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Published in: Journal of Neuro-Oncology 2/2017

01-04-2017 | Clinical Study

Mesenchymal subtype of glioblastomas with high DNA-PKcs expression is associated with better response to radiotherapy and temozolomide

Authors: Baptiste Pinel, Mathilde Duchesne, Julie Godet, Serge Milin, Antoine Berger, Michel Wager, Lucie Karayan-Tapon

Published in: Journal of Neuro-Oncology | Issue 2/2017

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Abstract

A better understanding of the relationship between glioblastomas molecular subtypes and radio-chemotherapy is needed for the development of individualized strategies. In this study, we aimed to assess whether non-homologous end-joining (NHEJ) protein expression is associated and could predict responses to treatment of mesenchymal (MES) and proneural (PN) subtypes. Tumors from 122 patients with a glioblastoma treated at the University Hospital of Poitiers between 2002–2013 by an association of radiotherapy and temozolomide were collected. Among these tumors, 80 were suitable for in situ analysis and were included in TissueMicroArray. The expression of DNA-PKcs, Ku70, Ku80 and CD44, Olig2 (respectively surrogate markers of MES and PN subtypes) were evaluated by immunohistochemistry. The median survival of patients with high and low CD44 expression was 11.9 months (95% CI 7.7–14) and 19.1 months (95% CI 15.2–22.4) respectively (p = 0.008). Median survival of patients with high and low DNA-PKcs levels was 20.0 months (95% CI 15.2–25.3) and 12.9 months (95% CI 9.9–19.5) respectively (p = 0.036). High levels of Olig2, Ku70 and Ku80 tended to be associated with better overall survival but no significant differences were found. Overall survival of class I patients (CD44+ and DNA-PKcs+) was longer than class II (CD44+ and DNA-PKcs− or CD44− and DNA-PKcs+) and class III (CD44− and DNA-PKcs−), (p = 0.005 and 0.003 respectively). High levels of CD44 and DNA-PK are associated with a better survival and better response to radiotherapy and temozolomide and could establish prognosis classes by predicting survival and response to therapy for GBMs patients.
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Literature
1.
go back to reference Stupp R, Mason WP, van den Bent MJ, Weller M, Fisher B, Taphoorn MJB et al. (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352(10):987–996CrossRef Stupp R, Mason WP, van den Bent MJ, Weller M, Fisher B, Taphoorn MJB et al. (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352(10):987–996CrossRef
2.
go back to reference Phillips HS, Kharbanda S, Chen R, Forrest WF, Soriano RH, Wu TD et al (2006) Molecular subclasses of high-grade glioma predict prognosis, delineate a pattern of disease progression, and resemble stages in neurogenesis. Cancer Cell 9(3):157–173CrossRef Phillips HS, Kharbanda S, Chen R, Forrest WF, Soriano RH, Wu TD et al (2006) Molecular subclasses of high-grade glioma predict prognosis, delineate a pattern of disease progression, and resemble stages in neurogenesis. Cancer Cell 9(3):157–173CrossRef
3.
go back to reference Verhaak RGW, Hoadley KA, Purdom E, Wang V, Qi Y, Wilkerson MD et al (2010) An integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR and NF1. Cancer Cell 17(1):98CrossRef Verhaak RGW, Hoadley KA, Purdom E, Wang V, Qi Y, Wilkerson MD et al (2010) An integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR and NF1. Cancer Cell 17(1):98CrossRef
4.
go back to reference Bhat KPL, Balasubramaniyan V, Vaillant B, Ezhilarasan R, Hummelink K, Hollingsworth F et al (2013) Mesenchymal differentiation mediated by NF-κB promotes radiation resistance in glioblastoma. Cancer Cell 24(3):331–346CrossRef Bhat KPL, Balasubramaniyan V, Vaillant B, Ezhilarasan R, Hummelink K, Hollingsworth F et al (2013) Mesenchymal differentiation mediated by NF-κB promotes radiation resistance in glioblastoma. Cancer Cell 24(3):331–346CrossRef
5.
