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Erschienen in: Neuroradiology 10/2013

01.10.2013 | Diagnostic Neuroradiology

Intravoxel incoherent motion diffusion-weighted MR imaging of gliomas: feasibility of the method and initial results

verfasst von: Sotirios Bisdas, Tong San Koh, Constantin Roder, Christian Braun, Jens Schittenhelm, Ulrike Ernemann, Uwe Klose

Erschienen in: Neuroradiology | Ausgabe 10/2013

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Abstract

Introduction

The purpose of this study was to evaluate the feasibility of intravoxel incoherent motion (IVIM) imaging and its value in differentiating the histologic grade among human gliomas.

Methods

The IVIM model generated parametric images for apparent diffusion coefficient ADC, slow diffusion coefficient D (or D slow), fast diffusion coefficient D* (or D fast), and fractional perfusion-related volume f in 22 patients with gliomas (WHO grade II–IV) using monopolar Stejskal–Tanner diffusion-weighted imaging (DWI) scheme and 14 b values ranging from 0 s/mm2 to a maximum of 1,300 s/mm2. A region-of-interest analysis on the tumor as well as in the white matter was conducted. The parameter values were tested for significant differences. The repeatability of the measurements was tested by coefficient of variation and Bland–Altman plots.

Results

D, D*, and f in the high-grade gliomas demonstrated significant differences compared to the healthy white matter. D* and f showed a significant difference between low- and high-grade gliomas. D tended to be slightly lower in the WHO grade II compared to WHO grade III–IV tumors. f and D* demonstrated higher coefficients of variation than the ADC and D in tumor. The Bland–Altman plots demonstrated satisfactory results without any outliers outside the mean ± 1.96 standard deviation.

