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Published in: BMC Cancer 1/2013

Open Access 01-12-2013 | Research article

Clinical variables serve as prognostic factors in a model for survival from glioblastoma multiforme: an observational study of a cohort of consecutive non-selected patients from a single institution

Authors: Signe Regner Michaelsen, Ib Jarle Christensen, Kirsten Grunnet, Marie-Thérése Stockhausen, Helle Broholm, Michael Kosteljanetz, Hans Skovgaard Poulsen

Published in: BMC Cancer | Issue 1/2013

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Abstract

Background

Although implementation of temozolomide (TMZ) as a part of primary therapy for glioblastoma multiforme (GBM) has resulted in improved patient survival, the disease is still incurable. Previous studies have correlated various parameters to survival, although no single parameter has yet been identified. More studies and new approaches to identify the best and worst performing patients are therefore in great demand.

Methods

This study examined 225 consecutive, non-selected GBM patients with performance status (PS) 0–2 receiving postoperative radiotherapy with concomitant and adjuvant TMZ as primary therapy. At relapse, patients with PS 0–2 were mostly treated by reoperation and/or combination with bevacizumab/irinotecan (BEV/IRI), while a few received TMZ therapy if the recurrence-free period was >6 months.

Results

Median overall survival and time to progression were 14.3 and 8.0 months, respectively. Second-line therapy indicated that reoperation and/or BEV/IRI increased patient survival compared with untreated patients and that BEV/IRI was more effective than reoperation alone. Patient age, ECOG PS, and use of corticosteroid therapy were significantly correlated with patient survival and disease progression on univariate analysis, whereas p53, epidermal growth factor receptor, and O6-methylguanine-DNA methyltransferase expression (all detected by immunohistochemistry), tumor size or multifocality, and extent of primary operation were not. A model based on age, ECOG PS, and corticosteroids use was able to predict survival probability for an individual patient.

Conclusion

The survival of RT/TMZ-treated GBM patients can be predicted based on patient age, ECOG PS, and corticosteroid therapy status.
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Literature
1.
go back to reference Ohgaki H, Kleihues P: Epidemiology and etiology of gliomas. Acta Neuropathol. 2005, 109: 93-108. 10.1007/s00401-005-0991-y.CrossRefPubMed Ohgaki H, Kleihues P: Epidemiology and etiology of gliomas. Acta Neuropathol. 2005, 109: 93-108. 10.1007/s00401-005-0991-y.CrossRefPubMed
2.
go back to reference Stupp R, Mason WP, van den Bent MJ, Weller M, Fisher B, Taphoorn MJ, Belanger K, Brandes AA, Marosi C, Bogdahn U, Curschmann J, Janzer RC, Ludwin SK, Gorlia T, Allgeier A, Lacombe D, Cairncross JG, Eisenhauer E, Mirimanoff RO: Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med. 2005, 352: 987-996. 10.1056/NEJMoa043330.CrossRefPubMed Stupp R, Mason WP, van den Bent MJ, Weller M, Fisher B, Taphoorn MJ, Belanger K, Brandes AA, Marosi C, Bogdahn U, Curschmann J, Janzer RC, Ludwin SK, Gorlia T, Allgeier A, Lacombe D, Cairncross JG, Eisenhauer E, Mirimanoff RO: Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med. 2005, 352: 987-996. 10.1056/NEJMoa043330.CrossRefPubMed
3.
go back to reference Ryken TC, Frankel B, Julien T, Olson JJ: Surgical management of newly diagnosed glioblastoma in adults: role of cytoreductive surgery. J Neurooncol. 2008, 89: 271-286. 10.1007/s11060-008-9614-5.CrossRefPubMed Ryken TC, Frankel B, Julien T, Olson JJ: Surgical management of newly diagnosed glioblastoma in adults: role of cytoreductive surgery. J Neurooncol. 2008, 89: 271-286. 10.1007/s11060-008-9614-5.CrossRefPubMed
4.
go back to reference Sanai N, Berger MS: Recent surgical management of gliomas. Adv Exp Med Biol. 2012, 746: 12-25. 10.1007/978-1-4614-3146-6_2.CrossRefPubMed Sanai N, Berger MS: Recent surgical management of gliomas. Adv Exp Med Biol. 2012, 746: 12-25. 10.1007/978-1-4614-3146-6_2.CrossRefPubMed
5.
go back to reference Quick A, Patel D, Hadziahmetovic M, Chakravarti A, Mehta M: Current therapeutic paradigms in glioblastoma. Rev Recent Clin Trials. 2010, 5: 14-27. 10.2174/157488710790820544.CrossRefPubMed Quick A, Patel D, Hadziahmetovic M, Chakravarti A, Mehta M: Current therapeutic paradigms in glioblastoma. Rev Recent Clin Trials. 2010, 5: 14-27. 10.2174/157488710790820544.CrossRefPubMed
6.
go back to reference Fukushima T, Takeshima H, Kataoka H: Anti-glioma therapy with temozolomide and status of the DNA-repair gene MGMT. Anticancer Res. 2009, 29: 4845-4854.PubMed Fukushima T, Takeshima H, Kataoka H: Anti-glioma therapy with temozolomide and status of the DNA-repair gene MGMT. Anticancer Res. 2009, 29: 4845-4854.PubMed
7.
