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Published in: BMC Cancer 1/2014

Open Access 01-12-2014 | Research article

DNA methylation gene-based models indicating independent poor outcome in prostate cancer

Authors: Nataša Vasiljević, Amar S Ahmad, Mangesh A Thorat, Gabrielle Fisher, Daniel M Berney, Henrik Møller, Christopher S Foster, Jack Cuzick, Attila T Lorincz

Published in: BMC Cancer | Issue 1/2014

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Abstract

Background

Prostate cancer has a variable clinical behaviour with frequently unpredictable outcome. DNA methylation plays an important role in determining the biology of cancer but prognostic information is scanty. We assessed the potential of gene-specific DNA methylation changes to predict death from prostate cancer in a cohort of untreated men in the UK.

Methods

This was a population-based study in which cases were identified from six cancer registries in Great Britain. DNA was extracted from formalin-fixed paraffin wax-embedded transurethral prostate resection tissues collected during 1990-96 from men with clinically-localised cancer who chose not to be treated for at least 6 months following diagnosis. The primary end point was death from prostate cancer. Outcomes were determined through medical records and cancer registry records. Pyrosequencing was used to quantify methylation in 13 candidate genes with established or suggested roles in cancer. Univariate and multivariate Cox models were used to identify possible predictors for prostate cancer-related death.

Results

Of 367 men, 99 died from prostate cancer during a median of 9.5 years follow-up (max = 20). Univariately, 12 genes were significantly associated with prostate cancer mortality, hazard ratios ranged between 1.09 and 1.28 per decile increase in methylation. Stepwise Cox regression modelling suggested that the methylation of genes HSPB1, CCND2 and DPYS contributed objective prognostic information to Gleason score and PSA with respect to cancer-related death during follow-up (p = 0.006).

