Abstract
Purpose
Glioblastoma multiforme (GBM) is a common and aggressive malignancy associated with poor prognosis. Characteristics and treatment of long-term survivors are of particular interest in efforts to improve outcomes. Therefore, the objective of this study was to examine trends and prognostic factors for 3-year survival from a national database.
Methods
The National Cancer Database (NCDB) was queried for patients diagnosed with cranial GBM from 2004 to 2013 and with 3-year follow-up. Trends in 3-year and overall survival, patient characteristics, tumor properties, and treatment modalities were examined. Multivariable logistic regression was utilized to investigate the association of these factors with 3-year survival. Predictor importance analysis was conducted using a metric defined as Wald χ2 penalized by degrees of freedom.
Results
A total of 88,919 GBM patients with 3-year follow-up were identified. Overall, 8757 (9.8%) patients survived ≥ 3 years. Three-year survival significantly improved from 8.0 to 10.5% (p < 0.001) from 2004 to 2013. Trimodal treatment administration also significantly increased from 38.7 to 55.9% (p < 0.001). During this span, patients increasingly presented as older (p = 0.040), without private insurance (p < 0.001), and with a higher comorbidity index (p < 0.001). On multivariable regression, factors such as trimodal treatment (p < 0.001), younger age (p < 0.001), and MGMT methylation (p < 0.001) were significantly associated with increased odds of 3-year survival. Predictor importance analysis indicated that MGMT methylation, age, and treatment modality were the most significant relative determinants of 3-year survival.
Conclusion
These findings illustrate an improved 3-year survival rate for GBM patients from 2004 to 2013 with a concurrent increase in trimodal treatment administration despite more adverse patient presenting characteristics.
Similar content being viewed by others
References
Ostrom QT, Gittleman H, Liao P, Vecchione-Koval T, Wolinsky Y, Kruchko C, Barnholtz-Sloan JS (2017) CBTRUS statistical report: primary brain and other central nervous system tumors diagnosed in the United States in 2010–2014. Neuro Oncol 19:v1–v88. https://doi.org/10.1093/neuonc/nox158
Louis DN, Ohgaki H, Wiestler OD, Cavenee WK, Burger PC, Jouvet A, Scheithauer BW, Kleihues P (2007) The 2007 WHO classification of tumours of the central nervous system. Acta Neuropathol 114:97–109. https://doi.org/10.1007/s00401-007-0243-4
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 (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352:987–996. https://doi.org/10.1056/NEJMoa043330
Lu VM, Goyal A, Graffeo CS, Perry A, Burns TC, Parney IF, Quinones-Hinojosa A, Chaichana KL (2019) Survival benefit of maximal resection for glioblastoma reoperation in the temozolomide era: a meta-analysis. World Neurosurg 127:31–37. https://doi.org/10.1016/j.wneu.2019.03.250
Almeida JP, Chaichana KL, Rincon-Torroella J, Quinones-Hinojosa A (2015) The value of extent of resection of glioblastomas: clinical evidence and current approach. Curr Neurol Neurosci Rep 15:517. https://doi.org/10.1007/s11910-014-0517-x
Ostrom QT, Gittleman H, Truitt G, Boscia A, Kruchko C, Barnholtz-Sloan JS (2018) CBTRUS statistical report: primary brain and other central nervous system tumors diagnosed in the United States in 2011–2015. Neuro-oncology 20:iv1–iv86. https://doi.org/10.1093/neuonc/noy131
Young RM, Jamshidi A, Davis G, Sherman JH (2015) Current trends in the surgical management and treatment of adult glioblastoma. Ann Transl Med 3:121. https://doi.org/10.3978/j.issn.2305-5839.2015.05.10