go back to reference Yung WK, Albright RE, Olson J, Fredericks R, Fink K, Prados MD, Brada M, Spence A, Hohl RJ, Shapiro W, Glantz M, Greenberg H, Selker RG, Vick NA, Rampling R, Friedman H, Phillips P, Bruner J, Yue N, Osoba D, Zaknoen S, Levin VA: A phase II study of temozolomide vs. procarbazine in patients with glioblastoma multiforme at first relapse. Br J Cancer. 2000, 83: 588-593. 10.1054/bjoc.2000.1316.CrossRefPubMedPubMedCentral Yung WK, Albright RE, Olson J, Fredericks R, Fink K, Prados MD, Brada M, Spence A, Hohl RJ, Shapiro W, Glantz M, Greenberg H, Selker RG, Vick NA, Rampling R, Friedman H, Phillips P, Bruner J, Yue N, Osoba D, Zaknoen S, Levin VA: A phase II study of temozolomide vs. procarbazine in patients with glioblastoma multiforme at first relapse. Br J Cancer. 2000, 83: 588-593. 10.1054/bjoc.2000.1316.CrossRefPubMedPubMedCentral
8.
go back to reference Wedge SR, Porteous JK, Glaser MG, Marcus K, Newlands ES: In vitro evaluation of temozolomide combined with X-irradiation. Anticancer Drugs. 1997, 8: 92-97. 10.1097/00001813-199701000-00013.CrossRefPubMed Wedge SR, Porteous JK, Glaser MG, Marcus K, Newlands ES: In vitro evaluation of temozolomide combined with X-irradiation. Anticancer Drugs. 1997, 8: 92-97. 10.1097/00001813-199701000-00013.CrossRefPubMed
9.
go back to reference Chakravarti A, Erkkinen MG, Nestler U, Stupp R, Mehta M, Aldape K, Gilbert MR, Black PM, Loeffler JS: Temozolomide-mediated radiation enhancement in glioblastoma: a report on underlying mechanisms. Clin Cancer Res. 2006, 12: 4738-4746. 10.1158/1078-0432.CCR-06-0596.CrossRefPubMed Chakravarti A, Erkkinen MG, Nestler U, Stupp R, Mehta M, Aldape K, Gilbert MR, Black PM, Loeffler JS: Temozolomide-mediated radiation enhancement in glioblastoma: a report on underlying mechanisms. Clin Cancer Res. 2006, 12: 4738-4746. 10.1158/1078-0432.CCR-06-0596.CrossRefPubMed
10.
go back to reference Stupp R, Hegi ME, Mason WP, van den Bent MJ, Taphoorn MJ, Janzer RC, Ludwin SK, Allgeier A, Fisher B, Belanger K, Hau P, Brandes AA, Gijtenbeek J, Marosi C, Vecht CJ, Mokhtari K, Wesseling P, Villa S, Eisenhauer E, Gorlia T, Weller M, Lacombe D, Cairncross JG, Mirimanoff RO: Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial. Lancet Oncol. 2009, 10: 459-466. 10.1016/S1470-2045(09)70025-7.CrossRefPubMed Stupp R, Hegi ME, Mason WP, van den Bent MJ, Taphoorn MJ, Janzer RC, Ludwin SK, Allgeier A, Fisher B, Belanger K, Hau P, Brandes AA, Gijtenbeek J, Marosi C, Vecht CJ, Mokhtari K, Wesseling P, Villa S, Eisenhauer E, Gorlia T, Weller M, Lacombe D, Cairncross JG, Mirimanoff RO: Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial. Lancet Oncol. 2009, 10: 459-466. 10.1016/S1470-2045(09)70025-7.CrossRefPubMed
11.
go back to reference Hegi ME, Diserens AC, Gorlia T, Hamou MF, De TN, Weller M, Kros JM, Hainfellner JA, Mason W, Mariani L, Bromberg JE, Hau P, Mirimanoff RO, Cairncross JG, Janzer RC, Stupp R: MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med. 2005, 352: 997-1003. 10.1056/NEJMoa043331.CrossRefPubMed Hegi ME, Diserens AC, Gorlia T, Hamou MF, De TN, Weller M, Kros JM, Hainfellner JA, Mason W, Mariani L, Bromberg JE, Hau P, Mirimanoff RO, Cairncross JG, Janzer RC, Stupp R: MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med. 2005, 352: 997-1003. 10.1056/NEJMoa043331.CrossRefPubMed
12.
go back to reference Iliadis G, Kotoula V, Chatzisotiriou A, Televantou D, Eleftheraki AG, Lambaki S, Misailidou D, Selviaridis P, Fountzilas G: Volumetric and MGMT parameters in glioblastoma patients: Survival analysis. BMC Cancer. 2012, 12: 3-10.1186/1471-2407-12-3.CrossRefPubMedPubMedCentral Iliadis G, Kotoula V, Chatzisotiriou A, Televantou D, Eleftheraki AG, Lambaki S, Misailidou D, Selviaridis P, Fountzilas G: Volumetric and MGMT parameters in glioblastoma patients: Survival analysis. BMC Cancer. 2012, 12: 3-10.1186/1471-2407-12-3.CrossRefPubMedPubMedCentral
13.
