Improved risk stratification in younger IDH wild-type glioblastoma patients by combining a 4-miRNA signature with MGMT promoter methylation status

被引:5
作者
Unger, Kristian [1 ,2 ,3 ]
Fleischmann, Daniel F. [3 ,4 ,5 ]
Ruf, Viktoria [6 ]
Felsberg, Joerg [7 ,8 ]
Piehlmaier, Daniel [1 ]
Samaga, Daniel [1 ]
Hess, Julia [1 ,2 ]
Suresh, Marian Preetham [9 ]
Mittelbronn, Michel [10 ,11 ,12 ,13 ]
Lauber, Kirsten [2 ,3 ,4 ]
Budach, Wilfried [14 ]
Sabel, Michael [9 ]
Roedel, Claus [15 ]
Reifenberger, Guido [7 ,8 ]
Herms, Jochen [6 ]
Tonn, Joerg-Christian [16 ]
Zitzelsberger, Horst [1 ,2 ,3 ]
Belka, Claus [2 ,3 ,4 ]
Niyazi, Maximilian [3 ,4 ]
机构
[1] German Res Ctr Environm Hlth GmbH, Res Unit Radiat Cytogenet, Helmholtz Zentrum Munchen, Neuherberg, Germany
[2] German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Munchen, Clin Cooperat Grp Personalized Radiotherapy Head, Neuherberg, Germany
[3] Ludwig Maximilians Univ Munchen, Dept Radiat Oncol, Univ Hosp, Munich, Germany
[4] German Canc Consortium DKTK, Partner Site Munich, Munich, Germany
[5] German Canc Res Ctr, Heidelberg, Germany
[6] Ludwig Maximilians Univ Munchen, Ctr Neuropathol & Prion Res, Munich, Germany
[7] Heinrich Heine Univ, Univ Hosp Dusseldorf UKD, Inst Neuropathol, Dusseldorf, Germany
[8] German Canc Res Ctr, German Canc Consortium DKTK, Partner Site Essen Dusseldorf, Heidelberg, Germany
[9] Heinrich Heine Univ, Univ Hosp Dusseldorf UKD, Dept Neurosurg, Dusseldorf, Germany
[10] Natl Ctr Pathol NCP, Lab Natl Sante LNS, Luxembourg, Luxembourg
[11] Univ Luxembourg, Luxembourg Ctr Syst Biomed LCSB, Esch Sur Alzette, Luxembourg
[12] Luxembourg Inst Hlth LIH, Dept Oncol DONC, Luxembourg, Luxembourg
[13] Luxembourg Ctr Neuropathol LCNP, Luxembourg, Luxembourg
[14] Heinrich Heine Univ, Univ Hosp Dusseldorf UKD, Dept Radiotherapy & Radiat Oncol, Dusseldorf, Germany
[15] Univ Hosp, Dept Radiat Oncol, Frankfurt, Germany
[16] Ludwig Maximilians Univ Munchen, Dept Neurosurg, Univ Hosp, Munich, Germany
关键词
glioblastoma; MGMT promoter methylation; miRNA; prognostic signature; risk stratification; NEWLY-DIAGNOSED GLIOBLASTOMA; ADJUVANT TEMOZOLOMIDE; RADIOTHERAPY; GENE; CONCOMITANT; EXPRESSION; PREDICTION; SURVIVAL; THERAPY;
D O I
10.1093/noajnl/vdaa137
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background. The potential benefit of risk stratification using a 4-miRNA signature in combination with MGMT promoter methylation in IDH1/2 wild-type glioblastoma patients was assessed. Methods. Primary tumors from 102 patients with comparable treatment from the LMU Munich (n = 37), the University Hospital Dusseldorf (n = 33), and The Cancer Genome Atlas (n = 32) were included. Risk groups were built using expressions of hsa-let-7a-5p, hsa-let-7b-5p, hsa-miR-615-5p, and hsa-miR-125a-5p to assess prognostic performance in overall survival (OS). MGMT promoter methylation and age were considered as cofactors. Integrated miRNA, DNA methylome, and transcriptome analysis were used to explore the functional impact of signature miRNAs. Results. The 4-miRNA signature defined high-risk (n = 46, median OS: 15.8 months) and low-risk patients (n = 56, median OS: 20.7 months; univariable Cox proportional hazard analysis: hazard ratio [HR]: 1.8, 95% confidence interval [CI]: 1.14-2.83, P =.01). The multivariable Cox proportional hazard model including the 4-miRNA signature (P =.161), MGMT promoter methylation (P <.001), and age (P =.034) significantly predicted OS (Log-rank P <.0001). Likewise to clinical routine, analysis was performed for younger (<= 60 years, n = 50, median OS: 20.2 months) and older patients (>60 years, n = 52, median OS: 15.8) separately. In younger patients, the 4-miRNA signature had prognostic value (HR: 1.92, 95% CI: 0.93-3.93, P =.076). Particularly, younger, MGMT methylated, 4-miRNA signature low-risk patients (n = 18, median OS: 37.4 months) showed significantly improved survival, compared to other younger patients (n = 32, OS 18.5 months; HR: 0.33, 95% CI: 0.15-0.71, P =.003). Integrated data analysis revealed 4-miRNA signatureassociated genes and pathways. Conclusion. The prognostic 4-miRNA signature in combination with MGMT promoter methylation improved risk stratification with the potential for therapeutic substratification, especially of younger patients.