go back to reference Pries R, Witrkopf N, Trenkle T, Nitsch SM, Wollenberg B (2008) Potential stem cell marker CD44 is constitutively expressed in permanent cell lines of head and neck cancer. Vivo Athens Greece 22(1):89–92 Pries R, Witrkopf N, Trenkle T, Nitsch SM, Wollenberg B (2008) Potential stem cell marker CD44 is constitutively expressed in permanent cell lines of head and neck cancer. Vivo Athens Greece 22(1):89–92
6.
go back to reference Wang W, Dong L-P, Zhang N, Zhao C-H (2014) Role of cancer stem cell marker CD44 in gastric cancer: a meta-analysis. Int J Clin Exp Med 7(12):5059–5066PubMedPubMedCentral Wang W, Dong L-P, Zhang N, Zhao C-H (2014) Role of cancer stem cell marker CD44 in gastric cancer: a meta-analysis. Int J Clin Exp Med 7(12):5059–5066PubMedPubMedCentral
7.
go back to reference Huh JW, Kim HR, Kim YJ, Lee JH, Park YS, Cho SH et al (2009) Expression of standard CD44 in human colorectal carcinoma: association with prognosis. Pathol Int 59(4):241–246CrossRef Huh JW, Kim HR, Kim YJ, Lee JH, Park YS, Cho SH et al (2009) Expression of standard CD44 in human colorectal carcinoma: association with prognosis. Pathol Int 59(4):241–246CrossRef
8.
go back to reference Sillanpää S, Anttila MA, Voutilainen K, Tammi RH, Tammi MI, Saarikoski SV et al (2003) CD44 expression indicates favorable prognosis in epithelial ovarian cancer. Clin Cancer Res Off J Am Assoc Cancer Res 9(14):5318–5324 Sillanpää S, Anttila MA, Voutilainen K, Tammi RH, Tammi MI, Saarikoski SV et al (2003) CD44 expression indicates favorable prognosis in epithelial ovarian cancer. Clin Cancer Res Off J Am Assoc Cancer Res 9(14):5318–5324
9.
go back to reference Marie Y, Sanson M, Mokhtari K, Leuraud P, Kujas M, Delattre JY et al (2001) OLIG2 as a specific marker of oligodendroglial tumour cells. Lancet 358(9278):298–300CrossRef Marie Y, Sanson M, Mokhtari K, Leuraud P, Kujas M, Delattre JY et al (2001) OLIG2 as a specific marker of oligodendroglial tumour cells. Lancet 358(9278):298–300CrossRef
10.
go back to reference Bao S, Wu Q, McLendon RE, Hao Y, Shi Q, Hjelmeland AB et al (2006) Glioma stem cells promote radioresistance by preferential activation of the DNA damage response. Nature 444(7120):756–760CrossRef Bao S, Wu Q, McLendon RE, Hao Y, Shi Q, Hjelmeland AB et al (2006) Glioma stem cells promote radioresistance by preferential activation of the DNA damage response. Nature 444(7120):756–760CrossRef
11.
go back to reference Bouchaert P, Guerif S, Debiais C, Irani J, Fromont G (2012) DNA-PKcs expression predicts response to radiotherapy in prostate cancer. Int J Radiat Oncol Biol Phys 84(5):1179–1185CrossRef Bouchaert P, Guerif S, Debiais C, Irani J, Fromont G (2012) DNA-PKcs expression predicts response to radiotherapy in prostate cancer. Int J Radiat Oncol Biol Phys 84(5):1179–1185CrossRef
12.
go back to reference Lee S-W, Cho K-J, Park J-H, Kim SY, Nam SY, Lee B-J et al (2005) Expressions of Ku70 and DNA-PKcs as prognostic indicators of local control in nasopharyngeal carcinoma. Int J Radiat Oncol Biol Phys 62(5):1451–1457CrossRef Lee S-W, Cho K-J, Park J-H, Kim SY, Nam SY, Lee B-J et al (2005) Expressions of Ku70 and DNA-PKcs as prognostic indicators of local control in nasopharyngeal carcinoma. Int J Radiat Oncol Biol Phys 62(5):1451–1457CrossRef
13.
go back to reference Kase M, Vardja M, Lipping A, Asser T, Jaal J (2011) Impact of PARP-1 and DNA-PK expression on survival in patients with glioblastoma multiforme. Radiother Oncol J Eur Soc Ther Radiol Oncol 101(1):127–131CrossRef Kase M, Vardja M, Lipping A, Asser T, Jaal J (2011) Impact of PARP-1 and DNA-PK expression on survival in patients with glioblastoma multiforme. Radiother Oncol J Eur Soc Ther Radiol Oncol 101(1):127–131CrossRef
14.
go back to reference Lamborn KR, Chang SM, Prados MD (2004) Prognostic factors for survival of patients with glioblastoma: recursive partitioning analysis. Neuro-Oncol 6(3):227–235CrossRef Lamborn KR, Chang SM, Prados MD (2004) Prognostic factors for survival of patients with glioblastoma: recursive partitioning analysis. Neuro-Oncol 6(3):227–235CrossRef
15.
