<p>Kidney allograft fibrosis is a manifestation of chronic kidney disease (CKD) and predicts functional decline, and eventual allograft failure. This study evaluates whether spectral diffusion magnetic resonance imaging (MRI) detects early development and mild/moderate fibrosis in kidney allografts. In a prospective two-center study of kidney allografts, pathologic interstitial fibrosis and tubular atrophy (IFTA) was scored and eGFR was calculated from serum creatinine. Multi-b-value diffusion-weighted imaging (DWI) (<InlineEquation ID="IEq1"> <EquationSource Format="TEX">\({\text{bvalues}}=[0,10,30,50,80,120,200,400,800{\text{m}}{{\text{m}}^2}/{\text{s}}\)</EquationSource> </InlineEquation>]) was post-processed with spectral diffusion, intravoxel incoherent motion (IVIM), and apparent diffusion coefficient (ADC). Relationships between imaging parameters and biological processes were measured by Mann-Whitney U-test and Spearman’s rank; diagnostic ability was measured by five-fold cross-validation univariate and multi-variate logistic regression. Quality control analyses included volunteer MRI (<i>n</i> = 4) and inter-observer analysis (<i>n</i> = 19). 99 patients were included (50 ± 13yrs, 64&#xa0;M/35F, 39 IFTA = 0, 22 IFTA = 2, 20 IFTA = 4, 18 IFTA = 6, 46 eGFR ≤ 45mL/min/1.73m<sup>2</sup>, mean eGFR = 47.5 ± 21.3mL/min/1.73m<sup>2</sup>). Spectral diffusion detected fibrosis (<InlineEquation ID="IEq2"> <EquationSource Format="TEX">\({\text{IFTA}}&gt;0\)</EquationSource> </InlineEquation>) in patients with normal/stable <InlineEquation ID="IEq3"> <EquationSource Format="TEX">\({\text{eGFR}}&gt;45{\text{ml}}/{\text{min}}/1.73{{\text{m}}^2}\)</EquationSource> </InlineEquation> [<InlineEquation ID="IEq4"> <EquationSource Format="TEX">\(\text{AUC}\,(95\%\,\text{CI}) = 0.72\,(0.56,\,0.87), \quad p = 0.007\)</EquationSource> </InlineEquation>]. Spectral diffusion detected mild/moderate fibrosis (IFTA=2–4) [<InlineEquation ID="IEq5"> <EquationSource Format="TEX">\(\text{AUC}\,(95\%\,\text{CI}) = 0.65\,(0.52,\,0.71), \quad p = 0.023\)</EquationSource> </InlineEquation>], as did ADC [<InlineEquation ID="IEq6"> <EquationSource Format="TEX">\(\text{AUC}\,(95\%\,\text{CI}) = 0.71\,(0.54,\,0.87), \quad p = 0.013\)</EquationSource> </InlineEquation>]. eGFR, time-from-transplant, and allograft size could not. Interobserver correlation was ≥ 0.50 in 24/40 diffusion parameters. Spectral diffusion MRI showed detection of mild/moderate fibrosis and fibrosis before decline in function. It is a promising method to detect early development of fibrosis and CKD before progression.</p>

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Detecting early kidney allograft fibrosis with multi-b-value spectral diffusion MRI

  • Mira M. Liu,
  • Jonathan Dyke,
  • Thomas Gladytz,
  • Jonas Jasse,
  • Ian Bolger,
  • Sergio Calle,
  • Swathi Pavuluri,
  • Tanner Crews,
  • Ananda L. Kimm-Drapeau,
  • Surya Seshan,
  • Steven Salvatore,
  • Isaac Stillman,
  • Thangamani Muthukumar,
  • Bachir Taouli,
  • Samira Farouk,
  • Octavia Bane,
  • Sara Lewis

摘要

Kidney allograft fibrosis is a manifestation of chronic kidney disease (CKD) and predicts functional decline, and eventual allograft failure. This study evaluates whether spectral diffusion magnetic resonance imaging (MRI) detects early development and mild/moderate fibrosis in kidney allografts. In a prospective two-center study of kidney allografts, pathologic interstitial fibrosis and tubular atrophy (IFTA) was scored and eGFR was calculated from serum creatinine. Multi-b-value diffusion-weighted imaging (DWI) ( \({\text{bvalues}}=[0,10,30,50,80,120,200,400,800{\text{m}}{{\text{m}}^2}/{\text{s}}\) ]) was post-processed with spectral diffusion, intravoxel incoherent motion (IVIM), and apparent diffusion coefficient (ADC). Relationships between imaging parameters and biological processes were measured by Mann-Whitney U-test and Spearman’s rank; diagnostic ability was measured by five-fold cross-validation univariate and multi-variate logistic regression. Quality control analyses included volunteer MRI (n = 4) and inter-observer analysis (n = 19). 99 patients were included (50 ± 13yrs, 64 M/35F, 39 IFTA = 0, 22 IFTA = 2, 20 IFTA = 4, 18 IFTA = 6, 46 eGFR ≤ 45mL/min/1.73m2, mean eGFR = 47.5 ± 21.3mL/min/1.73m2). Spectral diffusion detected fibrosis ( \({\text{IFTA}}>0\) ) in patients with normal/stable \({\text{eGFR}}>45{\text{ml}}/{\text{min}}/1.73{{\text{m}}^2}\) [ \(\text{AUC}\,(95\%\,\text{CI}) = 0.72\,(0.56,\,0.87), \quad p = 0.007\) ]. Spectral diffusion detected mild/moderate fibrosis (IFTA=2–4) [ \(\text{AUC}\,(95\%\,\text{CI}) = 0.65\,(0.52,\,0.71), \quad p = 0.023\) ], as did ADC [ \(\text{AUC}\,(95\%\,\text{CI}) = 0.71\,(0.54,\,0.87), \quad p = 0.013\) ]. eGFR, time-from-transplant, and allograft size could not. Interobserver correlation was ≥ 0.50 in 24/40 diffusion parameters. Spectral diffusion MRI showed detection of mild/moderate fibrosis and fibrosis before decline in function. It is a promising method to detect early development of fibrosis and CKD before progression.