Qiqi Zhou1, Weiyin Vivian Liu2, Qian Tang3, Ling Sang1, Wen Chen1, and Lin Xu1
1Department of Radiology,Taihe Hospital,Hubei University of Medicine, Hubei, China, 2GE Healthcare, MR Research, Beijing, China, 3Department of Biomedical Engineering,Hubei University of Medicine, Hubei, China
Synopsis
Keywords: Prostate, Cancer
High b-value diffusion weighted imaging is clinically
challenging due to its inherently low SNR and prone to presence of severe eddy current
distortion due to utility of large diffusion sensitization gradient, not to
mentioned high-resolution prostate DWI .In our study, 5b-protocol rFOV-syDWIswith
pros of short scan time provided better lesion clarity and higher image quality.Moreover,
synthetic ADCs offered reliable and satisfactory diagnostic value as scanned
13b-protocol DWIs despite significant difference of mean and median were found
between syADC
b=1500 and sADC
b=1500 in PCa but not in
hyperplasia, indicating diagnosis withrFOV-syADCs should be careful when referring
to rFOV-sADCs.
Background or Purpose
Prostate cancer (PCa) is the second most common
cancer in men and the leading cause of cancer-related death in elderly men [1].
The latest edition of 2019 Prostate Imaging-Reporting and Data System (PI-RADS
2.1) defines DWI as the primary evaluation sequence for peripheral zone cancer,
especially the diagnostic value of high-b-value DW images[2].
However, high b-value images are challenging to be acquired and measured due to
its inherently low signal-to-noise ratio (SNR) and prone to presence of severe
eddy current distortion due to utility of large diffusion sensitization
gradient [3].Synthetic DWI is a resultant of mathematical
calculation and generates via DWI data with at least two different b-values. The
calculated high b-value images of prostate can increase the significance of
lesions and improve the image quality [4]. Although the
improvement of synthetic image quality is generally recognized, no one has
studied the influence of different b-value scanning numbers on the synthetic
image quality up to now. Therefore, this study usedtwo protocolsof different b-value
scanning numbers to synthesize the same high b-value DWI images, and further
exploredthe quality and diagnostic efficiency of synthesized DW images by both
protocols.
Methods
We retrospectively evaluated the data of 52 patients
with prostate cancer (PCa) and benign prostatic hyperplasia (BPH) who visited
our hospital from July to December 2021. All patients underwent rFOV-DWI scans,
including a 13b-protocol: b =0, 25, 50, 75, 100, 150, 200, 400, 600, 1000,
1000, 1200 and 1500 s/mm2 and a 5b-protocol: b =0, 100, 400,
800,1500 s/mm2. Synthetic reduced filed-of-view diffusion weighted
images(rFOV-syDWIs) with b values of 1000 (rFOV-syDWIb=1000) and
1500 (rFOV-syDWIb=1500) were generated from two different
multiple-b-value image data sets using a mono-exponential fitting algorithm.
According to homoscedasticity and normality assessed by Levene test and
Shapiro–Wilk test, the inter-modality differences of quantitative measurements
were respectively examined by Wilcoxon signed rank test or paired t test and
the inter-group differences of ADC values were examined by independent t test
or Mann-Whitney U test. In addition, comparisons of the performance efficacy of
ADCs in differentiation of patients with prostate cancer from benign prostatic
hyperplasia were examined using ROC curves. Measurements were obtained as follows: (1) average
signal intensity of a lesion (Stumor); (2) average signal intensity
of Internal obturator muscle (Slesion); The following formula is
used to calculate the contrast ratio (CR) for DWI images:
CR=
(Stumor - Slesion)/( Stumor + Slesion)Results
Image quality scores of rFOV-syDWIb=1000/1500
computed based on 5b- and 13b- protocols were evaluated by two radiologists
(Table 1).For both multiple-b-value protocols, there were statistically higher
inter-reader agreements on synthetic reduced filed-of-view DWIs than scanned
reduced filed-of-view DWIs (rFOV-sDWI)(P < 0.001) and statistically higher scores
(U1-U4) of synthetic DWIs than scanned ones(P < 0.05).CRs of
13b-protocol and 5b-protocol rFOV-syDWIb=1000/1500 were
