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Published in: European Radiology 2/2013

01-02-2013 | Magnetic Resonance

Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases

Authors: A. Andreou, D. M. Koh, D. J. Collins, M. Blackledge, T. Wallace, M. O. Leach, M. R. Orton

Published in: European Radiology | Issue 2/2013

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Abstract

Objective

To determine the measurement reproducibility of perfusion fraction f, pseudodiffusion coefficient D * and diffusion coefficient D in colorectal liver metastases and normal liver.

Methods

Fourteen patients with known colorectal liver metastases were examined twice using respiratory-triggered echo-planar DW-MRI with eight b values (0 to 900 s/mm2) 1 h apart. Regions of interests were drawn around target metastasis and normal liver in each patient to derive ADC (all b values), ADChigh (b values ≥100 s/mm2) and intravoxel incoherent motion (IVIM) parameters f, D * and D by least squares data fitting. Short-term measurement reproducibility of median ADC, ADChigh, f, D * and D values were derived from Bland–Altman analysis.

Results

The measurement reproducibility for ADC, ADChigh and D was worst in colorectal liver metastases (−21 % to +25 %) compared with liver parenchyma (−6 % to +8 %). Poor measurement reproducibility was observed for the perfusion-sensitive parameters of f (−75 % to +241 %) and D * (−89 % to +2,120 %) in metastases, and to a lesser extent the f (−24 % to +25 %) and D* (−31 % to +59 %) of liver.

Conclusions

Estimates of f and D * derived from the widely used least squares IVIM fitting showed poor measurement reproducibility. Efforts should be made to improve the measurement reproducibility of perfusion-sensitive IVIM parameters.

