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Published in: European Radiology 7/2015

01-07-2015 | Magnetic Resonance

Whole-body intravoxel incoherent motion imaging

Authors: Lukas Filli, Moritz C. Wurnig, Roger Luechinger, Christian Eberhardt, Roman Guggenberger, Andreas Boss

Published in: European Radiology | Issue 7/2015

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Abstract

Objectives

To investigate the technical feasibility of whole-body intravoxel incoherent motion (IVIM) imaging.

Materials and Methods

Whole-body MR images of eight healthy volunteers were acquired at 3T using a spin-echo echo-planar imaging sequence with eight b-values. Coronal parametrical whole-body maps of diffusion (D), pseudodiffusion (D*), and the perfusion fraction (Fp) were calculated. Image quality was rated qualitatively by two independent radiologists, and inter-reader reliability was tested with intra-class correlation coefficients (ICCs). Region of interest (ROI) analysis was performed in the brain, liver, kidney, and erector spinae muscle.

Results

Depiction of anatomic structures was rated as good on D maps and good to fair on D* and Fp maps. Exemplary mean D (10−3 mm2/s), D* (10−3 mm2/s) and Fp (%) values (± standard deviation) of the renal cortex were as follows: 1.7 ± 0.2; 15.6 ± 6.5; 20.9 ± 4.4. Inter-observer agreement was “substantial” to “almost perfect” (ICC = 0.80 – 0.92). The coefficient of variation of D* was significantly lower with the proposed algorithm compared to the conventional algorithm (p < 0.001), indicating higher stability.

Conclusion

The proposed IVIM protocol allows computation of parametrical maps with good to fair image quality. Potential future clinical applications may include characterization of widespread disease such as metastatic tumours or inflammatory myopathies.

