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Imaging, Diagnosis, Prognosis |
Authors' Affiliations: 1 The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Feinberg School of Medicine; 2 Institute for Molecular Pediatric Sciences, University of Chicago, Chicago, Illinois; and 3 Children's Oncology Group (COG) Statistics and Data Center, University of Florida, Gainesville, Florida
Requests for reprints: Susan L. Cohn, Institute for Molecular Pediatric Sciences, University of Chicago, 5841 Maryland Avenue, MC 4060, Room N114, Chicago, IL 60637. Phone: 773-702-2571; Fax: 773-834-1329; E-mail: scohn{at}peds.bsd.uchicago.edu.
| Abstract |
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Experimental Design: Methylation-specific PCR was used to evaluate the gene methylation status of 19 genes in 14 neuroblastoma cell lines and 8 genes in 70 primary neuroblastoma tumors. Associations between gene methylation, established prognostic factors, and outcome were evaluated. Log-rank tests were used to identify the number of methylated genes that was most predictive of overall survival.
Results: Epigenetic changes were detected in the neuroblastoma cell lines and primary tumors, although the pattern of methylation varied. Eight of the 19 genes analyzed were methylated in >70% of the cell lines. Epigenetic changes of four genes were detected in only small numbers of cell lines. None of the cell lines had methylation of the other seven genes analyzed. In primary neuroblastoma tumors, high-risk disease and poor outcome were associated with methylation of DCR2, CASP8, and HIN-1 individually. Although methylation of the other five individual genes was not predictive of poor outcome, a trend toward decreased survival was seen in patients with a methylation phenotype, defined as
4 methylated genes (P = 0.055).
Conclusion: Our study indicates that clinically aggressive neuroblastoma tumors have aberrant methylation of multiple genes and provides a rationale for exploring treatment strategies that include demethylating agents.
In the present study, we examined the methylation status of 19 genes that are known to be aberrantly hypermethylated in adult cancers in 14 genetically heterogeneous neuroblastoma cell lines with disparate growth characteristics. We also evaluated the methylation status of eight genes that have a high incidence of epigenetic aberrations in neuroblastoma cell lines, in 70 primary neuroblastoma tumors, 5 benign ganglioneuromas, and normal adrenal tissue. Abnormal methylation of three individual genes (DCR2, CASP8, and HIN-1) was found to be statistically associated with high-risk factors and poor outcome. The methylation status of the other five individual genes we examined (HIC-1, RASSF1A, BLU, TMS-1, and TIG-1) had no effect on survival. However, a trend was seen associating decreased survival in patients with tumors with a methylation phenotype, defined as
4 methylated genes. Our results suggest that aberrant methylation of multiple genes is likely to contribute to neuroblastoma pathogenesis.
| Materials and Methods |
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Patients and tumor specimens. DNA from 70 primary, untreated neuroblastoma tumors was obtained from the Children's Oncology Group (COG) Neuroblastoma Tumor Bank. Patients who met the following criteria were identified: patient had an available tumor specimen; patient had an available serum specimen; and patient either died or had >1 year of follow-up time. From this group of patients, 70 patients were selected at random (Table 1 ). The COG tumor samples were linked to clinical and biological information in the COG Statistical and Data Center and the laboratory investigators were blinded to these data. DNA was also isolated from five ganglioneuromas from children diagnosed at Children's Memorial Hospital in Chicago. This study was approved by the Northwestern University Institutional Review Board, the Children's Memorial Institutional Review Board, and the COG Neuroblastoma Biology Committee.
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Methylation analysis. Bisulfite-modified DNA was amplified, as previously described (3, 13), using primers specific for methylated and unmethylated sequences of 19 gene promoter regions. The PCR assays were done using conditions previously described (4, 9, 1430). The PCR products were separated by electrophoresis on a 2.5% agarose gel and visualized under UV illumination using ethidium bromide staining. Universal Methylated DNA (Intergen), which is enzymatically methylated human genomic DNA, was used as a positive control. Primers and PCR conditions are shown in Supplementary Table S1.
Statistical analysis. Data about the methylation status of the eight genes assayed in the 70 primary neuroblastoma samples were forwarded to the COG Statistical and Data Center for statistical analyses. The clinical data for this analysis were frozen in April 2006. Patients were classified as high risk if they had stage IV disease and were over the age of 1 year or had stage III MYCN-amplified tumors. All other patients were considered nonhigh risk. The methods of Kaplan and Meier were used to estimate 3-year overall survival rates, and survival curves across groups were compared using the log-rank test (31). Survival rates are presented as the rate ± SE, where the SEs are computed using Greenwood's formula (32). Associations of the methylation status (unmethylated versus partially or completely methylated) of the different genes were examined using a two-sided Fisher's exact test (33). Log-rank tests were used to identify the number of methylated (either partially or completely) genes that was most predictive of overall survival. For a given gene, a Cox proportional hazards model was used to estimate the effect of methylation status (0, unmethylated; 1, partially methylated; 2, completely methylated) on the relative hazard of risk for death after adjustment for MYCN amplification (34). As appropriate for small exploratory studies, no adjustment for multiple comparisons was made in this study, and P < 0.05 was considered statistically significant.
