Jiule Ding1, Jie Chen1, Zhenxing Jiang1, Hua Zhou2, Jia Di2, Wei Xing1, and Yongming Dai3
1Department of Radiology, Third Affiliated Hospital of Suzhou University, Changzhou, China, People's Republic of, 2Department of Nephrology, Third Affiliated Hospital of Suzhou University, Changzhou, China, People's Republic of, 3Philips Healthcare, Shanghai, China, People's Republic of
Synopsis
The IVIM model was compared with the mono-exponential model to be used to differentiate sRI from non-sRI in this study. Results indicated that IVIM contributed little to improving the differentiation, therefore the mono-exponential model based ADC, a combination of fast and slow
diffusion, might be more suitable as a biomarker image
for assessing renal dysfunction.
Background
Renal
dysfunction is a worldwide problem; and a non-invasive assessment is required
for planning treatment and follow-up. Human kidney is one of the well-perfused
organs,
1 and its major function is related to water transportation
(glomerular filtration, active and passive tubular reabsorption) under normal
conditions.
2 Intra-voxel incoherent motion (IVIM) can isolate fast
from slow water motion in well-perfused organs and may be helpful in assessing
renal dysfunction compared with a mono-exponential model.
Purpose
To evaluate IVIM in
the assessment of renal dysfunction compared with a mono-exponential model.
Methods
Fifty-four subjects were enrolled
into this study. The estimated glomerular filtration rate (eGFR) was assessed
to classify the subjects as having severe renal injury group (sRI, eGFR < 30
ml/min/1.73 m
2) or not (non-sRI). A free-breathing DWI with 7
b-factors was performed. A radiologist conducted Image analysis. An apparent
diffusion coefficient map (ADC
mon) was generated in mono-exponential
model, and diffusion coefficient (D
slow and D
fast),
and fraction of fast diffusion (F
fast) maps were generated in IVIM.
The small circular regions of interest were placed at the interface between the
cortex and medulla for parameter measurements.
Results
All four parameters (ADC
mon,
D
slow, D
fast, and F
fast) were less in sRI than
non-sRI (P<0.05). However, only both ADC
mon and D
slow
were linearly related with eGFR (P<0.05). For differentiating sRI from
non-sRI using the four parameters, receiver operating characteristic curve analysis
shown no significant difference was present between them (P>0.05).
Furthermore, the correlation was 0.93 between ADC
mon and D
slow,
larger than 0.57 between D
fast and F
fast, 0.48 between
ADC
mon and D
fast, and 0.34 between ADC
mon and
F
fast (P<0.05).
Conclusion
IVIM model can
differentiate sRI from non-sRI, but ADC
mon, a combination of fast
and slow diffusion, might be more suitable as a biomarker image for assessing
renal dysfunction.
Acknowledgements
No acknowledgement found.References
1. Brezis M, Rosen S. Hypoxia of the
renal medulla–its implications for disease. N Engl J Med. 1995; 332(10):647–655.
2. Yang D, Ye Q, Williams DS, et al. Normal and
transplanted rat kidneys: diffusion MR imaging at 7 T. Radiology. 2004;231(3):702–709.