Skip to main content
Top
Published in: Journal of Neuro-Oncology 2/2016

01-06-2016 | Clinical Study

Pre-treatment factors associated with detecting additional brain metastases at stereotactic radiosurgery

Authors: Zabi Wardak, Alexander Augustyn, Hong Zhu, Bruce E. Mickey, Louis A. Whitworth, Christopher J. Madden, Samuel L. Barnett, Ramzi E. Abdulrahman, Lucien A. Nedzi, Robert D. Timmerman, Kevin S. Choe

Published in: Journal of Neuro-Oncology | Issue 2/2016

Login to get access

Abstract

The number of brain metastases identified on diagnostic magnetic resonance imaging (MRI) is a key factor in consideration of stereotactic radiosurgery (SRS). However, additional lesions are often detected on high-resolution SRS-planning MRI. We investigated pre-treatment clinical characteristics that are associated with finding additional metastases at SRS. Patients treated with SRS for brain metastases between the years of 2009–2014 comprised the study cohort. All patients underwent frame-fixed, 1 mm thick MRI on the day of SRS. Patient, tumor, and treatment characteristics were analyzed for an association with increase in number of metastases identified on SRS-planning MRI. 289 consecutive SRS cases were analyzed. 725 metastases were identified on pre-treatment MRI and 1062 metastases were identified on SRS-planning MRI. An increase in the number of metastases occurred in 34 % of the cases. On univariate analysis, more than four metastases and the diameter of the largest lesion were significantly associated with an increase in number of metastases on SRS-planning MRI. When stratified by the diameter of the largest lesion into <2, 2–3, or ≥3 cm, additional metastases were identified in 37, 29, and 18 %, respectively. While this increase in the number of metastases is largely due to the difference in imaging technique, the number and size of the metastases were also associated with finding additional lesions. These clinical factors may be considered when determining treatment options for brain metastases.
Literature
2.
go back to reference 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 CrossRefPubMed 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 CrossRefPubMed
3.
go back to reference Sperduto PW, Berkey B, Gaspar LE, Mehta M, Curran W (2008) A new prognostic index and comparison to three other indices for patients with brain metastases: an analysis of 1,960 patients in the RTOG database. Int J Radiat Oncol Biol Phys 70(2):510–514. doi:10.1016/j.ijrobp.2007.06.074 CrossRefPubMed Sperduto PW, Berkey B, Gaspar LE, Mehta M, Curran W (2008) A new prognostic index and comparison to three other indices for patients with brain metastases: an analysis of 1,960 patients in the RTOG database. Int J Radiat Oncol Biol Phys 70(2):510–514. doi:10.​1016/​j.​ijrobp.​2007.​06.​074 CrossRefPubMed
4.
go back to reference Mathieu D, Kondziolka D, Cooper PB, Flickinger JC, Niranjan A, Agarwala S, Kirkwood J, Lunsford LD (2007) Gamma knife radiosurgery in the management of malignant melanoma brain metastases. Neurosurgery 60(3):471–481. doi:10.1227/01.NEU.0000255342.10780.52 (discussion 481–472) PubMed Mathieu D, Kondziolka D, Cooper PB, Flickinger JC, Niranjan A, Agarwala S, Kirkwood J, Lunsford LD (2007) Gamma knife radiosurgery in the management of malignant melanoma brain metastases. Neurosurgery 60(3):471–481. doi:10.​1227/​01.​NEU.​0000255342.​10780.​52 (discussion 481–472) PubMed
6.
go back to reference 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 CrossRefPubMed 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 CrossRefPubMed
7.
go back to reference Aoyama H, Shirato H, Tago M, Nakagawa K, Toyoda T, Hatano K, Kenjyo M, Oya N, Hirota S, Shioura H, Kunieda E, Inomata T, Hayakawa K, Katoh N, Kobashi G (2006) Stereotactic radiosurgery plus whole-brain radiation therapy vs stereotactic radiosurgery alone for treatment of brain metastases: a randomized controlled trial. JAMA 295(21):2483–2491. doi:10.1001/jama.295.21.2483 CrossRefPubMed Aoyama H, Shirato H, Tago M, Nakagawa K, Toyoda T, Hatano K, Kenjyo M, Oya N, Hirota S, Shioura H, Kunieda E, Inomata T, Hayakawa K, Katoh N, Kobashi G (2006) Stereotactic radiosurgery plus whole-brain radiation therapy vs stereotactic radiosurgery alone for treatment of brain metastases: a randomized controlled trial. JAMA 295(21):2483–2491. doi:10.​1001/​jama.​295.​21.​2483 CrossRefPubMed
