero due to fetal liver erythrocytosis and overexpression of SOCS3 blocks fetal liver erythrocytosis28 implying that SOCS3 plays a critical role in the negative regulation of definitive erythropoiesis.
Aberrant CpG island hypermethylation of tumor suppressor genes is a well recognized mechanism that can lead to tumorigenesis. Methylation and down-regulation of SOCS1 has been demonstrated in a number of hematologic malignancies including myelodysplasia and chronic myeloid leukemia29,30 although conflicting results have been obtained in some diseases. Methylation of the SOCS3 promoter and reduced gene expression have been detected in patients with lung cancer, head and neck squamous cell carcinoma, hepatocellular carcinoma and Barretts adenocarcinoma.31–34
We, therefore, wanted to investigate the contribution, if any, of aberration(s) of SOCS1 and SOCS3 in the pathogenesis of MPD. A large cohort of patients with a MPD were examined. The coding region and splice sites of SOCS1 and SOCS3 were assessed for acquired mutations. The methylation status of the CpG islands within the promoter and exon 2 of SOCS1 and within the promoter of SOCS3 were investigated. Transcript levels of SOCS1 and SOCS3 were also determined. Finally, we examined whether expression and/or methylation were associated with outcome and other clinical and laboratory variables.
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Mutation analysis of SOCS1 and SOCS3
Genomic DNA was amplified by PCR and the coding regions and splice sites of SOCS1 and SOCS3 were sequenced (Online Supplementary Table S1).
Methylation analysis of SOCS1 CpG islands
The structure of SOCS1 and the location of the CpG islands are shown in Figure 1A. The methylation-specific primers (MSP) and unmethylation-specific primers (UMSP) were described by Liu et al.30 (promoter region) and Yoshikawa et al.39 (exon 2 region). Genomic DNA from patients, normal individuals and methylated control samples [5 peripheral blood DNA samples that had been methylated using CpG methylase (New England Biolabs, Hitchin, UK)] were modified with sodium bisulphite40 and the CpG island regions were amplified by PCR as previously described.30,39 PCR products were analyzed by agarose gel electrophoresis, purified and sequenced as described elsewhere.40
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Figure 1. Methylation analysis of SOCS1 CpG islands. (A) Structure of SOCS1 showing the location of CpG islands, methylation-specific primers (MSP) and unmethylation-specific primers (UMSP). UTR; untranslated region. (B) Methylation-specific PCR amplification of the SOCS1 promoter CpG island. U, unmethylated; M, methylated. N1, N2, normal; MF1, myelofibrosis; PV1, polycythemia vera; ET1, essential thrombocythemia. (C) Methylation-specific PCR amplification of the SOCS1 exon 2 CpG island. U, unmethylated; M, methylated. N3, N4, N5, normal; MF2, MF3, myelofibrosis; PV2, PV3, polycythemia vera; ET2, ET3, essential thrombocythemia. For both CpG islands, methylated control DNA yields a PCR product within both the unmethylated and methylated-specific PCR due to mispriming of UMSP primers.
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![]() View larger version (19K): [in a new window] [Download PPT slide] | Figure 2. |
Ct (Ct(UMSP) –Ct(MSP)) against percentage methylation for this series. This standard curve was utilized to determine percentage methylation within samples from patients. To verify that the MSP PCR products were derived from methylated DNA, nested PCR was carried out. Five microliters of each PCR product were amplified in a 25 µL reaction containing 1X SYBR Green mix (Stratagene), 0.6 µM of each primer and 0.03 µM ROX reference dye (Stratagene). Nested primers were: SOCS3-MF1-nested, 5'GTTGTTAGGAACGCGTCGTC3', nt -1257; SOCS3-MR1-nested, 5'AACAAAACGCGACGAAAAAC3', nt -1203. Amplification conditions were 95°C for 10 min followed by 40 cycles of 95°C for 15 s, 61°C for 1 min followed by a final dissociation cycle of 95°C for 1 min, 55°C for 30 s and 95°C for 30 s. PCR products from the first round SOCS3 methylation-specific quantitative PCR were cloned. Five microliters of each product were purified using 2 µL of ExoSAP-IT (USB Corporation, Cleveland, USA) according to the manufacturers protocol and then diluted by the addition of 3 µL of water. The products were then cloned using the GeneJETTM PCR cloning kit (Fermentas, York, UK). Twelve colonies from each reaction were PCR-amplified using pJET1 sequencing primers (Fermentas) and sequenced.
