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Published in: Clinical Neuroradiology 4/2014

01-12-2014 | Original Article

Definition of Ktrans and FA Thresholds for Better Assessment of Experimental Glioma Using High-field MRI: A Feasibility Study

Authors: T. Engelhorn, MD, M. A. Schwarz, MSc, A. Hess, PhD, L. Budinsky, PhD, P. Pitann, I. Eyüpoglu, PhD, A. Doerfler, PhD

Published in: Clinical Neuroradiology | Issue 4/2014

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Abstract

Purpose

To define Ktrans and fractional anisotropy (FA) thresholds in correlation to histology for improved magnetic resonance imaging (MRI) tumor assessment in an animal model of brain glioma.

Methods

Twelve rats underwent 4.7 T MRI at day 10 after tumor implantation. Anatomical scans (T2, T1 at 8 min after double dose contrast application) as well as dynamic contrast-enhanced (DCE) imaging with calculation of Ktrans and diffusion tensor imaging (DTI) with calculation of FA were performed. T2- and T1-derived tumor volumes were calculated and thresholds for Ktrans and FA were defined for best MRI tumor assessment correlated to histology.

Results

Tumor volumes were 159 ± 14 mm3 (histology), 126 ± 26 mm3 (T1 with contrast, r = 0.76), and 153 ± 12 mm3 (T2, r = 0.84), respectively. Ktrans- and FA-derived tumor volumes were 160 ± 16 mm3 (for Ktrans ³ 0.04 min−1, r = 0.94), and 159 ± 14 mm3 (for FA £ 0.14, r = 0.96), respectively.