8.
go back to reference Andrews DW, Scott CB, Sperduto PW, Flanders AE, Gaspar LE, Schell MC, Werner-Wasik M, Demas W, Ryu J, Bahary JP, Souhami L, Rotman M, Mehta MP, Curran WJ Jr (2004) Whole brain radiation therapy with or without stereotactic radiosurgery boost for patients with one to three brain metastases: phase III results of the RTOG 9508 randomised trial. Lancet 363(9422):1665–1672. doi:10.1016/S0140-6736(04)16250-8 CrossRefPubMed Andrews DW, Scott CB, Sperduto PW, Flanders AE, Gaspar LE, Schell MC, Werner-Wasik M, Demas W, Ryu J, Bahary JP, Souhami L, Rotman M, Mehta MP, Curran WJ Jr (2004) Whole brain radiation therapy with or without stereotactic radiosurgery boost for patients with one to three brain metastases: phase III results of the RTOG 9508 randomised trial. Lancet 363(9422):1665–1672. doi:10.​1016/​S0140-6736(04)16250-8 CrossRefPubMed
10.
go back to reference Engh JA, Flickinger JC, Niranjan A, Amin DV, Kondziolka DS, Lunsford LD (2007) Optimizing intracranial metastasis detection for stereotactic radiosurgery. Stereotact Funct Neurosurg 85(4):162–168. doi:10.1159/000099075 CrossRefPubMed Engh JA, Flickinger JC, Niranjan A, Amin DV, Kondziolka DS, Lunsford LD (2007) Optimizing intracranial metastasis detection for stereotactic radiosurgery. Stereotact Funct Neurosurg 85(4):162–168. doi:10.​1159/​000099075 CrossRefPubMed
11.
go back to reference Henley SJ, Singh SD, King J, Wilson R, O’Neil ME, Ryerson AB, Centers for Disease C, Prevention (2015) Invasive cancer incidence and survival—United States. MMWR Morb Mortal Wkly Rep 64(9):237–242PubMed Henley SJ, Singh SD, King J, Wilson R, O’Neil ME, Ryerson AB, Centers for Disease C, Prevention (2015) Invasive cancer incidence and survival—United States. MMWR Morb Mortal Wkly Rep 64(9):237–242PubMed
12.
go back to reference Barnholtz-Sloan JS, Sloan AE, Davis FG, Vigneau FD, Lai P, Sawaya RE (2004) Incidence proportions of brain metastases in patients diagnosed (1973 to 2001) in the Metropolitan Detroit Cancer Surveillance System. J Clin Oncol 22(14):2865–2872. doi:10.1200/JCO.2004.12.149 CrossRefPubMed Barnholtz-Sloan JS, Sloan AE, Davis FG, Vigneau FD, Lai P, Sawaya RE (2004) Incidence proportions of brain metastases in patients diagnosed (1973 to 2001) in the Metropolitan Detroit Cancer Surveillance System. J Clin Oncol 22(14):2865–2872. doi:10.​1200/​JCO.​2004.​12.​149 CrossRefPubMed
13.
go back to reference Fabi A, Felici A, Metro G, Mirri A, Bria E, Telera S, Moscetti L, Russillo M, Lanzetta G, Mansueto G, Pace A, Maschio M, Vidiri A, Sperduti I, Cognetti F, Carapella CM (2011) Brain metastases from solid tumors: disease outcome according to type of treatment and therapeutic resources of the treating center. J Exp Clin Cancer Res 30:10. doi:10.1186/1756-9966-30-10 CrossRefPubMedPubMedCentral Fabi A, Felici A, Metro G, Mirri A, Bria E, Telera S, Moscetti L, Russillo M, Lanzetta G, Mansueto G, Pace A, Maschio M, Vidiri A, Sperduti I, Cognetti F, Carapella CM (2011) Brain metastases from solid tumors: disease outcome according to type of treatment and therapeutic resources of the treating center. J Exp Clin Cancer Res 30:10. doi:10.​1186/​1756-9966-30-10 CrossRefPubMedPubMedCentral
14.