Conclusion

Methylation of 13 genes was analysed in 367 men with localised prostate cancer who were conservatively treated and stratified with respect to death from prostate cancer and those who survived or died of other causes. Of the 13 genes analysed, differential methylation of HSPB1, CCND2 and DPYS provided independent prognostic information. Assessment of gene-methylation may provide independent objective information that can be used to segregate prostate cancers at diagnosis into predicted behavioural groups.
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Literature
1.
go back to reference Cuzick J, Fisher G, Kattan MW, Berney D, Oliver T, Foster CS, Moller H, Reuter V, Fearn P, Eastham J, Scardino P, Transatlantic Prostate Group: Long-term outcome among men with conservatively treated localised prostate cancer. Br J Cancer. 2006, 95 (9): 1186-1194. 10.1038/sj.bjc.6603411.CrossRefPubMedPubMedCentral Cuzick J, Fisher G, Kattan MW, Berney D, Oliver T, Foster CS, Moller H, Reuter V, Fearn P, Eastham J, Scardino P, Transatlantic Prostate Group: Long-term outcome among men with conservatively treated localised prostate cancer. Br J Cancer. 2006, 95 (9): 1186-1194. 10.1038/sj.bjc.6603411.CrossRefPubMedPubMedCentral
2.
go back to reference Egevad L, Ahmad AS, Algaba F, Berney DM, Boccon-Gibod L, Comperat E, Evans AJ, Griffiths D, Grobholz R, Kristiansen G, Langner C, Lopez-Beltran A, Montironi R, Moss S, Oliveira P, Vainer B, Varma M, Camparo P: Standardization of Gleason grading among 337 European pathologists. Histopathology. 2013, 62 (2): 247-256. 10.1111/his.12008.CrossRefPubMed Egevad L, Ahmad AS, Algaba F, Berney DM, Boccon-Gibod L, Comperat E, Evans AJ, Griffiths D, Grobholz R, Kristiansen G, Langner C, Lopez-Beltran A, Montironi R, Moss S, Oliveira P, Vainer B, Varma M, Camparo P: Standardization of Gleason grading among 337 European pathologists. Histopathology. 2013, 62 (2): 247-256. 10.1111/his.12008.CrossRefPubMed
3.
go back to reference Stamey TA, Yang N, Hay AR, McNeal JE, Freiha FS, Redwine E: Prostate-specific antigen as a serum marker for adenocarcinoma of the prostate. N Engl J Med. 1987, 317 (15): 909-916. 10.1056/NEJM198710083171501.CrossRefPubMed Stamey TA, Yang N, Hay AR, McNeal JE, Freiha FS, Redwine E: Prostate-specific antigen as a serum marker for adenocarcinoma of the prostate. N Engl J Med. 1987, 317 (15): 909-916. 10.1056/NEJM198710083171501.CrossRefPubMed
4.
go back to reference Schroder FH, Hugosson J, Roobol MJ, Tammela TL, Ciatto S, Nelen V, Kwiatkowski M, Lujan M, Lilja H, Zappa M, Denis LJ, Recker F, Berenguer A, Maattanen L, Bangma CH, Aus G, Villers A, Rebillard X, van der Kwast T, Blijenberg BG, Moss SM, de Koning HJ, Auvinen A, Investigators E: Screening and prostate-cancer mortality in a randomized European study. N Engl J Med. 2009, 360 (13): 1320-1328. 10.1056/NEJMoa0810084.CrossRefPubMed Schroder FH, Hugosson J, Roobol MJ, Tammela TL, Ciatto S, Nelen V, Kwiatkowski M, Lujan M, Lilja H, Zappa M, Denis LJ, Recker F, Berenguer A, Maattanen L, Bangma CH, Aus G, Villers A, Rebillard X, van der Kwast T, Blijenberg BG, Moss SM, de Koning HJ, Auvinen A, Investigators E: Screening and prostate-cancer mortality in a randomized European study. N Engl J Med. 2009, 360 (13): 1320-1328. 10.1056/NEJMoa0810084.CrossRefPubMed
5.
