Abstract
Purpose
Routine brain MRI surveillance frequently diagnoses small, asymptomatic brain metastases from non-small cell lung cancer (NSCLC) that are effectively treated with stereotactic radiosurgery (SRS). A subset of patients, however, may die prior to the onset of symptoms. This study identifies clinical features that distinguish neurologically-asymptomatic NSCLC brain metastases patients that die prior to routine 3 month follow-up after SRS.
Methods
Retrospective chart review from 2007 to 2017 identified 18 patients with neurologically-asymptomatic NSCLC brain metastases who died < 3 months after SRS. Twenty-eight additional patients meeting criteria and surviving > 6 months after SRS were identified. Clinical factors were examined to determine characteristics correlated with survival using cox proportional hazards and nominal logistic regression models. Logistic regression models using salient factors were trained with 10-fold cross-validation and compared to the graded prognostic assessment (GPA) and score index of radiosurgery (SIR) using the AUC from receiver operant characteristic curves.
Results
The median survival following SRS was 1.4 and 9.2 months for the < 3 months and > 6 months groups, respectively. Age, number of brain metastases, and Karnofsky performance status were associated with overall survival while gender and interval between primary cancer and first brain metastasis diagnoses were associated with < 3 months and > 6 months survival, respectively. Models using GPA and SIR performed poorly compared to preliminary metrics generated in this study for prognosis of both < 3 months and > 6 months survival.
Conclusion
Physicians require data to provide high-value, cost-conscious health care. Clinical metrics can screen patients with asymptomatic NSCLC brain metastases likely to die prior to the standard screening interval and observation could be considered.
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References
Molina JR, Yang P, Cassivi SD, Schild SE, Adjei AA (2008) Non–Small Cell Lung Cancer: Epidemiology, Risk Factors, Treatment, and Survivorship. Mayo Clin Proc 83:584–594
Barnholtz-Sloan JS, Sloan AE, Davis FG, Vigneau FD, Lai P, Sawaya RE (2016) Incidence Proportions of Brain Metastases in Patients Diagnosed (1973 to 2001) in the Metropolitan Detroit Cancer Surveillance System. https://doi.org/10.1200/JCO.2004.12.149
Hazard LJ, Jensen RL, Shrieve DC (2005) Role of stereotactic radiosurgery in the treatment of brain metastases. Am J Clin Oncol 28:403–410
Gavrilovic IT, Posner JB (2005) Brain metastases: epidemiology and pathophysiology. J Neurooncol 75:5–14. https://doi.org/10.1007/s11060-004-8093-6
Sheehan JP, Yen CP, Nguyen J, Rainey JA, Dassoulas K, Schlesinger DJ (2011) Timing and risk factors for new brain metastasis formation in patients initially treated only with Gamma Knife surgery. Clinical article. J Neurosurg 114:763–768. https://doi.org/10.3171/2010.2.jns091539
Lutterbach J, Cyron D, Henne K, Ostertag CB (2003) Radiosurgery followed by planned observation in patients with one to three brain metastases. Neurosurgery 52:1066–1073; discussion 1073–1064
Korones DN, Butterfield R, Meyers SP, Constine LS (2001) The role of surveillance magnetic resonance imaging (MRI) scanning in detecting recurrent brain tumors in asymptomatic children. J Neurooncol 53:33–38
Tamari K, Suzuki O, Hashimoto N, Kagawa N, Fujiwara M, Sumida I, Seo Y, Isohashi F, Yoshioka Y, Yoshimine T, Ogawa K (2015) Treatment outcomes using CyberKnife for brain metastases from lung cancer. J Radiat Res 56:151–158. https://doi.org/10.1093/jrr/rru092
Sperduto PW, Kased N, Roberge D, Xu Z, Shanley R, Luo X, Sneed PK, Chao ST, Weil RJ, Suh J, Bhatt A, Jensen AW, Brown PD, Shih HA, Kirkpatrick J, Gaspar LE, Fiveash JB, Chiang V, Knisely JP, Sperduto CM, Lin N, Mehta M (2012) Summary report on the graded prognostic assessment: an accurate and facile diagnosis-specific tool to estimate survival for patients with brain metastases. J Clin Oncol 30:419–425. https://doi.org/10.1200/jco.2011.38.0527
Gaspar L, Scott C, Rotman M, Asbell S, Phillips T, Wasserman T, McKenna WG, Byhardt R (1997) Recursive partitioning analysis (RPA) of prognostic factors in three Radiation Therapy Oncology Group (RTOG) brain metastases trials. Int J Radiat Oncol Biol Phys 37:745–751
