The radiosensitivity index predicts for overall survival in glioblastoma
- PMID: 26451615
- PMCID: PMC4741462
- DOI: 10.18632/oncotarget.5437
The radiosensitivity index predicts for overall survival in glioblastoma
Abstract
We have previously developed a multigene expression model of tumor radiosensitivity (RSI) with clinical validation in multiple cohorts and disease sites. We hypothesized RSI would identify glioblastoma patients who would respond to radiation and predict treatment outcomes. Clinical and array based gene expression (Affymetrix HT Human Genome U133 Array Plate Set) level 2 data was downloaded from the cancer genome atlas (TCGA). A total of 270 patients were identified for the analysis: 214 who underwent radiotherapy and temozolomide and 56 who did not undergo radiotherapy. Median follow-up for the entire cohort was 9.1 months (range: 0.04-92.2 months). Patients who did not receive radiotherapy were more likely to be older (p < 0.001) and of poorer performance status (p < 0.001). On multivariate analysis, RSI is an independent predictor of OS (HR = 1.64, 95% CI 1.08-2.5; p = 0.02). Furthermore, on subset analysis, radiosensitive patients had significantly improved OS in the patients with high MGMT expression (unmethylated MGMT), 1 year OS 84.1% vs. 53.7% (p = 0.005). This observation held on MVA (HR = 1.94, 95% CI 1.19-3.31; p = 0.008), suggesting that RT has a larger therapeutic impact in these patients. In conclusion, RSI predicts for OS in glioblastoma. These data further confirm the value of RSI as a disease-site independent biomarker.
Keywords: glioblastoma; radiosensitivity; signature.
Conflict of interest statement
JTR and SE hold an awarded patent and two pending patents on the technology described in this manuscript. In addition, they are co-founders and officers of Cvergenx, Inc a company that holds the exclusive commercial rights to the assay described.
Figures
Similar articles
-
Long-term therapy with temozolomide is a feasible option for newly diagnosed glioblastoma: a single-institution experience with as many as 101 temozolomide cycles.Neurosurg Focus. 2014 Dec;37(6):E4. doi: 10.3171/2014.9.FOCUS14502. Neurosurg Focus. 2014. PMID: 25434389
-
MGMT gene promoter methylation as a potent prognostic factor in glioblastoma treated with temozolomide-based chemoradiotherapy: a single-institution study.Int J Radiat Oncol Biol Phys. 2012 Nov 1;84(3):661-7. doi: 10.1016/j.ijrobp.2011.12.086. Epub 2012 Mar 11. Int J Radiat Oncol Biol Phys. 2012. PMID: 22414280
-
O(6) -methylguanine-DNA methyltransferase (MGMT) promoter methylation and low MGMT-encoded protein expression as prognostic markers in glioblastoma patients treated with biodegradable carmustine wafer implants after initial surgery followed by radiotherapy with concomitant and adjuvant temozolomide.Cancer. 2012 Sep 15;118(18):4545-54. doi: 10.1002/cncr.27441. Epub 2012 Feb 22. Cancer. 2012. PMID: 22359215
-
MGMT promoter methylation status can predict the incidence and outcome of pseudoprogression after concomitant radiochemotherapy in newly diagnosed glioblastoma patients.J Clin Oncol. 2008 May 1;26(13):2192-7. doi: 10.1200/JCO.2007.14.8163. J Clin Oncol. 2008. PMID: 18445844
-
Impact of glycemia on survival of glioblastoma patients treated with radiation and temozolomide.J Neurooncol. 2015 Aug;124(1):119-26. doi: 10.1007/s11060-015-1815-0. Epub 2015 May 27. J Neurooncol. 2015. PMID: 26015297 Free PMC article.
Cited by
-
Genome-based modeling for adjusting radiotherapy dose (GARD)-a significant step toward the future of personalized radiation therapy.Transl Cancer Res. 2017 Mar;6(Suppl 2):S418-S420. doi: 10.21037/tcr.2017.03.05. Transl Cancer Res. 2017. PMID: 30881870 Free PMC article. No abstract available.
-
Personalizing Radiotherapy Prescription Dose Using Genomic Markers of Radiosensitivity and Normal Tissue Toxicity in NSCLC.J Thorac Oncol. 2021 Mar;16(3):428-438. doi: 10.1016/j.jtho.2020.11.008. Epub 2020 Dec 8. J Thorac Oncol. 2021. PMID: 33301984 Free PMC article.
-
Molecular profiling of neuroendocrine tumours to predict response and toxicity to peptide receptor radionuclide therapy.Lancet Oncol. 2020 Sep;21(9):e431-e443. doi: 10.1016/S1470-2045(20)30323-5. Lancet Oncol. 2020. PMID: 32888472 Free PMC article. Review.
-
Liquid Biopsies for Molecular Biology-Based Radiotherapy.Int J Mol Sci. 2021 Oct 19;22(20):11267. doi: 10.3390/ijms222011267. Int J Mol Sci. 2021. PMID: 34681925 Free PMC article. Review.
-
Genomic biomarkers to guide precision radiotherapy in prostate cancer.Prostate. 2022 Aug;82 Suppl 1(Suppl 1):S73-S85. doi: 10.1002/pros.24373. Prostate. 2022. PMID: 35657158 Free PMC article. Review.
References
-
- 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, et al. 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. The Lancet Oncology. 2009;10:459–466. - PubMed
-
- Hegi ME, Diserens AC, Gorlia T, Hamou MF, de Tribolet N, 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. The New England journal of medicine. 2005;352:997–1003. - PubMed
-
- Eschrich SA, Fulp WJ, Pawitan Y, Foekens JA, Smid M, Martens JW, Echevarria M, Kamath V, Lee JH, Harris EE, Bergh J, Torres-Roca JF. Validation of a radiosensitivity molecular signature in breast cancer. Clinical cancer research : an official journal of the American Association for Cancer Research. 2012;18:5134–5143. - PMC - PubMed
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Research Materials