© 2002 by Oxford University Press
Journal of the National Cancer Institute, Vol. 94, No. 1, 26-32,
January 2, 2002
© 2002 Oxford University Press
ARTICLE |
Hypermethylation of the DNA Repair Gene O6-Methylguanine DNA Methyltransferase and Survival of Patients With Diffuse Large B-Cell Lymphoma
Affiliations of authors: M. Esteller, Division of Cancer Biology, The Johns Hopkins Oncology Center, Baltimore, MD, and Cancer Epigenetics Laboratory, Molecular Pathology Program, Centro Nacional de Investigaciones Oncologicas, Majadahonda, Spain; G. Gaidano, D. Capello, D. Rossi, The Center for the Study and Treatment of Blood Disorders, Division of Internal Medicine, Department of Medical Sciences, Amedeo Avogadro University of Eastern Piedmont, Novara, Italy; S. N. Goodman (Division of Biostatistics), S. B. Baylin, J. G. Herman (Division of Cancer Biology), The Johns Hopkins Oncology Center; V. Zagonel (Division of Medical Oncology B), A. Gloghini, A. Carbone (Division of Pathology), Centro di Riferimento OncologicoIstituto Nazionale Tumori, Aviano, Italy; B. Botto, U. Vitolo, Division of Hematology, A.O. San Giovanni Battista della Città di Torino, Italy.
Correspondence to: James G. Herman, M.D., The Johns Hopkins Oncology Center, 1650 Orleans, Baltimore, MD 21231 (e-mail: hermanji{at}jhmi.edu).
| ABSTRACT |
|---|
|
|
|---|
Background: The gene encoding the DNA repair enzyme O6-methylguanine DNA methyltransferase (MGMT) is transcriptionally silenced by promoter hypermethylation in several human cancers, including diffuse large B-cell lymphoma (B-DLCL). MGMT promoter hypermethylation is a favorable prognostic marker in patients with brain tumors treated with alkylating agents. Methods: In a retrospective cohort study, we used methylation-specific polymerase chain reaction to analyze the MGMT promoter methylation status in tumor DNA of B-DLCL patients receiving cyclophosphamide as part of multidrug regimens. Molecular data were compared with patient response with the use of Student's t test. Disease-free survival and overall survival were estimated by the KaplanMeier method and compared with the use of the log-rank test. Multivariable survival analyses were performed with the Cox proportional hazards model. All statistical tests were two-sided. Results: Thirty (36%) of 84 B-DLCL patients showed MGMT promoter hypermethylation in their lymphomas. The presence of MGMT methylation was associated with a statistically significant increase in overall survival (hazard ratio for time to death for nonmethylation versus methylation = 2.8; 95% confidence interval (CI) = 1.2 to 7.5; P = .01) and progression-free survival (hazard ratio for time to progression for nonmethylation versus methylation = 2.6; 95% CI = 1.3 to 5.8; P = .02). MGMT promoter hypermethylation was both independent of and stronger than established prognostic factors, such as age, disease stage, serum lactic dehydrogenase level, and performance status. Conclusion: MGMT promoter hypermethylation appears to be a useful marker for predicting survival in patients with B-DLCL treated with multidrug regimens including cyclophosphamide.
| INTRODUCTION |
|---|
|
|
|---|
The term diffuse large B-cell lymphoma (B-DLCL) is thought to include more than one disease entity, and patients with B-DLCL have a highly variable clinical behavior, outcome, and natural history (1,2). Although advances in treatment and the identification of clinical indicators have led to improved prognosis and have allowed some tailoring of therapy, approximately half of the patients with B-DLCL still fail the therapy and die of their disease. Because the pathogenesis of B-DLCL is a heterogeneous process involving multiple, independent molecular pathways, it has been proposed that the tumor genotype may affect the clinical behavior and the outcome of the disease (1,3). The identification of new molecular prognostic markers, therefore, may help to further stratify patients into different risk groups.
Recently, the gene encoding the DNA repair enzyme O6-methylguanine DNA methyltransferase (MGMT) has been found to be inactivated in several human cancers, including a fraction of B-DLCLs (4). The MGMT protein (E.C. 2.1.1.63), also known as O6-alkylguanine-DNA alkyltransferase (AGT), protects cells from the toxicity of alkylating agents, which frequently target the O6 position of guanine (5,6). The MGMT protein rapidly reverses the formation of adducts at the O6 position of guanine via transfer of the alkyl adduct to a cysteine residue within the protein (5,6), thereby averting the formation of lethal cross-links and other mutagenic effects. Thus, MGMT activity is a major mechanism of resistance to alkylating drugs (5,6).
In human cancer, the MGMT gene is not commonly mutated or deleted; thus, loss of MGMT function is most frequently due to epigenetic changes, specifically promoter region methylation. Hypermethylation of the MGMT CpG island as the cause of MGMT transcriptional silencing in cell lines defective in O6-methylguanine repair has been demonstrated (4,79). Furthermore, in vitro treatment of cancer cells with demethylating drugs restores MGMT expression (7,10). Aberrant MGMT methylation has been associated with loss of messenger RNA (mRNA) expression (10), lack of MGMT protein (4,11), and loss of enzymatic activity (11) in noncultured neoplasia tissue as well. The level of MGMT activity and expression varies widely in tumors; some tumors have abundant and other tumors have undetectable MGMT activity. For example, lack of MGMT activity has been detected in approximately 30% of brain tumors (12,13) and has been suggested to be associated with enhanced sensitivity to the action of alkylating agents (1416). Recently, we (17) have reported that the presence of MGMT promoter region methylation in brain tumors was a strong predictor of response, overall survival, and time to disease progression in patients treated with the alkylating agent carmustine. B-DLCL is treated with the alkylating agent cyclophosphamide; therefore, this study aimed at defining whether MGMT inactivation by promoter hypermethylation could provide novel prognostic information for B-DLCL patients treated with this drug.