Key Points

IVIM imaging allows estimation of tissue perfusion based on diffusion-weighted MRI.
In this study, a clinically suitable whole-body IVIM algorithm is presented.
Coronal parametrical whole-body maps showed good depiction of anatomic details.
Potential future applications include detection of widespread metastatic or inflammatory disease.
Literature
1.
go back to reference Padhani AR, Liu G, Koh DM et al (2009) Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia 11:102–125PubMedCentralPubMedCrossRef Padhani AR, Liu G, Koh DM et al (2009) Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia 11:102–125PubMedCentralPubMedCrossRef
2.
go back to reference Le Bihan D, Breton E, Lallemand D, Grenier P, Cabanis E, Laval-Jeantet M (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161:401–407PubMedCrossRef Le Bihan D, Breton E, Lallemand D, Grenier P, Cabanis E, Laval-Jeantet M (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161:401–407PubMedCrossRef
3.
go back to reference Le Bihan D, Breton E, Lallemand D, Aubin ML, Vignaud J, Laval-Jeantet M (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505PubMedCrossRef Le Bihan D, Breton E, Lallemand D, Aubin ML, Vignaud J, Laval-Jeantet M (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging. Radiology 168:497–505PubMedCrossRef
4.
go back to reference Le Bihan D (1988) Intravoxel incoherent motion imaging using steady-state free precession. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 7:346–351CrossRef Le Bihan D (1988) Intravoxel incoherent motion imaging using steady-state free precession. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 7:346–351CrossRef
5.
go back to reference Turner R, Le Bihan D, Maier J, Vavrek R, Hedges LK, Pekar J (1990) Echo-planar imaging of intravoxel incoherent motion. Radiology 177:407–414PubMedCrossRef Turner R, Le Bihan D, Maier J, Vavrek R, Hedges LK, Pekar J (1990) Echo-planar imaging of intravoxel incoherent motion. Radiology 177:407–414PubMedCrossRef
6.
go back to reference Chiaradia M, Baranes L, Van Nhieu JT et al (2013) Intravoxel incoherent motion (IVIM) MR imaging of colorectal liver metastases: are we only looking at tumor necrosis? J Magn Reso Imaging : JMRI. doi:10.1002/jmri.24172 Chiaradia M, Baranes L, Van Nhieu JT et al (2013) Intravoxel incoherent motion (IVIM) MR imaging of colorectal liver metastases: are we only looking at tumor necrosis? J Magn Reso Imaging : JMRI. doi:10.​1002/​jmri.​24172
7.
go back to reference Sasaki M, Sumi M, Van Cauteren M, Obara M, Nakamura T (2013) Intravoxel incoherent motion imaging of masticatory muscles: pilot study for the assessment of perfusion and diffusion during clenching. AJR Am J Roentgenol 201:1101–1107PubMedCrossRef Sasaki M, Sumi M, Van Cauteren M, Obara M, Nakamura T (2013) Intravoxel incoherent motion imaging of masticatory muscles: pilot study for the assessment of perfusion and diffusion during clenching. AJR Am J Roentgenol 201:1101–1107PubMedCrossRef
8.
go back to reference Bisdas S, Koh TS, Roder C et al (2013) Intravoxel incoherent motion diffusion-weighted MR imaging of gliomas: feasibility of the method and initial results. Neuroradiology 55:1189–1196PubMedCrossRef Bisdas S, Koh TS, Roder C et al (2013) Intravoxel incoherent motion diffusion-weighted MR imaging of gliomas: feasibility of the method and initial results. Neuroradiology 55:1189–1196PubMedCrossRef
9.
go back to reference Dyvorne HA, Galea N, Nevers T et al (2013) Diffusion-weighted imaging of the liver with multiple b values: effect of diffusion gradient polarity and breathing acquisition on image quality and intravoxel incoherent motion parameters–a pilot study. Radiology 266:920–929PubMedCentralPubMedCrossRef Dyvorne HA, Galea N, Nevers T et al (2013) Diffusion-weighted imaging of the liver with multiple b values: effect of diffusion gradient polarity and breathing acquisition on image quality and intravoxel incoherent motion parameters–a pilot study. Radiology 266:920–929PubMedCentralPubMedCrossRef
10.
go back to reference Patel J, Sigmund EE, Rusinek H, Oei M, Babb JS, Taouli B (2010) Diagnosis of cirrhosis with intravoxel incoherent motion diffusion MRI and dynamic contrast-enhanced MRI alone and in combination: preliminary experience. J Magn Reso Imaging : JMRI 31:589–600CrossRef Patel J, Sigmund EE, Rusinek H, Oei M, Babb JS, Taouli B (2010) Diagnosis of cirrhosis with intravoxel incoherent motion diffusion MRI and dynamic contrast-enhanced MRI alone and in combination: preliminary experience. J Magn Reso Imaging : JMRI 31:589–600CrossRef