Conclusions

DCE-MRI and DTI with calculation of Ktrans and FA maps allow very precise brain glioma assessment comparable to histology if established thresholds for the given tumor model are used.
Literature
1.
go back to reference Scherer HJ. The forms of growth in gliomas and their practical significance. Brain. 1940;63:1–35.CrossRef Scherer HJ. The forms of growth in gliomas and their practical significance. Brain. 1940;63:1–35.CrossRef
2.
go back to reference Kelly PJ, Daumas-Duport C, Scheithauer BW, Kall BA, Kispert DB. Stereotactic histologic correlations of computed tomography- and magnetic resonance imaging-defined abnormalities in patients with glial neoplasms. Mayo Clin Proc. 1987;62:450–9.PubMedCrossRef Kelly PJ, Daumas-Duport C, Scheithauer BW, Kall BA, Kispert DB. Stereotactic histologic correlations of computed tomography- and magnetic resonance imaging-defined abnormalities in patients with glial neoplasms. Mayo Clin Proc. 1987;62:450–9.PubMedCrossRef
3.
go back to reference Giese A, Kluwe L, Laube B, Meissner H, Berens ME, Westphal M. Migration of human glioma cells on myelin. Neurosurgery. 1996;38:755–64.PubMedCrossRef Giese A, Kluwe L, Laube B, Meissner H, Berens ME, Westphal M. Migration of human glioma cells on myelin. Neurosurgery. 1996;38:755–64.PubMedCrossRef
4.
5.
go back to reference Mukherjee P, Bahn MM, McKinstry RC, Shimony JS, Cull TS, Akbudak E, et al. Differences between gray matter and white matter water diffusion in stroke: diffusiontensor MR imaging in 12 patients. Radiology. 2000;215:211–20.PubMedCrossRef Mukherjee P, Bahn MM, McKinstry RC, Shimony JS, Cull TS, Akbudak E, et al. Differences between gray matter and white matter water diffusion in stroke: diffusiontensor MR imaging in 12 patients. Radiology. 2000;215:211–20.PubMedCrossRef
6.
go back to reference Guo AC, MacFall JR, Provenzale JM. Multiple sclerosis: diffusion tensor MR imaging for evaluation of normal-appearing white matter. Radiology. 2002;222:729–36.PubMedCrossRef Guo AC, MacFall JR, Provenzale JM. Multiple sclerosis: diffusion tensor MR imaging for evaluation of normal-appearing white matter. Radiology. 2002;222:729–36.PubMedCrossRef
7.
go back to reference Rugg-Gunn FJ, Eriksson SH, Symms MR, Barker GJ, Duncan JS. Diffusion tensor imaging of cryptogenic and acquired partial epilepsies. Brain. 2001;124(Pt 3):627–36.PubMedCrossRef Rugg-Gunn FJ, Eriksson SH, Symms MR, Barker GJ, Duncan JS. Diffusion tensor imaging of cryptogenic and acquired partial epilepsies. Brain. 2001;124(Pt 3):627–36.PubMedCrossRef
8.
go back to reference Kubicki M, Westin CF, Maier SE, Frumin M, Nestor PG, Salisbury DF, et al. Uncinate fasciculus findings in schizophrenia: a magnetic resonance diffusion tensor imaging study. Am J Psychiatry. 2002;159:813–20.PubMedCentralPubMedCrossRef Kubicki M, Westin CF, Maier SE, Frumin M, Nestor PG, Salisbury DF, et al. Uncinate fasciculus findings in schizophrenia: a magnetic resonance diffusion tensor imaging study. Am J Psychiatry. 2002;159:813–20.PubMedCentralPubMedCrossRef
9.
go back to reference Beauchesne PD, Pedeux RM, Bonmartin A, Bertrand S, Jouvet A, Kirchner AL, et al. Intracerebral C6 glioma model in female hairless rats: assessment by using MRI and follow-up of irradiation. Anticancer Res. 2003;23:3755–60.PubMed Beauchesne PD, Pedeux RM, Bonmartin A, Bertrand S, Jouvet A, Kirchner AL, et al. Intracerebral C6 glioma model in female hairless rats: assessment by using MRI and follow-up of irradiation. Anticancer Res. 2003;23:3755–60.PubMed
10.
go back to reference Lu S, Ahn D, Johnson G, Cha S. Peritumoral diffusion tensor imaging of high-grade gliomas and metastatic brain tumors. AJNR Am J Neuroradiol. 2003;24:937–41.PubMed Lu S, Ahn D, Johnson G, Cha S. Peritumoral diffusion tensor imaging of high-grade gliomas and metastatic brain tumors. AJNR Am J Neuroradiol. 2003;24:937–41.PubMed
11.
go back to reference Beppu T, Inoue T, Shibata Y, Kurose A, Arai H, Ogasawara K, et al. Measurement of fractional anisotropy using diffusion tensor MRI in supratentorial astrocytic tumors. J Neurooncol. 2003;63:109–16.PubMedCrossRef Beppu T, Inoue T, Shibata Y, Kurose A, Arai H, Ogasawara K, et al. Measurement of fractional anisotropy using diffusion tensor MRI in supratentorial astrocytic tumors. J Neurooncol. 2003;63:109–16.PubMedCrossRef