go back to reference Moore AL, Dimitropoulou P, Lane A, Powell PH, Greenberg DC, Brown CH, Donovan JL, Hamdy FC, Martin RM, Neal DE: Population-based prostate-specific antigen testing in the UK leads to a stage migration of prostate cancer. BJU Int. 2009, 104 (11): 1592-1598. 10.1111/j.1464-410X.2009.08652.x.CrossRefPubMed Moore AL, Dimitropoulou P, Lane A, Powell PH, Greenberg DC, Brown CH, Donovan JL, Hamdy FC, Martin RM, Neal DE: Population-based prostate-specific antigen testing in the UK leads to a stage migration of prostate cancer. BJU Int. 2009, 104 (11): 1592-1598. 10.1111/j.1464-410X.2009.08652.x.CrossRefPubMed
6.
go back to reference Foster CS, Cooper CS: Urgent need to develop independent biomarkers for functional, diagnostic and prognostic application in oncology research. Biomark Med. 2009, 3 (4): 329-333. 10.2217/bmm.09.25.CrossRefPubMed Foster CS, Cooper CS: Urgent need to develop independent biomarkers for functional, diagnostic and prognostic application in oncology research. Biomark Med. 2009, 3 (4): 329-333. 10.2217/bmm.09.25.CrossRefPubMed
7.
go back to reference Cedar H, Bergman Y: Linking DNA methylation and histone modification: patterns and paradigms. Nat Rev Genet. 2009, 10 (5): 295-304. 10.1038/nrg2540.CrossRefPubMed Cedar H, Bergman Y: Linking DNA methylation and histone modification: patterns and paradigms. Nat Rev Genet. 2009, 10 (5): 295-304. 10.1038/nrg2540.CrossRefPubMed
8.
go back to reference Herman JG, Baylin SB: Gene silencing in cancer in association with promoter hypermethylation. N Engl J Med. 2003, 349 (21): 2042-2054. 10.1056/NEJMra023075.CrossRefPubMed Herman JG, Baylin SB: Gene silencing in cancer in association with promoter hypermethylation. N Engl J Med. 2003, 349 (21): 2042-2054. 10.1056/NEJMra023075.CrossRefPubMed
9.
go back to reference Yang M, Park JY: DNA methylation in promoter region as biomarkers in prostate cancer. Methods Mol Biol. 2012, 863: 67-109. 10.1007/978-1-61779-612-8_5.CrossRefPubMedPubMedCentral Yang M, Park JY: DNA methylation in promoter region as biomarkers in prostate cancer. Methods Mol Biol. 2012, 863: 67-109. 10.1007/978-1-61779-612-8_5.CrossRefPubMedPubMedCentral
10.
go back to reference Rodriguez-Paredes M, Esteller M: Cancer epigenetics reaches mainstream oncology. Nat Med. 2011, 17 (3): 330-339.CrossRefPubMed Rodriguez-Paredes M, Esteller M: Cancer epigenetics reaches mainstream oncology. Nat Med. 2011, 17 (3): 330-339.CrossRefPubMed
11.
go back to reference Berdasco M, Esteller M: Aberrant epigenetic landscape in cancer: how cellular identity goes awry. Dev Cell. 2010, 19 (5): 698-711. 10.1016/j.devcel.2010.10.005.CrossRefPubMed Berdasco M, Esteller M: Aberrant epigenetic landscape in cancer: how cellular identity goes awry. Dev Cell. 2010, 19 (5): 698-711. 10.1016/j.devcel.2010.10.005.CrossRefPubMed
12.
go back to reference Heidenreich A, Aus G, Bolla M, Joniau S, Matveev VB, Schmid HP, Zattoni F: EAU guidelines on prostate cancer. Eur Urol. 2008, 53 (1): 68-80. 10.1016/j.eururo.2007.09.002.CrossRefPubMed Heidenreich A, Aus G, Bolla M, Joniau S, Matveev VB, Schmid HP, Zattoni F: EAU guidelines on prostate cancer. Eur Urol. 2008, 53 (1): 68-80. 10.1016/j.eururo.2007.09.002.CrossRefPubMed
13.
go back to reference Jeronimo C, Henrique R: Epigenetic biomarkers in urological tumors: a systematic review. Cancer Lett. 2014, 342 (2): 264-274. 10.1016/j.canlet.2011.12.026.CrossRefPubMed Jeronimo C, Henrique R: Epigenetic biomarkers in urological tumors: a systematic review. Cancer Lett. 2014, 342 (2): 264-274. 10.1016/j.canlet.2011.12.026.CrossRefPubMed
14.