| PATIENTS AND METHODS |
|---|
|
|
|---|
Patient Population and Specimen Procurement
Eighty-four patients with previously untreated B-DLCL were used for this study. The patients had been consecutively diagnosed and treated from 1986 through 1997 at three Italian institutions that had DNA available for study. Informed written consent was obtained from the patients, and tissue collection was approved by each Institutional Review Board. Clinical follow-up was obtained until August 31, 1999, or until death. The median follow-up duration from initiation of treatment for censored patients was 61 months. Patients were censored if they were alive at the date of the last follow-up visit, independent of remission status. Diagnosis was based on histopathology, immunophenotypic analysis of cell surface markers (CD10, CD19, CD20, CD22, CD79a, CD3, CD5, CD43, CD45RO, CD15, CD30, and CD45), and immunogenotypic analysis of immunoglobulin gene rearrangement, performed with the use of a JH probe on HindIII, EcoRI, and BamHI digests and a Jk probe on BamHI digests. The histopathologic definition of B-DLCL was according to the REAL (i.e., revised EuropeanAmerican classification of lymphoid neoplasms) classification (1). Patients who were positive for human immunodeficiency virus were not included in the study. Disease staging included routine blood chemistry tests; blood cell counts, and differential; electrocardiogram; chest x-ray; computed tomography (CT) scan of chest, abdomen, and pelvis; and bilateral bone marrow biopsy in all patients. Disease stage was assessed according to Ann Arbor criteria (18). The International Prognostic Indicator (IPI) was calculated as described previously (19), with patients classified as low, lowintermediate, highintermediate, and high risk.
Treatment of patients varied, depending on the stage of their disease, date of diagnosis, institution, and prognostic factors. All patients, however, were treated with cyclophosphamide and an anthracycline-containing regimen. Nine patients with localized stage of disease without adverse prognostic features were treated with a brief chemotherapy, ACOPB (i.e., a combination of doxorubicin [Adriamycin], cyclophosphamide, vincristine, prednisone, and bleomycin) or three courses of CHOP (i.e., a combination of cyclophosphamide, doxorubicin, vincristine, and prednisone), followed by locoregional radiotherapy at a dose of 36 Gy. Forty-two patients with disease at a localized stage and adverse prognostic features or advanced-stage disease were treated with CHOP (29 patients) or a third-generation chemotherapy scheme, such as MACOPB (i.e., a combination of methotrexate, doxorubicin, cyclophosphamide, vincristine, prednisone, and bleomycin) (six patients) or VACOPB (i.e., a combination of etoposide, doxorubicin, cyclophosphamide, vincristine, prednisone, and bleomycin) (seven patients). Fifteen elderly patients, older than 65 years, received PVEBEC (i.e., a combination of prednisone, vinblastine, epirubicin, bleomycin, etoposide, and cyclophosphamide). Eighteen patients with advanced-stage disease and adverse prognostic features were treated with a reduced course of standard chemotherapy (MACOPB or CHOP), followed by an intensification chemotherapy with peripheral blood stem cell harvest and high-dose BEAM chemotherapy (i.e., a combination of carmustine, etoposide, cytarabine, and melphalan) with autologous stem cell transplantation.
Response to treatment was evaluated after the completion of the therapeutic program. Restaging tests included blood chemistries, CT scans of chest, abdomen, and pelvis in all patients, and repetition of bone marrow biopsy if abnormal at diagnosis. Complete remission (CR) was defined as the absence of any detectable disease. Patients with persistent CT abnormalities but regression greater than 75% of initial tumor volume with no signs or symptoms of active disease were considered to be in CR if the radiologic abnormalities were subsequently stable for at least 3 months. A partial remission (PR) was defined as a 50% or greater reduction in tumor volume. Failure was defined as anything less than a PR, progressive disease, or treatment-related death.
Analysis of MGMT Promoter Hypermethylation by Methylation-Specific Polymerase Chain Reaction
DNA was extracted from tumors according to standard protocols. DNA methylation patterns in the CpG island of MGMT were determined by chemical modification of unmethylated but not the methylated cytosines to uracil and subsequent polymerase chain reaction (PCR) using primers specific for either methylated or the modified unmethylated DNA as described previously (4,20). DNA (1 µg) was denatured by NaOH and modified by sodium bisulfite. DNA samples were then purified with the use of Wizard DNA purification resin (Promega Corp., Madison, WI), again treated with NaOH, precipitated with ethanol, and resuspended in water. Primer sequences for the unmethylated reaction were 5`-TTT GTG TTT TGA TGT TTG TAG GTT TTT GT-3` (forward) and 5`-AAC TCC ACA CTC TTC CAA AAA CAA AAC A-3` (reverse); primer sequences for the methylated reaction were 5`-TTT CGA CGT TCG TAG GTT TTC GC-3` (forward) and 5`-GCA CTC TTC CGA AAA CGA AAC G-3` (reverse). The annealing temperature was 59 °C. Placental DNA treated in vitro with SssI methyltransferase (New England Biolabs Inc., Beverly, MA) was used as a positive control for methylated alleles of MGMT, and DNA from normal lymphocytes was used as a negative control for methylated alleles of MGMT. Controls without DNA were performed for each set of PCR. Ten microliters of each PCR reaction was directly loaded onto nondenaturing 6% polyacrylamide gels, stained with ethidium bromide, and visualized under UV illumination.