go back to reference Felsberg J, Rapp M, Loeser S, Fimmers R, Stummer W, Goeppert M, Steiger HJ, Friedensdorf B, Reifenberger G, Sabel MC: Prognostic significance of molecular markers and extent of resection in primary glioblastoma patients. Clin Cancer Res. 2009, 15: 6683-6693. 10.1158/1078-0432.CCR-08-2801.CrossRefPubMed Felsberg J, Rapp M, Loeser S, Fimmers R, Stummer W, Goeppert M, Steiger HJ, Friedensdorf B, Reifenberger G, Sabel MC: Prognostic significance of molecular markers and extent of resection in primary glioblastoma patients. Clin Cancer Res. 2009, 15: 6683-6693. 10.1158/1078-0432.CCR-08-2801.CrossRefPubMed
14.
go back to reference Gorlia T, van den Bent MJ, Hegi ME, Mirimanoff RO, Weller M, Cairncross JG, Eisenhauer E, Belanger K, Brandes AA, Allgeier A, Lacombe D, Stupp R: Nomograms for predicting survival of patients with newly diagnosed glioblastoma: prognostic factor analysis of EORTC and NCIC trial 26981-22981/CE.3. Lancet Oncol. 2008, 9: 29-38. 10.1016/S1470-2045(07)70384-4.CrossRefPubMed Gorlia T, van den Bent MJ, Hegi ME, Mirimanoff RO, Weller M, Cairncross JG, Eisenhauer E, Belanger K, Brandes AA, Allgeier A, Lacombe D, Stupp R: Nomograms for predicting survival of patients with newly diagnosed glioblastoma: prognostic factor analysis of EORTC and NCIC trial 26981-22981/CE.3. Lancet Oncol. 2008, 9: 29-38. 10.1016/S1470-2045(07)70384-4.CrossRefPubMed
15.
go back to reference Combs SE, Wagner J, Bischof M, Welzel T, Wagner F, Debus J, Schulz-Ertner D: Postoperative treatment of primary glioblastoma multiforme with radiation and concomitant temozolomide in elderly patients. Int J Radiat Oncol Biol Phys. 2008, 70: 987-992. 10.1016/j.ijrobp.2007.07.2368.CrossRefPubMed Combs SE, Wagner J, Bischof M, Welzel T, Wagner F, Debus J, Schulz-Ertner D: Postoperative treatment of primary glioblastoma multiforme with radiation and concomitant temozolomide in elderly patients. Int J Radiat Oncol Biol Phys. 2008, 70: 987-992. 10.1016/j.ijrobp.2007.07.2368.CrossRefPubMed
16.
go back to reference Jeon HJ, Kong DS, Park KB, Lee JI, Park K, Kim JH, Kim ST, Lim dH, Kim WS, Nam DH: Clinical outcome of concomitant chemoradiotherapy followed by adjuvant temozolomide therapy for glioblastaomas: single-center experience. Clin Neurol Neurosurg. 2009, 111: 679-682. 10.1016/j.clineuro.2009.06.013.CrossRefPubMed Jeon HJ, Kong DS, Park KB, Lee JI, Park K, Kim JH, Kim ST, Lim dH, Kim WS, Nam DH: Clinical outcome of concomitant chemoradiotherapy followed by adjuvant temozolomide therapy for glioblastaomas: single-center experience. Clin Neurol Neurosurg. 2009, 111: 679-682. 10.1016/j.clineuro.2009.06.013.CrossRefPubMed
17.
go back to reference Verbeek B, Southgate TD, Gilham DE, Margison GP: O6-Methylguanine-DNA methyltransferase inactivation and chemotherapy. Br Med Bull. 2008, 85: 17-33. 10.1093/bmb/ldm036.CrossRefPubMed Verbeek B, Southgate TD, Gilham DE, Margison GP: O6-Methylguanine-DNA methyltransferase inactivation and chemotherapy. Br Med Bull. 2008, 85: 17-33. 10.1093/bmb/ldm036.CrossRefPubMed
18.
go back to reference Malkoun N, Chargari C, Forest F, Fotso MJ, Cartier L, Auberdiac P, Thorin J, Pacaut C, Peoc’h M, Nuti C, Schmitt T, Magne N: Prolonged temozolomide for treatment of glioblastoma: preliminary clinical results and prognostic value of p53 overexpression. J Neurooncol. 2012, 106: 127-133. 10.1007/s11060-011-0643-0.CrossRefPubMed Malkoun N, Chargari C, Forest F, Fotso MJ, Cartier L, Auberdiac P, Thorin J, Pacaut C, Peoc’h M, Nuti C, Schmitt T, Magne N: Prolonged temozolomide for treatment of glioblastoma: preliminary clinical results and prognostic value of p53 overexpression. J Neurooncol. 2012, 106: 127-133. 10.1007/s11060-011-0643-0.CrossRefPubMed
19.
go back to reference Hobbs J, Nikiforova MN, Fardo DW, Bortoluzzi S, Cieply K, Hamilton RL, Horbinski C: Paradoxical relationship between the degree of EGFR amplification and outcome in glioblastomas. Am J Surg Pathol. 2012, 36: 1186-1193. 10.1097/PAS.0b013e3182518e12.CrossRefPubMedPubMedCentral Hobbs J, Nikiforova MN, Fardo DW, Bortoluzzi S, Cieply K, Hamilton RL, Horbinski C: Paradoxical relationship between the degree of EGFR amplification and outcome in glioblastomas. Am J Surg Pathol. 2012, 36: 1186-1193. 10.1097/PAS.0b013e3182518e12.CrossRefPubMedPubMedCentral
20.