significantly higher than 13b-protocol rFOV-sDWIb=1000/1500 (Fig.1).Comparisons
of syADC computed by 5b- and 13b-protocol DWIs were shown (Fig.2). The meanand median
of 5b-protocol syADC showed approximately equivalent to those of 13b-protocol
syADC (Fig.3; Table 2). An illustration of the scanned and synthetic rFOV-DWI images of a
patient with PCa was shown in Fig.4.Discussion
5b-protocol synthetic DWI can be useful in clinical
work with the pros of short scan time, high-b-value DWI with good image quality
and satisfactory diagnosis performance despite significant difference of mean
and median were found betweensyADCb=1500 and sADCb=1500in
PCa but not in hyperplasia in our study.This can be explained that signal
attenuates more in normal tissues and hyperplasia than tumor cells when high b
value is used [5].Accordingly, BPH attenuated to the noise level
first on rFOV-DWIb=1000 while both PCa and BPH attenuated to the
noise level on rFOV-DWIb=1500in our study. Since synthetic ADC maps were
computed with scanned b value of 0 s/mm2 and synthetic b value of
1000 or 1500 s/mm2, less noise contributed to high-b-value DW images
and also different between
scanned and synthetic ADC maps. Thus,
we reasonably discovered that syADCmean,b=1000 was significantly
lower than sADCmean, b=1000in hyperplasia instead of cancer, but
syADCmean, b=1500was statistically higher than sADCmean, b=1500in
both cancer and hyperplasia. Moreover, the restrictions of complex biological
structures, such as organelles, cell membranes and intercellular space, make
water diffusion signal attenuation a mono-exponential form when b value is less
than 1000 s/mm2 but deviate from the Gaussian distribution (in a
non-Gaussian displacement) when b value is greater than 1000 s/mm2[6].
Thus, mean and median of synthetic DWIs-computed ADC values might be closer to
thescannedDWI-computed ADC values generated from low-b-valueimages, that is,
less diffusion kurtosis effect.
Histogram-derived ADC values—mean and median
ofboth actually scanned andsynthetic ADC values reached perfect diagnosis
efficacy with AUC of almost close and equal to 1.000 in our study, implying
mean and median possess good diagnosis efficacy in detection of prostate cancer
and its invasiveness [7]. There was no difference of 5b-protocol
and 13b-protocol mean and median of syADCb=1000, 1500 in tumor
tissues and also both diagnosis efficacy.Conclusions
rFOV-syDWIs provided better lesion clarity and
higher image quality than rFOV-sDWIs. Thus, 5b-protocol synthetic DWI is useful
in clinical work with the pros of short scan time, high-b-value DWI with good
image quality and satisfactory diagnosis performance.Acknowledgements
No acknowledgement found.References
[1]Sung
H, Ferlay J, Siegel RL, et al. Global Cancer Statistics 2020: GLOBOCAN
Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185
Countries. CA Cancer J Clin. 2021;71(3):209-249. doi:10.3322/caac.21660
[2]Turkbey B, Rosenkrantz AB, Haider MA, et al. Prostate Imaging Reporting and Data System Version 2.1: 2019 Update of Prostate Imaging Reporting and Data System Version 2. EurUrol 2019;76(3):340–351.
[3]Blackledge MD, Leach MO, Collins DJ, Koh DM. Computed diffusion-weighted MR imaging may improve tumor detection. Radiology 2011; 261: 5 7 3–581.
[4]Ueno Y , Takahashi S, Kitajima K, Kimura T, Aoki I, Kawakami F , et al. Computed diffusion- weighted imaging using 3- T magnetic resonance imaging for prostate cancer diagnosis. EurRadiol 2013; 23: 3509–16. doi: https:// doi. org/ 10. 1007/ s00330- 013- 2958-z
[5]Vural M, Ertaş G, Onay A, et al. Conspicuity of peripheral zone prostate cancer on computed diffusion-weighted imaging: comparison of cDWI1500, cDWI2000, and cDWI3000. Biomed Res Int. 2014;2014:768291. doi:10.1155/2014/768291
[6]Jensen JH, Helpern JA, Ramani A, Lu H, Kaczynski K. Diffusional kurtosis imaging: the quantification of non-gaussian water diffusion by means of magnetic resonance imaging. MagnReson Med. 2005;53(6):1432-1440. doi:10.1002/mrm.20508
[7]Zhang YD, Wang Q, Wu CJ, et al. The histogram analysis of diffusion-weighted intravoxel incoherent motion (IVIM) imaging for differentiating the gleason grade of prostate cancer. EurRadiol. 2015;25(4):994-1004. doi:10.1007/s00330-014-3511-4