Analysis of MGMT Expression by Immunohistochemistry
The association between MGMT methylation status and MGMT protein expression was assessed in a representative panel of 26 lymphomas randomly selected on the basis of availability of sections. Sections of formalin-fixed, paraffin-embedded tissue sections were deparaffinized with xylene for 30 seconds, dehydrated by use of graded ethanols, and treated for 30 minutes in TEC [i.e., 2 mM Tris(hydroxymethyl)-aminomethane, 1.3 nM EDTA, and 1.1 nM trisodium citrate dihydrate] solution (pH 7.8) in a microwave oven at 250 W. Immunohistochemistry was performed with the use of the ABC method (ABC-Elite kit; Vector Laboratories Inc., Burlingame, CA). Immunoperoxidase staining with the use of diaminobenzidine as chromogen was performed on an automated immunostainer (Ventana Medical Systems, Inc., Tucson, AZ) according to the company's protocols. Commercially available mouse anti-MGMT monoclonal antibody (clone MT3.1; Chemicon International, Temecula, CA) at 1 : 100 was used (21). The antibody has been demonstrated previously to be useful for immunohistochemistry and to be associated with MGMT activity (4,22). Nuclear staining was determined by two authors (A. Gloghini and A. Carbone), who did not have knowledge of the molecular analysis of the samples.
Statistical Analysis
Student's t test was used to compare continuous variables. Contingency tables were analyzed by Fisher's exact test. Disease-free survival and overall survival were estimated by the KaplanMeier method and were compared with the use of the log-rank test. Multivariate survival analyses were performed with the Cox proportional hazards model, and proportional hazards assumptions were checked with the use of Schoenfeld residuals and graphical methods. Descriptive or stratified analyses always preceded parametric modeling to confirm that assumptions of the models were met. All reported P values are two-sided, and all confidence intervals (CIs) are quoted at the 95% level. Analyses were performed with the use of JMP 3.1 (SAS Institute, Inc., Cary, NC) and Stata 6.0 (Stata Corp., College Station, TX).
| RESULTS |
|---|
|
|
|---|
We examined MGMT promoter hypermethylation in tumors of 84 patients with B-DLCL. A clinical description of the patient population is given in Table 1
|
|
The presence of MGMT methylation was not associated with any difference in clinical stage, performance status (Eastern Cooperative Oncology Group), or lactic dehydrogenase (LDH) levels (see Table 1
However, as we had observed previously for patients with high-grade gliomas (17), the MGMT methylation status in lymphoma patients was strongly associated with overall survival and progression-free survival. Overall survival was statistically significantly increased among lymphoma patients having MGMT methylation, with a hazard ratio (HR) for nonmethylation versus methylation for the outcome of death of 2.8 (95% CI = 1.2 to 7.5; P = .01) (Fig. 2, A
). Similarly, the HR for disease progression among those without methylation versus those with methylation was 2.6 (95% CI = 1.3 to 5.8; P = .02; Fig. 2, B
). The traditional markers of prognosis in non-Hodgkin's lymphoma, which form the International Lymphoma Study Group classification (19)namely, performance status, LDH levels, and disease stagehad weak or modest univariate associations with survival. However, in multivariable survival models, the MGMT methylation status was consistently the most important predictor. In addition to MGMT methylation, only disease stage was statistically significant. In a model where stage was dichotomized (stages 1 and 2 versus stages 3 and 4), the HR outcome for time to death for the higher stages was 2.4 (95% CI = 1.1 to 6.6; P = .03), and that for nonmethylation was virtually identical to the univariate result (HR = 2.7; 95% CI = 1.2 to 7.2; P = .02). Similar results were obtained for time to disease progression for stage (HR = 2.5; 95% CI = 1.2 to 5.8; P = .01) and nonmethylation status (HR = 2.5; 95% CI =1.2 to 5.5; P = .01).
|
The IPI incorporates these individual factors (age, stage, bone marrow involvement, LDH levels, and the performance status) into a useful prognostic indicator (19). To determine whether MGMT methylation was still predictive of survival, we examined MGMT in relation to IPI. As demonstrated previously (19), the IPI was predictive of time to death, with an HR of 1.6 (95% CI = 1.1 to 2.3; P = .009) when IPI was coded as a continuous variable. MGMT remained predictive of overall survival in this multivariable analysis (HR = 2.3; 95% CI = 1.0 to 6.2; P = .05). For time to disease progression, the IPI as a continuous variable was also prognostically important (HR = 1.4; 95% CI = 1.02.0; P = .02), but MGMT methylation remained an independent predictor of time to progression (HR for nonmethylation = 2.2; 95% CI = 1.064.9; P = .03) in this multivariable analysis.