Conclusion

The IVIM-fitted post-processing of DWI-signal decay in human gliomas could show significantly different values of fractional perfusion-related volume and fast diffusion coefficient between low- and high-grade tumors, which might enable a noninvasive WHO grading in vivo.
Literatur
1.
Zurück zum Zitat Le Bihan D, Breton E, Lallemand D et al (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505PubMed Le Bihan D, Breton E, Lallemand D et al (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505PubMed
2.
Zurück zum Zitat Luciani A, Vignaud A, Cavet M et al (2008) Liver cirrhosis: intravoxel incoherent motion MR imaging–pilot study. Radiology 249:891–899PubMedCrossRef Luciani A, Vignaud A, Cavet M et al (2008) Liver cirrhosis: intravoxel incoherent motion MR imaging–pilot study. Radiology 249:891–899PubMedCrossRef
3.
Zurück zum Zitat Lemke A, Laun FB, Klauss M et al (2009) Differentiation of pancreas carcinoma from healthy pancreatic tissue using multiple b-values: comparison of apparent diffusion coefficient and intravoxel incoherent motion derived parameters. Invest Radiol 44:769–775PubMedCrossRef Lemke A, Laun FB, Klauss M et al (2009) Differentiation of pancreas carcinoma from healthy pancreatic tissue using multiple b-values: comparison of apparent diffusion coefficient and intravoxel incoherent motion derived parameters. Invest Radiol 44:769–775PubMedCrossRef
4.
Zurück zum Zitat Maier SE, Bogner P, Bajzik G et al (2001) Normal brain and brain tumor: multicomponent apparent diffusion coefficient line scan imaging. Radiology 219:842–849PubMed Maier SE, Bogner P, Bajzik G et al (2001) Normal brain and brain tumor: multicomponent apparent diffusion coefficient line scan imaging. Radiology 219:842–849PubMed
5.
Zurück zum Zitat Bennett KM, Schmainda KM, Bennett RT et al (2003) Characterization of continuously distributed cortical water diffusion rates with a stretched-exponential model. Magn Reson Med 50:727–734PubMedCrossRef Bennett KM, Schmainda KM, Bennett RT et al (2003) Characterization of continuously distributed cortical water diffusion rates with a stretched-exponential model. Magn Reson Med 50:727–734PubMedCrossRef
6.
Zurück zum Zitat Lee JH, Springer CS Jr (2003) Effects of equilibrium exchange on diffusion-weighted NMR signals: the diffusigraphic "shutter-speed". Magn Reson Med 49:450–458PubMedCrossRef Lee JH, Springer CS Jr (2003) Effects of equilibrium exchange on diffusion-weighted NMR signals: the diffusigraphic "shutter-speed". Magn Reson Med 49:450–458PubMedCrossRef
7.
Zurück zum Zitat Federau C, Maeder P, O’Brien K et al (2012) Quantitative measurement of brain perfusion with intravoxel incoherent motion MR imaging. Radiology 265:874–881PubMedCrossRef Federau C, Maeder P, O’Brien K et al (2012) Quantitative measurement of brain perfusion with intravoxel incoherent motion MR imaging. Radiology 265:874–881PubMedCrossRef
8.
Zurück zum Zitat Bennett KM, Hyde JS, Schmainda KM (2006) Water diffusion heterogeneity index in the human brain is insensitive to the orientation of applied magnetic field gradients. Magn Reson Med 56:235–239PubMedCrossRef Bennett KM, Hyde JS, Schmainda KM (2006) Water diffusion heterogeneity index in the human brain is insensitive to the orientation of applied magnetic field gradients. Magn Reson Med 56:235–239PubMedCrossRef
9.
Zurück zum Zitat Lemke A, Stieltjes B, Schad LR et al (2011) Toward an optimal distribution of b values for intravoxel incoherent motion imaging. Magn Reson Imaging 29:766–776PubMedCrossRef Lemke A, Stieltjes B, Schad LR et al (2011) Toward an optimal distribution of b values for intravoxel incoherent motion imaging. Magn Reson Imaging 29:766–776PubMedCrossRef
10.
Zurück zum Zitat Leenders KL, Perani D, Lammertsma AA et al (1990) Cerebral blood flow, blood volume and oxygen utilization. Normal values and effect of age. Brain: J Neurol 113(Pt 1):27–47CrossRef Leenders KL, Perani D, Lammertsma AA et al (1990) Cerebral blood flow, blood volume and oxygen utilization. Normal values and effect of age. Brain: J Neurol 113(Pt 1):27–47CrossRef
11.
Zurück zum Zitat Pekar J, Moonen CT, van Zijl PC (1992) On the precision of diffusion/perfusion imaging by gradient sensitization. Magn Reson Med 23:122–129PubMedCrossRef Pekar J, Moonen CT, van Zijl PC (1992) On the precision of diffusion/perfusion imaging by gradient sensitization. Magn Reson Med 23:122–129PubMedCrossRef
12.
Zurück zum Zitat Le Bihan D, Breton E, Lallemand D et al (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161:401–407PubMed Le Bihan D, Breton E, Lallemand D et al (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161:401–407PubMed
13.
Zurück zum Zitat Pang Y, Turkbey B, Bernardo M, et al. (2012) Intravoxel incoherent motion MR imaging for prostate cancer: an evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations. Magnetic Resonance in Medicine: Official Journal of the Society of Magnetic Resonance in Medicine/Society of Magnetic Resonance in Medicine. doi:10.1002/mrm.24277 Pang Y, Turkbey B, Bernardo M, et al. (2012) Intravoxel incoherent motion MR imaging for prostate cancer: an evaluation of perfusion fraction and diffusion coefficient derived from different b-value combinations. Magnetic Resonance in Medicine: Official Journal of the Society of Magnetic Resonance in Medicine/Society of Magnetic Resonance in Medicine. doi:10.​1002/​mrm.​24277
14.