go back to reference Nelson WG, Yegnasubramanian S, Agoston AT, Bastian PJ, Lee BH, Nakayama M, De Marzo AM: Abnormal DNA methylation, epigenetics, and prostate cancer. Front Biosci. 2007, 12: 4254-4266. 10.2741/2385.CrossRefPubMed Nelson WG, Yegnasubramanian S, Agoston AT, Bastian PJ, Lee BH, Nakayama M, De Marzo AM: Abnormal DNA methylation, epigenetics, and prostate cancer. Front Biosci. 2007, 12: 4254-4266. 10.2741/2385.CrossRefPubMed
15.
go back to reference Vanaja DK, Ehrich M, Van den Boom D, Cheville JC, Karnes RJ, Tindall DJ, Cantor CR, Young CY: Hypermethylation of genes for diagnosis and risk stratification of prostate cancer. Cancer Invest. 2009, 27 (5): 549-560. 10.1080/07357900802620794.CrossRefPubMedPubMedCentral Vanaja DK, Ehrich M, Van den Boom D, Cheville JC, Karnes RJ, Tindall DJ, Cantor CR, Young CY: Hypermethylation of genes for diagnosis and risk stratification of prostate cancer. Cancer Invest. 2009, 27 (5): 549-560. 10.1080/07357900802620794.CrossRefPubMedPubMedCentral
16.
go back to reference Banez LL, Sun L, van Leenders GJ, Wheeler TM, Bangma CH, Freedland SJ, Ittmann MM, Lark AL, Madden JF, Hartman A, Weiss G, Castanos-Velez E: Multicenter clinical validation of PITX2 methylation as a prostate specific antigen recurrence predictor in patients with post-radical prostatectomy prostate cancer. J Urol. 2010, 184 (1): 149-156. 10.1016/j.juro.2010.03.012.CrossRefPubMed Banez LL, Sun L, van Leenders GJ, Wheeler TM, Bangma CH, Freedland SJ, Ittmann MM, Lark AL, Madden JF, Hartman A, Weiss G, Castanos-Velez E: Multicenter clinical validation of PITX2 methylation as a prostate specific antigen recurrence predictor in patients with post-radical prostatectomy prostate cancer. J Urol. 2010, 184 (1): 149-156. 10.1016/j.juro.2010.03.012.CrossRefPubMed
17.
go back to reference Liu L, Kron KJ, Pethe VV, Demetrashvili N, Nesbitt ME, Trachtenberg J, Ozcelik H, Fleshner NE, Briollais L, van der Kwast TH, Bapat B: Association of tissue promoter methylation levels of APC, TGFbeta2, HOXD3 and RASSF1A with prostate cancer progression. Int J Cancer. 2011, 129 (10): 2454-2462. 10.1002/ijc.25908.CrossRefPubMed Liu L, Kron KJ, Pethe VV, Demetrashvili N, Nesbitt ME, Trachtenberg J, Ozcelik H, Fleshner NE, Briollais L, van der Kwast TH, Bapat B: Association of tissue promoter methylation levels of APC, TGFbeta2, HOXD3 and RASSF1A with prostate cancer progression. Int J Cancer. 2011, 129 (10): 2454-2462. 10.1002/ijc.25908.CrossRefPubMed
18.
go back to reference Buffart TE, Overmeer RM, Steenbergen RD, Tijssen M, van Grieken NC, Snijders PJ, Grabsch HI, van de Velde CJ, Carvalho B, Meijer GA: MAL promoter hypermethylation as a novel prognostic marker in gastric cancer. Br J Cancer. 2008, 99 (11): 1802-1807. 10.1038/sj.bjc.6604777.CrossRefPubMedPubMedCentral Buffart TE, Overmeer RM, Steenbergen RD, Tijssen M, van Grieken NC, Snijders PJ, Grabsch HI, van de Velde CJ, Carvalho B, Meijer GA: MAL promoter hypermethylation as a novel prognostic marker in gastric cancer. Br J Cancer. 2008, 99 (11): 1802-1807. 10.1038/sj.bjc.6604777.CrossRefPubMedPubMedCentral
19.
go back to reference Vasiljevic N, Ahmad AS, Beesley C, Thorat MA, Fisher G, Berney DM, Moller H, Yu Y, Lu YJ, Cuzick J, Foster CS, Lorincz AT: Association between DNA methylation of HSPB1 and death in low Gleason score prostate cancer. Prostate Cancer Prostatic Dis. 2012, 16 (1): 35-40.CrossRefPubMedPubMedCentral Vasiljevic N, Ahmad AS, Beesley C, Thorat MA, Fisher G, Berney DM, Moller H, Yu Y, Lu YJ, Cuzick J, Foster CS, Lorincz AT: Association between DNA methylation of HSPB1 and death in low Gleason score prostate cancer. Prostate Cancer Prostatic Dis. 2012, 16 (1): 35-40.CrossRefPubMedPubMedCentral
20.