Fig. 3
is a graphical representation of the independent prognostic role of IPI and MGMT promoter methylation. For visual clarity and because of small numbers in these eight possible categories, patients at lowintermediate, highintermediate, and high IPI risk were combined. Fig. 3, A
, shows the overall survival according to MGMT methylation status in patients with low IPI (L) and all other categories (>L) combined. It is apparent that much of the MGMT effect is seen in the low-IPI group. Likewise, much of the effect of MGMT methylation on progression-free survival was seen in patients with low IPI (Fig. 3, B
).
|
| DISCUSSION |
|---|
|
|
|---|
This study reports that MGMT promoter hypermethylation may provide a novel independent marker for the prognostic assessment of survival in patients with B-DLCL treated with multidrug regimens that include cyclophosphamide. In a recent report (17), we have shown that MGMT promoter hypermethylation correlates with an improved clinical response and an increase in overall survival and disease-free survival also in patients with gliomas treated with carmustine. As demonstrated for glioma patients (1417), promoter hypermethylation, rather than enzyme activity, may be a more accurate strategy to assess MGMT status in human cancer. In fact, the presence of normal cells, including normal infiltrating lymphocytes, may make determination of MGMT activity within the tumor itself difficult. Our PCR approach eliminates the problems of infiltrating normal cells and thereby may more accurately separate tumors into those with and those without MGMT inactivation. Because hypermethylation of MGMT is associated with loss of mRNA expression and appears to be the only mechanism associated with loss of MGMT activity (4,710), one can study MGMT loss of function by assessing promoter hypermethylation. This approach examines the lesion itself (epigenetic inactivation of the promoter) rather than the effect of this alteration (loss of protein expression and enzyme activity).
Several hypotheses may explain the prognostic role of MGMT in predicting survival of patients with B-DLCL treated with alkylating agents. One hypothesis concerns the possibility that MGMT hypermethylation is a prognostic marker of natural history that identifies a specific pathogenetic subset of lymphomas with a more favorable outcome. While it is impossible to completely exclude this explanation, it appears to be independent of other reported prognostic markers. A priori, one would not expect MGMT methylation to be a positive prognostic indicator but perhaps a negative one, since MGMT hypermethylation has been associated with the formation of K-ras (also known as Kirsten ras) and p53 (also known as TP53) mutations (10,23), both of which are often negative prognostic markers. The prognostic role of MGMT hypermethylation cannot be ascribed to a clinical advantage of B-DLCL displaying a generalized methylated phenotype, since promoter hypermethylation of other genes frequently methylated in B-DLCL (24) (namely, the death-associated protein kinase gene) is not associated with outcome (our unpublished observation).
An alternative hypothesis to explain the prognostic importance of MGMT hypermethylation is that MGMT inactivation may render B-DLCL cells more prone to the genotoxic effects of alkylating agents, as it has been proposed recently in the case of glioma (17). In fact, the DNA repair protein MGMT is one of the key factors mediating resistance to these agents, and several reports suggest that MGMT does play a role in modulating the activity of cyclophosphamide at least in vitro, as demonstrated in lung cancer (25), medulloblastoma (26), and ovarian (CHO) cell lines (27). Thus, although MGMT has long been implicated in resistance to methylating and chloroethylating agents, it may also contribute to resistance to the cytotoxic and mutagenic effects of cyclophosphamide (28). It appears that MGMT activity is important in protecting against the toxicity of acrolein, one of the metabolites of cyclophosphamide, while the toxicity from the other metabolite, phosphoramide mustard, is not repaired by MGMT (27). Increased sensitivity to alkylating agents conferred by MGMT inactivation may result in complete elimination of all transformed cells, which would otherwise lead to disease recurrence. The absence of statistical difference in initial response of B-DLCL with and without MGMT hypermethylation is at variance with the behavior of glioma patients (17) and may be due to the presence of other potent and effective anticancer agents used as standard treatments for B-DLCL, such as doxorubicin, vincristine, and etoposide, that might have masked greater differences in response between methylated and unmethylated groups.
Despite these observations, the improved survival in cyclophosphamide-treated B-DLCL patients with MGMT hypermethylation cannot be attributed unequivocally to sensitivity to this alkylating agent. Such a conclusion would only be possible if cyclophosphamide were used alone and then only if a nontreatment control was examined. This treatment strategy, however, is not appropriate, given the effectiveness of multidrug regimens for B-DLCL. A putative indirect approach to address the relationship between the MGMT status and B-DLCL sensitivity to cyclophosphamide may be the use of the MGMT inhibitor O6-benzylguanine (O6-BG) (26,29). O6-BG is an MGMT substrate that, by its binding to the protein in a suicide reaction, inactivates MGMT. While this inhibitor has been used primarily to enhance the response to alkyl-nitrosoureas both in vitro and in vivo (29,30), O6-BG has been shown to increase sensitivity to cyclophosphamide metabolites as well (31). The safety profile of O6-BG has allowed its use in phase I clinical trials (32). Our results prompt preclinical studies in animal models aimed at defining whether O6-BG has a role in the treatment of B-DLCL carrying unmethylated MGMT genes.
| NOTES |
|---|
|
|
|---|
Editor's note: Under the licensing agreement between the Virco (Brussels, Belgium) and The Johns Hopkins University (Baltimore, MD), J. G. Herman and S. B. Baylin are entitled to receive a share of royalty received by the university on sales of products described in this article. Drs. Herman and Baylin are paid consultants to Virco. The terms of this arrangement are managed by The Johns Hopkins University in accordance with its conflict-of-interest policies.
Supported by Public Health Service grant P50CA58184 from the National Cancer Institute, National Institutes of Health, Department of Health and Human Services; by a grant from Ministero per l'Università e la Ricerca Scientifica e Tecnologica-Cofin 2000, Rome, Italy (to G. Gaidano); by a grant from Fondazione "Piera Pietro e Giovanni Ferrero," Alba, Italy (to G. Gaidano); and by a grant from Associazione Italiana per la Ricerca sul Cancro, Milan, Italy (to A. Carbone).
| REFERENCES |
|---|
|
|
|---|
1
Harris NL, Jaffe ES, Stein H, Banks PM, Chan JK, Cleary ML, et al. A revised EuropeanAmerican classification of lymphoid neoplasms: a proposal from the International Lymphoma Study Group. Blood 1994;84:136192.