A methylation phenotype was defined on the basis of results of log-rank tests of the effect of number of methylated (either completely or partially) genes on overall survival. The lowest P value in Table 2 was used to identify an optimal cutoff of the number of methylated genes.
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| Results |
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The clinical and biological features of the patients and tumors are summarized in Table 1. The patients were diagnosed between February 2000 and July 2003, and 3-year overall survival for the entire cohort was 88 ± 4%, with median follow-up time for living patients of 4 years. Children
1 year of age at diagnosis had a statistically worse outcome than infants (3-year overall survival rate of 82% versus 100%; P = 0.027), and patients with stage IV disease had decreased survival compared with those with locoregional tumors (3-year overall survival rate of 76% versus 92%; P = 0.009). As expected, MYCN amplification was also an unfavorable prognostic factor in the cohort. The estimated 3-year overall survival rate for patients with MYCN-amplified tumors was 56 ± 17%, compared with 93 ± 4% for those with nonamplified neuroblastomas (P < 0.001). Patients were classified as high risk if they had stage IV disease and were over the age of 1 year or had stage III MYCN-amplified tumors. The estimated 3-year overall survival rate for patients with nonhigh-risk disease was 96 ± 4%, compared with 73 ± 9% for high-risk patients (P < 0.001).
Profile of promoter methylation in neuroblastoma tumors. Methylation frequency of the eight genes in the neuroblastoma tumors ranged from 21% to 99%. Ninety-nine percent of the tumors showed methylation of HIC-1. RASSF1A methylation was detected in 90% of the neuroblastoma tumors. Methylation of CASP8, BLU, TMS-1, and DCR2 was detected in 56%, 54%, 46%, and 44% of the tumors, respectively, whereas methylation of TIG-1 and HIN-1 was observed in a smaller cohort (23% and 21%, respectively). All 70 tumors had methylation of at least one gene (Fig. 2 ). Seven genes (CASP8, DCR2, HIN-1, RASSF1A, BLU, TMS-1, and TIG-1) were methylated in a subset of neuroblastoma tumors but remained unmethylated in the ganglioneuromas and adrenal tissue (Fig. 2). The other gene analyzed (HIC-1) was methylated in neuroblastoma tumors as well as the ganglioneuromas and adrenal tissue. Further analyses revealed significant associations between methylation of BLU and CASP8 (P = 0.030), TIG1 and CASP8 (P = 0.022), DCR2 and CASP8 (P = 0.030), HIN-1 and CASP8 (P = 0.042), TMS-1 and BLU (P < 0.001), TIG-1 and BLU (P = 0.003), HIN-1 and BLU (P = 0.039), TIG1 and TMS-1 (P = 0.044), and HIN-1 and DCR2 (P = 0.018; Supplementary Table S2).
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4 methylated genes (P = 0.055).
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| Discussion |
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To investigate the clinical significance of the epigenetic aberrations, associations between gene methylation, established prognostic factors, and outcome were evaluated. Tumor samples for this study were obtained from the COG Neuroblastoma Tumor Bank, and tumors representative of low, intermediate, and high risk were provided. However, only 24% of the patients had stage IV disease and 33% were classified as high risk. Furthermore, the overall survival for the study cohort was 88 ± 4%, which is significantly better than other large unselected series (36). Although this cohort contained a large number of children with favorable biology tumors, as expected, decreased survival was associated with established unfavorable prognostic clinical and biological factors including advanced stage disease and MYCN amplification.
Epigenetic aberrations of HIN-1, DCR2, or CASP8 were also significantly associated with decreased 3-year survival in this patient cohort. Although the methylation status of the other individual genes was not associated with outcome, after adjustment for MYCN, lack of TIG-1 methylation was found to be predictive of decreased survival. It is likely that this was a spurious occurrence as a result of the small sample size and lack of adjustment for multiple comparisons. Log-rank tests were used to identify the number of methylated genes that was most predictive of overall survival. This analysis showed a trend associating poor survival with a methylation phenotype, defined as
4 methylated genes (P = 0.055). It is likely that the prognostic effect of the methylation phenotype would be increased in a more representative cohort of patients.