Hyare H, Thust S, Rees J (2017) Advanced MRI techniques in the monitoring of treatment of gliomas. Curr Treat Options Neurol 19:11. https://doi.org/10.1007/s11940-017-0445-6
Cohen MH, Johnson JR, Pazdur R (2005) Food and Drug Administration Drug approval summary: temozolomide plus radiation therapy for the treatment of newly diagnosed glioblastoma multiforme. Clin Cancer Res 11:6767–6771. https://doi.org/10.1158/1078-0432.Ccr-05-0722
Silantyev AS, Falzone L, Libra M, Gurina OI, Kardashova KS, Nikolouzakis TK, Nosyrev AE, Sutton CW, Mitsias PD, Tsatsakis A (2019) Current and future trends on diagnosis and prognosis of glioblastoma: from molecular biology to proteomics. Cells. https://doi.org/10.3390/cells8080863
Diaz RJ, Ali S, Qadir MG, De La Fuente MI, Ivan ME, Komotar RJ (2017) The role of bevacizumab in the treatment of glioblastoma. J Neurooncol 133:455–467. https://doi.org/10.1007/s11060-017-2477-x
Mann J, Ramakrishna R, Magge R, Wernicke AG (2017) Advances in radiotherapy for glioblastoma. Front Neurol 8:748. https://doi.org/10.3389/fneur.2017.00748
Smrdel U, Popovic M, Zwitter M, Bostjancic E, Zupan A, Kovac V, Glavac D, Bokal D, Jerebic J (2016) Long-term survival in glioblastoma: methyl guanine methyl transferase (MGMT) promoter methylation as independent favourable prognostic factor. Radiol Oncol 50:394–401. https://doi.org/10.1515/raon-2015-0041
Tseng JH, Merchant E, Tseng MY (2006) Effects of socioeconomic and geographic variations on survival for adult glioma in England and Wales. Surg Neurol 66:258–263. https://doi.org/10.1016/j.surneu.2006.03.048
Glaser SM, Dohopolski MJ, Balasubramani GK, Flickinger JC, Beriwal S (2017) Glioblastoma multiforme (GBM) in the elderly: initial treatment strategy and overall survival. J Neurooncol 134:107–118. https://doi.org/10.1007/s11060-017-2493-x
Moinuddin FM, Alvi MA, Kerezoudis P, Wahood W, Meyer J, Lachance DH, Bydon M (2019) Variation in management of spinal gliobastoma multiforme: results from a national cancer registry. J Neurooncol 141:441–447. https://doi.org/10.1007/s11060-018-03054-2
Deyo RA, Cherkin DC, Ciol MA (1992) Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol 45:613–619. https://doi.org/10.1016/0895-4356(92)90133-8
Harrell FE Jr (2015) Regression modeling strategies: with applications to linear models logistic and ordinal regression and survival analysis. Springer, Cham
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 (2009) 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 10:459–466. https://doi.org/10.1016/s1470-2045(09)70025-7
Illic R, Somma T, Savic D, Frio F, Milicevic M, Solari D, Nikitovic M, Lavrnic S, Raicevic S, Milosevic S, Cavallo LM, Cappabianca P, Grujicic D (2017) A survival analysis with identification of prognostic factors in a series of 110 patients with newly diagnosed glioblastoma before and after introduction of the stupp regimen: a single-center observational study. World Neurosurg 104:581–588. https://doi.org/10.1016/j.wneu.2017.05.018
Brown DA, Himes BT, Kerezoudis P, Chilinda-Salter YM, Grewal SS, Spear JA, Bydon M, Burns TC, Parney IF (2018) Insurance correlates with improved access to care and outcome among glioblastoma patients. Neuro Oncol 20:1374–1382. https://doi.org/10.1093/neuonc/noy102
Chandra A, Rick JW, Dalle Ore C, Lau D, Nguyen AT, Carrera D, Bonte A, Molinaro AM, Theodosopoulos PV, McDermott MW, Berger MS, Aghi MK (2018) Disparities in health care determine prognosis in newly diagnosed glioblastoma. Neurosurg Focus 44:E16. https://doi.org/10.3171/2018.3.Focus1852
