Magn Reson Med. 2025 Jul 28. doi: 10.1002/mrm.30644. Online ahead of print.
ABSTRACT
PURPOSE: Examine the theory and potential clinical application of estimated intravoxel “flow” of separated perfusion, tubular flow, and tissue diffusion from multi-b-value DWI in kidney allografts.
METHODS: Multi-b-value DWI (nine b-values; 0-800 s/mm2) from a kidney cortex is simulated with anisotropic and non-Gaussian (i.e., anomalous) vascular, tubular, and tissue components and analyzed with a Bayesian biexponential, least-squares triexponential, and spectral diffusion MRI. Comparison and application of biexponential, triexponential, and spectral diffusion flow proxies as the product of signal fraction f $$ f $$ and diffusion coefficient D $$ D $$ , f D $$ fD $$ for each component, is demonstrated in a two-center study of 54 kidney allografts patients (21 females/33 males, 48.8 ± 10.5 years, NCT05058170) and compared to fibrosis (Banff 2017 interstitial fibrosis and tubular atrophy score 0-6 from clinical biopsies of the renal cortex), impaired kidney function (Chronic Kidney Disease Epidemiology Collaboration 2021 estimated glomerular filtration rate<45 mL/min/1.73 m2), and proteinuria (mg/24 h).
RESULTS: Spectral diffusion fD $$ fD $$ demonstrated strong correlation to input fD $$ fD $$ of the simulated anisotropic and anomalous components. It agreed with both three-component diffusion ( y = 1.10 x – 0.1 $$ y=1.10x-0.1 $$ , R 2 = 0.74 $$ {R}^2=0.74 $$ ) and two-component diffusion ( y = 1.01 + 0.2 , R 2 = 0.88 $$ y=1.01+0.2,{R}^2=0.88 $$ ). fD $$ fD $$ showed similar or improved agreement and correlation to input than the individual parameters f $$ f $$ and D $$ D $$ , and spectral diffusion showed similar or improved agreement than corresponding bi- and triexponential models. In kidney allografts, fD $$ fD $$ from spectral diffusion showed that allografts with higher fibrosis score had higher f D tissue $$ f{D}_{tissue} $$ (one-way analysis of variance F-statistic = 3.86, p = 0.02) and that allografts with impaired function had reduced f D tubule $$ f{D}_{tubule} $$ (Mann-Whitney U-test = -2.14, p = 0.04). Across diagnostic groups of function and fibrosis, f D vasc $$ f{D}_{vasc} $$ negatively correlated with proteinuria ( y = – 348 x + 1144 , p = 0.035 R 2 = 0.82 $$ y=-348x+1144,p=0.035 {R}^2=0.82 $$ ).
CONCLUSIONS: Spectral diffusion MRI with multi-Gaussian fD $$ fD $$ as a flow proxy separated different anomalous and anisotropic diffusion components of perfusion, tubular flow, and tissue diffusion and may hold clinical value in diffusion MRI of kidney pathophysiology.
PMID:40720675 | DOI:10.1002/mrm.30644