go back to reference Vasiljevic N, Wu K, Brentnall AR, Kim DC, Thorat M, Kudahetti SC, Mao X, Xue L, Yu Y, Shaw GL, Beltran L, Lu YJ, Berney DM, Cuzick J, Lorincz AT: Absolute quantitation of DNA methylation of 28 candidate genes in prostate cancer using pyrosequencing. Dis Markers. 2011, 30 (4): 151-161. 10.1155/2011/157829.CrossRefPubMed Vasiljevic N, Wu K, Brentnall AR, Kim DC, Thorat M, Kudahetti SC, Mao X, Xue L, Yu Y, Shaw GL, Beltran L, Lu YJ, Berney DM, Cuzick J, Lorincz AT: Absolute quantitation of DNA methylation of 28 candidate genes in prostate cancer using pyrosequencing. Dis Markers. 2011, 30 (4): 151-161. 10.1155/2011/157829.CrossRefPubMed
21.
go back to reference Richiardi L, Fiano V, Vizzini L, De Marco L, Delsedime L, Akre O, Tos AG, Merletti F: Promoter methylation in APC, RUNX3, and GSTP1 and mortality in prostate cancer patients. J Clin Oncol. 2009, 27 (19): 3161-3168. 10.1200/JCO.2008.18.2485.CrossRefPubMed Richiardi L, Fiano V, Vizzini L, De Marco L, Delsedime L, Akre O, Tos AG, Merletti F: Promoter methylation in APC, RUNX3, and GSTP1 and mortality in prostate cancer patients. J Clin Oncol. 2009, 27 (19): 3161-3168. 10.1200/JCO.2008.18.2485.CrossRefPubMed
22.
go back to reference Rosenbaum E, Hoque MO, Cohen Y, Zahurak M, Eisenberger MA, Epstein JI, Partin AW, Sidransky D: Promoter hypermethylation as an independent prognostic factor for relapse in patients with prostate cancer following radical prostatectomy. Clin Cancer Res. 2005, 11 (23): 8321-8325. 10.1158/1078-0432.CCR-05-1183.CrossRefPubMed Rosenbaum E, Hoque MO, Cohen Y, Zahurak M, Eisenberger MA, Epstein JI, Partin AW, Sidransky D: Promoter hypermethylation as an independent prognostic factor for relapse in patients with prostate cancer following radical prostatectomy. Clin Cancer Res. 2005, 11 (23): 8321-8325. 10.1158/1078-0432.CCR-05-1183.CrossRefPubMed
23.
go back to reference Kloth M, Goering W, Ribarska T, Arsov C, Sorensen KD, Schulz WA: The SNP rs6441224 influences transcriptional activity and prognostically relevant hypermethylation of RARRES1 in prostate cancer. Int J Cancer. 2012, 131 (6): E897-E904. 10.1002/ijc.27628.CrossRefPubMed Kloth M, Goering W, Ribarska T, Arsov C, Sorensen KD, Schulz WA: The SNP rs6441224 influences transcriptional activity and prognostically relevant hypermethylation of RARRES1 in prostate cancer. Int J Cancer. 2012, 131 (6): E897-E904. 10.1002/ijc.27628.CrossRefPubMed
24.
go back to reference Glinsky GV, Glinskii AB, Stephenson AJ, Hoffman RM, Gerald WL: Gene expression profiling predicts clinical outcome of prostate cancer. J Clin Invest. 2004, 113 (6): 913-923. 10.1172/JCI20032.CrossRefPubMedPubMedCentral Glinsky GV, Glinskii AB, Stephenson AJ, Hoffman RM, Gerald WL: Gene expression profiling predicts clinical outcome of prostate cancer. J Clin Invest. 2004, 113 (6): 913-923. 10.1172/JCI20032.CrossRefPubMedPubMedCentral
25.
go back to reference Parkin DM, Whelan SL, Ferlay J, Raymomd L, Young J: Cancer Incidence in five continents. IARC Scientific Publication no 155. 2002 Parkin DM, Whelan SL, Ferlay J, Raymomd L, Young J: Cancer Incidence in five continents. IARC Scientific Publication no 155. 2002
26.