Evaluation of SOCS1 and SOCS3 expression levels
Quantitative real-time reverse transcriptase-PCR was performed on a Stratagene MX3000P sequence detection system. RNA was prepared from 11 normal individuals, 112 MPD patients and 6 IE patients (the source of RNA being peripheral blood in 2 cases, purified granulocytes in 123 cases and purified mononuclear cells in 48 cases). Approximately 1 µg of total RNA was reverse transcribed as described elsewhere.35 Duplicate reactions with 5 µL aliquots of cDNA were used for realtime PCR in a final volume of 25 µL containing 1X SYBR Green mix (Stratagene), 0.3 µM of each primer and 0.03 µM of ROX reference dye (Stratagene). Oligonucleotide primers were designed using the Primer3 program.42 PCR product sizes, primer sequences and location relative to the 5' end of the mRNA were: SOCS1 (NM_003745): 92 bp; SOCS1-F, 5'TGGTAGCACACAACCAGGTG3', nt 156; SOCS1-R, 5'GAGGAGGAAGAGGAGGAAGG3', nt 247; SOCS3 (NM_003955): 110 bp; SOCS3-F, 5'CAAGGACGGAGACTTCGATT3', nt 300; SOCS3-R, 5'-GGAGCCAGCGTGGATCTG3', nt 409; ABL (NM_005157): 118 bp; ABL-F, 5'GCGTGAGAGTGAGAGCAG3', nt 456; ABL-R, 5'CTCTCGGAGGAGACGTAG3', nt 573. Amplification conditions were 95°C for 10 min followed by 40 cycles of 95°C for 15 s, 60°C for 1 min followed by a final dissociation cycle of 95°C for 1 min, 55°C for 30 s and 95°C for 30 s. The threshold was set as dRn = 0.21. The mean threshold cycle (Ct) was calculated for each transcript and the SOCS1 and SOCS3 transcript levels relative to ABL were calculated using the equation 2–
Ct(SOCS-ABL).
Statistical analysis
Overall survival was assessed using the Kaplan-Meier method and groups were compared by the log-rank test. Cox proportional hazards regression analysis was carried out to assess expression levels. Calculations were performed using SigmaPlot 10 (Systat Software, London, UK) and MedCalc (Mariakerke, Belgium).
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Methylation assessment of SOCS1 and SOCS3
SOCS1 and SOCS3 CpG island methylation was then assessed in 73 patients with a MPD and in 34 normal individuals. Three CpG islands were assessed: SOCS1 promoter and exon 2 regions (Figure 1A) and SOCS3 promoter region (Figure 2A). No hypermethylation of the SOCS1 promoter region was detected in normal individuals or in 68 MPD patients (Figure 1B, Table 1). However, methylation of SOCS1 exon 2 region was observed in 53% (18/34) of normal individuals (in all cell types assessed) and in 38% (28/73) of MPD patients (Figure 1C, Table 1). These results are in agreement with previous reports on the detection of methylation of the exon 2 region in normal individuals.29,43
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Table 1. Methylation status of SOCS1 and SOCS3 CpG islands in myeloproliferative disorders patients.
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Levels of expression of SOCS1 and SOCS3
SOCS1 and/or SOCS3 expression in MPD patients may be abnormal as a result of CpG island methylation, aberrant signal transduction pathways or another unknown mechanism. We, therefore, measured SOCS1 and SOCS3 transcript levels within granulocytes of normal individuals, IE patients and MPD patients (20 with PV, 48 with ET, 30 with IMF, 5 with post-PV MF and 5 with post-ET MF) (Figure 3). We also measured SOCS1 and/or SOCS3 transcript levels in peripheral blood mononuclear cells from normal individuals and IMF patients. Granulocyte SOCS1 transcript levels appeared to be slightly higher among IE patients than among normal individuals (Figure 3A) although this difference was not statistically significant. Granulocyte SOCS3 expression was very similar in IE patients and in normal individuals (Figure 3B).
