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Published in: Journal of Neuro-Oncology 3/2017

Open Access 01-02-2017 | Clinical Study

Use of diffusion-weighted MRI to modify radiosurgery planning in brain metastases may reduce local recurrence

Authors: Rasheed Zakaria, Andreas Pomschar, Michael D. Jenkinson, Jörg-Christian Tonn, Claus Belka, Birgit Ertl-Wagner, Maximilian Niyazi

Published in: Journal of Neuro-Oncology | Issue 3/2017

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Abstract

Stereotactic radiosurgery (SRS) is an effective and well tolerated treatment for selected brain metastases; however, local recurrence still occurs. We investigated the use of diffusion weighted MRI (DWI) as an adjunct for SRS treatment planning in brain metastases. Seventeen consecutive patients undergoing complete surgical resection of a solitary brain metastasis underwent image analysis retrospectively. SRS treatment plans were generated based on standard 3D post-contrast T1-weighted sequences at 1.5T and then separately using apparent diffusion coefficient (ADC) maps in a blinded fashion. Control scans immediately post operation confirmed complete tumour resection. Treatment plans were compared to one another and with volume of local recurrence at progression quantitatively and qualitatively by calculating the conformity index (CI), the overlapping volume as a proportion of the total combined volume, where 1 = identical plans and 0 = no conformation whatsoever. Gross tumour volumes (GTVs) using ADC and post-contrast T1-weighted sequences were quantitatively the same (related samples Wilcoxon signed rank test = −0.45, p = 0.653) but showed differing conformations (CI 0.53, p < 0.001). The diffusion treatment volume (DTV) obtained by combining the two target volumes was significantly greater than the treatment volume based on post contrast T1-weighted MRI alone, both quantitatively (median 13.65 vs. 9.52 cm3, related samples Wilcoxon signed rank test p < 0.001) and qualitatively (CI 0.74, p = 0.001). This DTV covered a greater volume of subsequent tumour recurrence than the standard plan (median 3.53 cm3 vs. 3.84 cm3, p = 0.002). ADC maps may be a useful tool in addition to the standard post-contrast T1-weighted sequence used for SRS planning.
Literature
1.
go back to reference Ostrom QT, Gittleman H, Liao P, Rouse C, Chen Y, Dowling J, Wolinsky Y, Kruchko C, Barnholtz-Sloan J (2014) CBTRUS statistical report: primary brain and central nervous system tumors diagnosed in the United States in 2007–2011. Neuro-oncology 16(Suppl 4):iv1–iv63. doi:10.1093/neuonc/nou223 CrossRefPubMedPubMedCentral Ostrom QT, Gittleman H, Liao P, Rouse C, Chen Y, Dowling J, Wolinsky Y, Kruchko C, Barnholtz-Sloan J (2014) CBTRUS statistical report: primary brain and central nervous system tumors diagnosed in the United States in 2007–2011. Neuro-oncology 16(Suppl 4):iv1–iv63. doi:10.​1093/​neuonc/​nou223 CrossRefPubMedPubMedCentral
6.
go back to reference Siam L, Bleckmann A, Chaung HN, Mohr A, Klemm F, Barrantes-Freer A, Blazquez R, Wolff HA, Luke F, Rohde V, Stadelmann C, Pukrop T (2015) The metastatic infiltration at the metastasis/brain parenchyma-interface is very heterogeneous and has a significant impact on survival in a prospective study. Oncotarget 6:29254–29267. doi:10.18632/oncotarget.4201 PubMedPubMedCentral Siam L, Bleckmann A, Chaung HN, Mohr A, Klemm F, Barrantes-Freer A, Blazquez R, Wolff HA, Luke F, Rohde V, Stadelmann C, Pukrop T (2015) The metastatic infiltration at the metastasis/brain parenchyma-interface is very heterogeneous and has a significant impact on survival in a prospective study. Oncotarget 6:29254–29267. doi:10.​18632/​oncotarget.​4201 PubMedPubMedCentral
7.
10.
13.
go back to reference Berghoff AS, Spanberger T, Ilhan-Mutlu A, Magerle M, Hutterer M, Woehrer A, Hackl M, Widhalm G, Dieckmann K, Marosi C, Birner P, Prayer D, Preusser M (2013) Preoperative diffusion-weighted imaging of single brain metastases correlates with patient survival times. PloS One 8:e55464. doi:10.1371/journal.pone.0055464 CrossRefPubMedPubMedCentral Berghoff AS, Spanberger T, Ilhan-Mutlu A, Magerle M, Hutterer M, Woehrer A, Hackl M, Widhalm G, Dieckmann K, Marosi C, Birner P, Prayer D, Preusser M (2013) Preoperative diffusion-weighted imaging of single brain metastases correlates with patient survival times. PloS One 8:e55464. doi:10.​1371/​journal.​pone.​0055464 CrossRefPubMedPubMedCentral
14.