2 van Biesen K, Cabanillas F. Clinical manifestations, staging, and treatment of non-Hodgkin lymphoma. In: Hoffman R, Benz EJ Jr, Shattil SJ, Furie B, Cohen HJ, Silberstein LE, et al, editors. Hematology. Basic principles and practice. 3rd ed. Philadelphia (PA): Churchill-Livingstone; 2000. p. 1293339.
3 Gaidano G, Dalla-Favera R. Molecular biology of lymphomas. In: DeVita VT Jr, Hellman S, Rosenberg SA, editors. Cancer. Principles and practice of oncology. 6th ed. Philadelphia (PA): Lippincott; 2001. p. 221535.
4
Esteller M, Hamilton SR, Burger PC, Baylin SB, Herman JG. Inactivation of the DNA repair gene O6-methylguanine-DNA methyltransferase by promoter hypermethylation is a common event in primary human neoplasia. Cancer Res 1999;59:7937.
5 Ludlum DB. DNA alkylation by the haloethylnitrosoureas: nature of modifications produced and their enzymatic repair or removal. Mutat Res 1990;233:11726.[CrossRef][Web of Science][Medline]
6 Pegg AE, Dolan ME, Moschel RC. Structure, function, and inhibition of O6-alkylguanine-DNA alkyltransferase. Prog Nucleic Acid Res Mol Biol 1995;51:167223.[Web of Science][Medline]
7
Qian XC, Brent TP. Methylation hot spots in the 5` flanking region denote silencing of the O6-methylguanine-DNA methyltransferase gene. Cancer Res 1997;57:36727.
8 Watts GS, Pieper RO, Costello JF, Peng YM, Dalton WS, Futscher BW. Methylation of discrete regions of the O6-methylguanine DNA methyltransferase (MGMT) CpG island is associated with heterochromatinization of the MGMT transcription start site and silencing of the gene. Mol Cell Biol 1997;17:56129.[Abstract]
9 Danam RP, Qian XC, Howell SR, Brent TP. Methylation of selected CpGs in the human O6-methylguanine-DNA methyltransferase promoter region as a marker of gene silencing. Mol Carcinog 1999;24:859.[CrossRef][Web of Science][Medline]
10
Esteller M, Toyota M, Sanchez-Cespedes M, Capella G, Peinado MA, Watkins DN, et al. Inactivation of the DNA repair gene O6-methylguanine-DNA methyltransferase by promoter hypermethylation is associated with G to A mutations in K-ras in colorectal tumorigenesis. Cancer Res 2000;60:236871.
11 Herfarth KK, Brent TP, Danam RP, Remack JS, Kodner IJ, Wells SA Jr, et al. A specific CpG methylation pattern of the MGMT promoter region associated with reduced MGMT expression in primary colorectal cancers. Mol Carcinog 1999;24:908.[CrossRef][Web of Science][Medline]
12
Silber JR, Mueller BA, Ewers TG, Berger MS. Comparison of O6-methylguanine-DNA methyltransferase activity in brain tumors and adjacent normal brain. Cancer Res 1993;53:341620.
13
Silber JR, Bobola MS, Ghatan S, Blank A, Kolstoe DD, Berger MS. O6-methylguanine-DNA methyltransferase activity in adult gliomas: relation to patient and tumor characteristics. Cancer Res 1998;58:106873.
14
Belanich M, Pastor M, Randall T, Guerra D, Kibitel J, Alas L, et al. Retrospective study of the correlation between the DNA repair protein alkyltransferase and survival of brain tumor patients treated with carmustine. Cancer Res 1996;56:7838.
15 Jaeckle KA, Eyre HJ, Townsend JJ, Schulman S, Knudson HM, Belanich M, et al. Correlation of tumor O6 methylguanine-DNA methyltransferase levels with survival of malignant astrocytoma patients treated with bis-chloroethylnitrosourea: a Southwest Oncology Group study. J Clin Oncol 1998;16:33105.[Abstract]
16
Silber JR, Blank A, Bobola MS, Ghatan S, Kolstoe DD, Berger MS. O6-methylguanine-DNA methyltransferase-deficient phenotype in human gliomas: frequency and time to tumor progression after alkylating agent-based chemotherapy. Clin Cancer Res 1999;5:80714.
17
Esteller M, Garcia-Foncillas J, Andion E, Goodman SN, Hidalgo OF, Vanaclocha V, et al. Inactivation of the DNA-repair gene MGMT and the clinical response of gliomas to alkylating agents. N Engl J Med 2000;343:13504.
18
Carbone PP, Kaplan HS, Musshoff K, Smithers DW, Tubiana M. Report of the Committee on Hodgkin's Disease Staging Classification. Cancer Res 1971;31:18601.
19
The International Non-Hodgkin's Lymphoma Prognostic Factors Project. A predictive model for aggressive non-Hodgkin's lymphoma. N Engl J Med 1993;329:98794.
20
Herman JG, Graff JR, Myohanen S, Nelkin BD, Baylin SB. Methylation-specific PCR: a novel PCR assay for methylation status of CpG islands. Proc Natl Acad Sci U S A 1996;93:98216.
