Kaifang Liu1, Jie Meng1, and Zhengyang Zhou1
1Departments of Radiology, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
Synopsis
Thirty
patients with RA and 10 patients suspected of RA were enrolled to explore the
application value of DKI in the noninvasive identification of synovitis in hand
arthritis. The suspected synovitis or joint effusion was scored on a scale of 0
(joint effusion) to 3 (mild, moderate, severe synovitis), referring to RAMRIS
(RA-MRI-Scoring) system. ADC, D, and K from DKI were recorded and compared.
There were significant differences in ADC, D, and K values among different
enhancing degree scores. The diagnostic performance provided by the D values is
similar to the ADC value and higher than the K value.
INTRODUCTION
Proliferative
synovitis is the core of pathophysiology of rheumatoid arthritis (RA), and is
considered to be the best predictive marker of joint damage. Since irreversible
joint destruction occurs more often in late stage, the detection and evaluation
of synovitis is essential for early diagnosis, making therapeutic decisions,
assessing response to treatment, and improving the long-term prognosis.
However, conventional MRI cannot distinguish between synovitis and effusion. At
present, diffusion kurtosis imaging (DKI), as an advanced DWI model, can
quantify the non-Gaussian behavior of water molecular diffusion, and may be
superior to DWI for better characterizing the complex microstructures of tissues.
Thus, the purpose of this study is to characterize the DKI features of
synovitis and joint effusion in the hands of RA patients and to explore the
application value of DKI parameters in the diagnosis and grading of synovitis.METHODS
Thirty
patients with RA and 10 patients suspected of RA were enrolled. 3.0T MRI including
the DKI (b = 0, 500, 1000, 1500, 2000 s/mm2) and contrast-enhanced
MRI were performed. A total of 210 regions of interest (ROIs) were identified
and DKI parameters were generated. The suspected synovitis or joint effusion
was scored on a scale of 0 to 3 in each joint, referring to modified RAMRIS (RA-MRI-Scoring)
system.1 Score 0 is no enhanced (joint effusion), and 1–3 (mild,
moderate, severe) are by thirds of the presumed maximum volume of enhancing
tissue in the synovial compartment. Differences in DKI parameters among
different scores were tested by one-way analysis of variance (Bonferroni test
for pairwise comparison). The difference of DKI parameters were tested between
the patients with RA in score 0 and score (1+2+3) by using an independent
two-sample t-test. The Spearman correlation was used to evaluate the
association of DKI parameters with contrast enhancement degrees. The diagnostic
performance of DKI parameters for distinguishing different contrast enhancement
degrees was analyzed with receiver operating characteristic (ROC) curve and the
area under the ROC curve (AUC).RESULTS
Contrast
enhancement degrees were negatively correlated with the ADC and D values
significantly (r= –0.725, –0.757, respectively, all P< 0.001), but
positively correlated with the K values significantly (r=0.429, P<0.001).
There were significant differences in ADC, D, and K values among different
enhancing degree scores (all P< 0.001). ADC values differed significantly
between different scores (0 vs. 1, 0 vs. 2, 0 vs. 3, 1 vs. 3, 2 vs. 3, and 0
vs. 1-3, all P<0.05) expect scores 1 vs. 2 (P=0.174). D values showed
significant difference in all scores (0 vs. 1, 0 vs. 2, 0 vs. 3, 1 vs. 2, 1 vs.
3, 2 vs. 3, and 0 vs. 1-3, all P<0.05). K values differed significantly
between different scores (0 vs. 1, 0 vs. 2, 0 vs. 3, and 0 vs. 1-3, all
P<0.05), whereas no significant differences of K value were observed between
different scores 1 vs. 2, scores 1 vs. 3 and scores 2 vs. 3, all P > 0.05. D
and ADC have similar AUC, and both are higher than K for differentiating synovitis.
