Arterial spin labeling MRI is able to detect early hemodynamic changes in diabetic nephropathy

Journal of Magnetic Resonance Imaging

Volumn 46, Issue 6, 2017, Pages 1810-1817

  Mora Gutiérrez, José María ^a   Garcia Fernandez, Nuria ^a   Slon Roblero, M Fernanda ^b   Páramo, Jose A ^c   Escalada, F Javier ^a   Wang, Danny J J ^d   Benito, Alberto ^a   Fernández Seara, María A ^a,e  

^a UNIVERSITY CLINIC OF NAVARRA   (Spain)

^b Instituto de Investigación Sanitaria de Navarra   (Spain)

^c UNIVERSITY OF NAVARRA   (Spain)

^d UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

^e UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

arterial spin labeling; diabetes mellitus; diabetic nephropathy; hemodynamic changes; MRI; renal perfusion

Indexed keywords

ALBUMIN; CREATININE; CYSTATIN C; SPIN LABEL;

ADULT; ALBUMINURIA; ARTERIAL SPIN LABELING; ARTICLE; CHRONIC KIDNEY FAILURE; CONTROLLED STUDY; DIABETIC NEPHROPATHY; DISEASE COURSE; DISEASE SEVERITY; ESTIMATED GLOMERULAR FILTRATION RATE; FEMALE; HEMODYNAMICS; HUMAN; KIDNEY BLOOD FLOW; KIDNEY FUNCTION; KIDNEY PERFUSION; MAJOR CLINICAL STUDY; MALE; NON INSULIN DEPENDENT DIABETES MELLITUS; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; AGED; BLOOD FLOW VELOCITY; DIAGNOSTIC IMAGING; GLOMERULUS FILTRATION RATE; KIDNEY; KIDNEY CIRCULATION; MIDDLE AGED; PATHOPHYSIOLOGY; PHYSIOLOGY; PROCEDURES; REPRODUCIBILITY;

ADULT; AGED; BLOOD FLOW VELOCITY; DIABETIC NEPHROPATHIES; FEMALE; GLOMERULAR FILTRATION RATE; HEMODYNAMICS; HUMANS; KIDNEY; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; RENAL CIRCULATION; REPRODUCIBILITY OF RESULTS; SPIN LABELS;

EID: 85017472408     PISSN: 10531807     EISSN: 15222586     Source Type: Journal    
DOI: 10.1002/jmri.25717     Document Type: Article

References (39)