go back to reference Kocher M, Soffietti R, Abacioglu U, Villa S, Fauchon F, Baumert BG, Fariselli L, Tzuk-Shina T, Kortmann RD, Carrie C, Ben Hassel M, Kouri M, Valeinis E, van den Berge D, Collette S, Collette L, Mueller RP (2011) Adjuvant whole-brain radiotherapy versus observation after radiosurgery or surgical resection of one to three cerebral metastases: results of the EORTC 22952-26001 study. J Clin Oncol 29(2):134–141. doi:10.1200/JCO.2010.30.1655 CrossRefPubMedPubMedCentral Kocher M, Soffietti R, Abacioglu U, Villa S, Fauchon F, Baumert BG, Fariselli L, Tzuk-Shina T, Kortmann RD, Carrie C, Ben Hassel M, Kouri M, Valeinis E, van den Berge D, Collette S, Collette L, Mueller RP (2011) Adjuvant whole-brain radiotherapy versus observation after radiosurgery or surgical resection of one to three cerebral metastases: results of the EORTC 22952-26001 study. J Clin Oncol 29(2):134–141. doi:10.​1200/​JCO.​2010.​30.​1655 CrossRefPubMedPubMedCentral
15.
go back to reference 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(4):387–395. doi:10.1016/S1470-2045(14)70061-0 CrossRefPubMed 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(4):387–395. doi:10.​1016/​S1470-2045(14)70061-0 CrossRefPubMed
16.
go back to reference Schellinger PD, Meinck HM, Thron A (1999) Diagnostic accuracy of MRI compared to CCT in patients with brain metastases. J Neurooncol 44(3):275–281CrossRefPubMed Schellinger PD, Meinck HM, Thron A (1999) Diagnostic accuracy of MRI compared to CCT in patients with brain metastases. J Neurooncol 44(3):275–281CrossRefPubMed
17.
go back to reference Kim ES, Chang JH, Choi HS, Kim J, Lee SK (2010) Diagnostic yield of double-dose gadobutrol in the detection of brain metastasis: intraindividual comparison with double-dose gadopentetate dimeglumine. AJNR Am J Neuroradiol 31(6):1055–1058. doi:10.3174/ajnr.A2010 CrossRefPubMed Kim ES, Chang JH, Choi HS, Kim J, Lee SK (2010) Diagnostic yield of double-dose gadobutrol in the detection of brain metastasis: intraindividual comparison with double-dose gadopentetate dimeglumine. AJNR Am J Neuroradiol 31(6):1055–1058. doi:10.​3174/​ajnr.​A2010 CrossRefPubMed
18.
go back to reference Ba-Ssalamah A, Nobauer-Huhmann IM, Pinker K, Schibany N, Prokesch R, Mehrain S, Mlynarik V, Fog A, Heimberger K, Trattnig S (2003) Effect of contrast dose and field strength in the magnetic resonance detection of brain metastases. Invest Radiol 38(7):415–422. doi:10.1097/01.RLI.0000067488.57101.bd PubMed Ba-Ssalamah A, Nobauer-Huhmann IM, Pinker K, Schibany N, Prokesch R, Mehrain S, Mlynarik V, Fog A, Heimberger K, Trattnig S (2003) Effect of contrast dose and field strength in the magnetic resonance detection of brain metastases. Invest Radiol 38(7):415–422. doi:10.​1097/​01.​RLI.​0000067488.​57101.​bd PubMed
19.
go back to reference Biswas J, Nelson CB, Runge VM, Wintersperger BJ, Baumann SS, Jackson CB, Patel T (2005) Brain tumor enhancement in magnetic resonance imaging: comparison of signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) at 1.5 versus 3 tesla. Invest Radiol 40(12):792–797CrossRefPubMed Biswas J, Nelson CB, Runge VM, Wintersperger BJ, Baumann SS, Jackson CB, Patel T (2005) Brain tumor enhancement in magnetic resonance imaging: comparison of signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) at 1.5 versus 3 tesla. Invest Radiol 40(12):792–797CrossRefPubMed
20.
go back to reference Nobauer-Huhmann IM, Ba-Ssalamah A, Mlynarik V, Barth M, Schoggl A, Heimberger K, Matula C, Fog A, Kaider A, Trattnig S (2002) Magnetic resonance imaging contrast enhancement of brain tumors at 3 tesla versus 1.5 tesla. Invest Radiol 37(3):114–119CrossRefPubMed Nobauer-Huhmann IM, Ba-Ssalamah A, Mlynarik V, Barth M, Schoggl A, Heimberger K, Matula C, Fog A, Kaider A, Trattnig S (2002) Magnetic resonance imaging contrast enhancement of brain tumors at 3 tesla versus 1.5 tesla. Invest Radiol 37(3):114–119CrossRefPubMed
Metadata
Title
Pre-treatment factors associated with detecting additional brain metastases at stereotactic radiosurgery
Authors
Zabi Wardak
Alexander Augustyn
Hong Zhu
Bruce E. Mickey
Louis A. Whitworth
Christopher J. Madden
Samuel L. Barnett
Ramzi E. Abdulrahman
Lucien A. Nedzi
Robert D. Timmerman
Kevin S. Choe
Publication date
01-06-2016
Publisher
Springer US
Published in
Journal of Neuro-Oncology / Issue 2/2016
Print ISSN: 0167-594X
Electronic ISSN: 1573-7373
DOI
https://doi.org/10.1007/s11060-016-2103-3

Other articles of this Issue 2/2016

Journal of Neuro-Oncology 2/2016 Go to the issue