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Published in: Strahlentherapie und Onkologie 10/2014

01-10-2014 | Original article

Diffusion tensor imaging for target volume definition in glioblastoma multiforme

Authors: Jatta Berberat, Ph.D., Jane McNamara, Luca Remonda, Stephan Bodis, Susanne Rogers

Published in: Strahlentherapie und Onkologie | Issue 10/2014

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Abstract

Introduction

Diffusion tensor imaging (DTI) is an MR-based technique that may better detect the peritumoural region than MRI. Our aim was to explore the feasibility of using DTI for target volume delineation in glioblastoma patients.

Materials and methods

MR tensor tracts and maps of the isotropic (p) and anisotropic (q) components of water diffusion were coregistered with CT in 13 glioblastoma patients. An in-house image processing program was used to analyse water diffusion in each voxel of interest in the region of the tumour. Tumour infiltration was mapped according to validated criteria and contralateral normal brain was used as an internal control. A clinical target volume (CTV) was generated based on the T1-weighted image obtained using contrast agent (T1Gd), tractography and the infiltration map. This was compared to a conventional T2-weighted CTV (T2-w CTV).

Results

Definition of a diffusion-based CTV that included the adjacent white matter tracts proved highly feasible. A statistically significant difference was detected between the DTI-CTV and T2-w CTV volumes (p < 0.005, t = 3.480). As the DTI-CTVs were smaller than the T2-w CTVs (tumour plus peritumoural oedema), the pq maps were not simply detecting oedema. Compared to the clinical planning target volume (PTV), the DTI-PTV showed a trend towards volume reduction. These diffusion-based volumes were smaller than conventional volumes, yet still included sites of tumour recurrence.