11.
go back to reference Yamada I, Aung W, Himeno Y, Nakagawa T, Shibuya H (1999) Diffusion coefficients in abdominal organs and hepatic lesions: evaluation with intravoxel incoherent motion echo-planar MR imaging. Radiology 210:617–623PubMedCrossRef Yamada I, Aung W, Himeno Y, Nakagawa T, Shibuya H (1999) Diffusion coefficients in abdominal organs and hepatic lesions: evaluation with intravoxel incoherent motion echo-planar MR imaging. Radiology 210:617–623PubMedCrossRef
12.
go back to reference Andreou A, Koh DM, Collins DJ et al (2013) Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases. Eur Radiol 23:428–434PubMedCrossRef Andreou A, Koh DM, Collins DJ et al (2013) Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases. Eur Radiol 23:428–434PubMedCrossRef
13.
go back to reference 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
14.
go back to reference Ichikawa S, Motosugi U, Ichikawa T, Sano K, Morisaka H, Araki T (2013) Intravoxel incoherent motion imaging of the kidney: alterations in diffusion and perfusion in patients with renal dysfunction. Magn Reson Imaging 31:414–417PubMedCrossRef Ichikawa S, Motosugi U, Ichikawa T, Sano K, Morisaka H, Araki T (2013) Intravoxel incoherent motion imaging of the kidney: alterations in diffusion and perfusion in patients with renal dysfunction. Magn Reson Imaging 31:414–417PubMedCrossRef
15.
go back to reference Rheinheimer S, Stieltjes B, Schneider F et al (2012) Investigation of renal lesions by diffusion-weighted magnetic resonance imaging applying intravoxel incoherent motion-derived parameters–initial experience. Eur J Radiol 81:e310–e316PubMedCrossRef Rheinheimer S, Stieltjes B, Schneider F et al (2012) Investigation of renal lesions by diffusion-weighted magnetic resonance imaging applying intravoxel incoherent motion-derived parameters–initial experience. Eur J Radiol 81:e310–e316PubMedCrossRef
16.
go back to reference Morvan D (1995) In vivo measurement of diffusion and pseudo-diffusion in skeletal muscle at rest and after exercise. Magn Reson Imaging 13:193–199PubMedCrossRef Morvan D (1995) In vivo measurement of diffusion and pseudo-diffusion in skeletal muscle at rest and after exercise. Magn Reson Imaging 13:193–199PubMedCrossRef
17.
go back to reference Qi J, Olsen NJ, Price RR, Winston JA, Park JH (2008) Diffusion-weighted imaging of inflammatory myopathies: polymyositis and dermatomyositis. J Magn Reso Imaging : JMRI 27:212–217CrossRef Qi J, Olsen NJ, Price RR, Winston JA, Park JH (2008) Diffusion-weighted imaging of inflammatory myopathies: polymyositis and dermatomyositis. J Magn Reso Imaging : JMRI 27:212–217CrossRef
18.
go back to reference Gudbjartsson H, Patz S (1995) <Gudbjartsson_1995.pdf> Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 34:910–914CrossRef Gudbjartsson H, Patz S (1995) <Gudbjartsson_1995.pdf> Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 34:910–914CrossRef
19.
20.
go back to reference Yoon JH, Lee JM, Yu MH, Kiefer B, Han JK, Choi BI (2013) Evaluation of hepatic focal lesions using diffusion-weighted MR imaging: comparison of apparent diffusion coefficient and intravoxel incoherent motion-derived parameters. J Magn Reso Imaging : JMRI. doi:10.1002/jmri.24158 Yoon JH, Lee JM, Yu MH, Kiefer B, Han JK, Choi BI (2013) Evaluation of hepatic focal lesions using diffusion-weighted MR imaging: comparison of apparent diffusion coefficient and intravoxel incoherent motion-derived parameters. J Magn Reso Imaging : JMRI. doi:10.​1002/​jmri.​24158
21.
go back to reference Ichikawa S, Motosugi U, Ichikawa T, Sano K, Morisaka H, Araki T (2013) Intravoxel incoherent motion imaging of focal hepatic lesions. J Magn Reso Imaging : JMRI 37:1371–1376CrossRef Ichikawa S, Motosugi U, Ichikawa T, Sano K, Morisaka H, Araki T (2013) Intravoxel incoherent motion imaging of focal hepatic lesions. J Magn Reso Imaging : JMRI 37:1371–1376CrossRef
22.
go back to reference Chow AM, Gao DS, Fan SJ et al (2012) Liver fibrosis: an intravoxel incoherent motion (IVIM) study. J Magn Reso Imaging : JMRI 36:159–167CrossRef Chow AM, Gao DS, Fan SJ et al (2012) Liver fibrosis: an intravoxel incoherent motion (IVIM) study. J Magn Reso Imaging : JMRI 36:159–167CrossRef
23.