go back to reference Serres S, Martin CJ, Sarmiento Soto M, Bristow C, O’Brien ER, Connell JJ, Khrapitchev AA, Sibson NR (2014) Structural and functional effects of metastases in rat brain determined by multimodal MRI. Int J Cancer 134:885–896. doi:10.1002/ijc.28406 CrossRefPubMed Serres S, Martin CJ, Sarmiento Soto M, Bristow C, O’Brien ER, Connell JJ, Khrapitchev AA, Sibson NR (2014) Structural and functional effects of metastases in rat brain determined by multimodal MRI. Int J Cancer 134:885–896. doi:10.​1002/​ijc.​28406 CrossRefPubMed
15.
go back to reference Lee CC, Wintermark M, Xu Z, Yen CP, Schlesinger D, Sheehan JP (2014) Application of diffusion-weighted magnetic resonance imaging to predict the intracranial metastatic tumor response to gamma knife radiosurgery. J Neurooncol 118:351–361. doi:10.1007/s11060-014-1439-9 CrossRefPubMed Lee CC, Wintermark M, Xu Z, Yen CP, Schlesinger D, Sheehan JP (2014) Application of diffusion-weighted magnetic resonance imaging to predict the intracranial metastatic tumor response to gamma knife radiosurgery. J Neurooncol 118:351–361. doi:10.​1007/​s11060-014-1439-9 CrossRefPubMed
17.
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: 134–141. doi:10.1200/jco.2010.30.1655 CrossRefPubMed 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: 134–141. doi:10.​1200/​jco.​2010.​30.​1655 CrossRefPubMed
18.
go back to reference Kirkpatrick JP, Wang Z, Sampson JH, McSherry F, Herndon JE 2nd, Allen KJ, Duffy E, Hoang JK, Chang Z, Yoo DS, Kelsey CR, Yin FF (2015) Defining the optimal planning target volume in image-guided stereotactic radiosurgery of brain metastases: results of a randomized trial. Int J Radiat Oncol Biol Phys 91:100–108. doi:10.1016/j.ijrobp.2014.09.004 CrossRefPubMed Kirkpatrick JP, Wang Z, Sampson JH, McSherry F, Herndon JE 2nd, Allen KJ, Duffy E, Hoang JK, Chang Z, Yoo DS, Kelsey CR, Yin FF (2015) Defining the optimal planning target volume in image-guided stereotactic radiosurgery of brain metastases: results of a randomized trial. Int J Radiat Oncol Biol Phys 91:100–108. doi:10.​1016/​j.​ijrobp.​2014.​09.​004 CrossRefPubMed
19.
go back to reference Kocher M, Wittig A, Piroth MD, Treuer H, Seegenschmiedt H, Ruge M, Grosu AL, Guckenberger M (2014) Stereotactic radiosurgery for treatment of brain metastases. A report of the DEGRO Working Group on Stereotactic Radiotherapy. Strahlenther Onkol 190:521–532. doi:10.1007/s00066-014-0648-7 CrossRefPubMed Kocher M, Wittig A, Piroth MD, Treuer H, Seegenschmiedt H, Ruge M, Grosu AL, Guckenberger M (2014) Stereotactic radiosurgery for treatment of brain metastases. A report of the DEGRO Working Group on Stereotactic Radiotherapy. Strahlenther Onkol 190:521–532. doi:10.​1007/​s00066-014-0648-7 CrossRefPubMed
21.
go back to reference Levivier M, Massager N, Wikler D, Lorenzoni J, Ruiz S, Devriendt D, David P, Desmedt F, Simon S, Van Houtte P, Brotchi J, Goldman S (2004) Use of stereotactic PET images in dosimetry planning of radiosurgery for brain tumors: clinical experience and proposed classification. J Nucl Med 45:1146–1154PubMed Levivier M, Massager N, Wikler D, Lorenzoni J, Ruiz S, Devriendt D, David P, Desmedt F, Simon S, Van Houtte P, Brotchi J, Goldman S (2004) Use of stereotactic PET images in dosimetry planning of radiosurgery for brain tumors: clinical experience and proposed classification. J Nucl Med 45:1146–1154PubMed
22.
go back to reference Levivier M, Wikier D, Goldman S, David P, Metens T, Massager N, Gerosa M, Devriendt D, Desmedt F, Simon S, Van Houtte P, Brotchi J (2000) Integration of the metabolic data of positron emission tomography in the dosimetry planning of radiosurgery with the gamma knife: early experience with brain tumors. Technical note. J Neurosurg 93(Suppl 3):233–238. doi:10.3171/jns.2000.93.supplement PubMed Levivier M, Wikier D, Goldman S, David P, Metens T, Massager N, Gerosa M, Devriendt D, Desmedt F, Simon S, Van Houtte P, Brotchi J (2000) Integration of the metabolic data of positron emission tomography in the dosimetry planning of radiosurgery with the gamma knife: early experience with brain tumors. Technical note. J Neurosurg 93(Suppl 3):233–238. doi:10.​3171/​jns.​2000.​93.​supplement PubMed
Metadata
Title
Use of diffusion-weighted MRI to modify radiosurgery planning in brain metastases may reduce local recurrence
Authors
Rasheed Zakaria
Andreas Pomschar
Michael D. Jenkinson
Jörg-Christian Tonn
Claus Belka
Birgit Ertl-Wagner
Maximilian Niyazi
Publication date
01-02-2017
Publisher
Springer US
Published in
Journal of Neuro-Oncology / Issue 3/2017
Print ISSN: 0167-594X
Electronic ISSN: 1573-7373
DOI
https://doi.org/10.1007/s11060-016-2320-9

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