Conclusion

Extending the CTV along the abnormal tensor tracts in order to preserve coverage of the likely routes of dissemination, whilst sparing uninvolved brain, is a rational approach to individualising radiotherapy planning for glioblastoma patients.
Literature
1.
go back to reference Stupp R, Mason WP, van den Bent MJ et al (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352:987–996PubMedCrossRef Stupp R, Mason WP, van den Bent MJ et al (2005) Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. N Engl J Med 352:987–996PubMedCrossRef
2.
go back to reference Price SJ, Jena R, Burnet NG, Carpenter TA, Pickard JD, Gillard JH (2007) Predicting patterns of glioma recurrence using diffusion tensor imaging. Eur Radiol 17:1675–1684PubMedCrossRef Price SJ, Jena R, Burnet NG, Carpenter TA, Pickard JD, Gillard JH (2007) Predicting patterns of glioma recurrence using diffusion tensor imaging. Eur Radiol 17:1675–1684PubMedCrossRef
3.
4.
go back to reference Scherer HJ (1938) Structural development in gliomas. Am J Cancer 34:333–351 Scherer HJ (1938) Structural development in gliomas. Am J Cancer 34:333–351
5.
go back to reference Scherer HJ (1940) The forms of growth in gliomas and their practical significance. Brain 63:1–35CrossRef Scherer HJ (1940) The forms of growth in gliomas and their practical significance. Brain 63:1–35CrossRef
6.
go back to reference Creak AL, Tree A, Saran F (2011) Radiotherapy planning in high-grade gliomas: a survey of current UK practice. Clin. Oncol (R Coll Radiol) 23:189–198 Creak AL, Tree A, Saran F (2011) Radiotherapy planning in high-grade gliomas: a survey of current UK practice. Clin. Oncol (R Coll Radiol) 23:189–198
7.
go back to reference Piroth MD; Pinkawa M, Hoy R et al (2012) Integrated boost IMRT with FET-PET-adapted local dose escalation in glioblastomas. Results of a prospective phase II study. Strahlenther Onkol 188:334–9PubMedCrossRef Piroth MD; Pinkawa M, Hoy R et al (2012) Integrated boost IMRT with FET-PET-adapted local dose escalation in glioblastomas. Results of a prospective phase II study. Strahlenther Onkol 188:334–9PubMedCrossRef
8.
go back to reference Witwer BP, Moftakhar R, Hasan KM et al (2002) Diffusion-tensor imaging of white matter tracts in patients with cerebral neoplasm. J Neurosurg 97:568–575PubMedCrossRef Witwer BP, Moftakhar R, Hasan KM et al (2002) Diffusion-tensor imaging of white matter tracts in patients with cerebral neoplasm. J Neurosurg 97:568–575PubMedCrossRef
9.
go back to reference Field AS, Alexander AL, Wu YC, Hasan KM, Witwer B, Badie B (2004) Diffusion tensor eigenvector directional color imaging patterns in the evaluation of cerebral white matter tracts altered by tumour. J Magn Reson Imaging 20:555–562PubMedCrossRef Field AS, Alexander AL, Wu YC, Hasan KM, Witwer B, Badie B (2004) Diffusion tensor eigenvector directional color imaging patterns in the evaluation of cerebral white matter tracts altered by tumour. J Magn Reson Imaging 20:555–562PubMedCrossRef
10.
go back to reference Price SJ, Pena A, Burnet NG et al (2004) Tissue signature characterisation of diffusion tensor abnormalities in cerebral gliomas. Eur Radiol 14:1909–1917PubMedCrossRef Price SJ, Pena A, Burnet NG et al (2004) Tissue signature characterisation of diffusion tensor abnormalities in cerebral gliomas. Eur Radiol 14:1909–1917PubMedCrossRef
11.
go back to reference Price SJ, Jena R, Burnet NG et al (2006) Improved delineation of glioma margins and regions of infiltration using diffusion tensor imaging: an image-guided biopsy study. AJNR Am J Neuroradiol 27:1969–1974PubMed Price SJ, Jena R, Burnet NG et al (2006) Improved delineation of glioma margins and regions of infiltration using diffusion tensor imaging: an image-guided biopsy study. AJNR Am J Neuroradiol 27:1969–1974PubMed
12.
go back to reference Price SJ, Burnet NG, Donovan T et al (2003) Diffusion tensor imaging of brain tumours at 3T: a potential tool for assessing white matter tract invasion? Clin Radiol 58:455–462PubMedCrossRef Price SJ, Burnet NG, Donovan T et al (2003) Diffusion tensor imaging of brain tumours at 3T: a potential tool for assessing white matter tract invasion? Clin Radiol 58:455–462PubMedCrossRef
13.
go back to reference Provenzale JM, McGraw P, Mhatre P, Guo AC, Delong D (2004) Peritumoural brain regions in gliomas and meningiomas: investigation with isotropic diffusion-weighted MR imaging and diffusion-tensor MR imaging. Radiology 232:451–460PubMedCrossRef Provenzale JM, McGraw P, Mhatre P, Guo AC, Delong D (2004) Peritumoural brain regions in gliomas and meningiomas: investigation with isotropic diffusion-weighted MR imaging and diffusion-tensor MR imaging. Radiology 232:451–460PubMedCrossRef
14.
go back to reference Price SJ, Pena A, Burnet NG, Pickard JD, Gillard JH (2004) Detecting glioma invasion of the corpus callosum using diffusion tensor imaging. Br J Neurosurg 18:391–395PubMedCrossRef Price SJ, Pena A, Burnet NG, Pickard JD, Gillard JH (2004) Detecting glioma invasion of the corpus callosum using diffusion tensor imaging. Br J Neurosurg 18:391–395PubMedCrossRef
15.
go back to reference Zhou XJ, Leeds NE, Poonawalla AH et al (2003) Assessment of tumour cell infiltration along white-matter fiber tracts using diffusion tensor imaging. Proc Intl Soc Mag Reson Med 11:2238 Zhou XJ, Leeds NE, Poonawalla AH et al (2003) Assessment of tumour cell infiltration along white-matter fiber tracts using diffusion tensor imaging. Proc Intl Soc Mag Reson Med 11:2238
16.
go back to reference Intven M, Reerink O, Philippens ME (2013) Diffusion-weighted MRI in locally advanced rectal cancer: pathological response prediction after noe-adjuvant radiochemotherapy. Strahlenther Onkol 189:117–122PubMedCrossRef Intven M, Reerink O, Philippens ME (2013) Diffusion-weighted MRI in locally advanced rectal cancer: pathological response prediction after noe-adjuvant radiochemotherapy. Strahlenther Onkol 189:117–122PubMedCrossRef
