Skip to main content
Top
Published in: European Radiology 3/2015

01-03-2015 | Magnetic Resonance

Chronic kidney disease: pathological and functional assessment with diffusion tensor imaging at 3T MR

Authors: Zhiling Liu, Ying Xu, Jie Zhang, Junhui Zhen, Rong Wang, Shifeng Cai, Xianshun Yuan, Qingwei Liu

Published in: European Radiology | Issue 3/2015

Login to get access

Abstract

Objective

Our objective was to evaluate pathological and functional changes in chronic kidney disease (CKD) using diffusion tensor imaging (DTI) at 3 T.

Methods

There were fifty-one patients with CKD who required biopsy and 19 healthy volunteers who were examined using DTI at 3 T. The mean values of fractional anisotropy (FA) and the apparent diffusion coefficient (ADC) were obtained from the renal parenchyma (cortex and medulla). Correlations between imaging results and the estimated glomerular filtration rate (eGFR), as well as pathological damage (glomerular lesion and tubulointerstitial injury), were evaluated.

Results

The renal cortical FA was significantly lower than the medullary in both normal and affected kidneys (p < 0.001). The parenchymal FA was significantly lower in patients than healthy controls, regardless of whether eGFR was reduced. There were positive correlations between eGFR and FA (cortex, r = 0.689, p = 0.000; and medulla, r = 0.696, p = 0.000), and between eGFR and ADC (cortex, r = 0.310, p = 0.017; and medulla, r = 0.356, p = 0.010). Negative correlations were found between FA and the glomerular lesion (cortex, r = -0.499, p = 0.000; and medulla, r = -0.530, p = 0.000), and between FA and tubulointerstitial injury (cortex, r = -0.631, p = 0.000; and medulla, r = -0.724, p = 0.000).

Conclusion

DTI is valuable for noninvasive assessment of renal function and pathology in patients with CKD. A decrease in FA could identify the glomerular lesions, tubulointerstitial injuries, and eGFR.

