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

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) ([Formula: see text]]) 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/1.73m<sup>2</sup>, mean eGFR = 47.5 ± 21.3mL/min/1.73m<sup>2</sup>). Spectral diffusion detected fibrosis ([Formula: see text]) in patients with normal/stable [Formula: see text] [[Formula: see text]]. Spectral diffusion detected mild/moderate fibrosis (IFTA=2-4) [[Formula: see text]], as did ADC [[Formula: see text]]. 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.

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Publication Details

Journal
Scientific Reports
Published
2025-11-20
DOI
https://doi.org/10.1038/s41598-025-24701-5
Primary Topic
MRI in cancer diagnosis
Type
article
Field-Weighted Citation Impact
0.00

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article

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

Octavia Bane, Mira Liu, Thangamani Muthukumar, Jonathan P. Dyke et al.
Scientific Reports
MRI in cancer diagnosis
article

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

Octavia Bane, Mira Liu, Thangamani Muthukumar, Jonathan P. Dyke, Samira Farouk, Thomas Gladytz, Sai Swetha Pavuluri, Isaac E. Stillman, Surya V. Seshan, Jonas Jasse, Sara Lewis, Bachir A. Taouli, Ian Bolger, Tanner Crews, Sergio Calle, Steven Salvatore, Ananda L. Kimm-Drapeau
article en

Abstract

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) ([Formula: see text]]) 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/1.73m<sup>2</sup>, mean eGFR = 47.5 ± 21.3mL/min/1.73m<sup>2</sup>). Spectral diffusion detected fibrosis ([Formula: see text]) in patients with normal/stable [Formula: see text] [[Formula: see text]]. Spectral diffusion detected mild/moderate fibrosis (IFTA=2-4) [[Formula: see text]], as did ADC [[Formula: see text]]. 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.

Scientific ReportsVol. 15(1)
Citigroup (US), Max Delbrück Center (DE), Cornell University (US), Düsseldorf University Hospital (DE), Mount Sinai Hospital (US), Weill Cornell Medicine (US), Heinrich Heine University Düsseldorf (DE), Icahn School of Medicine at Mount Sinai (US)
Georgia Clinical and Translational Science Alliance, National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases
Openalex Percentile: Top 50%
MRI in cancer diagnosis
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