21
Brent TP, von Wronski M, Pegram CN, Bigner DD. Immunoaffinity purification of human O6-alkylguanine-DNA-alkyltransferase using newly developed monoclonal antibodies. Cancer Res 1990;50:5861.
22
Reese JS, Koc ON, Lee KM, Liu L, Allay JA, Phillips WP Jr, et al. Retroviral transduction of a mutant methylguanine DNA methyltransferase gene into human CD34 cells confers resistance to O6-benzylguanine plus 1,3-bis(2-chloroethyl-1-nitrosourea. Proc Natl Acad Sci U S A 1996;93:1408893.
23
Esteller M, Risques RA, Toyota M, Capella G, Moreno V, Peinado MA, et al. Promoter hypermethylation of the DNA repair gene O(6)-methylguanine-DNA methyltransferase is associated with the presence of G : C to A : T transition mutations in p53 in human colorectal tumorigenesis. Cancer Res 2001;61:468992.
24
Katzenellenbogen RA, Baylin SB, Herman JG. Hypermethylation of the DAP-kinase CpG island is a common alteration in B-cell malignancies. Blood 1999;93:434753.
25 Mattern J, Eichhorn U, Kaina B, Volm M. O6-methylguanine-DNA methyltransferase activity and sensitivity to cyclophosphamide and cisplatin in human lung tumor xenografts. Int J Cancer 1998;77:91922.[CrossRef][Web of Science][Medline]
26 Friedman HS, Pegg AE, Johnson SP, Loktionova NA, Dolan ME, Modrich P, et al. Modulation of cyclophosphamide activity by O6-alkylguanine-DNA alkyltransferase. Cancer Chemother Pharmacol 1999;43:805.[CrossRef][Web of Science][Medline]
27
Cai Y, Wu MH, Ludeman SM, Grdina DJ, Dolan ME. Role of O6-alkylguanine-DNA alkyltransferase in protecting against cyclophosphamide-induced toxicity and mutagenicity. Cancer Res 1999;59:305963.
28 Gamcsik MP, Dolan ME, Andersson BS, Murray D. Mechanisms of resistance to the toxicity of cyclophosphamide. Curr Pharm Des 1999;5:587605.[Web of Science][Medline]
29 Dolan ME, Pegg AE. O6-benzylguanine and its role in chemotherapy. Clin Cancer Res 1997;3:83747.[Abstract]
30
Dolan ME, Moschel RC, Pegg AE. Depletion of mammalian O6-alkylguanine-DNA alkyltransferase activity by O6-benzylguanine provides a means to evaluate the role of this protein in protection against carcinogenic and therapeutic alkylating agents. Proc Natl Acad Sci U S A 1990;87:536872.
31
Cai Y, Wu MH, Xu-Welliver M, Pegg AE, Ludeman SM, Dolan ME. Effect of O6-benzylguanine on alkylating agent-induced toxicity and mutagenicity. In Chinese hamster ovary cells expressing wild-type and mutant O6-alkylguanine-DNA alkyltransferases. Cancer Res 2000;60:54649.
32
Schilsky RL, Dolan ME, Bertucci D, Ewesuedo RB, Vogelzang NJ, Mani S, et al. Phase I clinical and pharmacological study of O6-benzylguanine followed by carmustine in patients with advanced cancer. Clin Cancer Res 2000;6:302531.
Manuscript received March 26, 2001; revised October 15, 2001; accepted November 8, 2001.
![]()
CiteULike
Connotea
Del.icio.us What's this?
This article has been cited by other articles:
![]() |
M. E. Hegi, D. Sciuscio, A. Murat, M. Levivier, and R. Stupp Epigenetic Deregulation of DNA Repair and Its Potential for Therapy Clin. Cancer Res., August 15, 2009; 15(16): 5026 - 5031. [Abstract] [Full Text] [PDF] |
||||
![]() |
S Uccella, R Cerutti, C Placidi, S Marchet, I Carnevali, B Bernasconi, I Proserpio, G Pinotti, M G Tibiletti, D Furlan, et al. MGMT methylation in diffuse large B-cell lymphoma: validation of quantitative methylation-specific PCR and comparison with MGMT protein expression J. Clin. Pathol., August 1, 2009; 62(8): 715 - 723. [Abstract] [Full Text] [PDF] |
||||
![]() |
A. R. Sepulveda, D. Jones, S. Ogino, W. Samowitz, M. L. Gulley, R. Edwards, V. Levenson, V. M. Pratt, B. Yang, K. Nafa, et al. CpG Methylation Analysis--Current Status of Clinical Assays and Potential Applications in Molecular Diagnostics: A Report of the Association for Molecular Pathology J. Mol. Diagn., July 1, 2009; 11(4): 266 - 278. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. Hartmann, F. Spyratos, N. Harbeck, D. Dietrich, A. Fassbender, M. Schmitt, S. Eppenberger-Castori, V. Vuaroqueaux, F. Lerebours, K. Welzel, et al. DNA Methylation Markers Predict Outcome in Node-Positive, Estrogen Receptor-Positive Breast Cancer with Adjuvant Anthracycline-Based Chemotherapy Clin. Cancer Res., January 1, 2009; 15(1): 315 - 323. [Abstract] [Full Text] [PDF] |
||||
![]() |