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页数:12
相关论文
共 41 条
  • [1] MGMT methylation analysis of glioblastoma on the Infinium methylation BeadChip identifies two distinct CpG regions associated with gene silencing and outcome, yielding a prediction model for comparisons across datasets, tumor grades, and CIMP-status
    Bady, Pierre
    Sciuscio, Davide
    Diserens, Annie-Claire
    Bloch, Jocelyne
    van den Bent, Martin J.
    Marosi, Christine
    Dietrich, Pierre-Yves
    Weller, Michael
    Mariani, Luigi
    Heppner, Frank L.
    Mcdonald, David R.
    Lacombe, Denis
    Stupp, Roger
    Delorenzi, Mauro
    Hegi, Monika E.
    [J]. ACTA NEUROPATHOLOGICA, 2012, 124 (04) : 547 - 560
  • [2] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [3] Recurrence Pattern After Temozolomide Concomitant With and Adjuvant to Radiotherapy in Newly Diagnosed Patients With Glioblastoma: Correlation With MGMT Promoter Methylation Status
    Brandes, Alba A.
    Tosoni, Alicia
    Franceschi, Enrico
    Sotti, Guido
    Frezza, Giampiero
    Amista, Pietro
    Morandi, Luca
    Spagnolli, Federica
    Ermani, Mario
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (08) : 1275 - 1279
  • [4] Breiman L., 1984, CLASSIFICATION REGRE, DOI [10.1201/9781315139470, DOI 10.1201/9781315139470]
  • [5] G PROTEIN-COUPLED RECEPTORS AS ONCOGENIC SIGNALS IN GLIOMA: EMERGING THERAPEUTIC AVENUES
    Cherry, A. E.
    Stella, N.
    [J]. NEUROSCIENCE, 2014, 278 : 222 - 236
  • [6] Croft D, 2014, NUCLEIC ACIDS RES, V42, pD472, DOI [10.1093/nar/gkt1102, 10.1093/nar/gkz1031]
  • [7] Identification of transcriptional regulatory networks specific to pilocytic astrocytoma
    Deshmukh, Hrishikesh
    Yu, Jinsheng
    Shaik, Jahangheer
    MacDonald, Tobey J.
    Perry, Arie
    Payton, Jacqueline E.
    Gutmann, David H.
    Watson, Mark A.
    Nagarajan, Rakesh
    [J]. BMC MEDICAL GENOMICS, 2011, 4
  • [8] Glioma Groups Based on 1p/19q, IDH, and TERT Promoter Mutations in Tumors
    Eckel-Passow, Jeanette E.
    Lachance, Daniel H.
    Molinaro, Annette M.
    Walsh, Kyle M.
    Decker, Paul A.
    Sicotte, Hugues
    Pekmezci, Melike
    Rice, Terri
    Kosel, Matt L.
    Smirnov, Ivan V.
    Sarkar, Gobinda
    Caron, Alissa A.
    Kollmeyer, Thomas M.
    Praska, Corinne E.
    Chada, Anisha R.
    Halder, Chandralekha
    Hansen, Helen M.
    Mccoy, Lucie S.
    Bracci, Paige M.
    Marshall, Roxanne
    Zheng, Shichun
    Reis, Gerald F.
    Pico, Alexander R.
    O'Neill, Brian P.
    Buckner, Jan C.
    Giannini, Caterina
    Huse, Jason T.
    Perry, Arie
    Tihan, Tarik
    Berger, Mitchell S.
    Chang, Susan M.
    Prados, Michael D.
    Wiemels, Joseph
    Wiencke, John K.
    Wrensch, Margaret R.
    Jenkins, Robert B.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (26) : 2499 - 2508
  • [9] Molecular stereotactic biopsy technique improves diagnostic accuracy and enables personalized treatment strategies in glioma patients
    Eigenbrod, Sabina
    Trabold, Raimund
    Brucker, David
    Eroes, Christian
    Egensperger, Rupert
    La Fougere, Christian
    Goebel, Werner
    Ruehm, Adrian
    Kretzschmar, Hans A.
    Tonn, Joerg C.
    Herms, Jochen
    Giese, Armin
    Kreth, Friedrich W.
    [J]. ACTA NEUROCHIRURGICA, 2014, 156 (08) : 1427 - 1440
  • [10] Inactivation of the DNA-repair gene MGMT and the clinical response of gliomas to alkylating agents
    Esteller, M
    Garcia-Foncillas, J
    Andion, E
    Goodman, SN
    Hidalgo, OF
    Vanaclocha, V
    Baylin, SB
    Herman, JG
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2000, 343 (19) : 1350 - 1354