Key Points

Quantitative diffusion-weighted MRI parameters are increasingly used for clinical management decisions.
However perfusion-sensitive intravoxel incoherent motion (IVIM) parameters showed poor measurement reproducibility.
Measurement reproducibility of IVIM parameters was worse in metastases than normal liver.
Efforts to improve measurement reproducibility of IVIM parameters should be explored.
Literature
1.
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 210:617–623PubMed 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 210:617–623PubMed
2.
go back to reference 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.
go back to reference Koh DM, Collins DJ, Orton MR (2011) Intravoxel incoherent motion in body diffusion-weighted MRI: reality and challenges. AJR Am J Roentgenol 196:1351–1361PubMedCrossRef Koh DM, Collins DJ, Orton MR (2011) Intravoxel incoherent motion in body diffusion-weighted MRI: reality and challenges. AJR Am J Roentgenol 196:1351–1361PubMedCrossRef
4.
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 168:497–505PubMed 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 168:497–505PubMed
5.
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 161:401–407PubMed 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 161:401–407PubMed
6.
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 177:407–414PubMed Turner R, Le Bihan D, Maier J, Vavrek R, Hedges LK, Pekar J (1990) Echo-planar imaging of intravoxel incoherent motion. Radiology 177:407–414PubMed
7.
go back to reference Koh DM, Blackledge M, Collins DJ et al (2009) Reproducibility and changes in the apparent diffusion coefficients of solid tumours treated with combretastatin A4 phosphate and bevacizumab in a two-centre phase I clinical trial. Eur Radiol 19:2728–2738. doi:10.1007/s00330-009-1469-4 PubMedCrossRef Koh DM, Blackledge M, Collins DJ et al (2009) Reproducibility and changes in the apparent diffusion coefficients of solid tumours treated with combretastatin A4 phosphate and bevacizumab in a two-centre phase I clinical trial. Eur Radiol 19:2728–2738. doi:10.​1007/​s00330-009-1469-4 PubMedCrossRef
8.
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
9.
go back to reference Chow AM, Gao DS, Fan SJ, et al. (2012) Liver fibrosis: an intravoxel incoherent motion (IVIM) study. J Magn Reson Imaging 36:159–167 Chow AM, Gao DS, Fan SJ, et al. (2012) Liver fibrosis: an intravoxel incoherent motion (IVIM) study. J Magn Reson Imaging 36:159–167
10.
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 65:1437–1447PubMedCrossRef Sigmund EE, Cho GY, Kim S et al (2011) Intravoxel incoherent motion imaging of tumor microenvironment in locally advanced breast cancer. Magn Reson Med 65:1437–1447PubMedCrossRef
11.
go back to reference Re TJ, Lemke A, Klauss M et al (2011) Enhancing pancreatic adenocarcinoma delineation in diffusion derived intravoxel incoherent motion f-maps through automatic vessel and duct segmentation. Magn Reson Med 66:1327–1332PubMedCrossRef Re TJ, Lemke A, Klauss M et al (2011) Enhancing pancreatic adenocarcinoma delineation in diffusion derived intravoxel incoherent motion f-maps through automatic vessel and duct segmentation. Magn Reson Med 66:1327–1332PubMedCrossRef
12.
go back to reference Morita S, Kojima S, Hirata M, Suzuki K, Ueno E (2011) Perfusion fraction of diffusion-weighted MRI for predicting the presence of blood supply in ovarian masses. J Magn Reson Imaging 34:1131–1136PubMedCrossRef Morita S, Kojima S, Hirata M, Suzuki K, Ueno E (2011) Perfusion fraction of diffusion-weighted MRI for predicting the presence of blood supply in ovarian masses. J Magn Reson Imaging 34:1131–1136PubMedCrossRef
13.
go back to reference Lewin M, Fartoux L, Vignaud A, Arrive L, Menu Y, Rosmorduc O (2011) The diffusion-weighted imaging perfusion fraction f is a potential marker of sorafenib treatment in advanced hepatocellular carcinoma: a pilot study. Eur Radiol 21:281–290PubMedCrossRef Lewin M, Fartoux L, Vignaud A, Arrive L, Menu Y, Rosmorduc O (2011) The diffusion-weighted imaging perfusion fraction f is a potential marker of sorafenib treatment in advanced hepatocellular carcinoma: a pilot study. Eur Radiol 21:281–290PubMedCrossRef
14.
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. Invest Radiol 46:57–63PubMedCrossRef Klauss M, Lemke A, Grunberg K et al (2011) Intravoxel incoherent motion MRI for the differentiation between mass forming chronic pancreatitis and pancreatic carcinoma. Invest Radiol 46:57–63PubMedCrossRef
15.
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
16.
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 Reson Imaging 31:589–600PubMedCrossRef 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 Reson Imaging 31:589–600PubMedCrossRef
17.
go back to reference 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
18.
go back to reference Kim SY, Lee SS, Byun JH et al (2010) Malignant hepatic tumors: short-term reproducibility of apparent diffusion coefficients with breath-hold and respiratory-triggered diffusion-weighted MR imaging. Radiology 255:815–823. doi:10.1148/radiol.10091706 PubMedCrossRef Kim SY, Lee SS, Byun JH et al (2010) Malignant hepatic tumors: short-term reproducibility of apparent diffusion coefficients with breath-hold and respiratory-triggered diffusion-weighted MR imaging. Radiology 255:815–823. doi:10.​1148/​radiol.​10091706 PubMedCrossRef
19.
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 64:1580–1585. doi:10.1002/mrm.22565 PubMedCrossRef 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 64:1580–1585. doi:10.​1002/​mrm.​22565 PubMedCrossRef
20.
go back to reference Thoeny HC, De Keyzer F, Oyen RH, Peeters RR (2005) Diffusion-weighted MR imaging of kidneys in healthy volunteers and patients with parenchymal diseases: initial experience. Radiology 235:911–917PubMedCrossRef Thoeny HC, De Keyzer F, Oyen RH, Peeters RR (2005) Diffusion-weighted MR imaging of kidneys in healthy volunteers and patients with parenchymal diseases: initial experience. Radiology 235:911–917PubMedCrossRef
21.
go back to reference Thoeny HC, Zumstein D, Simon-Zoula S et al (2006) Functional evaluation of transplanted kidneys with diffusion-weighted and BOLD MR imaging: initial experience. Radiology 241:812–821PubMedCrossRef Thoeny HC, Zumstein D, Simon-Zoula S et al (2006) Functional evaluation of transplanted kidneys with diffusion-weighted and BOLD MR imaging: initial experience. Radiology 241:812–821PubMedCrossRef
22.
go back to reference Zhang L, Murata Y, Ishida R, Ohashi I, Yoshimura R, Shibuya H (2001) Functional evaluation with intravoxel incoherent motion echo-planar MRI in irradiated salivary glands: a correlative study with salivary gland scintigraphy. J Magn Reson Imaging 14:223–229PubMedCrossRef Zhang L, Murata Y, Ishida R, Ohashi I, Yoshimura R, Shibuya H (2001) Functional evaluation with intravoxel incoherent motion echo-planar MRI in irradiated salivary glands: a correlative study with salivary gland scintigraphy. J Magn Reson Imaging 14:223–229PubMedCrossRef
24.
go back to reference Le Bihan D, Turner R, Moonen CT, Pekar J (1991) Imaging of diffusion and microcirculation with gradient sensitization: design, strategy, and significance. J Magn Reson Imaging 1:7–28PubMedCrossRef Le Bihan D, Turner R, Moonen CT, Pekar J (1991) Imaging of diffusion and microcirculation with gradient sensitization: design, strategy, and significance. J Magn Reson Imaging 1:7–28PubMedCrossRef
25.
go back to reference Neil JJ, Bretthorst GL (1993) On the use of Bayesian probability theory for analysis of exponential decay data: an example taken from intravoxel incoherent motion experiments. Magn Reson Med 29:642–647PubMedCrossRef Neil JJ, Bretthorst GL (1993) On the use of Bayesian probability theory for analysis of exponential decay data: an example taken from intravoxel incoherent motion experiments. Magn Reson Med 29:642–647PubMedCrossRef
26.
go back to reference 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. Magn Reson Med. 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. Magn Reson Med. doi:10.​1002/​mrm.​24277
Metadata
Title
Measurement reproducibility of perfusion fraction and pseudodiffusion coefficient derived by intravoxel incoherent motion diffusion-weighted MR imaging in normal liver and metastases
Authors
A. Andreou
D. M. Koh
D. J. Collins
M. Blackledge
T. Wallace
M. O. Leach
M. R. Orton
Publication date
01-02-2013
Publisher
Springer-Verlag
Published in
European Radiology / Issue 2/2013
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-012-2604-1

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