go back to reference Hegi ME, Diserens A-C, Gorlia T, Hamou M-F, de Tribolet N, Weller M et al (2005) MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med 352(10):997–1003CrossRef Hegi ME, Diserens A-C, Gorlia T, Hamou M-F, de Tribolet N, Weller M et al (2005) MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med 352(10):997–1003CrossRef
16.
go back to reference Yan H, Parsons DW, Jin G, McLendon R, Rasheed BA, Yuan W et al (2009) IDH1 and IDH2 mutations in gliomas. N Engl J Med 360(8):765–773.CrossRef Yan H, Parsons DW, Jin G, McLendon R, Rasheed BA, Yuan W et al (2009) IDH1 and IDH2 mutations in gliomas. N Engl J Med 360(8):765–773.CrossRef
17.
go back to reference Hartmann C, Hentschel B, Wick W, Capper D, Felsberg J, Simon M et al (2010) Patients with IDH1 wild type anaplastic astrocytomas exhibit worse prognosis than IDH1-mutated glioblastomas, and IDH1 mutation status accounts for the unfavorable prognostic effect of higher age: implications for classification of gliomas. Acta Neuropathol 120(6):707–718CrossRef Hartmann C, Hentschel B, Wick W, Capper D, Felsberg J, Simon M et al (2010) Patients with IDH1 wild type anaplastic astrocytomas exhibit worse prognosis than IDH1-mutated glioblastomas, and IDH1 mutation status accounts for the unfavorable prognostic effect of higher age: implications for classification of gliomas. Acta Neuropathol 120(6):707–718CrossRef
18.
go back to reference Wei K-C, Huang C-Y, Chen P-Y, Feng L-Y, Wu T-WE, Chen S-M et al (2010) Evaluation of the prognostic value of CD44 in glioblastoma multiforme. Anticancer Res 30(1):253–259PubMed Wei K-C, Huang C-Y, Chen P-Y, Feng L-Y, Wu T-WE, Chen S-M et al (2010) Evaluation of the prognostic value of CD44 in glioblastoma multiforme. Anticancer Res 30(1):253–259PubMed
19.
go back to reference Sandmann T, Bourgon R, Garcia J, Li C, Cloughesy T, Chinot OL et al (2015) Patients with proneural glioblastoma may derive overall survival benefit from the addition of bevacizumab to first-line radiotherapy and temozolomide: retrospective analysis of the AVAglio trial. J Clin Oncol Off J Am Soc Clin Oncol 33(25):2735–2744CrossRef Sandmann T, Bourgon R, Garcia J, Li C, Cloughesy T, Chinot OL et al (2015) Patients with proneural glioblastoma may derive overall survival benefit from the addition of bevacizumab to first-line radiotherapy and temozolomide: retrospective analysis of the AVAglio trial. J Clin Oncol Off J Am Soc Clin Oncol 33(25):2735–2744CrossRef
20.
go back to reference Balbous A, Cortes U, Guilloteau K, Villalva C, Flamant S, Gaillard A et al (2014) A mesenchymal glioma stem cell profile is related to clinical outcome. Oncogenesis 3(3):e91CrossRef Balbous A, Cortes U, Guilloteau K, Villalva C, Flamant S, Gaillard A et al (2014) A mesenchymal glioma stem cell profile is related to clinical outcome. Oncogenesis 3(3):e91CrossRef
21.
go back to reference Welsh JW, Ellsworth RK, Kumar R, Fjerstad K, Martinez J, Nagel RB et al (2009) Rad51 protein expression and survival in patients with glioblastoma multiforme. Int J Radiat Oncol Biol Phys 74(4):1251–1255CrossRef Welsh JW, Ellsworth RK, Kumar R, Fjerstad K, Martinez J, Nagel RB et al (2009) Rad51 protein expression and survival in patients with glioblastoma multiforme. Int J Radiat Oncol Biol Phys 74(4):1251–1255CrossRef
22.
go back to reference Hine CM, Seluanov A, Gorbunova V (2008) Use of the Rad51 promoter for targeted anti-cancer therapy. Proc Natl Acad Sci USA 105(52):20810–20815CrossRef Hine CM, Seluanov A, Gorbunova V (2008) Use of the Rad51 promoter for targeted anti-cancer therapy. Proc Natl Acad Sci USA 105(52):20810–20815CrossRef
Metadata
Title
Mesenchymal subtype of glioblastomas with high DNA-PKcs expression is associated with better response to radiotherapy and temozolomide
Authors
Baptiste Pinel
Mathilde Duchesne
Julie Godet
Serge Milin
Antoine Berger
Michel Wager
Lucie Karayan-Tapon
Publication date
01-04-2017
Publisher
Springer US
Published in
Journal of Neuro-Oncology / Issue 2/2017
Print ISSN: 0167-594X
Electronic ISSN: 1573-7373
DOI
https://doi.org/10.1007/s11060-016-2367-7

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