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.
引用
收藏
页数:12
相关论文
共 41 条
  • [11] Promoter methylation and expression of MGMT and the DNA mismatch repair genes MLH1, MSH2, MSH6 and PMS2 in paired primary and recurrent glioblastomas
    Felsberg, Joerg
    Thon, Niklas
    Eigenbrod, Sabina
    Hentschel, Bettina
    Sabel, Michael C.
    Westphal, Manfred
    Schackert, Gabriele
    Kreth, Friedrich Wilhelm
    Pietsch, Torsten
    Loeffler, Markus
    Weller, Michael
    Reifenberger, Guido
    Tonn, Joerg C.
    [J]. INTERNATIONAL JOURNAL OF CANCER, 2011, 129 (03) : 659 - 670
  • [12] Accelerated fractionated proton/photon irradiation to 90 cobalt gray equivalent for glioblastoma multiforme:: results of a phase II prospective trial
    Fitzek, MM
    Thornton, AF
    Rabinov, JD
    Lev, MH
    Pardo, FS
    Munzenrider, JE
    Okunieff, P
    Bussière, M
    Braun, I
    Hochberg, FH
    Hedley-Whyte, ET
    Liebsch, NJ
    Harsh, GR
    [J]. JOURNAL OF NEUROSURGERY, 1999, 91 (02) : 251 - 260
  • [13] Estimating a time-dependentconcordance index for survival prediction models with covariate dependent censoring
    Gerds, Thomas A.
    Kattan, Michael W.
    Schumacher, Martin
    Yu, Changhong
    [J]. STATISTICS IN MEDICINE, 2013, 32 (13) : 2173 - 2184
  • [14] Prediction of clinical outcome in glioblastoma using a biologically relevant nine-microRNA signature
    Hayes, Josie
    Thygesen, Helene
    Tumilson, Charlotte
    Droop, Alastair
    Boissinot, Marjorie
    Hughes, Thomas A.
    Westheadd, David
    Alder, Jane E.
    Shaw, Lisa
    Short, Susan C.
    Lawler, Sean E.
    [J]. MOLECULAR ONCOLOGY, 2015, 9 (03) : 704 - 714
  • [15] MGMT gene silencing and benefit from temozolomide in glioblastoma
    Hegi, ME
    Diserens, A
    Gorlia, T
    Hamou, M
    de Tribolet, N
    Weller, M
    Kros, JM
    Hainfellner, JA
    Mason, W
    Mariani, L
    Bromberg, JEC
    Hau, P
    Mirimanoff, RO
    Cairncross, JG
    Janzer, RC
    Stupp, R
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2005, 352 (10) : 997 - 1003
  • [16] Withholding temozolomide in glioblastoma patients with unmethylated MGMT promoter-still a dilemma?
    Hegi, Monika E.
    Stupp, Roger
    [J]. NEURO-ONCOLOGY, 2015, 17 (11) : 1425 - 1427
  • [17] A 4-miRNA signature to predict survival in glioblastomas
    Hermansen, Simon K.
    Sorensen, Mia D.
    Hansen, Anker
    Knudsen, Steen
    Alvarado, Alvaro G.
    Lathia, Justin D.
    Kristensen, Bjarne W.
    [J]. PLOS ONE, 2017, 12 (11):
  • [18] Lomustine-temozolomide combination therapy versus standard temozolomide therapy in patients with newly diagnosed glioblastoma with methylated MGMT promoter (CeTeG/NOA-09): a randomised, open-label, phase 3 trial
    Herrlinger, Ulrich
    Tzaridis, Theophilos
    Mack, Frederic
    Steinbach, Joachim Peter
    Schlegel, Uwe
    Sabel, Michael
    Hau, Peter
    Kortmann, Rolf-Dieter
    Krex, Dietmar
    Grauer, Oliver
    Goldbrunner, Roland
    Schnell, Oliver
    Baehr, Oliver
    Uhl, Martin
    Seidel, Clemens
    Tabatabai, Ghazaleh
    Kowalski, Thomas
    Ringel, Florian
    Schmidt-Graf, Friederike
    Suchorska, Bogdana
    Brehmer, Stefanie
    Weyerbrock, Astrid
    Renovanz, Miriam
    Bullinger, Lars
    Galldiks, Norbert
    Vajkoczy, Peter
    Misch, Martin
    Vatter, Hartmut
    Stuplich, Moritz
    Schaefer, Niklas
    Kebir, Sied
    Weller, Johannes
    Schaub, Christina
    Stummer, Walter
    Tonn, Joerg-Christian
    Simon, Matthias
    Keil, Vera C.
    Nelles, Michael
    Urbach, Horst
    Coenen, Martin
    Wick, Wolfgang
    Weller, Michael
    Fimmers, Rolf
    Schmid, Matthias
    Hattingen, Elke
    Pietsch, Torsten
    Coch, Christoph
    Glas, Martin
    [J]. LANCET, 2019, 393 (10172) : 678 - 688
  • [19] Hershberger CE, 2021, LEUKEMIA, V35, P1108, DOI 10.1038/s41375-020-1002-y
  • [20] KEGG: Kyoto Encyclopedia of Genes and Genomes
    Kanehisa, M
    Goto, S
    [J]. NUCLEIC ACIDS RESEARCH, 2000, 28 (01) : 27 - 30