go back to reference Hochberg FH, Pruitt A: Assumptions in the radiotherapy of glioblastoma. Neurology. 1980, 30: 907-911. 10.1212/WNL.30.9.907.CrossRefPubMed Hochberg FH, Pruitt A: Assumptions in the radiotherapy of glioblastoma. Neurology. 1980, 30: 907-911. 10.1212/WNL.30.9.907.CrossRefPubMed
21.
go back to reference Park JK, Hodges T, Arko L, Shen M, Dello ID, McNabb A, Olsen BN, Kreisl TN, Iwamoto FM, Sul J, Auh S, Park GE, Fine HA, Black PM: Scale to predict survival after surgery for recurrent glioblastoma multiforme. J Clin Oncol. 2010, 28: 3838-3843. 10.1200/JCO.2010.30.0582.CrossRefPubMedPubMedCentral Park JK, Hodges T, Arko L, Shen M, Dello ID, McNabb A, Olsen BN, Kreisl TN, Iwamoto FM, Sul J, Auh S, Park GE, Fine HA, Black PM: Scale to predict survival after surgery for recurrent glioblastoma multiforme. J Clin Oncol. 2010, 28: 3838-3843. 10.1200/JCO.2010.30.0582.CrossRefPubMedPubMedCentral
22.
go back to reference Reardon DA, Turner S, Peters KB, Desjardins A, Gururangan S, Sampson JH, McLendon RE, Herndon JE, Jones LW, Kirkpatrick JP, Friedman AH, Vredenburgh JJ, Bigner DD, Friedman HS: A review of VEGF/VEGFR-targeted therapeutics for recurrent glioblastoma. J Natl Compr Canc Netw. 2011, 9: 414-427.PubMedPubMedCentral Reardon DA, Turner S, Peters KB, Desjardins A, Gururangan S, Sampson JH, McLendon RE, Herndon JE, Jones LW, Kirkpatrick JP, Friedman AH, Vredenburgh JJ, Bigner DD, Friedman HS: A review of VEGF/VEGFR-targeted therapeutics for recurrent glioblastoma. J Natl Compr Canc Netw. 2011, 9: 414-427.PubMedPubMedCentral
23.
go back to reference Brem S, Cotran R, Folkman J: Tumor angiogenesis: a quantitative method for histologic grading. J Natl Cancer Inst. 1972, 48: 347-356.PubMed Brem S, Cotran R, Folkman J: Tumor angiogenesis: a quantitative method for histologic grading. J Natl Cancer Inst. 1972, 48: 347-356.PubMed
24.
go back to reference Salmaggi A, Eoli M, Frigerio S, Silvani A, Gelati M, Corsini E, Broggi G, Boiardi A: Intracavitary VEGF, bFGF, IL-8, IL-12 levels in primary and recurrent malignant glioma. J Neurooncol. 2003, 62: 297-303. 10.1023/A:1023367223575.CrossRefPubMed Salmaggi A, Eoli M, Frigerio S, Silvani A, Gelati M, Corsini E, Broggi G, Boiardi A: Intracavitary VEGF, bFGF, IL-8, IL-12 levels in primary and recurrent malignant glioma. J Neurooncol. 2003, 62: 297-303. 10.1023/A:1023367223575.CrossRefPubMed
26.
go back to reference Curran WJ, Scott CB, Horton J, Nelson JS, Weinstein AS, Fischbach AJ, Chang CH, Rotman M, Asbell SO, Krisch RE: Recursive partitioning analysis of prognostic factors in three Radiation Therapy Oncology Group malignant glioma trials. J Natl Cancer Inst. 1993, 85: 704-710. 10.1093/jnci/85.9.704.CrossRefPubMed Curran WJ, Scott CB, Horton J, Nelson JS, Weinstein AS, Fischbach AJ, Chang CH, Rotman M, Asbell SO, Krisch RE: Recursive partitioning analysis of prognostic factors in three Radiation Therapy Oncology Group malignant glioma trials. J Natl Cancer Inst. 1993, 85: 704-710. 10.1093/jnci/85.9.704.CrossRefPubMed
27.
go back to reference Mirimanoff RO, Gorlia T, Mason W, van den Bent MJ, Kortmann RD, Fisher B, Reni M, Brandes AA, Curschmann J, Villa S, Cairncross G, Allgeier A, Lacombe D, Stupp R: Radiotherapy and temozolomide for newly diagnosed glioblastoma: recursive partitioning analysis of the EORTC 26981/22981-NCIC CE3 phase III randomized trial. J Clin Oncol. 2006, 24: 2563-2569. 10.1200/JCO.2005.04.5963.CrossRefPubMed Mirimanoff RO, Gorlia T, Mason W, van den Bent MJ, Kortmann RD, Fisher B, Reni M, Brandes AA, Curschmann J, Villa S, Cairncross G, Allgeier A, Lacombe D, Stupp R: Radiotherapy and temozolomide for newly diagnosed glioblastoma: recursive partitioning analysis of the EORTC 26981/22981-NCIC CE3 phase III randomized trial. J Clin Oncol. 2006, 24: 2563-2569. 10.1200/JCO.2005.04.5963.CrossRefPubMed
28.
