Yunlong Yue1, Minghui Song1, Yanfang Jin1, Jinsong Guo1, Lili Zuo1, Queenie Chan2, and Zhenchang Wang3
1MR Department, Beijing Shijitan Hospital of Capital Medical University, Beijing, China, 2Philips Healthcare, Hong Kong, China, 3Beijing Friendship Hospital, Capital Medical University, Beijing, China
Synopsis
To compare the
reproducibility and diagnostic performance of IVIM parameters derived from 3D
whole-lesion (W-L ROI) and single-section (S-S ROI)
delineation respectively . Forty-three patients with 46 pathologically
confirmed thyroid nodules were involved. Reduced
FOV DWI with 2D RF was employed to decrease
the distortion. The ICC values of all IVIM parameters were higher with W-L ROI
delineation than with S-S ROI delineation. The 95% limits of
agreement (Bland-Altman plots) determined by W-L ROI revealed smaller absolute
intra- and interobserver variability and the AUC of W-L ROI delineation was
higher than S-S ROI according to ROC analysis.
Introduction
Some studies have
demonstrated the potential of ADC to distinguish benign from malignant thyroid
nodules, but the results are inconsistent, and some recent meta-analyses have
shown that the diagnostic threshold results have considerable variability
(0.36–2.56 × 10-3 mm2/s). The most likely cause of these
phenomena were substantial variance in quantitative data, which might have been
influenced by different b-values used, the heterogeneity in pathological
characteristics, and the subjectivity of region of interest (ROI) delineation1.
During the acquisition of quantitative data, the ROI size and positioning have
considerable influences. For the whole-lesion (W-L) ROI method, freehand ROIs
are drawn along the border of the tumour in consecutive slices to cover the
entire tumour area. For the single-section (S-S) ROI method, a single freehand
ROI is drawn on a single slice containing the largest available tumour area or
multi-slices containing a solid area.
To the best of our
knowledge, no published studies have compared the reproducibility of these two
delineation methods in thyroid nodules. This study aimed to compare the
reproducibility of intravoxel incoherent motion (IVIM)
parameters (D, f and D*) derived from a W-L ROI and an
S-S ROI and the diagnostic performance to distinguish malignant from benign
thyroid nodules.
Methods
Forty-three patients (6
men, 37 women; mean age, 42 ± 11 years; age range, 18-68 years) with 46
pathologically confirmed thyroid nodules were
involved . All patients underwent preoperative examinations (Philips
3.0T Ingenia, Philips Medical System, The Netherlands) with conventional imaging
and reduced
FOV DWI sequences using an 8-channel carotid coil. A reduced
FOV DWI examination using 2D RF
pulse for shorter echo train
length to decrease the distortion was scanned with following parameters: TE/TR 69/1400ms; FOV 160x47mm; acquisition
matrix 108x30; 10 slices with the thickness of 5mm and 1mm gap; NSA 4. Eight b-values
(0, 20, 50, 100, 200, 400, 600, 990) were used. The non-linear fitting of the
bi-exponential model was performed on Matlab. 3D
W-L ROI was manually drawn on multiple slices to cover the whole nodule and S-S
ROI was drawn as large as possible within the most solid tumour
part (in the b = 0 s/mm2)
in two independent tumour-containing slices. Two observers who were blinded to
the clinical and histopathological data measured IVIM parameters values using W-L ROI and S-S ROI delineation respectively (Figure1), and repeated measurements were performed at an
interval of four weeks by one radiologist. Intraclass correlation coefficients
(ICC) and Bland-Altman plots were used to evaluate the intra- and interobserver
variability. The mean values of
all parameters in the malignant group and the benign group were compared by
independent samples t-tests. Receiver operating characteristic (ROC) curves
were generated to evaluate the diagnostic performance of these parameters. All statistical analyses
were performed using MedCalc Online, version 16.2 (Medcalc Software,
Mariakerke, Belgium) and SPSS (18.0 for Windows, SPSS, Chicago, IL). A P value
< 0.05 indicated a statistically significant difference.Results
The pathological findings confirmed 24 benign
nodules and 22 malignant nodules. The ICC values of all
IVIM parameters were higher with W-L ROI delineation than with S-S ROI
delineation, and excellent intra- and interobserver reproducibility were
obtained (Table1). With Bland-Altman plots, the 95% limits of agreement of the
IVIM parameters determined by W-L ROI revealed smaller absolute intra- and
interobserver variability than those determined by S-S ROI. The
results of independent samples t-tests for benign and malignant nodules
are summarized in Table 2. Among three IVIM parameters derived
from two ROI methods, D and f values were significantly lower in the
malignant nodules than in the benign nodules. D value obtained from W-L ROI was the most
powerful parameters for differentiating benign and malignant nodules [area under
the ROC curve= 0.962] (Figure2).Discussion
This finding suggested that W-L ROI
analysis might improve the assessment of tumours by capturing inherent intratumoural heterogeneity better. The results showed
that all IVIM parameters derived from W-L ROI delineation were more reproducible than
those derived from S-S ROI delineation, which was consistent with the findings
of previous studies of other organs2,3. It is worth
mentioning that especially D* and f values derived from W-L ROI showed
excellent intra-and interobserver agreement when compared with S-S ROI analysis.
The W-L ROI analysis was adopted in the present study
for minimizing observer bias and obtaining more reliable results. Using W-L ROI
delineation could reduce artificial influences thus providing a strong basic
work for future multi-centre large sample and
stratification research.Conclusion
IVIM measurements derived
from W-L ROI delineation in thyroid nodules was a robust method with excellent reproducibility
for differentiating benign from malignant nodules.Acknowledgements
No acknowledgement found.References
-
Lambregts DM, Beets GL,
Maas M, et al. Tumour ADC measurements in rectal cancer: effect of ROI methods
on ADC values and interobserver variability. Eur Radiol 2011; 21:2567-2574.
-
Nougaret S, Vargas HA, Lakhman Y, et al. Intravoxel Incoherent Motion-derived
histogram metrics for assessment of response after combined chemotherapy and
radition therapy in rectal cancer: initial experience and comparison between single-section
and volumetric analyses. Radiology 2016; 280:446-454.
-
Lee Y, Lee SS, Kim N, et al. Intravoxel incoherent motion diffusion-weighted MR
imaging of the liver: effect of triggering methods on regional variability and
measurement repeatability of quantitative parameters. Radiology 2015;
274:405-415.