Elaimy AL, Mackay AR, Lamoreaux WT, Fairbanks RK, Demakas JJ, Cooke BS, Peressini BJ, Holbrook JT, Lee CM (2011) Multimodality treatment of brain metastases: an institutional survival analysis of 275 patients. World J Surg Oncol 9:69. https://doi.org/10.1186/1477-7819-9-69
Gorovets D, Department of Radiation Oncology TMC, Department of Radiation Oncology USA, USA RIH, dgorovets@tuftsmedicalcenter.org, Rava P, Department of Radiation Oncology UMMC, Ebner USA, Department of Radiation Oncology DK, Tybor RIH,USA DJ, Department of Public Health and Community Medicine TUSoM, Cielo USA, D, Department of Neurosurgery RIH, USA, Puthawala Y, Department of Radiation Oncology RIH, Kinsella USA TJ, Department of Radiation Oncology RIH, USA, DiPetrillo TA, Department of Radiation Oncology TMC, USA, Department of Radiation Oncology RIH, USA, Wazer DE, Department of Radiation Oncology TMC, USA, Department of Radiation Oncology RIH, USA, Hepel JT, Department of Radiation Oncology TMC, USA, Department of Radiation Oncology RIH, USA (2015) Predictors for Long-Term Survival Free from Whole Brain Radiation Therapy in Patients Treated with Radiosurgery for Limited Brain Metastases. Frontiers in Oncology 5 https://doi.org/10.3389/fonc.2015.00110
Weltman E, Salvajoli JV, Brandt RA, de Morais Hanriot R, Prisco FE, Cruz JC, de Oliveira Borges SR, Wajsbrot DB (2000) Radiosurgery for brain metastases: a score index for predicting prognosis. Int J Radiat Oncol Biol Phys 46:1155–1161
Sheehan JP, Sun MH, Kondziolka D, Flickinger J, Lunsford LD (2002) Radiosurgery for non-small cell lung carcinoma metastatic to the brain: long-term outcomes and prognostic factors influencing patient survival time and local tumor control. J Neurosurg 97:1276–1281. https://doi.org/10.3171/jns.2002.97.6.1276
Yamamoto M, Serizawa T, Shuto T, Akabane A, Higuchi Y, Kawagishi J, Yamanaka K, Sato Y, Jokura H, Yomo S, Nagano O, Kenai H, Moriki A, Suzuki S, Kida Y, Iwai Y, Hayashi M, Onishi H, Gondo M, Sato M, Akimitsu T, Kubo K, Kikuchi Y, Shibasaki T, Goto T, Takanashi M, Mori Y, Takakura K, Saeki N, Kunieda E, Aoyama H, Momoshima S, Tsuchiya K (2014) Stereotactic radiosurgery for patients with multiple brain metastases (JLGK0901): a multi-institutional prospective observational study. Lancet Oncol 15:387–395. https://doi.org/10.1016/s1470-2045(14)70061-0
Network NCC (2013) The NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines) for Central Nervous System Cancers. Jornnal of the National Comprehensive Cancer Network Version 22013. https://doi.org/10.6004/jnccn.2013.0138
Team RC (2014) R: A language and environment for statistical computing. 3.4.4 edn. R Foundation for Statistical Computing, Vienna
Delattre JY, Krol G, Thaler HT, Posner JB (1988) Distribution of brain metastases. Arch Neurol 45:741–744
Magnuson WJ, Lester-Coll NH, Wu AJ, Yang TJ, Lockney NA, Gerber NK, Beal K, Amini A, Patil T, Kavanagh BD, Camidge DR, Braunstein SE, Boreta LC, Balasubramanian SK, Ahluwalia MS, Rana NG, Attia A, Gettinger SN, Contessa JN, Yu JB, Chiang VL (2017) Management of Brain Metastases in Tyrosine Kinase Inhibitor-Naive Epidermal Growth Factor Receptor-Mutant Non-Small-Cell Lung Cancer: A Retrospective Multi-Institutional Analysis. J Clin Oncol 35:1070–1077. https://doi.org/10.1200/jco.2016.69.7144
Li C, Fang R, Sun Y, Han X, Li F, Gao B, Iafrate AJ, Liu XY, Pao W, Chen H, Ji H (2011) Spectrum of oncogenic driver mutations in lung adenocarcinomas from East Asian never smokers. PLoS One 6:e28204. https://doi.org/10.1371/journal.pone.0028204
Matsumoto S, Takahashi K, Iwakawa R, Matsuno Y, Nakanishi Y, Kohno T, Shimizu E, Yokota J (2006) Frequent EGFR mutations in brain metastases of lung adenocarcinoma. Int J Cancer 119:1491–1494. https://doi.org/10.1002/ijc.21940
Paez JG, Janne PA, Lee JC, Tracy S, Greulich H, Gabriel S, Herman P, Kaye FJ, Lindeman N, Boggon TJ, Naoki K, Sasaki H, Fujii Y, Eck MJ, Sellers WR, Johnson BE, Meyerson M (2004) EGFR mutations in lung cancer: correlation with clinical response to gefitinib therapy. Science 304:1497–1500. https://doi.org/10.1126/science.1099314