go back to reference Li J, Wang M, Won M, Shaw EG, Coughlin C, Curran WJ, Mehta MP: Validation and simplification of the Radiation Therapy Oncology Group recursive partitioning analysis classification for glioblastoma. Int J Radiat Oncol Biol Phys. 2011, 81: 623-630. 10.1016/j.ijrobp.2010.06.012.CrossRefPubMed Li J, Wang M, Won M, Shaw EG, Coughlin C, Curran WJ, Mehta MP: Validation and simplification of the Radiation Therapy Oncology Group recursive partitioning analysis classification for glioblastoma. Int J Radiat Oncol Biol Phys. 2011, 81: 623-630. 10.1016/j.ijrobp.2010.06.012.CrossRefPubMed
29.
go back to reference Gorlia T, Stupp R, Brandes AA, Rampling RR, Fumoleau P, Dittrich C, Campone MM, Twelves CC, Raymond E, Hegi ME, Lacombe D, van den Bent MJ: New prognostic factors and calculators for outcome prediction in patients with recurrent glioblastoma: a pooled analysis of EORTC Brain Tumour Group phase I and II clinical trials. Eur J Cancer. 2012, 48: 1176-1184. 10.1016/j.ejca.2012.02.004.CrossRefPubMed Gorlia T, Stupp R, Brandes AA, Rampling RR, Fumoleau P, Dittrich C, Campone MM, Twelves CC, Raymond E, Hegi ME, Lacombe D, van den Bent MJ: New prognostic factors and calculators for outcome prediction in patients with recurrent glioblastoma: a pooled analysis of EORTC Brain Tumour Group phase I and II clinical trials. Eur J Cancer. 2012, 48: 1176-1184. 10.1016/j.ejca.2012.02.004.CrossRefPubMed
30.
go back to reference Emami B, Lyman J, Brown A, Coia L, Goitein M, Munzenrider JE, Shank B, Solin LJ, Wesson M: Tolerance of normal tissue to therapeutic irradiation. Int J Radiat Oncol Biol Phys. 1991, 21: 109-122.CrossRefPubMed Emami B, Lyman J, Brown A, Coia L, Goitein M, Munzenrider JE, Shank B, Solin LJ, Wesson M: Tolerance of normal tissue to therapeutic irradiation. Int J Radiat Oncol Biol Phys. 1991, 21: 109-122.CrossRefPubMed
31.
go back to reference Poulsen HS, Grunnet K, Sorensen M, Olsen P, Hasselbalch B, Nelausen K, Kosteljanetz M, Lassen U: Bevacizumab plus irinotecan in the treatment patients with progressive recurrent malignant brain tumours. Acta Oncol. 2009, 48: 52-58. 10.1080/02841860802537924.CrossRefPubMed Poulsen HS, Grunnet K, Sorensen M, Olsen P, Hasselbalch B, Nelausen K, Kosteljanetz M, Lassen U: Bevacizumab plus irinotecan in the treatment patients with progressive recurrent malignant brain tumours. Acta Oncol. 2009, 48: 52-58. 10.1080/02841860802537924.CrossRefPubMed
32.
go back to reference Oken MM, Creech RH, Tormey DC, Horton J, Davis TE, McFadden ET, Carbone PP: Toxicity and response criteria of the Eastern Cooperative Oncology Group. Am J Clin Oncol. 1982, 5: 649-655. 10.1097/00000421-198212000-00014.CrossRefPubMed Oken MM, Creech RH, Tormey DC, Horton J, Davis TE, McFadden ET, Carbone PP: Toxicity and response criteria of the Eastern Cooperative Oncology Group. Am J Clin Oncol. 1982, 5: 649-655. 10.1097/00000421-198212000-00014.CrossRefPubMed
34.
go back to reference Macdonald DR, Cascino TL, Schold SC, Cairncross JG: Response criteria for phase II studies of supratentorial malignant glioma. J Clin Oncol. 1990, 8: 1277-1280.PubMed Macdonald DR, Cascino TL, Schold SC, Cairncross JG: Response criteria for phase II studies of supratentorial malignant glioma. J Clin Oncol. 1990, 8: 1277-1280.PubMed
35.
go back to reference Harrell FE, Lee KL, Mark DB: Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996, 15: 361-387. 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4.CrossRefPubMed Harrell FE, Lee KL, Mark DB: Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996, 15: 361-387. 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4.CrossRefPubMed
36.
go back to reference Pencina MJ, D’Agostino RB: Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med. 2004, 23: 2109-2123. 10.1002/sim.1802.CrossRefPubMed Pencina MJ, D’Agostino RB: Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation. Stat Med. 2004, 23: 2109-2123. 10.1002/sim.1802.CrossRefPubMed
37.
go back to reference Liu L, Forman S, Barton B: SAS Institute Inc. 2009, Cary, NC: SAS Institute Inc., 1-10. Fitting Cox model using PROC PHREG and beyond in SA Paper 236-2009 Proceedings of the SAS®Global Forum 2009 Conference Liu L, Forman S, Barton B: SAS Institute Inc. 2009, Cary, NC: SAS Institute Inc., 1-10. Fitting Cox model using PROC PHREG and beyond in SA Paper 236-2009 Proceedings of the SAS®Global Forum 2009 Conference
38.