1. Wolf G, Sharma K. Pathogenesis, Clinical manifestations, and natural history of diabetic nephropathy. In: Johnson RJ, Feehally J, Floege J, editors. Comprehensive clinical nephrology, 5th edition. Philadelphia: Elsevier Saunders; 2015. p 354–363.
2. Klessens CQF, Woutman TD, Veraar KAM, et al. An autopsy study suggests that diabetic nephropathy is underdiagnosed. Kidney Int 2016;90:149–156.
3. Fine LG, Orphanides C, Norman JT. Progressive renal disease: the chronic hypoxia hypothesis. Kidney Int Suppl 1998;65:S74–S78.
4. Correas J-M, Anglicheau D, Joly D, Gennisson J-L, Tanter M, Hélénon O. Ultrasound-based imaging methods of the kidney-recent developments. Kidney Int 2016;90:1199–1210.
5. Ritt M, Janka R, Schneider MP, et al. Measurement of kidney perfusion by magnetic resonance imaging: comparison of MRI with arterial spin labeling to para-aminohippuric acid plasma clearance in male subjects with metabolic syndrome. Nephrol Dial Transplant 2010;25:1126–1133.
6. Ebrahimi B, Textor SC, Lerman LO. Renal relevant radiology: renal functional magnetic resonance imaging. Clin J Am Soc Nephrol 2014:395–405.
7. Artz NS, Sadowski EA, Wentland AL, et al. Reproducibility of renal perfusion MR imaging in native and transplanted kidneys using non-contrast arterial spin labeling. J Magn Reson Imaging 2011;33:1414–1421.
8. Rossi C, Artunc F, Martirosian P, Schlemmer H-P, Schick F, Boss A. Histogram analysis of renal arterial spin labeling perfusion data reveals differences between volunteers and patients with mild chronic kidney disease. Invest Radiol 2012;47:490–496.
9. Hueper K, Gutberlet M, Rong S, et al. Acute kidney injury: arterial spin labeling to monitor renal perfusion impairment in mice-comparison with histopathologic results and renal function. Radiology 2014;270:117–124.
10. Heusch P, Wittsack H-J, Blondin D, et al. Functional evaluation of transplanted kidneys using arterial spin labeling MRI. J Magn Reson Imaging 2014;40:84–89.
11. Niles DJ, Artz NS, Djamali A, Sadowski EA, Grist TM, Fain SB. Longitudinal assessment of renal perfusion and oxygenation in transplant donor-recipient pairs using arterial spin labeling and blood oxygen level-dependent magnetic resonance imaging. Invest Radiol 2016;51:113–120.
12. American Diabetes Association. (2) Classification and diagnosis of diabetes. Diabetes Care 2015;38(Suppl):S8–S16.
13. Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D. 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 1999;130:461–470.
14. Levey AS, Stevens LA, Schmid CH, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med 2009;150:604–612.
15. Avants BB, Epstein CL, Grossman M, Gee JC. Symmetric diffeomorphic image registration with cross- correlation: evaluating automated labeling of elderly and neurodegenerative brain. Med Image Anal 2008;12:26–41.
16. Wang Z, Aguirre GK, Rao H, et al. Empirical optimization of ASL data analysis using an ASL data processing toolbox: ASLtbx. Magn Reson Imaging 2008;26:261–269.
17. Wang J, Zhang Y, Wolf RL, Roc AC, Alsop DC, Detre JA. Amplitude-modulated continuous arterial spin-labeling 3.0-T perfusion MR imaging with a single coil: feasibility study. Radiology 2005;235:218–228.
18. R Core Team [computer program]. Version 3.0.3. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria; 2014.
19. Dunn OJ. Multiple comparisons using rank sums. Technometrics 1964;6:241–252.
20. Holm S. A simple sequentially rejective multiple test procedure. Scand J Stat 1979;6:65–70.
21. Tan H, Koktzoglou I, Prasad PV. Renal perfusion imaging with two-dimensional navigator gated arterial spin labeling. Magn Reson Med 2014;71:570–579.
22. Li L-P, Tan H, Thacker JM, et al. Evaluation of renal blood flow in chronic kidney disease using arterial spin labeling perfusion magnetic resonance imaging. Kidney Int Rep 2017;2:36–46.
23. Chapter 1: definition and classification of CKD. Kidney Int Suppl (2011) 2013;3:19–62.
24. Rule AD, Amer H, Cornell LD, et al. The association between age and nephrosclerosis on renal biopsy among healthy adults. Ann Intern Med 2010;152:561–567.
25. Huang S-HS, Sharma AP, Yasin A, Lindsay RM, Clark WF, Filler G. Hyperfiltration affects accuracy of creatinine eGFR measurement. Clin J Am Soc Nephrol 2011;6:274–280.
26. Shlipak MG, Sarnak MJ, Katz R, et al. Cystatin C and the risk of death and cardiovascular events among elderly persons. N Engl J Med 2005;352:2049–2060.
27. Madero M, Wassel CL, Peralta CA, et al. Cystatin C associates with arterial stiffness in older adults. J Am Soc Nephrol 2009;20:1086–1093.
28. Baynes JW. Role of oxidative stress in development of complications in diabetes. Diabetes 1991;40:405–412.
29. Prasad PV. Functional MRI of the kidney: tools for translational studies of pathophysiology of renal disease. Am J Physiol Renal Physiol 2006;290:F958–F974.
30. Yin W-J, Liu F, Li X-M, et al. Noninvasive evaluation of renal oxygenation in diabetic nephropathy by BOLD-MRI. Eur J Radiol 2011;81:1426–1431.
31. Inoue T, Kozawa E, Okada H, et al. Noninvasive evaluation of kidney hypoxia and fibrosis using magnetic resonance imaging. J Am Soc Nephrol 2011;22:1429–1434.
32. Michaely HJ, Metzger L, Haneder S, Hansmann J, Schoenberg SO, Attenberger UI. Renal BOLD-MRI does not reflect renal function in chronic kidney disease. Kidney Int 2012;81:684–689.
33. Li Z, Woollard JR, Wang S, et al. Increased glomerular filtration rate in early metabolic syndrome is associated with renal adiposity and microvascular proliferation. Am J Physiol Renal Physiol 2011;301:F1078–F1087.
34. Fine LG, Dharmakumar R. Limitations of BOLD-MRI for assessment of hypoxia in chronically diseased human kidneys. Kidney Int 2012;82:934–935; author reply 935.
35. Artz NS, Wentland AL, Sadowski EA, et al. Comparing kidney perfusion using noncontrast arterial spin labeling MRI and microsphere methods in an interventional swine model. Invest Radiol 2011;46:124–131.
36. Warmuth C, Nagel S, Hegemann O, Wlodarczyk W, Lüdemann L. Accuracy of blood flow values determined by arterial spin labeling: a validation study in isolated porcine kidneys. J Magn Reson Imaging 2007;26:353–358.
37. Cutajar M, Hilton R, Olsburgh J, et al. Renal blood flow using arterial spin labelling MRI and calculated filtration fraction in healthy adult kidney donors pre-nephrectomy and post-nephrectomy. Eur Radiol 2015;25:2390–2396.
38. Cutajar M, Thomas DL, Hales PW, Banks T, Clark CA, Gordon I. Comparison of ASL and DCE MRI for the non-invasive measurement of renal blood flow: quantification and reproducibility. Eur Radiol 2014;24:1300–1308.
39. Kim DW, Shim WH, Yoon SK, et al. Measurement of arterial transit time and renal blood flow using pseudocontinuous ASL MRI with multiple post-labeling delays: feasibility, reproducibility, and variation. J Magn Reson Imaging 2017. in press. doi: 10.1002/jmri.25634