Key Points

DTI can evaluate CKD regardless of whether the eGFR is reduced.
DTI allows the assessment of renal pathology changes.
FA appears sensitive and stable in detecting renal pathology and function.
Literature
1.
go back to reference Levey AS, Stevens LA, Coresh J (2009) Conceptual model of CKD: applications and implications. Am J Kidney Dis 53:S4–16CrossRefPubMed Levey AS, Stevens LA, Coresh J (2009) Conceptual model of CKD: applications and implications. Am J Kidney Dis 53:S4–16CrossRefPubMed
2.
go back to reference Coresh J, Selvin E, Stevens LA et al (2007) Prevalence of chronic kidney disease in the United States. JAMA 298:2038–2047CrossRefPubMed Coresh J, Selvin E, Stevens LA et al (2007) Prevalence of chronic kidney disease in the United States. JAMA 298:2038–2047CrossRefPubMed
3.
go back to reference Jiang SH, Karpe KM, Talaulikar GS (2011) Safety and predictors of complications of renal biopsy in the outpatient setting. Clin Nephrol 76:464–469CrossRefPubMed Jiang SH, Karpe KM, Talaulikar GS (2011) Safety and predictors of complications of renal biopsy in the outpatient setting. Clin Nephrol 76:464–469CrossRefPubMed
4.
go back to reference Eisenberger U, Thoeny HC, Binser T et al (2010) Evaluation of renal allograft function early after transplantation with diffusion-weighted MR imaging. Eur Radiol 20:1374–1383CrossRefPubMed Eisenberger U, Thoeny HC, Binser T et al (2010) Evaluation of renal allograft function early after transplantation with diffusion-weighted MR imaging. Eur Radiol 20:1374–1383CrossRefPubMed
5.
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 235:911–917CrossRefPubMed 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 235:911–917CrossRefPubMed
6.
go back to reference Namimoto T, Yamashita Y, Mitsuzaki K, Nakayama Y, Tang Y, Takahashi M (1999) Measurement of the apparent diffusion coefficient in diffuse renal disease by diffusion-weighted echo-planar MR imaging. J Magn Reson Imaging 9:832–837CrossRefPubMed Namimoto T, Yamashita Y, Mitsuzaki K, Nakayama Y, Tang Y, Takahashi M (1999) Measurement of the apparent diffusion coefficient in diffuse renal disease by diffusion-weighted echo-planar MR imaging. J Magn Reson Imaging 9:832–837CrossRefPubMed
7.
go back to reference Xu X, Fang W, Ling H, Chai W, Chen K (2010) Diffusion-weighted MR imaging of kidneys in patients with chronic kidney disease: initial study. Eur Radiol 20:978–983CrossRefPubMed Xu X, Fang W, Ling H, Chai W, Chen K (2010) Diffusion-weighted MR imaging of kidneys in patients with chronic kidney disease: initial study. Eur Radiol 20:978–983CrossRefPubMed
8.
go back to reference Blondin D, Lanzman RS, Mathys C et al (2009) Functional MRI of transplanted kidneys using diffusion-weighted imaging. Röfo 181:1162–1167PubMed Blondin D, Lanzman RS, Mathys C et al (2009) Functional MRI of transplanted kidneys using diffusion-weighted imaging. Röfo 181:1162–1167PubMed
9.
go back to reference Thoeny HC, De Keyzer F (2011) Diffusion-weighted MR imaging of native and transplanted kidneys. Radiology 259:25–38CrossRefPubMed Thoeny HC, De Keyzer F (2011) Diffusion-weighted MR imaging of native and transplanted kidneys. Radiology 259:25–38CrossRefPubMed
10.
go back to reference Dixon WT (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging: a modest proposal with tremendous potential. Radiology 168:566–567CrossRefPubMed Dixon WT (1988) Separation of diffusion and perfusion in intravoxel incoherent motion MR imaging: a modest proposal with tremendous potential. Radiology 168:566–567CrossRefPubMed
11.
go back to reference Hueper K, Gutberlet M, Rodt T et al (2011) Diffusion tensor imaging and tractography for assessment of renal allograft dysfunction-initial results. Eur Radiol 21:2427–2433CrossRefPubMed Hueper K, Gutberlet M, Rodt T et al (2011) Diffusion tensor imaging and tractography for assessment of renal allograft dysfunction-initial results. Eur Radiol 21:2427–2433CrossRefPubMed
12.
go back to reference Gaudiano C, Clementi V, Busato F et al (2013) Diffusion tensor imaging and tractography of the kidneys: assessment of chronic parenchymal diseases. Eur Radiol 23:1678–1685CrossRefPubMed Gaudiano C, Clementi V, Busato F et al (2013) Diffusion tensor imaging and tractography of the kidneys: assessment of chronic parenchymal diseases. Eur Radiol 23:1678–1685CrossRefPubMed
13.
go back to reference Lanzman RS, Ljimani A, Pentang G et al (2013) Kidney transplant: functional assessment with diffusion-tensor MR imaging at 3 T. Radiology 266:218–225CrossRefPubMed Lanzman RS, Ljimani A, Pentang G et al (2013) Kidney transplant: functional assessment with diffusion-tensor MR imaging at 3 T. Radiology 266:218–225CrossRefPubMed
14.
go back to reference Mukherjee P, Berman JI, Chung SW, Hess CP, Henry RG (2008) Diffusion tensor MR imaging and fiber tractography: theoretic underpinnings. AJNR Am J Neuroradiol 29:632–641CrossRefPubMed Mukherjee P, Berman JI, Chung SW, Hess CP, Henry RG (2008) Diffusion tensor MR imaging and fiber tractography: theoretic underpinnings. AJNR Am J Neuroradiol 29:632–641CrossRefPubMed
16.
go back to reference Notohamiprodjo M, Glaser C, Herrmann KA et al (2008) Diffusion tensor imaging of the kidney with parallel imaging: initial clinical experience. Invest Radiol 43:677–685CrossRefPubMed Notohamiprodjo M, Glaser C, Herrmann KA et al (2008) Diffusion tensor imaging of the kidney with parallel imaging: initial clinical experience. Invest Radiol 43:677–685CrossRefPubMed
