Diffusion-magnetic resonance imaging predicts decline of kidney function in chronic kidney disease and in patients with a kidney allograft

被引:34
作者
Berchtold, Lena [1 ]
Crowe, Lindsey A. [2 ]
Combescure, Christophe [3 ,4 ]
Kassai, Miklos [2 ]
Aslam, Ibtisam [2 ]
Legouis, David [5 ]
Moll, Solange [6 ]
Martin, Pierre-Yves [1 ]
de Seigneux, Sophie [1 ]
Vallee, Jean-Paul [2 ]
机构
[1] Univ & Univ Hosp Geneva, Dept Internal Med Specialties & Physiol & Metab, Serv & Lab Nephrol, Geneva, Switzerland
[2] Univ & Univ Hosp Geneva, Dept Radiol & Med Informat, Serv Radiol, Geneva, Switzerland
[3] Univ Geneva, Dept Hlth & Community Med, Div Clin Epidemiol, Geneva, Switzerland
[4] Univ Hosp Geneva, Geneva, Switzerland
[5] Univ Geneva, Dept Anaesthesiol Pharmacol & Intens Care, Intens Care Unit, Geneva, Switzerland
[6] Univ Hosp Geneva, Inst Clin Pathol, Dept Clin Pathol, Geneva, Switzerland
基金
瑞士国家科学基金会;
关键词
chronic kidney disease; magnetic resonance imaging (MRI); prognostic tool; FIBROSIS; MODEL;
D O I
10.1016/j.kint.2021.12.014
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Kidney cortical interstitial fibrosis is highly predictive of kidney prognosis and is currently assessed by evaluation of a biopsy. Diffusion-weighted magnetic resonance imaging is a promising non-invasive tool to evaluate kidney fibrosis. We recently adapted diffusion-weighted imaging sequence for discrimination between the kidney cortex and medulla and found that the cortico-medullary difference in apparent diffusion coefficient (Delta ADC) correlated with histological interstitial fibrosis. Here, we assessed whether Delta ADC as measured with diffusion-weighted magnetic resonance imaging is predictive of kidney function decline and dialysis initiation in chronic kidney disease (CKD) and patients with a kidney allograft in a prospective study encompassing 197 patients. We measured Delta ADC in 43 patients with CKD (estimated GFR (eGFR) 55ml/min/1.73m(2)) and 154 patients with a kidney allograft (eGFR 53ml/min/1.73m(2)). Patients underwent a kidney biopsy and diffusion-weighted magnetic resonance imaging within one week of biopsy; median follow-up of 2.2 years with measured laboratory parameters. The primary outcome was a rapid decline of kidney function (eGFR decline over 30% or dialysis initiation) during follow up. Significantly, patients with a negative Delta ADC had 5.4 times more risk of rapid decline of kidney function or dialysis (95% confidence interval: 2.29-12.58). After correction for kidney function at baseline and proteinuria, low ADC still predicted significant kidney function loss with a hazard ratio of 4.62 (95% confidence interval 1.56-13.67) independent of baseline age, sex, eGFR and proteinuria. Thus, low Delta ADC can be a predictor of kidney function decline and dialysis initiation in patients with native kidney disease or kidney allograft, independent of baseline kidney function and proteinuria.
引用
收藏
页码:804 / 813
页数:10
相关论文
共 26 条
[1]   NEAREST-NEIGHBOR ESTIMATION OF A BIVARIATE DISTRIBUTION UNDER RANDOM CENSORING [J].
AKRITAS, MG .
ANNALS OF STATISTICS, 1994, 22 (03) :1299-1327
[2]   Diffusion magnetic resonance imaging detects an increase in interstitial fibrosis earlier than the decline of renal function [J].
Berchtold, Lena ;
Crowe, Lindsey A. ;
Friedli, Iris ;
Legouis, David ;
Moll, Solange ;
de Perrot, Thomas ;
Martin, Pierre-Yves ;
Vallee, Jean-Paul ;
de Seigneux, Sophie .
