Motion and Flow Robust Free‐Breathing Diffusion Kurtosis Imaging of the Kidney

The development of noninvasive MRI biomarkers as surrogates of histopathological features in kidney tissue requires detailed explorations of contrast. Therefore, we studied kidney diffusion kurtosis imaging (DKI) with a wide array of encodings, including flow compensation, variable directional sampling, and cardiac gating regimes. Twelve healthy volunteers underwent DKI at 5-10 diffusion weightings (b-values) ranging from 0 to 1200 smm<sup>-2</sup> with 12 or 30 directional samplings, bipolar or flow-compensated diffusion gradient waveforms, and at systolic or diastolic cardiac phases. DKI biomarkers, mean diffusivity (MD) and kurtosis (MK), were interrogated using a directionally robust fitting algorithm compared to conventional fits. The combination of flow compensation and cardiac triggering at the diastolic phase in the kidneys reduced flow effects on DKI. In systole, flow-compensated waveforms significantly reduced MD and MK for both cortex and medulla: cortex MD: 3.00 versus 2.55 μm<sup>2</sup> ms<sup>-1</sup>, medulla MD: 2.80 versus 2.39 μm<sup>2</sup> ms<sup>-1</sup>, cortex MK: 0.58 versus 0.45, and medulla MK: 0.60 versus 0.47 (all p < 0.05). Flow suppression alleviated requirements for processing the DKI at higher minimum b-values, as neither MD nor MK significantly differed at the diastolic phase for minimum b-values of 0 versus 200 smm<sup>-2</sup>: cortex MD: 2.30 versus 2.28 μm<sup>2</sup> ms<sup>-1</sup>, p = 0.278; medulla MD: 2.29 versus 2.28 μm<sup>2</sup> ms<sup>-1</sup>, p = 0.437; cortex MK: 0.37 versus 0.36, p = 0.308; and medulla MK: 0.40 versus 0.40, p = 0.904. Flow-compensated waveforms mitigate cardiac and respiratory motion-related artifacts at higher diffusion encodings in addition to microcirculation effects. The robust fitting initially developed for brain DKI is highly applicable to the kidneys because it disentangles tissue-specific directional diffusion information from artifacts.

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Publication Details

Journal
NMR in Biomedicine
Published
2025-11-06
DOI
https://doi.org/10.1002/nbm.70168
Citations
2
Primary Topic
MRI in cancer diagnosis
Type
article
Field-Weighted Citation Impact
2.72

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article

Motion and Flow Robust Free‐Breathing Diffusion Kurtosis Imaging of the Kidney

Judith D. Goldberg, Eric E. Sigmund, Xiaochun Li, Malika Kumbella et al.
2 citations
NMR in Biomedicine
MRI in cancer diagnosis
2.72
article

Motion and Flow Robust Free‐Breathing Diffusion Kurtosis Imaging of the Kidney

Judith D. Goldberg, Eric E. Sigmund, Xiaochun Li, Malika Kumbella, Nima Gilani, Dibash Basukala, Mary T. Bruno, Hersh Chandarana, Jelle Veraart
article en
2 citations

Abstract

The development of noninvasive MRI biomarkers as surrogates of histopathological features in kidney tissue requires detailed explorations of contrast. Therefore, we studied kidney diffusion kurtosis imaging (DKI) with a wide array of encodings, including flow compensation, variable directional sampling, and cardiac gating regimes. Twelve healthy volunteers underwent DKI at 5-10 diffusion weightings (b-values) ranging from 0 to 1200 smm<sup>-2</sup> with 12 or 30 directional samplings, bipolar or flow-compensated diffusion gradient waveforms, and at systolic or diastolic cardiac phases. DKI biomarkers, mean diffusivity (MD) and kurtosis (MK), were interrogated using a directionally robust fitting algorithm compared to conventional fits. The combination of flow compensation and cardiac triggering at the diastolic phase in the kidneys reduced flow effects on DKI. In systole, flow-compensated waveforms significantly reduced MD and MK for both cortex and medulla: cortex MD: 3.00 versus 2.55 μm<sup>2</sup> ms<sup>-1</sup>, medulla MD: 2.80 versus 2.39 μm<sup>2</sup> ms<sup>-1</sup>, cortex MK: 0.58 versus 0.45, and medulla MK: 0.60 versus 0.47 (all p < 0.05). Flow suppression alleviated requirements for processing the DKI at higher minimum b-values, as neither MD nor MK significantly differed at the diastolic phase for minimum b-values of 0 versus 200 smm<sup>-2</sup>: cortex MD: 2.30 versus 2.28 μm<sup>2</sup> ms<sup>-1</sup>, p = 0.278; medulla MD: 2.29 versus 2.28 μm<sup>2</sup> ms<sup>-1</sup>, p = 0.437; cortex MK: 0.37 versus 0.36, p = 0.308; and medulla MK: 0.40 versus 0.40, p = 0.904. Flow-compensated waveforms mitigate cardiac and respiratory motion-related artifacts at higher diffusion encodings in addition to microcirculation effects. The robust fitting initially developed for brain DKI is highly applicable to the kidneys because it disentangles tissue-specific directional diffusion information from artifacts.

NMR in BiomedicineVol. 38(12)
New York University (US)
Center for Advanced Imaging Innovation and Research, Centre d'Imagerie BioMédicale, National Institutes of Health, National Institute of Biomedical Imaging and Bioengineering
Openalex Percentile: Top 8%
MRI in cancer diagnosis
2.72
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