Abstract
Objectives
To investigate the value of diffusion tensor imaging (DTI) and tractography in renal allografts at the early stage after kidney transplantation.
Methods
This study was approved by the institutional ethical review committee, and written informed consent was obtained. A total of 54 renal allograft recipients 2–3 weeks after transplantation and 26 age-matched healthy volunteers underwent renal DTI with a 3.0-T magnetic resonance imaging (MRI) system. Recipients were divided into three groups according to the estimated glomerular filtration rate (eGFR). Apparent diffusion coefficient (ADC) and fractional anisotropy (FA) of the cortex and medulla were measured and compared among the groups. Whole-kidney tractography was performed. Correlation of eGFR with diffusion parameters was evaluated.
Results
In allografts with stable function, the medullary ADC was higher and the cortical FA was lower (p < 0.001) than in healthy kidneys. The cortical ADC, medullary ADC and FA decreased as the allograft function declined, and with a positive correlation with eGFR (p < 0.001); cortical FA did not. Tractography demonstrated a decrease of tract density in impaired functional allografts.
Conclusions
Renal DTI produces reliable results to assess renal allograft function at the early stage after transplantation.
Key Points
• DTI and tractography can evaluate renal allograft function at an early stage
• Medullary FA, cortical and medullary ADC can effectively evaluate allograft function
• Medullary FA, cortical and medullary ADC are correlated with eGFR in renal allografts
• Medullary ADC increased and cortical FA decreased in stable allografts compared to control subjects
• Medullary FA, cortical and medullary ADC decreased and allograft function declined
Similar content being viewed by others
References
Jiang SH, Karpe KM, Talaulikar GS (2011) Safety and predictors of complications of renal biopsy in the outpatient setting. Clin Nephrol 76:464–469
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 29:736–744
Kido A, Kataoka M, Yamamoto A et al (2010) Diffusion tensor MRI of the kidney at 3.0 and 1.5 Tesla. Acta Radiol 51:1059–1063
Cutajar M, Clayden JD, Clark CA, Gordon I (2011) Test-retest reliability and repeatability of renal diffusion tensor MRI in healthy subjects. Eur J Radiol 80:e263–e268
Wang WJ, Pui MH, Guo Y, Hu XS, Wang HJ, Yang D (2014) MR diffusion tensor imaging of normal kidneys. J Magn Reson Imaging 40:1099–1102
Gurses B, Kilickesmez O, Tasdelen N, Firat Z, Gurmen N (2011) Diffusion tensor imaging of the kidney at 3 Tesla MRI: normative values and repeatability of measurements in healthy volunteers. Diagn Interv Radiol 17:317–322
Ries M, Jones RA, Basseau F, Moonen CT, Grenier N (2001) Diffusion tensor MRI of the human kidney. J Magn Reson Imaging 14:42–49
Seif M, Lu H, Boesch C, Reyes M, Vermathen P (2015) Image registration for triggered and non-triggered DTI of the human kidney: reduced variability of diffusion parameter estimation. J Magn Reson Imaging 41:1228–1235
Notohamiprodjo M, Chandarana H, Mikheev A et al (2015) Combined intravoxel incoherent motion and diffusion tensor imaging of renal diffusion and flow anisotropy. Magn Reson Med 73:1526–1532
Lu L, Sedor JR, Gulani V et al (2011) Use of diffusion tensor MRI to identify early changes in diabetic nephropathy. Am J Nephrol 34:476–482
Gaudiano C, Clementi V, Busato F et al (2013) Diffusion tensor imaging and tractography of the kidneys: assessment of chronic parenchymal diseases. Eur Radiol 23:1678–1685
Wang WJ, Pui MH, Guo Y, Wang LQ, Wang HJ, Liu M (2014) 3T magnetic resonance diffusion tensor imaging in chronic kidney disease. Abdom Imaging 39:770–775
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 29:1030–1033
Notohamiprodjo M, Glaser C, Herrmann KA et al (2008) Diffusion tensor imaging of the kidney with parallel imaging: initial clinical experience. Investig Radiol 43:677–685
Feng Q, Ma Z, Wu J, Fang W (2015) DTI for the assessment of disease stage in patients with glomerulonephritis–correlation with renal histology. Eur Radiol 25:92–98
Liu Z, Xu Y, Zhang J et al (2015) Chronic kidney disease: pathological and functional assessment with diffusion tensor imaging at 3T MR. Eur Radiol 25:652–660
Hueper K, Gutberlet M, Rodt T et al (2011) Diffusion tensor imaging and tractography for assessment of renal allograft dysfunction-initial results. Eur Radiol 21:2427–2433
Lanzman RS, Ljimani A, Pentang G et al (2013) Kidney transplant: functional assessment with diffusion-tensor MR imaging at 3T. Radiology 266:218–225
Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D (1999) A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group. Ann Intern Med 130:461–470
National Kidney Foundation (2002) K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis 39:S1–S266
Wang R, Benner T, Sorensen AG, Wedeen VJ (2007) Diffusion Toolkit: a software package for diffusion imaging data processing and tractography. Proc Intl Soc Mag Reson Med 15:3720
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 3T. J Magn Reson Imaging 37:233–236
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 263:758–769
Oouchi H, Yamada K, Sakai K et al (2007) Diffusion anisotropy measurement of brain white matter is affected by voxel size: underestimation occurs in areas with crossing fibers. AJNR Am J Neuroradiol 28:1102–1106
Rane S, Nair G, Duong TQ (2010) DTI at long diffusion time improves fiber tracking. NMR Biomed 23:459–465
Qin W, Yu CS, Zhang F et al (2009) Effects of echo time on diffusion quantification of brain white matter at 1.5 T and 3.0 T. Magn Reson Med 61:755–760
Chuck NC, Steidle G, Blume I, Fischer MA, Nanz D, Boss A (2013) Diffusion tensor imaging of the kidneys: influence of b-value and number of encoding directions on image quality and diffusion tensor parameters. J Clin Imaging Sci 3:53
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 241:812–821
Thoeny HC, De Keyzer F (2011) Diffusion-weighted MR imaging of native and transplanted kidneys. Radiology 259:25–38
Rheinheimer S, Schneider F, Stieltjes B et al (2012) IVIM-DWI of transplanted kidneys: reduced diffusion and perfusion dependent on cold ischemia time. Eur J Radiol 81:e951–e956
Eisenberger U, Binser T, Thoeny HC, Boesch C, Frey FJ, Vermathen P (2014) Living renal allograft transplantation: diffusion-weighted MR imaging in longitudinal follow-up of the donated and the remaining kidney. Radiology 270:800–808
Eisenberger U, Thoeny HC, Binser T et al (2010) Evaluation of renal allograft function early after transplantation with diffusion-weighted MR imaging. Eur Radiol 20:1374–1383
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 31:414–417
Acknowledgments
The scientific guarantor of this publication is Dr. Wen Shen from the Department of Radiology, Tianjin First Central Hospital. Dr. Pan-Li Zuo declares a relationship with the following company: Siemens Healthcare. The authors state that this work has not received any funding. No complex statistical methods were necessary for this paper. Institutional review board approval was obtained. Written informed consent was obtained from all subjects (patients) in this study. Methodology: retrospective, experimental study, performed at one institution.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Fan, Wj., Ren, T., Li, Q. et al. Assessment of renal allograft function early after transplantation with isotropic resolution diffusion tensor imaging. Eur Radiol 26, 567–575 (2016). https://doi.org/10.1007/s00330-015-3841-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00330-015-3841-x