go back to reference Guiu B, Petit JM, Capitan V et al (2012) Intravoxel incoherent motion diffusion-weighted imaging in nonalcoholic fatty liver disease: a 3.0-T MR study. Radiology 265:96–103PubMedCrossRef Guiu B, Petit JM, Capitan V et al (2012) Intravoxel incoherent motion diffusion-weighted imaging in nonalcoholic fatty liver disease: a 3.0-T MR study. Radiology 265:96–103PubMedCrossRef
24.
go back to reference Klauss M, Lemke A, Grunberg K et al (2011) Intravoxel incoherent motion MRI for the differentiation between mass forming chronic pancreatitis and pancreatic carcinoma. Investig Radiol 46:57–63CrossRef Klauss M, Lemke A, Grunberg K et al (2011) Intravoxel incoherent motion MRI for the differentiation between mass forming chronic pancreatitis and pancreatic carcinoma. Investig Radiol 46:57–63CrossRef
25.
go back to reference Dopfert J, Lemke A, Weidner A, Schad LR (2011) Investigation of prostate cancer using diffusion-weighted intravoxel incoherent motion imaging. Magn Reson Imaging 29:1053–1058PubMedCrossRef Dopfert J, Lemke A, Weidner A, Schad LR (2011) Investigation of prostate cancer using diffusion-weighted intravoxel incoherent motion imaging. Magn Reson Imaging 29:1053–1058PubMedCrossRef
26.
go back to reference Sigmund EE, Cho GY, Kim S et al (2011) Intravoxel incoherent motion imaging of tumor microenvironment in locally advanced breast cancer. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 65:1437–1447CrossRef Sigmund EE, Cho GY, Kim S et al (2011) Intravoxel incoherent motion imaging of tumor microenvironment in locally advanced breast cancer. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 65:1437–1447CrossRef
27.
go back to reference Bokacheva L, Kaplan JB, Giri DD et al (2013) Intravoxel incoherent motion diffusion-weighted MRI at 3.0 T differentiates malignant breast lesions from benign lesions and breast parenchyma. J Magn Reson Imaging: JMRI. doi:10.1002/jmri.24462 Bokacheva L, Kaplan JB, Giri DD et al (2013) Intravoxel incoherent motion diffusion-weighted MRI at 3.0 T differentiates malignant breast lesions from benign lesions and breast parenchyma. J Magn Reson Imaging: JMRI. doi:10.​1002/​jmri.​24462
28.
go back to reference Federau C, Meuli R, O’Brien K, Maeder P, Hagmann P (2013) Perfusion measurement in brain gliomas with intravoxel incoherent motion MRI. AJNR American journal of neuroradiology. doi:10.3174/ajnr.A3686 PubMed Federau C, Meuli R, O’Brien K, Maeder P, Hagmann P (2013) Perfusion measurement in brain gliomas with intravoxel incoherent motion MRI. AJNR American journal of neuroradiology. doi:10.​3174/​ajnr.​A3686 PubMed
29.
go back to reference Federau C, O’Brien K, Meuli R, Hagmann P, Maeder P (2013) Measuring brain perfusion with intravoxel incoherent motion (IVIM): initial clinical experience. J Magn Reso Imaging : JMRI. doi:10.1002/jmri.24195 Federau C, O’Brien K, Meuli R, Hagmann P, Maeder P (2013) Measuring brain perfusion with intravoxel incoherent motion (IVIM): initial clinical experience. J Magn Reso Imaging : JMRI. doi:10.​1002/​jmri.​24195
30.
go back to reference Kim HS, Suh CH, Kim N, Choi CG, Kim SJ (2013) Histogram analysis of intravoxel incoherent motion for differentiating recurrent tumor from treatment effect in patients with glioblastoma: initial clinical experience. AJNR Am J Neuroradiol. doi:10.3174/ajnr.A3719 Kim HS, Suh CH, Kim N, Choi CG, Kim SJ (2013) Histogram analysis of intravoxel incoherent motion for differentiating recurrent tumor from treatment effect in patients with glioblastoma: initial clinical experience. AJNR Am J Neuroradiol. doi:10.​3174/​ajnr.​A3719
31.
go back to reference Kwee TC, Takahara T, Ochiai R, Nievelstein RA, Luijten PR (2008) Diffusion-weighted whole-body imaging with background body signal suppression (DWIBS): features and potential applications in oncology. Eur Radiol 18:1937–1952PubMedCentralPubMedCrossRef Kwee TC, Takahara T, Ochiai R, Nievelstein RA, Luijten PR (2008) Diffusion-weighted whole-body imaging with background body signal suppression (DWIBS): features and potential applications in oncology. Eur Radiol 18:1937–1952PubMedCentralPubMedCrossRef
32.
33.
go back to reference Takahara T, Imai Y, Yamashita T, Yasuda S, Nasu S, Van Cauteren M (2004) Diffusion weighted whole body imaging with background body signal suppression (DWIBS): technical improvement using free breathing, STIR and high resolution 3D display. Radiat Med 22:275–282PubMed Takahara T, Imai Y, Yamashita T, Yasuda S, Nasu S, Van Cauteren M (2004) Diffusion weighted whole body imaging with background body signal suppression (DWIBS): technical improvement using free breathing, STIR and high resolution 3D display. Radiat Med 22:275–282PubMed