go back to reference Mao X, Yu Y, Boyd LK, Ren G, Lin D, Chaplin T, Kudahetti SC, Stankiewicz E, Xue L, Beltran L, Gupta M, Oliver RT, Lemoine NR, Berney DM, Young BD, Lu YJ: Distinct genomic alterations in prostate cancers in Chinese and western populations suggest alternative pathways of prostate carcinogenesis. Cancer Res. 2010, 70 (13): 5207-5212. 10.1158/0008-5472.CAN-09-4074.CrossRefPubMedPubMedCentral Mao X, Yu Y, Boyd LK, Ren G, Lin D, Chaplin T, Kudahetti SC, Stankiewicz E, Xue L, Beltran L, Gupta M, Oliver RT, Lemoine NR, Berney DM, Young BD, Lu YJ: Distinct genomic alterations in prostate cancers in Chinese and western populations suggest alternative pathways of prostate carcinogenesis. Cancer Res. 2010, 70 (13): 5207-5212. 10.1158/0008-5472.CAN-09-4074.CrossRefPubMedPubMedCentral
27.
go back to reference McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM: REporting recommendations for tumor MARKer prognostic studies (REMARK). Breast Cancer Res Treat. 2006, 100 (2): 229-235. 10.1007/s10549-006-9242-8.CrossRefPubMed McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM: REporting recommendations for tumor MARKer prognostic studies (REMARK). Breast Cancer Res Treat. 2006, 100 (2): 229-235. 10.1007/s10549-006-9242-8.CrossRefPubMed
28.
go back to reference Benjamini Y, Hochberg Y: Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser. 1995, 57 (1): 289-300. Benjamini Y, Hochberg Y: Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Ser. 1995, 57 (1): 289-300.
29.
go back to reference Erfon B, Tibshirani R: An Introduction to the Bootstrap. 1993, New York: Chapman and Hall Erfon B, Tibshirani R: An Introduction to the Bootstrap. 1993, New York: Chapman and Hall
30.
go back to reference Cornford PA, Dodson AR, Parsons KF, Desmond AD, Woolfenden A, Fordham M, Neoptolemos JP, Ke Y, Foster CS: Heat shock protein expression independently predicts clinical outcome in prostate cancer. Cancer Res. 2000, 60 (24): 7099-7105.PubMed Cornford PA, Dodson AR, Parsons KF, Desmond AD, Woolfenden A, Fordham M, Neoptolemos JP, Ke Y, Foster CS: Heat shock protein expression independently predicts clinical outcome in prostate cancer. Cancer Res. 2000, 60 (24): 7099-7105.PubMed
31.
go back to reference Foster CS, Dodson AR, Ambroisine L, Fisher G, Moller H, Clark J, Attard G, De-Bono J, Scardino P, Reuter VE, Cooper CS, Berney DM, Cuzick J: Hsp-27 expression at diagnosis predicts poor clinical outcome in prostate cancer independent of ETS-gene rearrangement. Br J Cancer. 2009, 101 (7): 1137-1144. 10.1038/sj.bjc.6605227.CrossRefPubMedPubMedCentral Foster CS, Dodson AR, Ambroisine L, Fisher G, Moller H, Clark J, Attard G, De-Bono J, Scardino P, Reuter VE, Cooper CS, Berney DM, Cuzick J: Hsp-27 expression at diagnosis predicts poor clinical outcome in prostate cancer independent of ETS-gene rearrangement. Br J Cancer. 2009, 101 (7): 1137-1144. 10.1038/sj.bjc.6605227.CrossRefPubMedPubMedCentral
32.
go back to reference Henrique R, Ribeiro FR, Fonseca D, Hoque MO, Carvalho AL, Costa VL, Pinto M, Oliveira J, Teixeira MR, Sidransky D, Jeronimo C: High promoter methylation levels of APC predict poor prognosis in sextant biopsies from prostate cancer patients. Clin Cancer Res. 2007, 13 (20): 6122-6129. 10.1158/1078-0432.CCR-07-1042.CrossRefPubMed Henrique R, Ribeiro FR, Fonseca D, Hoque MO, Carvalho AL, Costa VL, Pinto M, Oliveira J, Teixeira MR, Sidransky D, Jeronimo C: High promoter methylation levels of APC predict poor prognosis in sextant biopsies from prostate cancer patients. Clin Cancer Res. 2007, 13 (20): 6122-6129. 10.1158/1078-0432.CCR-07-1042.CrossRefPubMed
33.
go back to reference Chung W, Kwabi-Addo B, Ittmann M, Jelinek J, Shen L, Yu Y, Issa JP: Identification of novel tumor markers in prostate, colon and breast cancer by unbiased methylation profiling. PLoS One. 2008, 3 (4): e2079-10.1371/journal.pone.0002079.CrossRefPubMedPubMedCentral Chung W, Kwabi-Addo B, Ittmann M, Jelinek J, Shen L, Yu Y, Issa JP: Identification of novel tumor markers in prostate, colon and breast cancer by unbiased methylation profiling. PLoS One. 2008, 3 (4): e2079-10.1371/journal.pone.0002079.CrossRefPubMedPubMedCentral