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Figure 3. Expression of SOCS1 and SOCS3 in myeloproliferative disorders. (A) SOCS1 expression in granulocytes. Boxes represent the interquartile range that contains 50% of the values; the horizontal line marks the median value; the filled square represents the mean value and the bars indicate the range of values. IE: idiopathic erythrocytosis; PV: polycythemia vera; ET: essential thrombocythemia; MF: myelofibrosis; IMF: idiopathic myelofibrosis. Values at the base of the graph indicate the number of patients within each group. Bars indicate the p value (t-test) of differences between groups. (B) SOCS3 expression in granulocytes. Annotation as for (A). (C) SOCS3 expression in granulocytes and mononuclear cells from idiopathic myelofibrosis patients. The cross represents a patient carrying a MPL W515L mutation. Other annotations as for (A). (D) SOCS3 expression in granulocytes and mononuclear cells from JAK2 V617F-negative idiopathic myelofibrosis patients according to methylation status. Unmeth, Unmethylated SOCS3 promoter; Meth, Methylated SOCS3 promoter. Other annotations as for (A).
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SOCS1 and SOCS3 transcript levels were assessed in granulocytes and/or mononuclear cells from 34 IMF patients of whom 15 carried a JAK2 V617F mutation and one carried a MPL W515L mutation. Granulocytes from IMF patients showed moderately raised expression of SOCS1 (p=0.04 compared to the level in normal individuals; Figure 3A) but transcript level did not correlate with JAK2 V617F status (data not shown). No significant difference was seen within peripheral blood mononuclear cells. The levels of SOCS3 expression in mononuclear cells from JAK2 V617F-positive IMF patients was higher than that in both normal individuals and JAK2 V617F-negative patients (Figure 3C). This was not related to the number of myeloid precursor cells present within the mononuclear cell population. Granulocytes from JAK2 V617F-positive IMF patients showed a higher SOCS3 transcript level than did those from JAK2 V617F-negative patients but a similar level to granulocytes from normal individuals (Figure 3C). Hence, in both granulocytes and mononuclear cells, SOCS3 expression was higher in JAK2 V617F-positive IMF patients than in JAK2 V617F-negative patients. Compared to most other JAK2 V617F-negative cases, the patient carrying a MPL W515L mutation expressed high levels of SOCS3 within mononuclear cells (Figure 3C).
SOCS3 expression data for granulocytes and/or mononuclear cells were available for 30 patients in whom methylation status had been assessed (11 methylated; 19 unmethylated). Surprisingly, there was no difference in the mean SOCS3 transcript level in either granulocytes or mononuclear cells between IMF patients carrying a methylated SOCS3 promoter and those with an unmethylated SOCS3 promoter. Since there is a correlation between JAK2 V617F status and SOCS3 expression level in IMF (Figure 3C), we separately analyzed IMF patients according to JAK2 V617F status. Of the 17 patients carrying a wild type JAK2 V617 allele, four had a methylated SOCS3 promoter (1 within granulocytes only; 3 within mononuclear cells only). Restricting the analysis to JAK2 V617-wild type patients only, there was a trend towards reduced SOCS3 expression in patients carrying a methylated promoter compared to those without SOCS3 methylation (Figure 3D; granulocytes: 1.4±2.2 v 9.0±6.4, p=0.046; mononuclear cells: 0.3±0.2 v 2.0±1.8, p=0.09). No difference was observed for JAK2 V617F-positive patients (data not shown).
Correlation with clinical and laboratory factors
Of the 60 MF patients in whom SOCS3 methylation was assessed, 50 had idiopathic myelofibrosis and, among these, two showed coexisting myelodysplastic features. In ten patients, the myelofibrosis was secondary to a pre-existing MPD (5 PV, 5 ET). All 16 patients demonstrating SOCS3 promoter methylation were classified as having IMF suggesting that SOCS3 methylation is not merely a reflection of myelofibrotic transformation of a previously unrecognised MPD. Within the IMF patients, there was no association between SOCS3 promoter methylation and patients sex, age, hemoglobin level, white cell count, Lille prognostic score, platelet count, blast count, fibrosis grade, JAK2 V617F status or the presence of an abnormal karyotype. Survival data were available for 47 of the 50 IMF patients assessed. As previously described,9 the presence of a JAK2 V617F mutation was associated with shorter survival (p=0.026). However, there was no significant difference in the length of survival between patients with SOCS3 promoter methylation and those without (p=0.67) (Figure 4). Furthermore, SOCS3 methylation status did not affect the survival of JAK2 V617F-negative IMF patients or of any subgroup based on Lille prognostic score (data not shown).