12.
go back to reference Price SJ, Pena A, Burnet NG, Jena R, Green HA, Carpenter TA, et al. Tissue signature characterisation of diffusion tensor abnormalities in cerebral gliomas. Eur Radiol. 2004;14:1909–17.PubMedCrossRef Price SJ, Pena A, Burnet NG, Jena R, Green HA, Carpenter TA, et al. Tissue signature characterisation of diffusion tensor abnormalities in cerebral gliomas. Eur Radiol. 2004;14:1909–17.PubMedCrossRef
13.
go back to reference Provenzale JM, McGraw P, Mhatre P, Guo AC, Delong D. Peritumoral brain regions in gliomas and meningiomas: investigation with isotropic diffusion-weighted MR imaging and diffusion-tensor MR imaging. Radiology. 2004;232:451–60.PubMedCrossRef Provenzale JM, McGraw P, Mhatre P, Guo AC, Delong D. Peritumoral brain regions in gliomas and meningiomas: investigation with isotropic diffusion-weighted MR imaging and diffusion-tensor MR imaging. Radiology. 2004;232:451–60.PubMedCrossRef
14.
go back to reference Stieltjes B, Schluter M, Didinger B, Weber MA, Hahn HK, Parzer P, et al. Diffusion tensor imaging in primary brain tumors: reproducible quantitative analysis of corpus callosum infiltration and contralateral involvement using a probabilistic mixture model. Neuroimage. 2006;31:531–42.PubMedCrossRef Stieltjes B, Schluter M, Didinger B, Weber MA, Hahn HK, Parzer P, et al. Diffusion tensor imaging in primary brain tumors: reproducible quantitative analysis of corpus callosum infiltration and contralateral involvement using a probabilistic mixture model. Neuroimage. 2006;31:531–42.PubMedCrossRef
15.
go back to reference Tsuchiya K, Fujikawa A, Nakajima M, Honya K. Differentiation between solitary brain metastasis and high-grade glioma by diffusion tensor imaging. Br J Radiol. 2005;78:533–7.PubMedCrossRef Tsuchiya K, Fujikawa A, Nakajima M, Honya K. Differentiation between solitary brain metastasis and high-grade glioma by diffusion tensor imaging. Br J Radiol. 2005;78:533–7.PubMedCrossRef
16.
go back to reference Zhang J, van Zijl PC, Laterra J, Salhotra A, Lal B, Mori S, et al. Unique patterns of diffusion directionality in rat brain tumors revealed by high-resolution diffusion tensor MRI. Magn Reson Med. 2007;53:454–62.CrossRef Zhang J, van Zijl PC, Laterra J, Salhotra A, Lal B, Mori S, et al. Unique patterns of diffusion directionality in rat brain tumors revealed by high-resolution diffusion tensor MRI. Magn Reson Med. 2007;53:454–62.CrossRef
17.
go back to reference Bennett KM, Hyde JS, Rand SD, Bennett R, Krouwer HG, Rebro KJ, et al. Intravoxel distribution of DWI decay rates reveals C6 glioma invasion in rat brain. Magn Reson Med. 2004;52:994–1004.PubMedCrossRef Bennett KM, Hyde JS, Rand SD, Bennett R, Krouwer HG, Rebro KJ, et al. Intravoxel distribution of DWI decay rates reveals C6 glioma invasion in rat brain. Magn Reson Med. 2004;52:994–1004.PubMedCrossRef
18.
go back to reference Burger P. Malignant astrocytic neoplasms: classification, pathology, anatomy, and response to therapy. Semin Oncol. 1986;13:16–20.PubMed Burger P. Malignant astrocytic neoplasms: classification, pathology, anatomy, and response to therapy. Semin Oncol. 1986;13:16–20.PubMed
19.
go back to reference Aronen HJ, Gazit IE, Louis DN, Buchbinder BR, Pardo FS, Weisskoff RM, et al. Cerebral blood volume maps of gliomas: comparison with tumor grade and histologic findings. Radiology. 1994;181:41–51.CrossRef Aronen HJ, Gazit IE, Louis DN, Buchbinder BR, Pardo FS, Weisskoff RM, et al. Cerebral blood volume maps of gliomas: comparison with tumor grade and histologic findings. Radiology. 1994;181:41–51.CrossRef
20.
go back to reference Sugahara T, Korogi Y, Kochi M, Ikushima I, Hirai T, Okuda T, et al. Correlation of MR imaging determined cerebral blood volume maps with histologic and angiographic determination of vascularity of gliomas. AJR Am J Roentgenol. 1998;171:1479–86.PubMedCrossRef Sugahara T, Korogi Y, Kochi M, Ikushima I, Hirai T, Okuda T, et al. Correlation of MR imaging determined cerebral blood volume maps with histologic and angiographic determination of vascularity of gliomas. AJR Am J Roentgenol. 1998;171:1479–86.PubMedCrossRef
21.