K. Amara, M. Trimeche, S. Ziadi, A. Laatiri, M. Hachana, and S. Korbi Prognostic significance of aberrant promoter hypermethylation of CpG islands in patients with diffuse large B-cell lymphomas Ann. Onc., October 1, 2008; 19(10): 1774 - 1786. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Nagasubramanian, R. J. Hansen, S. M. Delaney, M. M. Cherian, L. D. Samson, S. C. Kogan, and M. E. Dolan Survival and tumorigenesis in O6-methylguanine DNA methyltransferase-deficient mice following cyclophosphamide exposure Mutagenesis, September 1, 2008; 23(5): 341 - 346. [Abstract] [Full Text] [PDF] |
||||
![]() |
I. Vlassenbroeck, S. Califice, A.-C. Diserens, E. Migliavacca, J. Straub, I. Di Stefano, F. Moreau, M.-F. Hamou, I. Renard, M. Delorenzi, et al. Validation of Real-Time Methylation-Specific PCR to Determine O6-Methylguanine-DNA Methyltransferase Gene Promoter Methylation in Glioma J. Mol. Diagn., July 1, 2008; 10(4): 332 - 337. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. Esteller Epigenetics in Cancer N. Engl. J. Med., March 13, 2008; 358(11): 1148 - 1159. [Full Text] [PDF] |
||||
![]() |
T. M. Horton, P. A. Thompson, S. L. Berg, P. C. Adamson, A. M. Ingle, M. E. Dolan, S. M. Delaney, M. Hedge, H. L. Weiss, M.-F. Wu, et al. Phase I Pharmacokinetic and Pharmacodynamic Study of Temozolomide in Pediatric Patients With Refractory or Recurrent Leukemia: A Children's Oncology Group Study J. Clin. Oncol., November 1, 2007; 25(31): 4922 - 4928. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. Martone, A. Gillio-Tos, L. De Marco, V. Fiano, M. Maule, A. Cavalot, M. Garzaro, F. Merletti, and G. Cortesina Association Between Hypermethylated Tumor and Paired Surgical Margins in Head and Neck Squamous Cell Carcinomas Clin. Cancer Res., September 1, 2007; 13(17): 5089 - 5094. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Martinez, F. Setien, C. Voelter, S. Casado, M. P. Quesada, G. Schackert, and M. Esteller CpG island promoter hypermethylation of the pro-apoptotic gene caspase-8 is a common hallmark of relapsed glioblastoma multiforme Carcinogenesis, June 1, 2007; 28(6): 1264 - 1268. [Abstract] [Full Text] [PDF] |
||||
![]() |
T. K. Wojdacz and A. Dobrovic Methylation-sensitive high resolution melting (MS-HRM): a new approach for sensitive and high-throughput assessment of methylation Nucleic Acids Res., March 19, 2007; 35(6): e41 - e41. [Abstract] [Full Text] [PDF] |
||||
![]() |
D. A. Hill, S. S. Wang, J. R. Cerhan, S. Davis, W. Cozen, R. K. Severson, P. Hartge, S. Wacholder, M. Yeager, S. J. Chanock, et al. Risk of non-Hodgkin lymphoma (NHL) in relation to germline variation in DNA repair and related genes Blood, November 1, 2006; 108(9): 3161 - 3167. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. M. Teodoridis, J. Hall, S. Marsh, H. D. Kannall, C. Smyth, J. Curto, N. Siddiqui, H. Gabra, H. L. McLeod, G. Strathdee, et al. CpG Island Methylation of DNA Damage Response Genes in Advanced Ovarian Cancer Cancer Res., October 1, 2005; 65(19): 8961 - 8967. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. Agrelo, F. Setien, J. Espada, M. J. Artiga, M. Rodriguez, A. Perez-Rosado, A. Sanchez-Aguilera, M. F. Fraga, M. A. Piris, and M. Esteller Inactivation of the Lamin A/C Gene by CpG Island Promoter Hypermethylation in Hematologic Malignancies, and Its Association With Poor Survival in Nodal Diffuse Large B-Cell Lymphoma J. Clin. Oncol., June 10, 2005; 23(17): 3940 - 3947. [Abstract] [Full Text] [PDF] |
||||
![]() |
R. van Doorn, W. H. Zoutman, R. Dijkman, R. X. de Menezes, S. Commandeur, A. A. Mulder, P. A. van der Velden, M. H. Vermeer, R. Willemze, P. S. Yan, et al. Epigenetic Profiling of Cutaneous T-Cell Lymphoma: Promoter Hypermethylation of Multiple Tumor Suppressor Genes Including BCL7a, PTPRG, and p73 J. Clin. Oncol., June 10, 2005; 23(17): 3886 - 3896. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. R.J. Kohonen-Corish, J. J. Daniel, C. Chan, B. P.C. Lin, S. Y. Kwun, O. F. Dent, V. S. Dhillon, R. J.A. Trent, P. H. Chapuis, and E. L. Bokey Low Microsatellite Instability Is Associated With Poor Prognosis in Stage C Colon Cancer J. Clin. Oncol., April 1, 2005; 23(10): 2318 - 2324. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. F. Paz, R. Yaya-Tur, I. Rojas-Marcos, G. Reynes, M. Pollan, L. Aguirre-Cruz, J. L. Garcia-Lopez, J. Piquer, M.-J. Safont, C. Balana, et al. CpG Island Hypermethylation of the DNA Repair Enzyme Methyltransferase Predicts Response to Temozolomide in Primary Gliomas Clin. Cancer Res., August 1, 2004; 10(15): 4933 - 4938. [Abstract] [Full Text] [PDF] |
||||