17.
go back to reference Li Q, Li J, Zhang L, Chen Y, Zhang M, Yan F (2014) Diffusion-weighted imaging in assessing renal pathology of chronic kidney disease: A preliminary clinical study. Eur J Radiol 83:756–762CrossRefPubMed Li Q, Li J, Zhang L, Chen Y, Zhang M, Yan F (2014) Diffusion-weighted imaging in assessing renal pathology of chronic kidney disease: A preliminary clinical study. Eur J Radiol 83:756–762CrossRefPubMed
18.
go back to reference Katafuchi R, Kiyoshi Y, Oh Y et al (1998) Glomerular score as a prognosticator in IgA nephropathy: its usefulness and limitation. Clin Nephrol 49:1–8PubMed Katafuchi R, Kiyoshi Y, Oh Y et al (1998) Glomerular score as a prognosticator in IgA nephropathy: its usefulness and limitation. Clin Nephrol 49:1–8PubMed
19.
go back to reference Chandarana H, Lee VS (2009) Renal functional MRI: Are we ready for clinical application? AJR Am J Roentgenol 192:1550–1557CrossRefPubMed Chandarana H, Lee VS (2009) Renal functional MRI: Are we ready for clinical application? AJR Am J Roentgenol 192:1550–1557CrossRefPubMed
20.
go back to reference Kataoka M, Kido A, Yamamoto A et al (2009) Diffusion tensor imaging of kidneys with respiratory triggering: optimization of parameters to demonstrate anisotropic structures on fraction anisotropy maps. J Magn Reson Imaging 29:736–744CrossRefPubMed Kataoka M, Kido A, Yamamoto A et al (2009) Diffusion tensor imaging of kidneys with respiratory triggering: optimization of parameters to demonstrate anisotropic structures on fraction anisotropy maps. J Magn Reson Imaging 29:736–744CrossRefPubMed
21.
go back to reference Notohamiprodjo M, Dietrich O, Horger W et al (2010) Diffusion tensor imaging (DTI) of the kidney at 3 tesla-feasibility, protocol evaluation and comparison to 1.5 Tesla. Invest Radiol 45:245–254CrossRefPubMed Notohamiprodjo M, Dietrich O, Horger W et al (2010) Diffusion tensor imaging (DTI) of the kidney at 3 tesla-feasibility, protocol evaluation and comparison to 1.5 Tesla. Invest Radiol 45:245–254CrossRefPubMed
22.
go back to reference Gaudiano C, Clementi V, Busato F et al (2011) Renal diffusion tensor imaging: is it possible to define the tubular pathway? A case report. Magn Reson Imaging 29:1030–1033CrossRefPubMed Gaudiano C, Clementi V, Busato F et al (2011) Renal diffusion tensor imaging: is it possible to define the tubular pathway? A case report. Magn Reson Imaging 29:1030–1033CrossRefPubMed
23.
24.
go back to reference Fukuda Y, Ohashi I, Hanafusa K et al (2000) Anisotropic diffusion in kidney: apparent diffusion coefficient measurements for clinical use. J Magn Reson Imaging 11:156–160CrossRefPubMed Fukuda Y, Ohashi I, Hanafusa K et al (2000) Anisotropic diffusion in kidney: apparent diffusion coefficient measurements for clinical use. J Magn Reson Imaging 11:156–160CrossRefPubMed
25.
go back to reference Kido A, Kataoka M, Yamamoto A et al (2010) Diffusion tensor MRI of the kidney at 3.0 and 1.5 Tesla. Acta Radiol 51:1059–1063CrossRefPubMed Kido A, Kataoka M, Yamamoto A et al (2010) Diffusion tensor MRI of the kidney at 3.0 and 1.5 Tesla. Acta Radiol 51:1059–1063CrossRefPubMed
26.
go back to reference Hueper K, Hartung D, Gutberlet M et al (2012) Magnetic resonance diffusion tensor imaging for evaluation of histopathological changes in a rat model of diabetic nephropathy. Invest Radiol 47:430–437CrossRefPubMed Hueper K, Hartung D, Gutberlet M et al (2012) Magnetic resonance diffusion tensor imaging for evaluation of histopathological changes in a rat model of diabetic nephropathy. Invest Radiol 47:430–437CrossRefPubMed
27.
go back to reference Cheung JS, Fan SJ, Gao DS, Chow AM, Man K, Wu EX (2010) Diffusion tensor imaging of liver fibrosis in an experimental model. J Magn Reson Imaging 32:1141–1148CrossRefPubMed Cheung JS, Fan SJ, Gao DS, Chow AM, Man K, Wu EX (2010) Diffusion tensor imaging of liver fibrosis in an experimental model. J Magn Reson Imaging 32:1141–1148CrossRefPubMed
28.
go back to reference Heusch P, Wittsack HJ, Kropil P et al (2013) Impact of blood flow on diffusion coefficients of the human kidney: a time-resolved ECG-triggered diffusion-tensor imaging (DTI) study at 3 T. J Magn Reson Imaging 37:233–236CrossRefPubMed Heusch P, Wittsack HJ, Kropil P et al (2013) Impact of blood flow on diffusion coefficients of the human kidney: a time-resolved ECG-triggered diffusion-tensor imaging (DTI) study at 3 T. J Magn Reson Imaging 37:233–236CrossRefPubMed
29.
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 241:812–821CrossRefPubMed 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 241:812–821CrossRefPubMed
30.
go back to reference Melhem ER, Itoh R, Jones L, Barker PB (2000) Diffusion tensor MR imaging of the brain: effect of diffusion weighting on trace and anisotropy measurements. AJNR Am J Neuroradiol 21:1813–1820PubMed Melhem ER, Itoh R, Jones L, Barker PB (2000) Diffusion tensor MR imaging of the brain: effect of diffusion weighting on trace and anisotropy measurements. AJNR Am J Neuroradiol 21:1813–1820PubMed
31.
Metadata
Title
Chronic kidney disease: pathological and functional assessment with diffusion tensor imaging at 3T MR
Authors
Zhiling Liu
Ying Xu
Jie Zhang
Junhui Zhen
Rong Wang
Shifeng Cai
Xianshun Yuan
Qingwei Liu
Publication date
01-03-2015
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 3/2015
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-014-3461-x

Other articles of this Issue 3/2015

European Radiology 3/2015 Go to the issue