go back to reference Barbagallo GM, Jenkinson MD, Brodbelt AR: ‘Recurrent’ glioblastoma multiforme, when should we reoperate?. Br J Neurosurg. 2008, 22: 452-455. 10.1080/02688690802182256.CrossRefPubMed Barbagallo GM, Jenkinson MD, Brodbelt AR: ‘Recurrent’ glioblastoma multiforme, when should we reoperate?. Br J Neurosurg. 2008, 22: 452-455. 10.1080/02688690802182256.CrossRefPubMed
39.
go back to reference Li S, Zhang W, Chen B, Jiang T, Wang Z: Prognostic and predictive value of p53 in low MGMT expressing glioblastoma treated with surgery, radiation and adjuvant temozolomide chemotherapy. Neurol Res. 2010, 32: 690-694. 10.1179/016164109X12478302362536.CrossRefPubMed Li S, Zhang W, Chen B, Jiang T, Wang Z: Prognostic and predictive value of p53 in low MGMT expressing glioblastoma treated with surgery, radiation and adjuvant temozolomide chemotherapy. Neurol Res. 2010, 32: 690-694. 10.1179/016164109X12478302362536.CrossRefPubMed
40.
go back to reference Ang C, Guiot MC, Ramanakumar AV, Roberge D, Kavan P: Clinical significance of molecular biomarkers in glioblastoma. Can J Neurol Sci. 2010, 37: 625-630.CrossRefPubMed Ang C, Guiot MC, Ramanakumar AV, Roberge D, Kavan P: Clinical significance of molecular biomarkers in glioblastoma. Can J Neurol Sci. 2010, 37: 625-630.CrossRefPubMed
41.
go back to reference Chakravarti A, Chakladar A, Delaney MA, Latham DE, Loeffler JS: The epidermal growth factor receptor pathway mediates resistance to sequential administration of radiation and chemotherapy in primary human glioblastoma cells in a RAS-dependent manner. Cancer Res. 2002, 62: 4307-4315.PubMed Chakravarti A, Chakladar A, Delaney MA, Latham DE, Loeffler JS: The epidermal growth factor receptor pathway mediates resistance to sequential administration of radiation and chemotherapy in primary human glioblastoma cells in a RAS-dependent manner. Cancer Res. 2002, 62: 4307-4315.PubMed
42.
go back to reference Nagane M, Narita Y, Mishima K, Levitzki A, Burgess AW, Cavenee WK, Huang HJ: Human glioblastoma xenografts overexpressing a tumor-specific mutant epidermal growth factor receptor sensitized to cisplatin by the AG1478 tyrosine kinase inhibitor. J Neurosurg. 2001, 95: 472-479. 10.3171/jns.2001.95.3.0472.CrossRefPubMed Nagane M, Narita Y, Mishima K, Levitzki A, Burgess AW, Cavenee WK, Huang HJ: Human glioblastoma xenografts overexpressing a tumor-specific mutant epidermal growth factor receptor sensitized to cisplatin by the AG1478 tyrosine kinase inhibitor. J Neurosurg. 2001, 95: 472-479. 10.3171/jns.2001.95.3.0472.CrossRefPubMed
43.
go back to reference Blough MD, Beauchamp DC, Westgate MR, Kelly JJ, Cairncross JG: Effect of aberrant p53 function on temozolomide sensitivity of glioma cell lines and brain tumor initiating cells from glioblastoma. J Neurooncol. 2011, 102: 1-7. 10.1007/s11060-010-0283-9.CrossRefPubMed Blough MD, Beauchamp DC, Westgate MR, Kelly JJ, Cairncross JG: Effect of aberrant p53 function on temozolomide sensitivity of glioma cell lines and brain tumor initiating cells from glioblastoma. J Neurooncol. 2011, 102: 1-7. 10.1007/s11060-010-0283-9.CrossRefPubMed
44.
go back to reference Dinca EB, Lu KV, Sarkaria JN, Pieper RO, Prados MD, Haas-Kogan DA, Vandenberg SR, Berger MS, James CD: p53 Small-molecule inhibitor enhances temozolomide cytotoxic activity against intracranial glioblastoma xenografts. Cancer Res. 2008, 68: 10034-10039. 10.1158/0008-5472.CAN-08-1687.CrossRefPubMedPubMedCentral Dinca EB, Lu KV, Sarkaria JN, Pieper RO, Prados MD, Haas-Kogan DA, Vandenberg SR, Berger MS, James CD: p53 Small-molecule inhibitor enhances temozolomide cytotoxic activity against intracranial glioblastoma xenografts. Cancer Res. 2008, 68: 10034-10039. 10.1158/0008-5472.CAN-08-1687.CrossRefPubMedPubMedCentral
45.