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Figure 4. Survival curves of idiopathic myelofibrosis patients according to SOCS3 promoter methylation status. Sixteen patients carried a methylated SOCS3 allele and 31 patients had no SOCS3 promoter methylation.
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Recently, Jost et al.45 reported methylation of SOCS1 in 15% of MPD patients. However, the primers utilized in their study correspond to the CpG island within exon 2 and the SOCS1 promoter region was not assessed. Although we also observed methylation of the exon 2 CpG island in 38% of MPD patients, the same pattern was detected in 53% of normal individuals. Results from our study and others in which both the promoter and the exon 2 regions of SOCS1 have been assessed29,43 suggest that methylation of the SOCS1 exon 2 CpG island, but not the promoter region, is a variable feature in blood cells of normal individuals. The relevance of SOCS1 exon 2 CpG island methylation for leukemogenesis in general and for the pathogenesis of the MPD in particular is, therefore, unclear and should be considered with caution.
SOCS1 expression was increased, to varying degrees, in most types of MPD. Raised SOCS1 mRNA levels have also been detected in bone marrow of MPD patients using formalin-fixed bone marrow trephines.53 In contrast to our findings, this study failed to demonstrate significantly raised expression in granulocytes from patients with PV but only seven patients were examined (compared to 20 in our analysis) and a different control gene and SOCS1 primers were used. SOCS1 expression can be induced by a number of cytokines including many interleukins, erythropoietin and GMCSF17 but not thrombopoietin.54 Although JAK2 is targeted by SOCS1 leading to reduced phosphorylation of JAK2 and STAT5, it is not clear whether STAT5A or STAT5B transcriptionally activate SOCS1 directly. Indeed, the SOCS1 promoter contains binding sites for STAT1, STAT3 and STAT6.55 JAK2 V617F status did not significantly affect SOCS1 expression in MPD and, unlike for SOCS3, transformation to myelofibrosis resulted in normalization of SOCS1 transcript level. Taken together, these observations suggest that activation of SOCS1 transcription within MPD may be independent of activated JAK2/STAT5.
SOCS3 represents an attractive target gene in both JAK2 V617F-positive and JAK2 V617F-negative MPD for a number of reasons. Firstly, SOCS3 plays a crucial negative regulatory role in erythroid differentiation as shown by the fact that Socs3–/– mice die as a result of erythrocytosis28 whereas Jak2–/– mice die due to the absence of erythropoiesis.18,19 Conversely, mice overexpressing transgenic SOCS3 lack fetal liver erythrocytosis.28 Secondly, SOCS3 expression is induced by a number of cytokines including interleukin-3, thrombopoietin, erythropoietin and GM-CSF,17 growth factors to which hematopoietic progenitors from MPD patients show hypersensitivity.56 Thirdly, SOCS3 directly inhibits JAK2-related signaling by binding to a cytokine receptor and interacting with JAK2.24 Finally, hypermethylation of SOCS3 promoter has been demonstrated in a number of malignancies.31–34,57 We detected SOCS3 promoter methylation in 32% (16/50) of patients with IMF but not in patients with PV, ET or myelofibrosis preceded by another MPD. Hence, epigenetic modification of SOCS3 represents a novel mechanism by which JAK/STAT signaling may become aberrant within MPD. When assessed, the level of SOCS3 methylation was low suggesting that SOCS3 methylation represents a secondary acquired change in IMF.
Cell lines carrying a methylated SOCS3 promoter show no expression and treatment with the demethylating agent 5-aza-2'-deoxycytidine results in reactivation of SOCS3 transcription confirming the link between methylation and transcriptional inactivation. 31,32,34 Hence, a reduction in SOCS3 transcript level would be expected in patients carrying a methylated promoter. Surprisingly, in the IMF group as a whole, SOCS3 promoter methylation did not correlate with redu ced transcript level. However, within the JAK2 V617F-negative IMF group, there was a trend towards reduced SOCS3 expression in those patients carrying a methylated promoter. Within the cell populations assessed, only a proportion of cells carried a methylated SOCS3 promoter. Hence, it is possible that any affect of SOCS3 methylation would be masked. Additionally, JAK2 V617F-positive patients may exhibit increased expression in those cells not carrying a methylated SOCS3 promoter. The pathogenetic consequences of SOCS3 methylation for IMF, therefore, remain to be fully investigated. To clarify these observations, additional patients will be required and it will be important to assess SOCS3 methylation and expression within megakaryocytes and myeloid progenitors of both JAK2 V617F-positive and negative patients.
