Skip to main content

Advertisement

Log in

Perilesional edema in brain metastasis from non-small cell lung cancer (NSCLC) as predictor of response to radiosurgery (SRS)

  • Original Article
  • Published:
Neurological Sciences Aims and scope Submit manuscript

Abstract

Radiosurgery (SRS) is widely used in the treatment of brain oligo-metastases from NSCLC. The aim of present study is to evaluate the extent of perilesional edema in brain metastases as predictive factor of treatment response. This single center retrospective study included 42 consecutive patients (January 2011–December 2014) with 1–2 brain metastasis from NSCLC treated with Radiosurgery (SRS). Extent of perilesional edema was measured as maximal extension from the edge of lesion and classified as minor (<10 mm) or major (≥10 mm). We analyzed Modality of Brain Recurrence (MBR), classified as in-field or out-of- field, and Brain Progression Free-Survival (BPFS) after treatment stratified according to extent of perilesional edema. Analyzing modality of brain recurrence and BPFS, after a median follow-up of 6 months, we found that patients with minor edema had a better radiological response to SRS with none in-field recurrences and a lower risk of the onset of new brain lesions (out-of-field recurrence). Instead, patients group with major edema had a worse response rate of lesions treated, further, a higher risk of out-of-field brain relapse. Extent of perilesional edema in brain metastasis from NSCLC could be a predictive factor of response and brain progression after SRS treatment alone.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Sawaya RBR, Lang FF et al (2001) Metastatic brain tumors. In: Kaye EL (ed) Brain tumors: an encyclopedic approach London, 2nd edn. Churchill Livingstone, UK, pp 999–1026

    Google Scholar 

  2. 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(4):419–425. doi:10.1200/JCO.2011.38.0527

    Article  PubMed  Google Scholar 

  3. Reveiz L, Rueda JR, Cardona AF (2012) Chemotherapy for brain metastases from small cell lung cancer. Cochrane Database Syst Rev 6:CD007464. doi:10.1002/14651858.CD007464.pub2

    Google Scholar 

  4. Margolin K, Ernstoff MS, Hamid O, Lawrence D, McDermott D, Puzanov I, Wolchok JD, Clark JI, Sznol M, Logan TF, Richards J, Michener T, Balogh A, Heller KN, Hodi FS (2012) Ipilimumab in patients with melanoma and brain metastases: an open-label, phase 2 trial. Lancet Oncol 13(5):459–465. doi:10.1016/S1470-2045(12)70090-6

    Article  CAS  PubMed  Google Scholar 

  5. Dea N, Borduas M, Kenny B, Fortin D, Mathieu D (2010) Safety and efficacy of gamma knife surgery for brain metastases in eloquent locations. J Neurosurg 113(Suppl):79–83

    PubMed  Google Scholar 

  6. Aoyama H, Tago M, Kato N, Toyoda T, Kenjyo M, Hirota S, Shioura H, Inomata T, Kunieda E, Hayakawa K, Nakagawa K, Kobashi G, Shirato H (2007) Neurocognitive function of patients with brain metastasis who received either whole brain radiotherapy plus stereotactic radiosurgery or radiosurgery alone. Int J Radiat Oncol Biol Phys 68(5):1388–1395. doi:10.1016/j.ijrobp.2007.03.048

    Article  PubMed  Google Scholar 

  7. Chang EL, Wefel JS, Hess KR, Allen PK, Lang FF, Kornguth DG, Arbuckle RB, Swint JM, Shiu AS, Maor MH, Meyers CA (2009) Neurocognition in patients with brain metastases treated with radiosurgery or radiosurgery plus whole-brain irradiation: a randomised controlled trial. Lancet Oncol 10(11):1037–1044. doi:10.1016/S1470-2045(09)70263-3

    Article  PubMed  Google Scholar 

  8. Sahgal A, Aoyama H, Kocher M, Neupane B, Collette S, Tago M, Shaw P, Beyene J, Chang EL (2015) Phase 3 trials of stereotactic radiosurgery with or without whole-brain radiation therapy for 1–4 brain metastases: individual patient data meta-analysis. Int J Radiat Oncol Biol Phys 91(4):710–717. doi:10.1016/j.ijrobp.2014.10.024

    Article  PubMed  Google Scholar 

  9. Hunter GK, Suh JH, Reuther AM, Vogelbaum MA, Barnett GH, Angelov L, Weil RJ, Neyman G, Chao ST (2012) Treatment of five or more brain metastases with stereotactic radiosurgery. Int J Radiat Oncol Biol Phys 83(5):1394–1398. doi:10.1016/j.ijrobp.2011.10.026

    Article  PubMed  Google Scholar 

  10. Raldow AC, Chiang VL, Knisely JP, Yu JB (2013) Survival and intracranial control of patients with five or more brain metastases treated with gamma knife stereotactic radiosurgery. Am J Clin Oncol 36(5):486–490. doi:10.1097/COC.0b013e31825494ef