go back to reference Brown PD, Krishnan S, Sarkaria JN, Wu W, Jaeckle KA, Uhm JH, Geoffroy FJ, Arusell R, Kitange G, Jenkins RB, Kugler JW, Morton RF, Rowland KM, Mischel P, Yong WH, Scheithauer BW, Schiff D, Giannini C, Buckner JC: Phase I/II trial of erlotinib and temozolomide with radiation therapy in the treatment of newly diagnosed glioblastoma multiforme: North Central Cancer Treatment Group Study N0177. J Clin Oncol. 2008, 26: 5603-5609. 10.1200/JCO.2008.18.0612.CrossRefPubMedPubMedCentral Brown PD, Krishnan S, Sarkaria JN, Wu W, Jaeckle KA, Uhm JH, Geoffroy FJ, Arusell R, Kitange G, Jenkins RB, Kugler JW, Morton RF, Rowland KM, Mischel P, Yong WH, Scheithauer BW, Schiff D, Giannini C, Buckner JC: Phase I/II trial of erlotinib and temozolomide with radiation therapy in the treatment of newly diagnosed glioblastoma multiforme: North Central Cancer Treatment Group Study N0177. J Clin Oncol. 2008, 26: 5603-5609. 10.1200/JCO.2008.18.0612.CrossRefPubMedPubMedCentral
46.
go back to reference Quillien V, Lavenu A, Karayan-Tapon L, Carpentier C, Labussiere M, Lesimple T, Chinot O, Wager M, Honnorat J, Saikali S, Fina F, Sanson M, Figarella-Branger D: Comparative assessment of 5 methods (methylation-specific polymerase chain reaction, MethyLight, pyrosequencing, methylation-sensitive high-resolution melting, and immunohistochemistry) to analyze O6-methylguanine-DNA-methyltranferase in a series of 100 glioblastoma patients. Cancer. 2012, 118: 4201-4211. 10.1002/cncr.27392.CrossRefPubMed Quillien V, Lavenu A, Karayan-Tapon L, Carpentier C, Labussiere M, Lesimple T, Chinot O, Wager M, Honnorat J, Saikali S, Fina F, Sanson M, Figarella-Branger D: Comparative assessment of 5 methods (methylation-specific polymerase chain reaction, MethyLight, pyrosequencing, methylation-sensitive high-resolution melting, and immunohistochemistry) to analyze O6-methylguanine-DNA-methyltranferase in a series of 100 glioblastoma patients. Cancer. 2012, 118: 4201-4211. 10.1002/cncr.27392.CrossRefPubMed
47.
go back to reference Brell M, Ibanez J, Tortosa A: O6-Methylguanine-DNA methyltransferase protein expression by immunohistochemistry in brain and non-brain systemic tumours: systematic review and meta-analysis of correlation with methylation-specific polymerase chain reaction. BMC Cancer. 2011, 11: 35-10.1186/1471-2407-11-35.CrossRefPubMedPubMedCentral Brell M, Ibanez J, Tortosa A: O6-Methylguanine-DNA methyltransferase protein expression by immunohistochemistry in brain and non-brain systemic tumours: systematic review and meta-analysis of correlation with methylation-specific polymerase chain reaction. BMC Cancer. 2011, 11: 35-10.1186/1471-2407-11-35.CrossRefPubMedPubMedCentral
48.
go back to reference Phillips HS, Kharbanda S, Chen R, Forrest WF, Soriano RH, Wu TD, Misra A, Nigro JM, Colman H, Soroceanu L, Williams PM, Modrusan Z, Feuerstein BG, Aldape K: Molecular subclasses of high-grade glioma predict prognosis, delineate a pattern of disease progression, and resemble stages in neurogenesis. Cancer Cell. 2006, 9: 157-173. 10.1016/j.ccr.2006.02.019.CrossRefPubMed Phillips HS, Kharbanda S, Chen R, Forrest WF, Soriano RH, Wu TD, Misra A, Nigro JM, Colman H, Soroceanu L, Williams PM, Modrusan Z, Feuerstein BG, Aldape K: Molecular subclasses of high-grade glioma predict prognosis, delineate a pattern of disease progression, and resemble stages in neurogenesis. Cancer Cell. 2006, 9: 157-173. 10.1016/j.ccr.2006.02.019.CrossRefPubMed
49.
go back to reference Verhaak RG, Hoadley KA, Purdom E, Wang V, Qi Y, Wilkerson MD, Miller CR, Ding L, Golub T, Mesirov JP, Alexe G, Lawrence M, O’Kelly M, Tamayo P, Weir BA, Gabriel S, Winckler W, Gupta S, Jakkula L, Feiler HS, Hodgson JG, James CD, Sarkaria JN, Brennan C, Kahn A, Spellman PT, Wilson RK, Speed TP, Gray JW, et al: Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1. Cancer Cell. 2010, 17: 98-110. 10.1016/j.ccr.2009.12.020.CrossRefPubMedPubMedCentral Verhaak RG, Hoadley KA, Purdom E, Wang V, Qi Y, Wilkerson MD, Miller CR, Ding L, Golub T, Mesirov JP, Alexe G, Lawrence M, O’Kelly M, Tamayo P, Weir BA, Gabriel S, Winckler W, Gupta S, Jakkula L, Feiler HS, Hodgson JG, James CD, Sarkaria JN, Brennan C, Kahn A, Spellman PT, Wilson RK, Speed TP, Gray JW, et al: Integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR, and NF1. Cancer Cell. 2010, 17: 98-110. 10.1016/j.ccr.2009.12.020.CrossRefPubMedPubMedCentral
50.
