Skip to main content
Erschienen in: Abdominal Radiology 10/2018

14.03.2018

Use of intravoxel incoherent motion diffusion-weighted imaging to detect early changes in diabetic kidneys

verfasst von: Yi Deng, Biran Yang, Yan Peng, Zhiqiang Liu, Jinwen Luo, Guoxin Du

Erschienen in: Abdominal Radiology | Ausgabe 10/2018

Einloggen, um Zugang zu erhalten

Abstract

Objective

The purpose of the study was to examine differences in kidney intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) parameters in early-stage diabetic patients versus healthy controls.

Materials and methods

Nineteen type 2 diabetic patients (group A) with a urinary albumin-to-creatinine ratio (ACR) < 30 mg/g and an estimated glomerular filtration rate (eGFR) of 80–120 mL/(min 1.73 m2) and twelve healthy volunteers (group B) were recruited. Kidneys were scanned with 1.5-Tesla IVIM-DWI. Nine b values (0, 50, 100, 150, 200, 300, 400, 600, and 800 s/mm2) were used. The parameters derived from IVIM-DWI were calculated for each kidney by two radiologists and included the perfusion fraction (f), diffusion coefficient (D), and pseudo-diffusion coefficient (D*). The mean values of f, D, and D* were calculated by selecting multiple regions of interest in the kidney. The diagnostic performance of the f, D, and D* values for the diagnosis of early diabetic kidney changes was determined by receiver operating characteristic analysis. Three radiologists independently measured the parameters derived from IVIM-DWI in the two groups by free-hand placing regions of interest, and the interclass coefficients (ICCs) were analyzed by SPSS.16.0 software.

Results

The f values of the kidneys were significantly higher in diabetic patients than in healthy volunteers. The D value of the kidneys was significantly lower in diabetic patients than in healthy volunteers. No significant differences in the D* values of the kidneys were observed between diabetic patients and healthy volunteers. The D values of the right kidneys were significantly higher than those of the left kidneys in both groups. The results of the receiver operating characteristic analysis were as follows: left kidney—f value AUC = 0.650 (cutoff point ≥ 27.49%) and D value AUC = 0.752 (cutoff point ≤ 1.68 × 10−3 mm2/s); and right kidney—f value AUC = 0.650 (cutoff point ≥ 28.24%) and D value AUC = 0.752 (cutoff point ≤ 1.81 × 10−3 mm2/s). The diagnostic performance of the D* value was very low (AUC < 0.6). No significant differences were present between the areas under the curves of the f and D values (P > 0.05). The ICCs of the f value and D value were between 0.637 and 0.827. The ICC of the D* value was less than 0.3.