17.
go back to reference Server A, Kulle B, Maehlen J et al (2009) Quantitative apparent diffusion coefficients in the characterization of brain tumours and associated peritumoural oedema. Acta Radiol 50:682–689PubMedCrossRef Server A, Kulle B, Maehlen J et al (2009) Quantitative apparent diffusion coefficients in the characterization of brain tumours and associated peritumoural oedema. Acta Radiol 50:682–689PubMedCrossRef
18.
go back to reference Van Westen D, Lätt J, Englund E, Brockstedt S, Larsen EM (2006) Tumour extension in high-grade gliomas assessed with diffusion magnetic resonance imaging: values and lesion-to-brain ratios of apparent diffusion coefficient and fractional anisotropy. Acta Radiol 47:311–319PubMedCrossRef Van Westen D, Lätt J, Englund E, Brockstedt S, Larsen EM (2006) Tumour extension in high-grade gliomas assessed with diffusion magnetic resonance imaging: values and lesion-to-brain ratios of apparent diffusion coefficient and fractional anisotropy. Acta Radiol 47:311–319PubMedCrossRef
19.
go back to reference Berberat J, Eberle B, Rogers S et al (2013) Anisotropic phantom measurements for quality assured use of diffusion tensor imaging in clinical practice. Acta Radiol 54:576–580PubMed Berberat J, Eberle B, Rogers S et al (2013) Anisotropic phantom measurements for quality assured use of diffusion tensor imaging in clinical practice. Acta Radiol 54:576–580PubMed
20.
go back to reference Basser PJ, Mattiello J, LeBihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103:247–254PubMedCrossRef Basser PJ, Mattiello J, LeBihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103:247–254PubMedCrossRef
21.
go back to reference McDonald MW, Shu HK, Curran WJ Jr, Crocker IR (2011) Pattern of failure after limited margin radiotherapy and temozolamide for glioblastoma. Int J Radiat Oncol Biol Phys 79:130–136PubMedCrossRef McDonald MW, Shu HK, Curran WJ Jr, Crocker IR (2011) Pattern of failure after limited margin radiotherapy and temozolamide for glioblastoma. Int J Radiat Oncol Biol Phys 79:130–136PubMedCrossRef
22.
go back to reference Minniti G, Amelio D, Amichetti M et al (2010) Patterns of failure and comparison of different target volume delineations in patients with glioblastoma treated with conformal radiotherapy plus concomitant and adjuvant temozolomide. Radiother Oncol 97:377–381PubMedCrossRef Minniti G, Amelio D, Amichetti M et al (2010) Patterns of failure and comparison of different target volume delineations in patients with glioblastoma treated with conformal radiotherapy plus concomitant and adjuvant temozolomide. Radiother Oncol 97:377–381PubMedCrossRef
23.
go back to reference Jamal M, Rath BH, Tsang PS, Camphausen K, Tofilon PJ (2012) The brain microenvironment prefentially enhances the radioresistance of CD133(+) glioblastoma stem-like cells. Neoplasia 14:150–158PubMedPubMedCentral Jamal M, Rath BH, Tsang PS, Camphausen K, Tofilon PJ (2012) The brain microenvironment prefentially enhances the radioresistance of CD133(+) glioblastoma stem-like cells. Neoplasia 14:150–158PubMedPubMedCentral
24.
go back to reference Brandsma D, Stalpers L, Taal W, Sminia P, van den Bent MJ (2008) Clinical features, mechanisms and management of pseudoprogression in malignant gliomas. Lancet Oncol 9:453–461PubMedCrossRef Brandsma D, Stalpers L, Taal W, Sminia P, van den Bent MJ (2008) Clinical features, mechanisms and management of pseudoprogression in malignant gliomas. Lancet Oncol 9:453–461PubMedCrossRef
25.
go back to reference Sundgren PC, Cao Y (2009) Brain irradiation: effects on normal brain parenchyma and radiation injury. Neuroimaging Clin N Am 19:657–668PubMedCrossRef Sundgren PC, Cao Y (2009) Brain irradiation: effects on normal brain parenchyma and radiation injury. Neuroimaging Clin N Am 19:657–668PubMedCrossRef
26.
go back to reference Jena R, Price SJ, Baker C et al (2005). NG Diffusion tensor imaging: possible implications for radiotherapy treatment planning of patients with highgrade glioma. Clin Oncol (R Coll Radiol) 17:581–590 Jena R, Price SJ, Baker C et al (2005). NG Diffusion tensor imaging: possible implications for radiotherapy treatment planning of patients with highgrade glioma. Clin Oncol (R Coll Radiol) 17:581–590
27.
go back to reference Stummer W, Pichlmeier U, Meinel T et al (2006) Fluorescence-guided surgery with 5-aminolevulinic acid for resection of malignant glioma: a randomised controlled multicentre phase III trial. Lancet Oncol 7:392–401PubMedCrossRef Stummer W, Pichlmeier U, Meinel T et al (2006) Fluorescence-guided surgery with 5-aminolevulinic acid for resection of malignant glioma: a randomised controlled multicentre phase III trial. Lancet Oncol 7:392–401PubMedCrossRef
28.
go back to reference Lee P, Eppinga W, Lagerwaard F et al (2013) Evaluation of high ipsilateral subventricualr zone radiation therapy dose in glioblastoma: a pooled analysis. Int J Radiat Oncol Biol Phys 86:609–615PubMedCrossRef Lee P, Eppinga W, Lagerwaard F et al (2013) Evaluation of high ipsilateral subventricualr zone radiation therapy dose in glioblastoma: a pooled analysis. Int J Radiat Oncol Biol Phys 86:609–615PubMedCrossRef
29.
go back to reference Jones DK, Cercignani M (2010) Twenty-five Pitfalls in the Analysis of Diffusion MRI Data. NMR Biomed 23:803–820PubMedCrossRef Jones DK, Cercignani M (2010) Twenty-five Pitfalls in the Analysis of Diffusion MRI Data. NMR Biomed 23:803–820PubMedCrossRef
Metadata
Title
Diffusion tensor imaging for target volume definition in glioblastoma multiforme
Authors
Jatta Berberat, Ph.D.
Jane McNamara
Luca Remonda
Stephan Bodis
Susanne Rogers
Publication date
01-10-2014
Publisher
Springer Berlin Heidelberg
Published in
Strahlentherapie und Onkologie / Issue 10/2014
Print ISSN: 0179-7158
Electronic ISSN: 1439-099X
DOI
https://doi.org/10.1007/s00066-014-0676-3

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