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2020, 35 (07) :1274-1276
[3]   Validation of the corticomedullary difference in magnetic resonance imaging-derived apparent diffusion coefficient for kidney fibrosis detection: a cross-sectional study [J].
Berchtold, Lena ;
Friedli, Iris ;
Crowe, Lindsey A. ;
Martinez, Chantal ;
Moll, Solange ;
Hadaya, Karine ;
de Perrot, Thomas ;
Combescure, Christophe ;
Martin, Pierre-Yves ;
Vallee, Jean-Paul ;
de Seigneux, Sophie .
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2020, 35 (06) :937-945
[4]   Diffusion-Weighted MRI Does Not Reflect Kidney Fibrosis in a Rat Model of Fibrosis [J].
Boor, Peter ;
Perkuhn, Michael ;
Weibrecht, Martin ;
Zok, Stephanie ;
Martin, Ina V. ;
Gieseke, Juergen ;
Schoth, Felix ;
Ostendorf, Tammo ;
Kuhl, Christiane ;
Floege, Juergen .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2015, 42 (04) :990-998
[5]   Diffusion-weighted magnetic resonance imaging to assess diffuse renal pathology: a systematic review and statement paper [J].
Caroli, Anna ;
Schneider, Moritz ;
Friedli, Iris ;
Ljimani, Alexandra ;
De Seigneux, Sophie ;
Boor, Peter ;
Gullapudi, Latha ;
Kazmi, Isma ;
Mendichovszky, Iosif A. ;
Notohamiprodjo, Mike ;
Selby, Nicholas M. ;
Thoeny, Harriet C. ;
Grenier, Nicolas ;
Vallee, Jean-Paul .
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2018, 33 :II29-II40
[6]   The importance of early treatment of the anaemia of chronic kidney disease [J].
Eknoyan, G .
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2001, 16 :45-49
[7]   Morphometric and Visual Evaluation of Fibrosis in Renal Biopsies [J].
Farris, Alton B. ;
Adams, Catherine D. ;
Brousaides, Nicole ;
Della Pelle, Patricia A. ;
Collins, A. Bernard ;
Moradi, Ellie ;
Smith, R. Neal ;
Grimm, Paul C. ;
Colvin, Robert B. .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2011, 22 (01) :176-186
[8]   Renal fibrosis detected by diffusion-weighted magnetic resonance imaging remains unchanged despite treatment in subjects with renovascular disease [J].
Ferguson, Christopher M. ;
Eirin, Alfonso ;
Abumoawad, Abdelrhman ;
Saad, Ahmed ;
Jiang, Kai ;
Hedayat, Ahmad F. ;
Misra, Sanjay ;
Glockner, James ;
Textor, Stephen C. ;
Lerman, Lilach O. .
SCIENTIFIC REPORTS, 2020, 10 (01)
[9]   New Magnetic Resonance Imaging Index for Renal Fibrosis Assessment: A Comparison between Diffusion-Weighted Imaging and T1 Mapping with Histological Validation [J].
Friedli, I. ;
Crowe, L. A. ;
Berchtold, L. ;
Moll, S. ;
Hadaya, K. ;
de Perrot, T. ;
Vesin, C. ;
Martin, P. -Y. ;
de Seigneux, S. ;
Vallee, J. -P. .
SCIENTIFIC REPORTS, 2016, 6
[10]   Comparison of Readout-Segmented and Conventional Single-Shot for Echo-Planar Diffusion-Weighted Imaging in the Assessment of Kidney Interstitial Fibrosis [J].
Friedli, Iris ;
Crowe, Lindsey Alexandra ;
de Perrot, Thomas ;
Berchtold, Lena ;
Martin, Pierre-Yves ;
de Seigneux, Sophie ;
Vallee, Jean-Paul .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2017, 46 (06) :1631-1640