Conclusion

The results of our study suggest that changes in kidneys detected by IVIM-DWI may serve as indicators of early diabetic kidney disease.
Literatur
1.
Zurück zum Zitat National Kidney Foundation (2012) KDOQI clinical practice guideline for diabetes and CKD: 2012 update. Am J Kidney Dis 60(5):850–886CrossRef National Kidney Foundation (2012) KDOQI clinical practice guideline for diabetes and CKD: 2012 update. Am J Kidney Dis 60(5):850–886CrossRef
2.
Zurück zum Zitat Herrmann J, Ittrich H, Kaul MG, et al. (2017) Functional assessment of the kidneys in a 10 month-old child with renal artery stenosis by intravoxel incoherent motion. Nephrology 22:257–260CrossRefPubMed Herrmann J, Ittrich H, Kaul MG, et al. (2017) Functional assessment of the kidneys in a 10 month-old child with renal artery stenosis by intravoxel incoherent motion. Nephrology 22:257–260CrossRefPubMed
3.
Zurück zum Zitat Notohamiprodjo M, Chandarana H, Mikheev A, et al. (2015) Combined intravoxel incoherent motion and diffusion tensor imaging of renal diffusion and flow anisotropy. Magnetic Resonance in Medicine 73(4):1526–1532CrossRefPubMed Notohamiprodjo M, Chandarana H, Mikheev A, et al. (2015) Combined intravoxel incoherent motion and diffusion tensor imaging of renal diffusion and flow anisotropy. Magnetic Resonance in Medicine 73(4):1526–1532CrossRefPubMed
4.
Zurück zum Zitat Poynton CB, Lee MM, Li Y, et al. (2017) Intravoxel incoherent motion analysis of renal allograft diffusion with clinical and histopathological correlation in pediatric kidney transplant patients: a preliminary cross-sectional observational study. Pediatr Transplant 26(6):e12996CrossRef Poynton CB, Lee MM, Li Y, et al. (2017) Intravoxel incoherent motion analysis of renal allograft diffusion with clinical and histopathological correlation in pediatric kidney transplant patients: a preliminary cross-sectional observational study. Pediatr Transplant 26(6):e12996CrossRef
5.
Zurück zum Zitat Ren T, C-l Wen, L-h Chen, et al. (2016) Evaluation of renal allografts function early after transplantation using intravoxel incoherent motion and arterial spin labeling MRI. Magn Reson Imaging 34(7):908–914CrossRefPubMed Ren T, C-l Wen, L-h Chen, et al. (2016) Evaluation of renal allografts function early after transplantation using intravoxel incoherent motion and arterial spin labeling MRI. Magn Reson Imaging 34(7):908–914CrossRefPubMed
6.
Zurück zum Zitat Ding Y, Zeng M, Rao S, et al. (2016) Comparison of biexponential and monoexponential model of diffusion-weighted imaging for distinguishing between common renal cell carcinoma and fat poor angiomyolipoma. Korean J Radiol 17(6):853–863CrossRefPubMedPubMedCentral Ding Y, Zeng M, Rao S, et al. (2016) Comparison of biexponential and monoexponential model of diffusion-weighted imaging for distinguishing between common renal cell carcinoma and fat poor angiomyolipoma. Korean J Radiol 17(6):853–863CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat 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(3):e310–e316CrossRefPubMed 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(3):e310–e316CrossRefPubMed
8.
Zurück zum Zitat Chandarana H, Kang SK, Wong S, et al. (2012) Diffusion-weighted intravoxel incoherent motion imaging of renal tumors with histopathologic correlation. Invest Radiol 47(12):688–696CrossRefPubMed Chandarana H, Kang SK, Wong S, et al. (2012) Diffusion-weighted intravoxel incoherent motion imaging of renal tumors with histopathologic correlation. Invest Radiol 47(12):688–696CrossRefPubMed
9.
Zurück zum Zitat Pugliese G, Solini A, Bonora E, et al. (2011) The Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation provides a better definition of cardiovascular burden associated with CKD than the Modification of Diet in Renal Disease (MDRD) Study formula in subjects with type 2 diabetes. Atherosclerosis 218(1):194–199CrossRefPubMed Pugliese G, Solini A, Bonora E, et al. (2011) The Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation provides a better definition of cardiovascular burden associated with CKD than the Modification of Diet in Renal Disease (MDRD) Study formula in subjects with type 2 diabetes. Atherosclerosis 218(1):194–199CrossRefPubMed
10.
Zurück zum Zitat Le Bihan DBE, 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 161:401–407CrossRefPubMed Le Bihan DBE, 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 161:401–407CrossRefPubMed
11.
Zurück zum Zitat Cakmak P, Yagci AB, Dursun B, Herek D, Fenkci SM (2014) Renal diffusion-weighted imaging in diabetic nephropathy: correlation with clinical stages of disease. Diagn Interv Radiol 20(5):374–378CrossRefPubMedPubMedCentral Cakmak P, Yagci AB, Dursun B, Herek D, Fenkci SM (2014) Renal diffusion-weighted imaging in diabetic nephropathy: correlation with clinical stages of disease. Diagn Interv Radiol 20(5):374–378CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Bane O, Wagner M, Zhang JL, et al. (2016) Assessment of renal function using intravoxel incoherent motion diffusion-weighted imaging and dynamic contrast-enhanced MRI. J Magn Reson Imaging 44(2):317–326CrossRefPubMedPubMedCentral Bane O, Wagner M, Zhang JL, et al. (2016) Assessment of renal function using intravoxel incoherent motion diffusion-weighted imaging and dynamic contrast-enhanced MRI. J Magn Reson Imaging 44(2):317–326CrossRefPubMedPubMedCentral
13.