Mukherjee D, Zaidi HA, Kosztowski T, Chaichana KL, Brem H, Chang DC, Quinones-Hinojosa A (2010) Disparities in access to neuro-oncologic care in the United States. Arch Surg 145:247–253. https://doi.org/10.1001/archsurg.2009.288
Dressler EV, Liu M, Garcia CR, Dolecek TA, Pittman T, Huang B, Villano JL (2019) Patterns and disparities of care in glioblastoma. Neurooncol Pract 6:37–46. https://doi.org/10.1093/nop/npy014
Aizer AA, Ancukiewicz M, Nguyen PL, Shih HA, Loeffler JS, Oh KS (2014) Underutilization of radiation therapy in patients with glioblastoma: predictive factors and outcomes. Cancer 120:238–243. https://doi.org/10.1002/cncr.28398
Wegner RE, Abel S, Horne ZD, Hasan S, Verma V, Ranjan T, Williamson RW, Karlovits SM (2019) National trends in radiation dose escalation for glioblastoma. Radiat Oncol J 37:13–21. https://doi.org/10.3857/roj.2019.00017
Henaine AM, Paubel N, Ducray F, Diebold G, Frappaz D, Guyotat J, Cartalat-Carel S, Aulagner G, Hartmann D, Honnorat J, Armoiry X (2016) Current trends in the management of glioblastoma in a French University Hospital and associated direct costs. J Clin Pharm Ther 41:47–53. https://doi.org/10.1111/jcpt.12346
Gittleman H, Ostrom QT, Stetson LC, Waite K, Hodges TR, Wright CH, Wright J, Rubin JB, Berens ME, Lathia J, Connor JR, Kruchko C, Sloan AE, Barnholtz-Sloan JS (2019) Sex is an important prognostic factor for glioblastoma but not for nonglioblastoma. Neurooncol Pract 6:451–462. https://doi.org/10.1093/nop/npz019
Ostrom QT, Cote DJ, Ascha M, Kruchko C, Barnholtz-Sloan JS (2018) Adult glioma incidence and survival by race or ethnicity in the United States from 2000 to 2014. JAMA Oncol 4:1254–1262. https://doi.org/10.1001/jamaoncol.2018.1789
Coluccia D, Roth T, Marbacher S, Fandino J (2018) Impact of laterality on surgical outcome of glioblastoma patients: a retrospective single-center study. World Neurosurg 114:e121–e128. https://doi.org/10.1016/j.wneu.2018.02.084
Marton E, Giordan E, Siddi F, Curzi C, Canova G, Scarpa B, Guerriero A, Rossi S, D’Avella D, Longatti P, Feletti A (2019) Over ten years overall survival in glioblastoma: a different disease? J Neurol Sci 408:116518. https://doi.org/10.1016/j.jns.2019.116518
Aulakh S, DeDeo MR, Free J, Rosenfeld SS, Quinones-Hinojosa A, Paulus A, Manna A, Manochakian R, Chanan-Khan AA, Ailawadhi S (2019) Survival trends in glioblastoma and association with treating facility volume. J Clin Neurosci 68:271–274. https://doi.org/10.1016/j.jocn.2019.04.028
Ahmadipour Y, Jabbarli R, Gembruch O, Pierscianek D, Darkwah Oppong M, Dammann P, Wrede K, Ozkan N, Muller O, Sure U, El Hindy N (2019) Impact of multifocality and molecular markers on survival of glioblastoma. World Neurosurg 122:e461–e466. https://doi.org/10.1016/j.wneu.2018.10.075
Binabaj MM, Bahrami A, ShahidSales S, Joodi M, Joudi Mashhad M, Hassanian SM, Anvari K, Avan A (2018) The prognostic value of MGMT promoter methylation in glioblastoma: a meta-analysis of clinical trials. J Cell Physiol 233:378–386. https://doi.org/10.1002/jcp.25896
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 (2005) MGMT gene silencing and benefit from temozolomide in glioblastoma. N Engl J Med 352:997–1003. https://doi.org/10.1056/NEJMoa043331
Das P, Puri T, Jha P, Pathak P, Joshi N, Suri V, Sharma MC, Sharma BS, Mahapatra AK, Suri A, Sarkar C (2011) A clinicopathological and molecular analysis of glioblastoma multiforme with long-term survival. J Clin Neurosci 18:66–70. https://doi.org/10.1016/j.jocn.2010.04.050
Zhang GB, Cui XL, Sui DL, Ren XH, Zhang Z, Wang ZC, Lin S (2013) Differential molecular genetic analysis in glioblastoma multiforme of long- and short-term survivors: a clinical study in Chinese patients. J Neurooncol 113:251–258. https://doi.org/10.1007/s11060-013-1102-x