![]() |
C. Zuo, L. Ai, P. Ratliff, J. Y. Suen, E. Hanna, T. P. Brent, and C.-Y. Fan O6-Methylguanine-DNA Methyltransferase Gene: Epigenetic Silencing and Prognostic Value in Head and Neck Squamous Cell Carcinoma Cancer Epidemiol. Biomarkers Prev., June 1, 2004; 13(6): 967 - 975. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. G. Herman and S. B. Baylin Gene Silencing in Cancer in Association with Promoter Hypermethylation N. Engl. J. Med., November 20, 2003; 349(21): 2042 - 2054. [Full Text] [PDF] |
||||
![]() |
T. Nagasaka, G. B. Sharp, K. Notohara, T. Kambara, H. Sasamoto, H. Isozaki, D. G. MacPhee, J. R. Jass, N. Tanaka, and N. Matsubara Hypermethylation of O6-Methylguanine-DNA Methyltransferase Promoter May Predict Nonrecurrence after Chemotherapy in Colorectal Cancer Cases Clin. Cancer Res., November 1, 2003; 9(14): 5306 - 5312. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. H. Kang, H. J. Lee, K. S. Hwang, S. Lee, J.-H. Kim, and J.-S. Kim Aberrant CpG Island Hypermethylation of Chronic Gastritis, in Relation to Aging, Gender, Intestinal Metaplasia, and Chronic Inflammation Am. J. Pathol., October 1, 2003; 163(4): 1551 - 1556. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Heighway, G.P. Margison, and M.F. Santibanez-Koref The alleles of the DNA repair gene O6-alkylguanine-DNA alkyltransferase are expressed at different levels in normal human lung tissue Carcinogenesis, October 1, 2003; 24(10): 1691 - 1694. [Abstract] [Full Text] [PDF] |
||||
![]() |
L. C. Pulling, K. K. Divine, D. M. Klinge, F. D. Gilliland, T. Kang, A. G. Schwartz, T. J. Bocklage, and S. A. Belinsky Promoter Hypermethylation of the O6-Methylguanine-DNA Methyltransferase Gene: More Common in Lung Adenocarcinomas from Never-Smokers than Smokers and Associated with Tumor Progression Cancer Res., August 15, 2003; 63(16): 4842 - 4848. [Abstract] [Full Text] [PDF] |
||||
![]() |
J.-P. J. Issa Methylation and Prognosis: Of Molecular Clocks and Hypermethylator Phenotypes Clin. Cancer Res., August 1, 2003; 9(8): 2879 - 2881. [Full Text] [PDF] |
||||
![]() |
M. V. Brock, M. Gou, Y. Akiyama, A. Muller, T.-T. Wu, E. Montgomery, M. Deasel, P. Germonpre, L. Rubinson, R. F. Heitmiller, et al. Prognostic Importance of Promoter Hypermethylation of Multiple Genes in Esophageal Adenocarcinoma Clin. Cancer Res., August 1, 2003; 9(8): 2912 - 2919. [Abstract] [Full Text] [PDF] |
||||
![]() |
G. P. Margison, A. C. Povey, B. Kaina, and M. F. Santibanez Koref Variability and regulation of O6-alkylguanine-DNA alkyltransferase Carcinogenesis, April 1, 2003; 24(4): 625 - 635. [Abstract] [Full Text] [PDF] |
||||
![]() |
O. Galm, H. Yoshikawa, M. Esteller, R. Osieka, and J. G. Herman SOCS-1, a negative regulator of cytokine signaling, is frequently silenced by methylation in multiple myeloma Blood, April 1, 2003; 101(7): 2784 - 2788. [Abstract] [Full Text] [PDF] |
||||
![]() |
Y. Kondo, L. Shen, and J.-P. J. Issa Critical Role of Histone Methylation in Tumor Suppressor Gene Silencing in Colorectal Cancer Mol. Cell. Biol., January 1, 2003; 23(1): 206 - 215. [Abstract] [Full Text] |
||||
![]() |
J. Brabender, H. Usadel, R. Metzger, P. M. Schneider, J. Park, D. Salonga, D. D. Tsao-Wei, S. Groshen, R. V. Lord, N. Takebe, et al. Quantitative O6-Methylguanine DNA Methyltransferase Methylation Analysis in Curatively Resected Non-Small Cell Lung Cancer: Associations with Clinical Outcome Clin. Cancer Res., January 1, 2003; 9(1): 223 - 227. [Abstract] [Full Text] [PDF] |
||||
![]() |
J. Beatty, A. Terry, J. MacDonald, E. Gault, S. Cevario, S. J. O'Brien, E. Cameron, and J. C. Neil Feline Immunodeficiency Virus Integration in B-Cell Lymphoma Identifies a Candidate Tumor Suppressor Gene on Human Chromosome 15q15 Cancer Res., December 15, 2002; 62(24): 7175 - 7180. [Abstract] [Full Text] [PDF] |
||||
![]() |
S A Pileri, E Sabattini, P Rosito, P L Zinzani, S Ascani, G Fraternali-Orcioni, B Gamberi, M Piccioli, D Vivenza, B Falini, et al. Primary follicular lymphoma of the testis in childhood: an entity with peculiar clinical and molecular characteristics J. Clin. Pathol., September 1, 2002; 55(9): 684 - 688. [Abstract] [Full Text] [PDF] |
||||
![]() |
M. E. Dolan and R. L. Schilsky Silence Is Golden: Gene Hypermethylation and Survival in Large-Cell Lymphoma J Natl Cancer Inst, January 2, 2002; 94(1): 6 - 7. [Full Text] [PDF] |
||||
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||



