go back to reference Colman H, Zhang L, Sulman EP, McDonald JM, Shooshtari NL, Rivera A, Popoff S, Nutt CL, Louis DN, Cairncross JG, Gilbert MR, Phillips HS, Mehta MP, Chakravarti A, Pelloski CE, Bhat K, Feuerstein BG, Jenkins RB, Aldape K: A multigene predictor of outcome in glioblastoma. Neuro Oncol. 2010, 12: 49-57. 10.1093/neuonc/nop007.CrossRefPubMed Colman H, Zhang L, Sulman EP, McDonald JM, Shooshtari NL, Rivera A, Popoff S, Nutt CL, Louis DN, Cairncross JG, Gilbert MR, Phillips HS, Mehta MP, Chakravarti A, Pelloski CE, Bhat K, Feuerstein BG, Jenkins RB, Aldape K: A multigene predictor of outcome in glioblastoma. Neuro Oncol. 2010, 12: 49-57. 10.1093/neuonc/nop007.CrossRefPubMed
51.
go back to reference van den Bent MJ, Gravendeel LA, Gorlia T, Kros JM, Lapre L, Wesseling P, Teepen JL, Idbaih A, Sanson M, Smitt PA, French PJ: A hypermethylated phenotype is a better predictor of survival than MGMT methylation in anaplastic oligodendroglial brain tumors: a report from EORTC study 26951. Clin Cancer Res. 2011, 17: 7148-7155. 10.1158/1078-0432.CCR-11-1274.CrossRefPubMed van den Bent MJ, Gravendeel LA, Gorlia T, Kros JM, Lapre L, Wesseling P, Teepen JL, Idbaih A, Sanson M, Smitt PA, French PJ: A hypermethylated phenotype is a better predictor of survival than MGMT methylation in anaplastic oligodendroglial brain tumors: a report from EORTC study 26951. Clin Cancer Res. 2011, 17: 7148-7155. 10.1158/1078-0432.CCR-11-1274.CrossRefPubMed
52.
go back to reference Brandes AA, Bartolotti M: Neuro-oncology: treatment decisions in elderly patients with glioblastoma. Nat Rev Neurol. 2012, 8: 664-665. 10.1038/nrneurol.2012.220.CrossRefPubMed Brandes AA, Bartolotti M: Neuro-oncology: treatment decisions in elderly patients with glioblastoma. Nat Rev Neurol. 2012, 8: 664-665. 10.1038/nrneurol.2012.220.CrossRefPubMed
53.
go back to reference Keime-Guibert F, Chinot O, Taillandier L, Cartalat-Carel S, Frenay M, Kantor G, Guillamo JS, Jadaud E, Colin P, Bondiau PY, Menei P, Loiseau H, Bernier V, Honnorat J, Barrie M, Mokhtari K, Mazeron JJ, Bissery A, Delattre JY: Radiotherapy for glioblastoma in the elderly. N Engl J Med. 2007, 356: 1527-1535. 10.1056/NEJMoa065901.CrossRefPubMed Keime-Guibert F, Chinot O, Taillandier L, Cartalat-Carel S, Frenay M, Kantor G, Guillamo JS, Jadaud E, Colin P, Bondiau PY, Menei P, Loiseau H, Bernier V, Honnorat J, Barrie M, Mokhtari K, Mazeron JJ, Bissery A, Delattre JY: Radiotherapy for glioblastoma in the elderly. N Engl J Med. 2007, 356: 1527-1535. 10.1056/NEJMoa065901.CrossRefPubMed
54.
go back to reference Malmstrom A, Gronberg BH, Marosi C, Stupp R, Frappaz D, Schultz H, Abacioglu U, Tavelin B, Lhermitte B, Hegi ME, Rosell J, Henriksson R: Temozolomide versus standard 6-week radiotherapy versus hypofractionated radiotherapy in patients older than 60 years with glioblastoma: the Nordic randomised, phase 3 trial. Lancet Oncol. 2012, 13: 916-926. 10.1016/S1470-2045(12)70265-6.CrossRefPubMed Malmstrom A, Gronberg BH, Marosi C, Stupp R, Frappaz D, Schultz H, Abacioglu U, Tavelin B, Lhermitte B, Hegi ME, Rosell J, Henriksson R: Temozolomide versus standard 6-week radiotherapy versus hypofractionated radiotherapy in patients older than 60 years with glioblastoma: the Nordic randomised, phase 3 trial. Lancet Oncol. 2012, 13: 916-926. 10.1016/S1470-2045(12)70265-6.CrossRefPubMed
55.
go back to reference Minniti G, De SV, Muni R, Filippone F, Bozzao A, Valeriani M, Osti MF, De PU, Lanzetta G, Tombolini V, Maurizi ER: Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma in elderly patients. J Neurooncol. 2008, 88: 97-103. 10.1007/s11060-008-9538-0.CrossRefPubMed Minniti G, De SV, Muni R, Filippone F, Bozzao A, Valeriani M, Osti MF, De PU, Lanzetta G, Tombolini V, Maurizi ER: Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma in elderly patients. J Neurooncol. 2008, 88: 97-103. 10.1007/s11060-008-9538-0.CrossRefPubMed
Metadata
Title
Clinical variables serve as prognostic factors in a model for survival from glioblastoma multiforme: an observational study of a cohort of consecutive non-selected patients from a single institution
Authors
Signe Regner Michaelsen
Ib Jarle Christensen
Kirsten Grunnet
Marie-Thérése Stockhausen
Helle Broholm
Michael Kosteljanetz
Hans Skovgaard Poulsen
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2013
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/1471-2407-13-402

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