Zhao J, Ma W, Zhao H (2014) Loss of heterozygosity 1p/19q and survival in glioma: a meta-analysis. Neuro Oncol 16:103–112. https://doi.org/10.1093/neuonc/not145
Draaisma K, Chatzipli A, Taphoorn M, Kerkhof M, Weyerbrock A, Sanson M, Hoeben A, Lukacova S, Lombardi G, Leenstra S, Hanse M, Fleischeuer R, Watts C, McAbee J, Angelopoulos N, Gorlia T, Golfinopoulos V, Kros JM, Verhaak RGW, Bours V, van den Bent MJ, McDermott U, Robe PA, French PJ (2019) Molecular evolution of IDH wild-type glioblastomas treated with standard of care affects survival and design of precision medicine trials: a report from the EORTC 1542 study. J Clin Oncol. https://doi.org/10.1200/jco.19.00367
Amankulor NM, Kim Y, Arora S, Kargl J, Szulzewsky F, Hanke M, Margineantu DH, Rao A, Bolouri H, Delrow J, Hockenbery D, Houghton AM, Holland EC (2017) Mutant IDH1 regulates the tumor-associated immune system in gliomas. Genes Dev 31:774–786. https://doi.org/10.1101/gad.294991.116
Chistiakov DA, Chekhonin IV, Chekhonin VP (2017) The EGFR variant III mutant as a target for immunotherapy of glioblastoma multiforme. Eur J Pharmacol 810:70–82. https://doi.org/10.1016/j.ejphar.2017.05.064
Eskilsson E, Rosland GV, Solecki G, Wang Q, Harter PN, Graziani G, Verhaak RGW, Winkler F, Bjerkvig R, Miletic H (2018) EGFR heterogeneity and implications for therapeutic intervention in glioblastoma. Neuro Oncol 20:743–752. https://doi.org/10.1093/neuonc/nox191
Schaff LR, Yan D, Thyparambil S, Tian Y, Cecchi F, Rosenblum M, Reiner AS, Panageas KS, Hembrough T, Lin AL (2019) Characterization of MGMT and EGFR protein expression in glioblastoma and association with survival. J Neurooncol. https://doi.org/10.1007/s11060-019-03358-x
Louis DN, Perry A, Reifenberger G, von Deimling A, Figarella-Branger D, Cavenee WK, Ohgaki H, Wiestler OD, Kleihues P, Ellison DW (2016) The 2016 World Health Organization classification of tumors of the central nervous system: a summary. Acta Neuropathol 131:803–820. https://doi.org/10.1007/s00401-016-1545-1
Boffa DJ, Rosen JE, Mallin K, Loomis A, Gay G, Palis B, Thoburn K, Gress D, McKellar DP, Shulman LN, Facktor MA, Winchester DP (2017) Using the National Cancer Database for outcomes research: a review. JAMA Oncol 3:1722–1728. https://doi.org/10.1001/jamaoncol.2016.6905
Funding
AQH was supported by the Mayo Clinic Professorship, the Mayo Clinic Clinician Investigator award, the Florida Department of Health Cancer Research Chair Fund, as well as the National Institutes of Health (R43CA221490, R01CA200399, R01CA195503, R01CA216855).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
No conflict of interest to disclose.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
11060_2020_3469_MOESM1_ESM.tiff
Supplementary file1—Supplementary Figure 1: Predictor importance analysis demonstrating the prognostic factors most predictive of three-year survival (TIFF 28129 kb)
11060_2020_3469_MOESM2_ESM.tiff
Supplementary file2—Supplementary Figure 2: Predictor importance analysis for patients with documented genetic testing demonstrating the prognostic factors most predictive of three-year survival (TIFF 28129 kb)
Rights and permissions
About this article
Cite this article
Zreik, J., Moinuddin, F.M., Yolcu, Y.U. et al. Improved 3-year survival rates for glioblastoma multiforme are associated with trends in treatment: analysis of the national cancer database from 2004 to 2013. J Neurooncol 148, 69–79 (2020). https://doi.org/10.1007/s11060-020-03469-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11060-020-03469-w