Zurück zum Zitat Carbone SF, Gaggioli E, Ricci V, et al. (2007) Diffusion-weighted magnetic resonance imaging in the evaluation of renal function: a preliminary study. Radiol med 112:1201–1210CrossRefPubMed Carbone SF, Gaggioli E, Ricci V, et al. (2007) Diffusion-weighted magnetic resonance imaging in the evaluation of renal function: a preliminary study. Radiol med 112:1201–1210CrossRefPubMed
14.
Zurück zum Zitat Emre T, Kilickesmez O, Buker A, et al. (2016) Renal function and diffusion-weighted imaging: a new method to diagnose kidney failure before losing half function. Radiol Med 121(3):163–172CrossRefPubMed Emre T, Kilickesmez O, Buker A, et al. (2016) Renal function and diffusion-weighted imaging: a new method to diagnose kidney failure before losing half function. Radiol Med 121(3):163–172CrossRefPubMed
15.
Zurück zum Zitat Heusch P, Wittsack H-J, Pentang G, et al. (2013) Biexponential analysis of diffusion-weighted imaging: comparison of three different calculation methods in transplanted kidneys. Acta Radiol 54(10):1210–1217CrossRefPubMed Heusch P, Wittsack H-J, Pentang G, et al. (2013) Biexponential analysis of diffusion-weighted imaging: comparison of three different calculation methods in transplanted kidneys. Acta Radiol 54(10):1210–1217CrossRefPubMed
16.
Zurück zum Zitat Ichikawa S, Motosugi U, Ichikawa T, et al. (2013) Intravoxel incoherent motion imaging of the kidney: alterations in diffusion and perfusion in patients with renal dysfunction. Magn Reson Imaging 31(3):414–417CrossRefPubMed Ichikawa S, Motosugi U, Ichikawa T, et al. (2013) Intravoxel incoherent motion imaging of the kidney: alterations in diffusion and perfusion in patients with renal dysfunction. Magn Reson Imaging 31(3):414–417CrossRefPubMed
17.
Zurück zum Zitat Li Q, Li J, Zhang L, et al. (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, et al. (2014) Diffusion-weighted imaging in assessing renal pathology of chronic kidney disease: a preliminary clinical study. Eur J Radiol 83:756–762CrossRefPubMed
18.
Zurück zum Zitat 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(3):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(3):911–917CrossRefPubMed
19.
Zurück zum Zitat Chen X, Xiao W, Li X, et al. (2014) In vivo evaluation of renal function using diffusion weighted imaging and diffusion tensor imaging in type 2 diabetics with normoalbuminuria versus microalbuminuria. Front Med 8(4):471–476CrossRefPubMed Chen X, Xiao W, Li X, et al. (2014) In vivo evaluation of renal function using diffusion weighted imaging and diffusion tensor imaging in type 2 diabetics with normoalbuminuria versus microalbuminuria. Front Med 8(4):471–476CrossRefPubMed
20.
Zurück zum Zitat Le Bihan D (2008) Intravoxel incoherent motion perfusion mr imaging: a wake-up call. Radiology 249(3):748–752CrossRefPubMed Le Bihan D (2008) Intravoxel incoherent motion perfusion mr imaging: a wake-up call. Radiology 249(3):748–752CrossRefPubMed
21.
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(3):758–769CrossRefPubMed 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(3):758–769CrossRefPubMed
22.
Zurück zum Zitat Ding Y, Miao X, Li R, et al. (2016) Intravoxel incoherent motion diffusion weighted imaging of normal adult kidney. J PractRadiol 32(4):71–78 Ding Y, Miao X, Li R, et al. (2016) Intravoxel incoherent motion diffusion weighted imaging of normal adult kidney. J PractRadiol 32(4):71–78
23.
Zurück zum Zitat Jerome NP, Orton MR, D’Arcy JA, et al. (2014) Comparison of free-breathing with navigator-controlled acquisition regimes in abdominal diffusion-weighted magnetic resonance images: effect on ADC and IVIM statistics. J Magn Reson Imaging 39(1):235–240CrossRefPubMed Jerome NP, Orton MR, D’Arcy JA, et al. (2014) Comparison of free-breathing with navigator-controlled acquisition regimes in abdominal diffusion-weighted magnetic resonance images: effect on ADC and IVIM statistics. J Magn Reson Imaging 39(1):235–240CrossRefPubMed
24.
Zurück zum Zitat Pan J, Zhang H, Man F, et al. (2017) Measurement and scan reproducibility of parameters of intravoxel incoherent motion in renal tumor and normal renal parenchyma: a preliminary research at 3.0T MR. Abdom Radiol Pan J, Zhang H, Man F, et al. (2017) Measurement and scan reproducibility of parameters of intravoxel incoherent motion in renal tumor and normal renal parenchyma: a preliminary research at 3.0T MR. Abdom Radiol
25.
Zurück zum Zitat Barbieri S, Donati OF, Froehlich JM, Thoeny HC (2016) Comparison of intravoxel incoherent motion parameters across MR imagers and field strengths: evaluation in upper abdominal organs. Radiology 279(3):784–794CrossRefPubMed Barbieri S, Donati OF, Froehlich JM, Thoeny HC (2016) Comparison of intravoxel incoherent motion parameters across MR imagers and field strengths: evaluation in upper abdominal organs. Radiology 279(3):784–794CrossRefPubMed
Metadaten
Titel
Use of intravoxel incoherent motion diffusion-weighted imaging to detect early changes in diabetic kidneys
verfasst von
Yi Deng
Biran Yang
Yan Peng
Zhiqiang Liu
Jinwen Luo
Guoxin Du
Publikationsdatum
14.03.2018
Verlag
Springer US
Erschienen in
Abdominal Radiology / Ausgabe 10/2018
Print ISSN: 2366-004X
Elektronische ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-018-1521-4

Weitere Artikel der Ausgabe 10/2018

Abdominal Radiology 10/2018 Zur Ausgabe

Update Radiologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.