go back to reference Sugahara T, Korogi Y, Shigematsu Y, Liang L, Yoshizumi K, Kitajima M, et al. Value of dynamic susceptibility contrast magnetic resonance imaging in the evaluation of intracranial tumors. Top Magn Reson Imaging 1999;10:114–24.PubMedCrossRef Sugahara T, Korogi Y, Shigematsu Y, Liang L, Yoshizumi K, Kitajima M, et al. Value of dynamic susceptibility contrast magnetic resonance imaging in the evaluation of intracranial tumors. Top Magn Reson Imaging 1999;10:114–24.PubMedCrossRef
22.
go back to reference Wong ET, Jackson EF, Hess KR, Schomer DF, Hazle JD, Kyritsis AP, et al. Correlation between dynamic MRI and outcome in patients with malignant gliomas. Neurology. 1998;50:777–81.PubMedCrossRef Wong ET, Jackson EF, Hess KR, Schomer DF, Hazle JD, Kyritsis AP, et al. Correlation between dynamic MRI and outcome in patients with malignant gliomas. Neurology. 1998;50:777–81.PubMedCrossRef
23.
go back to reference Wong JC, Provenzale JM, Petrella JR. Perfusion MR imaging of brain neoplasms. AJR Am J Roentgenol. 2000;174:1147–57.PubMedCrossRef Wong JC, Provenzale JM, Petrella JR. Perfusion MR imaging of brain neoplasms. AJR Am J Roentgenol. 2000;174:1147–57.PubMedCrossRef
24.
go back to reference Petrella JR, Provenzale JM. MR perfusion imaging of the brain: techniques and applications. AJR Am J Roentgenol. 2000;175:207–19.PubMedCrossRef Petrella JR, Provenzale JM. MR perfusion imaging of the brain: techniques and applications. AJR Am J Roentgenol. 2000;175:207–19.PubMedCrossRef
25.
go back to reference Roberts HC, Roberts TP, Ley S, Dillon WP, Barsch RC. Quantitative estimation of microvascular permeability in human brain tumors: correlation of dynamic Gd-DTPA-enhanced MR imaging with histopathologic grading. Acad Radiol. 2002;9:S151–5.CrossRef Roberts HC, Roberts TP, Ley S, Dillon WP, Barsch RC. Quantitative estimation of microvascular permeability in human brain tumors: correlation of dynamic Gd-DTPA-enhanced MR imaging with histopathologic grading. Acad Radiol. 2002;9:S151–5.CrossRef
26.
go back to reference Provenzale JM, Wang GR, Brenner T, Petrella JR, Sorensen AG. Comparison of permeability in high-grade and low-grade brain tumors using dynamic susceptibility contrast MR imaging. AJR Am J Roentgenol. 2002;178:711–6.PubMedCrossRef Provenzale JM, Wang GR, Brenner T, Petrella JR, Sorensen AG. Comparison of permeability in high-grade and low-grade brain tumors using dynamic susceptibility contrast MR imaging. AJR Am J Roentgenol. 2002;178:711–6.PubMedCrossRef
27.
go back to reference Uematsu H, Maeda M, Sadato N, Matsuda T, Ishimori Y, Koshimoto Y, et al. Vascular permeability: quantitative measurement with double-echo dynamic MR imaging–theory and clinical application. Radiology. 2000;214:912–7.PubMedCrossRef Uematsu H, Maeda M, Sadato N, Matsuda T, Ishimori Y, Koshimoto Y, et al. Vascular permeability: quantitative measurement with double-echo dynamic MR imaging–theory and clinical application. Radiology. 2000;214:912–7.PubMedCrossRef
28.
go back to reference Hossmann KA, Fischer M, Bockhorst K, Hoehn-Berlage M. NMR imaging of the apparent diffusion coefficient (ADC) for the evaluation of metabolic suppression and recovery after prolonged cerebral ischemia. J Cereb Blood Flow Metab. 1994;14:723–31.PubMedCrossRef Hossmann KA, Fischer M, Bockhorst K, Hoehn-Berlage M. NMR imaging of the apparent diffusion coefficient (ADC) for the evaluation of metabolic suppression and recovery after prolonged cerebral ischemia. J Cereb Blood Flow Metab. 1994;14:723–31.PubMedCrossRef
29.
go back to reference Reifenberger G, Bilzer T, Seitz RJ, Wechsler W. Expression of vimentin and glial fibrillary acidic protein in ethylnitrosourea-induced rat gliomas and glioma cell lines. Acta Neuropathol. 1989;78:270–82.PubMedCrossRef Reifenberger G, Bilzer T, Seitz RJ, Wechsler W. Expression of vimentin and glial fibrillary acidic protein in ethylnitrosourea-induced rat gliomas and glioma cell lines. Acta Neuropathol. 1989;78:270–82.PubMedCrossRef
30.