34.
go back to reference Cohen AD, Schieke MC, Hohenwalter MD, Schmainda KM (2014) The effect of low b-values on the intravoxel incoherent motion derived pseudodiffusion parameter in liver. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med. doi:10.1002/mrm.25109 Cohen AD, Schieke MC, Hohenwalter MD, Schmainda KM (2014) The effect of low b-values on the intravoxel incoherent motion derived pseudodiffusion parameter in liver. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med. doi:10.​1002/​mrm.​25109
35.
go back to reference Lemke A, Stieltjes B, Schad LR, Laun FB (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, Laun FB (2011) Toward an optimal distribution of b values for intravoxel incoherent motion imaging. Magn Reson Imaging 29:766–776PubMedCrossRef
36.
go back to reference Concia M, Sprinkart AM, Penner AH et al (2013) Diffusion-weighted magnetic resonance imaging of the pancreas: diagnostic benefit from an intravoxel incoherent motion model-based 3 b-value analysis. Investig Radiol. doi:10.1097/RLI.0b013e3182a71cc3 Concia M, Sprinkart AM, Penner AH et al (2013) Diffusion-weighted magnetic resonance imaging of the pancreas: diagnostic benefit from an intravoxel incoherent motion model-based 3 b-value analysis. Investig Radiol. doi:10.​1097/​RLI.​0b013e3182a71cc3​
37.
go back to reference Penner AH, Sprinkart AM, Kukuk GM et al (2013) Intravoxel incoherent motion model-based liver lesion characterisation from three b-value diffusion-weighted MRI. Eur Radiol 23:2773–2783PubMedCrossRef Penner AH, Sprinkart AM, Kukuk GM et al (2013) Intravoxel incoherent motion model-based liver lesion characterisation from three b-value diffusion-weighted MRI. Eur Radiol 23:2773–2783PubMedCrossRef
38.
go back to reference Lemke A, Laun FB, Simon D, Stieltjes B, Schad LR (2010) An in vivo verification of the intravoxel incoherent motion effect in diffusion-weighted imaging of the abdomen. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 64:1580–1585CrossRef Lemke A, Laun FB, Simon D, Stieltjes B, Schad LR (2010) An in vivo verification of the intravoxel incoherent motion effect in diffusion-weighted imaging of the abdomen. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med 64:1580–1585CrossRef
39.
go back to reference Kong XZ (2014) Association between in-scanner head motion with cerebral white matter microstructure: a multiband diffusion-weighted MRI study. PeerJ 2:e366PubMedCentralPubMedCrossRef Kong XZ (2014) Association between in-scanner head motion with cerebral white matter microstructure: a multiband diffusion-weighted MRI study. PeerJ 2:e366PubMedCentralPubMedCrossRef
40.
go back to reference Chang HC, Guhaniyogi S, Chen NK (2014) Interleaved diffusion-weighted improved by adaptive partial-Fourier and multiband multiplexed sensitivity-encoding reconstruction. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med. doi:10.1002/mrm.25318 Chang HC, Guhaniyogi S, Chen NK (2014) Interleaved diffusion-weighted improved by adaptive partial-Fourier and multiband multiplexed sensitivity-encoding reconstruction. Magn Reson Med Off J Soc Magn Res Med / Soc Magn Reson Med. doi:10.​1002/​mrm.​25318
41.
go back to reference Niederkohr RD, Rosenberg J, Shabo G, Quon A (2007) Clinical value of including the head and lower extremities in 18F-FDG PET/CT imaging for patients with malignant melanoma. Nucl Med Commun 28:688–695PubMedCrossRef Niederkohr RD, Rosenberg J, Shabo G, Quon A (2007) Clinical value of including the head and lower extremities in 18F-FDG PET/CT imaging for patients with malignant melanoma. Nucl Med Commun 28:688–695PubMedCrossRef
42.
go back to reference Querellou S, Keromnes N, Abgral R et al (2010) Clinical and therapeutic impact of 18F-FDG PET/CT whole-body acquisition including lower limbs in patients with malignant melanoma. Nucl Med Commun 31:766–772PubMedCrossRef Querellou S, Keromnes N, Abgral R et al (2010) Clinical and therapeutic impact of 18F-FDG PET/CT whole-body acquisition including lower limbs in patients with malignant melanoma. Nucl Med Commun 31:766–772PubMedCrossRef
Metadata
Title
Whole-body intravoxel incoherent motion imaging
Authors
Lukas Filli
Moritz C. Wurnig
Roger Luechinger
Christian Eberhardt
Roman Guggenberger
Andreas Boss
Publication date
01-07-2015
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 7/2015
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-014-3577-z

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