The HIN-1 tumor suppressor gene has previously been shown to be methylated in neuroblastoma (37). In the study by Shigematzu et al., HIN-1 methylation was detected in 11% of the neuroblastomas analyzed. However, in contrast to our study, these investigators did not examine the prognostic significance of HIN-1 methylation. Aberrant methylation of HIN-1 has also been observed in a variety of other cancers including breast cancer (26, 38), nasopharyngeal carcinoma (39), lung cancer, retinoblastoma, Wilms' tumor, rhabdomyosarcoma, prostate cancer, and lymphomas (37, 40). Although the function of HIN-1 in neuroblastoma remains unclear, in breast cancer cell lines, HIN-1 is capable of inhibiting cell cycle reentry, suppressing migration and invasion, and inducing apoptosis. These effects seem to be mediated by a high-affinity cell-surface receptor and to involve the modulation of the AKT signaling pathway (41).
DCR2 gene methylation has also been shown to be aberrantly hypermethylated in a variety of tumor types including neuroblastoma (14, 23). In a study by Banelli et al. (14), DCR2 methylation was detected in 13 of 31 (42%) neuroblastoma tumors. Similar to our results, none of the 13 benign ganglioneuromas evaluated by Banelli and colleagues had DCR2 methylation. Furthermore, patients with tumors with partial or complete DCR2 methylation had significantly lower overall survival compared with those with tumors that remained unmethylated (14). These investigators also found that the prognostic value of the combination of RASSF1A and DCR2 methylation was increased compared with DCR2 methylation alone. Inactivation of DCR2 should have antitumor effects by rendering the cells more sensitive to TRAIL-induced apoptosis. However, the down-regulation of DCR2 could be considered part of an inefficient defense mechanism activated to inhibit tumor cell growth (14).
CASP8 methylation was first reported in neuroblastoma tumors by Teitz et al. (9) nearly 6 years ago. These investigators detected methylation of CASP8 in 26 of 42 (62%) neuroblastoma tumors, and an association between CASP8 methylation and MYCN amplification was reported (9). In our series, CASP8 methylation also occurred more frequently in MYCN-amplified tumors, although this association did not reach statistical significance. Others, however, have reported no correlation between CASP8 silencing and MYCN amplification (42). The reasons for the discordant results are not clear but are likely due to differences in patient cohorts and disparities in the regions of CASP8 analyzed. Caspase-8 is a key determinant of sensitivity for apoptosis, and loss of CASP8 expression has recently been shown to render neuroblastoma cells refractory to integrin-mediated death, thereby promoting cell survival in the stromal microenvironment and metastases (43).
Several investigators have shown that restoration of CASP8 expression sensitizes tumor cell lines for death receptortriggered apoptosis and drug-induced apoptosis (44, 45), suggesting that high levels of CASP8 expression will enhance response to chemotherapy and improve outcome. However, Fulda et al. (46) recently reported that loss of CASP8 protein expression occurs in the majority of tumors and that the level of expression has no effect on survival. In that study, no correlation between CASP8 expression and MYCN amplification or other high-risk features was seen. Although these investigators did not examine CASP8 methylation, the results suggest that epigenetic changes of CASP8 may be independent from gene silencing. It is well known that gene silencing can be caused by multiple mechanisms, and Banelli et al. (42) reported that CASP8 expression is not directly dependent on promoter methylation. Similarly, Abe et al. (11) have reported that methylation of the protocadherin ß (PCDHB) gene was not associated with gene silencing. However, a close correlation between PCDHB gene methylation and poor outcome in patients with neuroblastoma was seen.
Epigenetic changes of the other individual genes were not found to be predictive of poor outcome in our cohort. However, a trend associating decreased survival in patients with tumors with a methylation phenotype was seen. A larger series should be analyzed to determine if methylation will be useful in risk stratification of high-risk patients. Recently, global methylation studies have indicated that a CpG island methylator phenotype is predictive of poor outcome in a variety of different cancers including neuroblastoma (11, 47). In a study by Abe and coworkers, a CpG island methylator phenotype was detected in 37 of the 38 MYCN-amplified neuroblastoma tumors studied. Furthermore, this phenotype was strongly predictive of poor survival in the cases without MYCN amplification. Moreover, in that study, a CpG island methylator phenotype was significantly associated with methylation of the RASSF1A and BLU tumor suppressor genes.
An epigenetic mechanism for carcinogenesis was predicted more than 10 years ago (48), and there is now strong molecular evidence supporting this concept. In many types of cancer, abnormal methylation and subsequent silencing of genes known to play important roles in tumor suppression, cell cycle regulation, apoptosis, DNA repair, and metastatic potential are observed at high frequency (49). Our study and others indicate that neuroblastoma phenotype is influenced by epigenetic changes of multiple genes. These results provide a rationale for exploring treatment strategies that include demethylating agents.
| Acknowledgments |
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| Footnotes |
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The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Note: Supplementary data for this article are available at Clinical Cancer Research Online (http://clincancerres.aacrjournals.org/).
Received 11/30/06; revised 2/23/07; accepted 3/ 8/07.
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