go back to reference Runge VM, Biswas J, Wintersperger BJ, Baumann SS, Jackson CB, Herborn CU, et al. “The efficacy of Gadobenate Dimeglumine (Gd-BOPTA) at 3 Tesla in brain magnetic resonance imaging: comparison to 1.5 Tesla and a standard gadolinium chelate using a rat brain tumor model. Invest Radiol. 2006;41:244–8.PubMedCrossRef Runge VM, Biswas J, Wintersperger BJ, Baumann SS, Jackson CB, Herborn CU, et al. “The efficacy of Gadobenate Dimeglumine (Gd-BOPTA) at 3 Tesla in brain magnetic resonance imaging: comparison to 1.5 Tesla and a standard gadolinium chelate using a rat brain tumor model. Invest Radiol. 2006;41:244–8.PubMedCrossRef
31.
go back to reference Kim H, Kim W, Lee M, Song E, Loh JJ. Tumor volume and uterine body invasion assessed by MRI for prediction of outcome in cervical carcinoma treated with concurrent chemotherapy and radiotherapy. Jpn J Clin Oncol. 2007;37:858–66.PubMedCrossRef Kim H, Kim W, Lee M, Song E, Loh JJ. Tumor volume and uterine body invasion assessed by MRI for prediction of outcome in cervical carcinoma treated with concurrent chemotherapy and radiotherapy. Jpn J Clin Oncol. 2007;37:858–66.PubMedCrossRef
32.
go back to reference Barboriak DP, MacFall JR, Padua AO, York GE, Viglianti BL, Dewhirst MW. Standardized software for calculation of Ktrans and vp from dynamic T1-weighted MR images. Presented at the International Society for Magnetic Resonance in Medicine Workshop on MR in Drug Development. Discovery to Clinical Therapeutic Trials. McLean VA; April 2004. Barboriak DP, MacFall JR, Padua AO, York GE, Viglianti BL, Dewhirst MW. Standardized software for calculation of Ktrans and vp from dynamic T1-weighted MR images. Presented at the International Society for Magnetic Resonance in Medicine Workshop on MR in Drug Development. Discovery to Clinical Therapeutic Trials. McLean VA; April 2004.
34.
go back to reference Trattnig S, Ba-Ssalamah A, Noebauer-Huhmann IM, Barth M, Wolfsberger S, Pinker K, et al. MR contrast agent at high-field MRI (3 Tesla). Top Magn Reson Imaging. 2003;14:365–75.PubMedCrossRef Trattnig S, Ba-Ssalamah A, Noebauer-Huhmann IM, Barth M, Wolfsberger S, Pinker K, et al. MR contrast agent at high-field MRI (3 Tesla). Top Magn Reson Imaging. 2003;14:365–75.PubMedCrossRef
35.
go back to reference von Deimling A, Louis DN, Wiestler OD. Molecular pathways in the formation of gliomas. Glia. 1995;15:328–38.CrossRef von Deimling A, Louis DN, Wiestler OD. Molecular pathways in the formation of gliomas. Glia. 1995;15:328–38.CrossRef
36.
go back to reference Asanuma T, Doblas S, Tesiram YA, Saunders D, Cranford R, Yasui H, et al. Visualization of the protective ability of a free radical trapping compound against rat C6 and F98 gliomas with diffusion tensor fiber tractography. J Magn Reson Imaging. 2008;28:574–87.PubMedCrossRef Asanuma T, Doblas S, Tesiram YA, Saunders D, Cranford R, Yasui H, et al. Visualization of the protective ability of a free radical trapping compound against rat C6 and F98 gliomas with diffusion tensor fiber tractography. J Magn Reson Imaging. 2008;28:574–87.PubMedCrossRef
37.
go back to reference Lope-Piedrafita S, Garcia-Martin ML, Galons JP, Gillies RJ, Trouard TP. Longitudinal diffusion tensor imaging in a rat brain glioma model. NMR Biomed. 2008;21:799–808.PubMedCentralPubMedCrossRef Lope-Piedrafita S, Garcia-Martin ML, Galons JP, Gillies RJ, Trouard TP. Longitudinal diffusion tensor imaging in a rat brain glioma model. NMR Biomed. 2008;21:799–808.PubMedCentralPubMedCrossRef
38.
go back to reference Li X, Rooney WD, Várallyay CG, Gahramanov S, Muldoon LL, Goodman JA, et al. Dynamic-contrast-enhanced-MRI with extravasating contrast reagent: rat cerebral glioma blood volume determination. J Magn Reson. 2010;206:190–9.PubMedCentralPubMedCrossRef Li X, Rooney WD, Várallyay CG, Gahramanov S, Muldoon LL, Goodman JA, et al. Dynamic-contrast-enhanced-MRI with extravasating contrast reagent: rat cerebral glioma blood volume determination. J Magn Reson. 2010;206:190–9.PubMedCentralPubMedCrossRef
Metadata
Title
Definition of Ktrans and FA Thresholds for Better Assessment of Experimental Glioma Using High-field MRI: A Feasibility Study
Authors
T. Engelhorn, MD
M. A. Schwarz, MSc
A. Hess, PhD
L. Budinsky, PhD
P. Pitann
I. Eyüpoglu, PhD
A. Doerfler, PhD
Publication date
01-12-2014
Publisher
Springer Berlin Heidelberg
Published in
Clinical Neuroradiology / Issue 4/2014
Print ISSN: 1869-1439
Electronic ISSN: 1869-1447
DOI
https://doi.org/10.1007/s00062-013-0257-3

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