    Article  PubMed  Google Scholar 

  11. Jairam V, Chiang VL, Yu JB, Knisely JP (2013) Role of stereotactic radiosurgery in patients with more than four brain metastases. CNS oncol 2(2):181–193. doi:10.2217/cns.13.4

    Article  CAS  PubMed  Google Scholar 

  12. Schoenegger K, Oberndorfer S, Wuschitz B, Struhal W, Hainfellner J, Prayer D, Heinzl H, Lahrmann H, Marosi C, Grisold W (2009) Peritumoral edema on MRI at initial diagnosis: an independent prognostic factor for glioblastoma? Eur J Neurol 16(7):874–878. doi:10.1111/j.1468-1331.2009.02613.x

    Article  CAS  PubMed  Google Scholar 

  13. Sperduto PW, Wang M, Robins HI, Schell MC, Werner-Wasik M, Komaki R, Souhami L, Buyyounouski MK, Khuntia D, Demas W, Shah SA, Nedzi LA, Perry G, Suh JH, Mehta MP (2013) A phase 3 trial of whole brain radiation therapy and stereotactic radiosurgery alone versus WBRT and SRS with temozolomide or erlotinib for non-small cell lung cancer and 1–3 brain metastases: Radiation Therapy Oncology Group 0320. Int J Radiat Oncol Biol Phys 85(5):1312–1318. doi:10.1016/j.ijrobp.2012.11.042

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Lin NU, Lee EQ, Aoyama H, Barani IJ, Barboriak DP, Baumert BG, Bendszus M, Brown PD, Camidge DR, Chang SM, Dancey J, de Vries EG, Gaspar LE, Harris GJ, Hodi FS, Kalkanis SN, Linskey ME, Macdonald DR, Margolin K, Mehta MP, Schiff D, Soffietti R, Suh JH, van den Bent MJ, Vogelbaum MA, Wen PY, Response Assessment in Neuro-Oncology Group (2015) Response assessment criteria for brain metastases: proposal from the RANO group. Lancet Oncol 16(6):270–278. doi:10.1016/S1470-2045(15)70057-4

    Article  Google Scholar 

  15. Sperduto PW, Chao ST, Sneed PK, Luo X, Suh J, Roberge D, Bhatt A, Jensen AW, Brown PD, Shih H, Kirkpatrick J, Schwer A, Gaspar LE, Fiveash JB, Chiang V, Knisely J, Sperduto CM, Mehta M (2010) Diagnosis-specific prognostic factors, indexes, and treatment outcomes for patients with newly diagnosed brain metastases: a multi-institutional analysis of 4259 patients. Int J Radiat Oncol Biol Phys 77(3):655–661. doi:10.1016/j.ijrobp.2009.08.025

    Article  PubMed  Google Scholar 

  16. Nieder C, Mehta MP (2009) Prognostic indices for brain metastases—usefulness and challenges. Radiat Oncol 4:10. doi:10.1186/1748-717X-4-10

    Article  PubMed  PubMed Central  Google Scholar 

  17. Mehta MP, Tsao MN, Whelan TJ, Morris DE, Hayman JA, Flickinger JC, Mills M, Rogers CL, Souhami L (2005) The American Society for Therapeutic Radiology and Oncology (ASTRO) evidence-based review of the role of radiosurgery for brain metastases. Int J Radiat Oncol Biol Phys 63(1):37–46. doi:10.1016/j.ijrobp.2005.05.023

    Article  PubMed  Google Scholar 

  18. 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(5):1155–1161

    Article  CAS  PubMed  Google Scholar 

  19. Lorenzoni J, Devriendt D, Massager N, David P, Ruiz S, Vanderlinden B, Van Houtte P, Brotchi J, Levivier M (2004) Radiosurgery for treatment of brain metastases: estimation of patient eligibility using three stratification systems. Int J Radiat Oncol Biol Phys 60(1):218–224. doi:10.1016/j.ijrobp.2004.02.017

    Article  PubMed  Google Scholar 

  20. Golden DW, Lamborn KR, McDermott MW, Kunwar S, Wara WM, Nakamura JL, Sneed PK (2008) Prognostic factors and grading systems for overall survival in patients treated with radiosurgery for brain metastases: variation by primary site. J Neurosurg 109:77–86. doi:10.3171/JNS/2008/109/12/S13

    Article  PubMed  Google Scholar 

  21. Rades D, Dziggel L, Haatanen T, Veninga T, Lohynska R, Dunst J, Schild SE (2011) Scoring systems to estimate intracerebral control and survival rates of patients irradiated for brain metastases. Int J Radiat Oncol Biol Phys 80(4):1122–1127. doi:10.1016/j.ijrobp.2010.03.031