SOCS3 transcription is upregulated by cytokine-induced signal transduction and transcript levels are raised in PV, as shown in this study and by Kralovics et al.58 Although we did not quantify JAK2 V617F tumor burden, our data show that SOCS3 expression is, in general, highest in those patients with increased levels of JAK2 V617F. JAK2 V617F-positive PV patients showed higher levels than did JAK2 V617F-positive ET patients reflecting the increased V617F burden in PV compared to ET.13,59–61 ET patients without a JAK2 V617F mutation displayed a pattern similar to that of normal individuals in agreement with recent data that a proportion of JAK2 V617F-negative ET patients do not have activation of the JAK/STAT pathway.62 Similarly, for IMF, SOCS3 transcript levels were higher among JAK2 V617F-positive patients than among JAK2 V617F-negative cases. Among the patients with ET, those who were JAK2 V617F-positive displayed higher levels of SOCS3 within granulocytes than those who were MPL mutation-positive, reflecting the lineage specificity of MPL expression.
In addition to increased SOCS3 transcription, PV patients carrying a biallelic JAK2 V617F mutation also show higher levels of phosphorylated SOCS3.63 Although SOCS3 inhibits wild type JAK2 and targets it for degradation, it has no such effect on mutant JAK2 and SOCS3 may even enhance the proliferative effect of the mutant JAK2 V617F protein.63 Hence, inactivation of SOCS3, for example by methylation, may not offer a proliferative advantage in JAK2 V617F-positive PV patients. This may explain why methylation of SOCS3 was observed in IMF but not in PV and also why methylation may only affect total SOCS3 mRNA level in JAK2 V617F-negative IMF patients.
A number of possible explanations exist for the different phenotypes of JAK2 V617F-positive MPD patients; transformation of different progenitor cells, inherited genetic differences and additional, acquired genetic or epigenetic modifications.64 Current data support the hypothesis that acquired changes modulate JAK2 kinase activity and modify the MPD phenotype. Mitotic recombination of 9p24, leading to duplication of the JAK2 V617F mutation (homozygosity), has been detected in erythroid progenitors of most PV patients but not in ET.61 By contrast, neither mutations in MPL22 nor methylation of SOCS3 (this study) have been detected in PV suggesting that homozygosity for JAK2 V617F may be sufficient for the development of PV. The role of SOCS3 methylation in patients with JAK2 V617F-positive IMF remains to be elucidated.
The pathogenetic mechanisms underlying JAK2 V617F-negative cases of MPD are thought to reflect abnormalities affecting cytokine receptor signaling. In support of this, for example, JAK2 V617F-negative ET patients frequently demonstrate features of a JAK2 V617F-positive MPD such as erythropoietin independent erythroid colonies, abnormal megakaryocyte morphology and overexpression of PRV-1.8 Acquired mutations within the MPL gene have been detected in up to 8% of IMF patients and in up to 4% of ET patients but not in PV patients.20–23 Hypermethylation of SOCS3 represents another acquired aberration affecting one component of a signaling pathway within JAK2 V617F-negative cases of IMF. The identification of promoter hypermethylation affecting components of signaling pathways raises the possibility of the use of demethylating agents as potential therapy in patients with myelofibrosis.65
The online version of this article contains a supplemental appendix.
NF, JL, JTR, ARG and AJB conceived and designed the strategy; NF, JL, DCG, PJC, PAB, EMB, ACG and AJB carried out the research; PJC, PAB, DB, CNH, JTR and ARG identified appropriate patients and acquired clinical data; NF, JL, ARG and AJB wrote the manuscript. All authors reviewed and contributed to the manuscript. The authors reported no potential conflicts of interest.
Received for publication March 12, 2008. Revision received June 9, 2008. Accepted for publication June 27, 2008.
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