Zurück zum Zitat Higano S, Yun X, Kumabe T et al (2006) Malignant astrocytic tumors: clinical importance of apparent diffusion coefficient in prediction of grade and prognosis. Radiology 241:839–846PubMedCrossRef Higano S, Yun X, Kumabe T et al (2006) Malignant astrocytic tumors: clinical importance of apparent diffusion coefficient in prediction of grade and prognosis. Radiology 241:839–846PubMedCrossRef
15.
Zurück zum Zitat Sadeghi N, Camby I, Goldman S et al (2003) Effect of hydrophilic components of the extracellular matrix on quantifiable diffusion-weighted imaging of human gliomas: preliminary results of correlating apparent diffusion coefficient values and hyaluronan expression level. AJR Am J Roentgenol 181:235–241PubMedCrossRef Sadeghi N, Camby I, Goldman S et al (2003) Effect of hydrophilic components of the extracellular matrix on quantifiable diffusion-weighted imaging of human gliomas: preliminary results of correlating apparent diffusion coefficient values and hyaluronan expression level. AJR Am J Roentgenol 181:235–241PubMedCrossRef
16.
Zurück zum Zitat Braithwaite AC, Dale BM, Boll DT et al (2009) Short- and midterm reproducibility of apparent diffusion coefficient measurements at 3.0-T diffusion-weighted imaging of the abdomen. Radiology 250:459–465PubMedCrossRef Braithwaite AC, Dale BM, Boll DT et al (2009) Short- and midterm reproducibility of apparent diffusion coefficient measurements at 3.0-T diffusion-weighted imaging of the abdomen. Radiology 250:459–465PubMedCrossRef
17.
Zurück zum Zitat Sigmund EE, Vivier PH, Sui D et al (2012) Intravoxel incoherent motion and diffusion-tensor imaging in renal tissue under hydration and furosemide flow challenges. Radiology 263:758–769PubMedCrossRef Sigmund EE, Vivier PH, Sui D et al (2012) Intravoxel incoherent motion and diffusion-tensor imaging in renal tissue under hydration and furosemide flow challenges. Radiology 263:758–769PubMedCrossRef
18.
Zurück zum Zitat Vargova L, Homola A, Zamecnik J et al (2003) Diffusion parameters of the extracellular space in human gliomas. Glia 42:77–88PubMedCrossRef Vargova L, Homola A, Zamecnik J et al (2003) Diffusion parameters of the extracellular space in human gliomas. Glia 42:77–88PubMedCrossRef
19.
Zurück zum Zitat Wirestam R, Borg M, Brockstedt S et al (2001) Perfusion-related parameters in intravoxel incoherent motion MR imaging compared with CBV and CBF measured by dynamic susceptibility-contrast MR technique. Acta radiologica 42:123–128PubMedCrossRef Wirestam R, Borg M, Brockstedt S et al (2001) Perfusion-related parameters in intravoxel incoherent motion MR imaging compared with CBV and CBF measured by dynamic susceptibility-contrast MR technique. Acta radiologica 42:123–128PubMedCrossRef
20.
Zurück zum Zitat Wirestam R, Brockstedt S, Lindgren A et al (1997) The perfusion fraction in volunteers and in patients with ischaemic stroke. Acta Radiol 38:961–964PubMed Wirestam R, Brockstedt S, Lindgren A et al (1997) The perfusion fraction in volunteers and in patients with ischaemic stroke. Acta Radiol 38:961–964PubMed
21.
Zurück zum Zitat Muller MF, Prasad PV, Edelman RR (1998) Can the IVIM model be used for renal perfusion imaging? Eur J Radiol 26:297–303PubMedCrossRef Muller MF, Prasad PV, Edelman RR (1998) Can the IVIM model be used for renal perfusion imaging? Eur J Radiol 26:297–303PubMedCrossRef
22.
Zurück zum Zitat Knutsson L, Ståhlberg F, Wirestam R (2010) Absolute quantification of perfusion using dynamic susceptibility contrast MRI: pitfalls and possibilities. MAGMA 23:1–21PubMedCrossRef Knutsson L, Ståhlberg F, Wirestam R (2010) Absolute quantification of perfusion using dynamic susceptibility contrast MRI: pitfalls and possibilities. MAGMA 23:1–21PubMedCrossRef
23.
Zurück zum Zitat Petersen ET, Zimine I, Ho YC et al (2006) Non-invasive measurement of perfusion: a critical review of arterial spin labelling techniques. Br J Radiol 79:688–701PubMedCrossRef Petersen ET, Zimine I, Ho YC et al (2006) Non-invasive measurement of perfusion: a critical review of arterial spin labelling techniques. Br J Radiol 79:688–701PubMedCrossRef
24.
Zurück zum Zitat Bisdas S (2013) Are we ready to image the incoherent molecular motion in our minds? Neuroradiology 55:537–540PubMedCrossRef Bisdas S (2013) Are we ready to image the incoherent molecular motion in our minds? Neuroradiology 55:537–540PubMedCrossRef
25.
26.
Zurück zum Zitat Le Bihan D, Turner R (1992) The capillary network: a link between IVIM and classical perfusion. Magn Reson Med 27:171–178PubMedCrossRef Le Bihan D, Turner R (1992) The capillary network: a link between IVIM and classical perfusion. Magn Reson Med 27:171–178PubMedCrossRef
27.
Zurück zum Zitat Moteki T, Horikoshi H (2006) Evaluation of hepatic lesions and hepatic parenchyma using diffusion-weighted echo-planar MR with three values of gradient b-factor. J Magn Reson Imaging 24:637–645PubMedCrossRef Moteki T, Horikoshi H (2006) Evaluation of hepatic lesions and hepatic parenchyma using diffusion-weighted echo-planar MR with three values of gradient b-factor. J Magn Reson Imaging 24:637–645PubMedCrossRef
Metadaten
Titel
Intravoxel incoherent motion diffusion-weighted MR imaging of gliomas: feasibility of the method and initial results
verfasst von
Sotirios Bisdas
Tong San Koh
Constantin Roder
Christian Braun
Jens Schittenhelm
Ulrike Ernemann
Uwe Klose
Publikationsdatum
01.10.2013
Verlag
Springer Berlin Heidelberg
Erschienen in
Neuroradiology / Ausgabe 10/2013
Print ISSN: 0028-3940
Elektronische ISSN: 1432-1920
DOI
https://doi.org/10.1007/s00234-013-1229-7

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