    Article  PubMed  Google Scholar 

  22. Rodrigues G, Bauman G, Palma D, Louie AV, Mocanu J, Senan S, Lagerwaard F (2013) Systematic review of brain metastases prognostic indices. Pract Radiat Oncol 3(2):101–106. doi:10.1016/j.prro.2012.04.001

    Article  PubMed  Google Scholar 

  23. Pope WB, Sayre J, Perlina A, Villablanca JP, Mischel PS, Cloughesy TF (2005) MR imaging correlates of survival in patients with high-grade gliomas. AJNR Am J Neuroradiol 26(10):2466–2474

    PubMed  Google Scholar 

  24. Halshtok Neiman O, Sadetzki S, Chetrit A, Raskin S, Yaniv G, Hoffmann C (2013) Perfusion-weighted imaging of peritumoral edema can aid in the differential diagnosis of glioblastoma mulltiforme versus brain metastasis. Israel Med Assoc J 15(2):103–105

    Google Scholar 

  25. Vandendries C, Ducreux D, Lacroix C, Ducot B, Saliou G (2014) Statistical analysis of multi-b factor diffusion weighted images can help distinguish between vasogenic and tumor-infiltrated edema. J Magn Reson Imaging 40(3):622–629. doi:10.1002/jmri.24399

    Article  PubMed  Google Scholar 

  26. Lacroix M, Abi-Said D, Fourney DR, Gokaslan ZL, Shi W, DeMonte F, Lang FF, McCutcheon IE, Hassenbusch SJ, Holland E, Hess K, Michael C, Miller D, Sawaya R (2001) A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival. J Neurosurg 95(2):190–198. doi:10.3171/jns.2001.95.2.0190

    Article  CAS  PubMed  Google Scholar 

  27. Spanberger T, Berghoff AS, Dinhof C, Ilhan-Mutlu A, Magerle M, Hutterer M, Pichler J, Wohrer A, Hackl M, Widhalm G, Hainfellner JA, Dieckmann K, Marosi C, Birner P, Prayer D, Preusser M (2013) Extent of peritumoral brain edema correlates with prognosis, tumoral growth pattern, HIF1a expression and angiogenic activity in patients with single brain metastases. Clin Exp Metastasis 30(4):357–368. doi:10.1007/s10585-012-9542-9

    Article  CAS  PubMed  Google Scholar 

  28. Berghoff AS, Fuchs E, Ricken G, Mlecnik B, Bindea G, Spanberger T, Hackl M, Widhalm G, Dieckmann K, Prayer D, Bilocq A, Heinzl H, Zielinski C, Bartsch R, Birner P, Galon J, Preusser M (2016) Density of tumor-infiltrating lymphocytes correlates with extent of brain edema and overall survival time in patients with brain metastases. Oncoimmunology 5(1):e1057388. doi:10.1080/2162402X.2015.1057388

    Article  PubMed  Google Scholar 

  29. Ryken TC, McDermott M, Robinson PD, Ammirati M, Andrews DW, Asher AL, Burri SH, Cobbs CS, Gaspar LE, Kondziolka D, Linskey ME, Loeffler JS, Mehta MP, Mikkelsen T, Olson JJ, Paleologos NA, Patchell RA, Kalkanis SN (2010) The role of steroids in the management of brain metastases: a systematic review and evidence-based clinical practice guideline. J Neurooncol 96(1):103–114. doi:10.1007/s11060-009-0057-4

    Article  CAS  PubMed  Google Scholar 

  30. Berghoff AS, Ilhan-Mutlu A, Wohrer A, Hackl M, Widhalm G, Hainfellner JA, Dieckmann K, Melchardt T, Dome B, Heinzl H, Birner P, Preusser M (2014) Prognostic significance of Ki67 proliferation index, HIF1 alpha index and microvascular density in patients with non-small cell lung cancer brain metastases. Strahlentherapie und Onkologie 190(7):676–685. doi:10.1007/s00066-014-0639-8

    Article  CAS  PubMed  Google Scholar 

  31. Haikerwal SJ, Hagekyriakou J, MacManus M, Martin OA, Haynes NM (2015) Building immunity to cancer with radiation therapy. Cancer Lett 368(2):198–208. doi:10.1016/j.canlet.2015.01.009

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Paolo Tini.

Ethics declarations

Conflict of interest

The authors repost no conflict of interest concerning the materials or method used in this study or the findings specified in this paper.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tini, P., Nardone, V., Pastina, P. et al. Perilesional edema in brain metastasis from non-small cell lung cancer (NSCLC) as predictor of response to radiosurgery (SRS). Neurol Sci 38, 975–982 (2017). https://doi.org/10.1007/s10072-017-2876-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10072-017-2876-y

Keywords

Navigation