Shigematsu H, Lin L, Takahashi T, Nomura M, Suzuki M, Wistuba II, Fong KM, Lee H, Toyooka S, Shimizu N, Fujisawa T, Feng Z, Roth JA, Herz J, Minna JD, Gazdar AF (2005) Clinical and biological features associated with epidermal growth factor receptor gene mutations in lung cancers. J Natl Cancer Inst 97:339–346. https://doi.org/10.1093/jnci/dji055
Iuchi T, Shingyoji M, Itakura M, Yokoi S, Moriya Y, Tamura H, Yoshida Y, Ashinuma H, Kawasaki K, Hasegawa Y, Sakaida T, Iizasa T (2015) Frequency of brain metastases in non-small-cell lung cancer, and their association with epidermal growth factor receptor mutations. Int J Clin Oncol 20:674–679. https://doi.org/10.1007/s10147-014-0760-9
Eichler AF, Kahle KT, Wang DL, Joshi VA, Willers H, Engelman JA, Lynch TJ, Sequist LV (2010) EGFR mutation status and survival after diagnosis of brain metastasis in nonsmall cell lung cancer. Neuro Oncol 12:1193–1199. https://doi.org/10.1093/neuonc/noq076
Sperduto PW, Yang TJ, Beal K, Pan H, Brown PD, Bangdiwala A, Shanley R, Yeh N, Gaspar LE, Braunstein S, Sneed P, Boyle J, Kirkpatrick JP, Mak KS, Shih HA, Engelman A, Roberge D, Arvold ND, Alexander B, Awad MM, Contessa J, Chiang V, Hardie J, Ma D, Lou E, Sperduto W, Mehta MP (2017) Estimating Survival in Patients With Lung Cancer and Brain Metastases: An Update of the Graded Prognostic Assessment for Lung Cancer Using Molecular Markers (Lung-molGPA). JAMA Oncol 3:827–831. https://doi.org/10.1001/jamaoncol.2016.3834
Lester SC, Taksler GB, Kuremsky JG, Lucas JT, Ayala-Peacock DN, Randolph DM, Bourland JD, Laxton AW, Tatter SB, Chan MD (2017) Clinical and economic outcomes of patients with brain metastases based on symptoms: An argument for routine brain screening of those treated with upfront radiosurgery. Cancer 120:433–441. https://doi.org/10.1002/cncr.28422
Sanchez de Cos J, Sojo Gonzalez MA, Montero MV, Perez Calvo MC, Vicente MJ, Valle MH (2009) Non-small cell lung cancer and silent brain metastasis. Survival and prognostic factors. Lung Cancer 63:140–145. https://doi.org/10.1016/j.lungcan.2008.04.013
Liu S, Qiu B, Chen L, Wang F, Liang Y, Cai P, Zhang L, Chen Z, Liu M, Liu H (2015) Radiotherapy for asymptomatic brain metastasis in epidermal growth factor receptor mutant non-small cell lung cancer without prior tyrosine kinase inhibitors treatment: a retrospective clinical study. Radiat Oncol 10:118. https://doi.org/10.1186/s13014-015-0421-9
Magnuson WJ, Yeung JT, Guillod PD, Gettinger SN, Yu JB, Chiang VL (2016) Impact of Deferring Radiation Therapy in Patients With Epidermal Growth Factor Receptor-Mutant Non-Small Cell Lung Cancer Who Develop Brain Metastases. Int J Radiat Oncol Biol Phys 95:673–679. https://doi.org/10.1016/j.ijrobp.2016.01.037
Soria J-C, Ohe Y, Vansteenkiste J, Reungwetwattana T, Chewaskulyong B, Lee KH, Dechaphunkul A, Imamura F, Nogami N, Kurata T, Okamoto I, Zhou C, Cho BC, Cheng Y, Cho EK, Voon PJ, Planchard D, Su W-C, Gray JE, Lee S-M, Hodge R, Marotti M, Rukazenkov Y, Ramalingam SS (2017) Osimertinib in Untreated EGFR-Mutated Advanced Non–Small-Cell Lung Cancer. https://doi.org/10.1056/NEJMoa1713137
Goss G, Tsai CM, Shepherd FA, Ahn MJ, Bazhenova L, Crino L, de Marinis F, Felip E, Morabito A, Hodge R, Cantarini M, Johnson M, Mitsudomi T, Janne PA, Yang JC (2018) CNS response to osimertinib in patients with T790M-positive advanced NSCLC: pooled data from two phase II trials. Ann Oncol 29:687–693. https://doi.org/10.1093/annonc/mdx820
Zindler JD, Jochems A, Lagerwaard FJ, Beumer R, Troost EGC, Eekers DBP, Compter I, van der Toorn PP, Essers M, Oei B, Hurkmans CW, Bruynzeel AME, Bosmans G, Swinnen A, Leijenaar RTH, Lambin P (2017) Individualized early death and long-term survival prediction after stereotactic radiosurgery for brain metastases of non-small cell lung cancer: Two externally validated nomograms. Radiother Oncol 123:189–194. https://doi.org/10.1016/j.radonc.2017.02.006
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Kakusa, B., Han, S., Aggarwal, S. et al. Clinical factors associated with mortality within three months after radiosurgery of asymptomatic brain metastases from non-small cell lung cancer. J Neurooncol 140, 705–715 (2018). https://doi.org/10.1007/s11060-018-03002-0
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DOI: https://doi.org/10.1007/s11060-018-03002-0