34.
go back to reference Hessels D, Verhaegh GW, Schalken JA, Witjes JA: Applicability of biomarkers in the early diagnosis of prostate cancer. Expert Rev Mol Diagn. 2004, 4 (4): 513-526. 10.1586/14737159.4.4.513.CrossRefPubMed Hessels D, Verhaegh GW, Schalken JA, Witjes JA: Applicability of biomarkers in the early diagnosis of prostate cancer. Expert Rev Mol Diagn. 2004, 4 (4): 513-526. 10.1586/14737159.4.4.513.CrossRefPubMed
35.
go back to reference Mehra R, Tomlins SA, Yu J, Cao X, Wang L, Menon A, Rubin MA, Pienta KJ, Shah RB, Chinnaiyan AM: Characterization of TMPRSS2-ETS gene aberrations in androgen-independent metastatic prostate cancer. Cancer Res. 2008, 68 (10): 3584-3590. 10.1158/0008-5472.CAN-07-6154.CrossRefPubMedPubMedCentral Mehra R, Tomlins SA, Yu J, Cao X, Wang L, Menon A, Rubin MA, Pienta KJ, Shah RB, Chinnaiyan AM: Characterization of TMPRSS2-ETS gene aberrations in androgen-independent metastatic prostate cancer. Cancer Res. 2008, 68 (10): 3584-3590. 10.1158/0008-5472.CAN-07-6154.CrossRefPubMedPubMedCentral
36.
go back to reference Berney DM, Gopalan A, Kudahetti S, Fisher G, Ambroisine L, Foster CS, Reuter V, Eastham J, Moller H, Kattan MW, Gerald W, Cooper C, Scardino P, Cuzick J: Ki-67 and outcome in clinically localised prostate cancer: analysis of conservatively treated prostate cancer patients from the Trans-Atlantic Prostate Group study. Br J Cancer. 2009, 100 (6): 888-893. 10.1038/sj.bjc.6604951.CrossRefPubMedPubMedCentral Berney DM, Gopalan A, Kudahetti S, Fisher G, Ambroisine L, Foster CS, Reuter V, Eastham J, Moller H, Kattan MW, Gerald W, Cooper C, Scardino P, Cuzick J: Ki-67 and outcome in clinically localised prostate cancer: analysis of conservatively treated prostate cancer patients from the Trans-Atlantic Prostate Group study. Br J Cancer. 2009, 100 (6): 888-893. 10.1038/sj.bjc.6604951.CrossRefPubMedPubMedCentral
37.
go back to reference Cuzick J, Swanson GP, Fisher G, Brothman AR, Berney DM, Reid JE, Mesher D, Speights VO, Stankiewicz E, Foster CS, Moller H, Scardino P, Warren JD, Park J, Younus A, Flake DD, Wagner S, Gutin A, Lanchbury JS, Stone S, Transatlantic Prostate G: Prognostic value of an RNA expression signature derived from cell cycle proliferation genes in patients with prostate cancer: a retrospective study. Lancet Oncol. 2011, 12 (3): 245-255. 10.1016/S1470-2045(10)70295-3.CrossRefPubMedPubMedCentral Cuzick J, Swanson GP, Fisher G, Brothman AR, Berney DM, Reid JE, Mesher D, Speights VO, Stankiewicz E, Foster CS, Moller H, Scardino P, Warren JD, Park J, Younus A, Flake DD, Wagner S, Gutin A, Lanchbury JS, Stone S, Transatlantic Prostate G: Prognostic value of an RNA expression signature derived from cell cycle proliferation genes in patients with prostate cancer: a retrospective study. Lancet Oncol. 2011, 12 (3): 245-255. 10.1016/S1470-2045(10)70295-3.CrossRefPubMedPubMedCentral
Metadata
Title
DNA methylation gene-based models indicating independent poor outcome in prostate cancer
Authors
Nataša Vasiljević
Amar S Ahmad
Mangesh A Thorat
Gabrielle Fisher
Daniel M Berney
Henrik Møller
Christopher S Foster
Jack Cuzick
Attila T Lorincz
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2014
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/1471-2407-14-655

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