No significant differences was found between the ADC and D values. The AUC
values of D, ADC, and K values were 0.884, 0.874, and 0.728 for score (1+2+3)
from score 0, respectively.DISCUSSION
This
study demonstrates that DKI parameters differed significantly between different
scores. ADC, D, and K values correlated significantly with the degree of
synovial enhancement. This may be explained by the infiltration of inflammatory
cells hindering the mobility of molecular water.2 This finding
agrees with prior reports in which the D and ADC values of IVIM,3,4
and ADC values of DWI5,6 could be used to differentiate synovitis
from joint effusion, and showed similar correlation.
Our findings
indicate that DKI parameters showed good diagnostic performance for
differentiating synovitis from joint effusion. The AUC of ADC and D values were
similar, and both were higher than the AUC of K values. However, there was no
statistically significant difference between D values and ADC values. Although
some previous studies have shown that DKI may be superior to standard DWI in
tumor diagnosis and prognostic evaluation. No additional increased value of DKI
in comparison with conventional DWI has been found by Ding et al7 in
renal tumors, Roethke et al8 and Tamura et al9 in
prostate cancer, Li et al10 in ovarian tumors, and Yang L et al11
in liver fibrosis. Fujimori et al.3 found that the D and ADC values
of IVIM were significantly different in the diagnosis of synovitis, but D
offered slightly beneficial diagnostic performance to ADC values. Fujimori et
al.3 reported that small areas such as in the hands may affect
magnetic field inhomogeneity and geometric distortion. Our results were in
accordance with those studies.CONCLUSION
DKI
may be feasible as a noninvasive and contrast-free method for differentiating
synovitis from joint effusion in the hands of RA patients, while D and ADC
values have similar performance.Acknowledgements
No
acknowledgement found.References
1.Ostergaard
M, Edmonds J, McQueen F, et al. An introduction to the EULAR-OMERACT rheumatoid
arthritis MRI reference image atlas. Ann Rheum Dis 2005;64 Suppl 1:i3-7.
2.Qu
J, Lei X, Zhan Y, et al. Assessing Synovitis and Bone Erosion With Apparent
Diffusion Coefficient in Early Stage of Rheumatoid Arthritis. J Comput Assist
Tomogr 2017;41(5):833-838.
3.Fujimori
M, Murakami K, Sugimori H, et al. Intravoxel incoherent motion MRI for
discrimination of synovial proliferation in the hand arthritis: A prospective
proof-of-concept study. J Magn Reson Imaging 2019;50(4):1199-1206.
4.Hilbert
F, Holl-Wieden A, Sauer A, et al. Intravoxel incoherent motion magnetic
resonance imaging of the knee joint in children with juvenile idiopathic
arthritis. Pediatr Radiol 2017;47(6):681-690.
5.Sauer
A, Li M, Holl-Wieden A, et al. Readout-segmented multi-shot diffusion-weighted
MRI of the knee joint in patients with juvenile idiopathic arthritis. Pediatr
Rheumatol Online J 2017;15(1):73.
6.Li
M, Sauer A, Holl-Wieden A, et al. Diagnostic value of diffusion-weighted MRI
for imaging synovitis in pediatric patients with inflammatory conditions of the
knee joint. World J Pediatr 2020;16(1):60-67.
7.Ding
Y, Tan Q, Mao W, et al. Differentiating between malignant and benign renal
tumors: do IVIM and diffusion kurtosis imaging perform better than DWI? Eur
Radiol 2019;29(12):6930-6939.
8.Roethke
MC, Kuder TA, Kuru TH, et al. Evaluation of Diffusion Kurtosis Imaging Versus
Standard Diffusion Imaging for Detection and Grading of Peripheral Zone
Prostate Cancer. Invest Radiol 2015;50(8):483-489.
9.Tamura
C, Shinmoto H, Soga S, et al. Diffusion kurtosis imaging study of prostate
cancer: preliminary findings. J Magn Reson Imaging 2014;40(3):723-729.
10.Li
HM, Zhao SH, Qiang JW, et al. Diffusion kurtosis imaging for differentiating
borderline from malignant epithelial ovarian tumors: A correlation with Ki-67
expression. J Magn Reson Imaging 2017;46(5):1499-1506.
11.Yang
L, Rao S, Wang W, et al. Staging liver fibrosis with DWI: is there an added
value for diffusion kurtosis imaging? Eur Radiol 2018;28(7):3041-3049.