Xiaoke Wang1, Samir D Sharma2, Mustafa R Bashir3, Jean H Brittain2, Jean Shaffer3, Takeshi Yokoo4, Qing Yuan4, Scott B Reeder1,2,5,6,7, and Diego Hernando2
1Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, United States, 2Radiology, University of Wisconsin-Madison, Madison, WI, United States, 3Radiology, Duke University, Durham, NC, United States, 4Radiology, University of Texas Southwestern Medical Center, Dallas, TX, United States, 5Medical Physics, University of Wisconsin-Madison, Madison, WI, United States, 6Medicine, University of Wisconsin-Madison, Madison, WI, United States, 7Emergency Medicine, University of Wisconsin-Madison, Madison, WI, United States
Synopsis
A recently proposed acetone-D2O phantom, which
has ADC tunable over the entire physiological range, has shown promise for the development
and quality assurance of quantitative diffusion MRI. In this study, this
phantom was shipped between three sites with different MRI vendors to
demonstrate consistent diffusion quantification across imaging protocols,
platforms, and field strengths. The results demonstrated consistent ADC
measurements across sites/vendors, field strength, choice of b-values, intra-exam
and inter-exam repetition. In conclusion, the acetone-D2O phantom is
a promising tool for future multi-center validation and quality assurance of quantitative
diffusion MRI techniques.Introduction
Quantitative diffusion MRI is widely utilized in oncologic
research studies and is of increasing clinical interest as a tool to predict or
assess treatment response. Quantitative
diffusion phantoms are urgently needed to help clinicians and researchers to compare
data acquired using different scanner platforms, imaging protocols, and field
strengths. Such phantoms would ideally
include samples with known apparent diffusion coefficients (ADC) spanning the
entire physiological range (600-2600 μm
2∙s
-1)
[1] at an easily reproducible temperature (e.g. using an ice water bath
at 0°C) with a simple NMR spectrum (single peak) and Gaussian diffusion. Currently
available diffusion phantoms that utilize an aqueous Polyvinylpyrrolidone
solution
[2,3] provide ADC values that cover only a portion of the
physiological range when scanned at 0°C (<1120 μm
2∙s
-1)
[2].
A recently proposed acetone-D
2O phantom, where D
2O
modulates the ADC of acetone without producing MR signals, provides ADC values
covering the entire physiological range at 0°C
[4,5]. The purpose
of this study was to test the reproducibility of quantitative diffusion
measurements of the acetone-D
2O phantom across three sites with different
vendors at both 1.5T and 3T, and using two different acquisition protocols.
Methods
Phantom
construction and shipment: An
acetone-D2O phantom was constructed, which included 5 cylindrical vials
(radius=2.75cm, height=9.5cm) filled with acetone-D2O mixtures with
D2O concentrations of 0%, 5%, 10%, 20%, 40% (v/v). To test
reproducibility across sites, vendors and platforms (Table 1), the phantom was
scanned at Site 1, then sequentially shipped to and scanned at Site 2 and Site
3. At each site the phantom was stored under 0°C.To test the integrity of the
phantom at the end of the study, the phantom was shipped back to Site 1 and
rescanned using the same acquisition protocols.
Imaging
protocol: All scans were performed with the phantom placed in an ice-water
bath, where the water signal was eliminated with MnCl2 (5mM), after
30 minutes of equilibration. Cylinder vials were aligned in the S/I direction. A 2D single spin echo DW-EPI sequence was
acquired in the axial plane without parallel imaging. Two
different sets of b-values were applied to test the robustness of ADC measurements to
protocol variations: (1) 0-2000s/mm2, and (2) 0-500s/mm2.
Remaining acquisition parameters are listed in Table 2. Data obtained at sites 2 and 3 were transferred
to Site 1 for centralized processing. At each site and field strength, each
DW-EPI series was acquired twice to test the intra-exam repeatability of ADC measurements. Further, each imaging
experiment was repeated in a different session to test the inter-exam reproducibility.
Diffusion quantification: For each DW-EPI scan, one
slice with minimum image artifact such as EPI distortion was chosen for
quantitative analysis. An ADC map was generated for this slice using a
single-exponential model on a voxel-by-voxel basis. For each vial, a circular
ROI (diameter=8mm) was chosen in the center of the vial while avoiding apparent
artifacts. The ADC for the vial was calculated by averaging the ADC of each
voxel inside the ROI. The measured ADC from all intra- and inter-exam
repetitions, choice of b-values, sites, and field strengths were compared using
intra-class correlation coefficient (ICC).
In addition, Bland-Altman tests were performed to assess the individual
effects of intra-exam repetitions, inter-exam repetitions, choice of b-values, sites/vendors,
and field strengths, respectively.
Results
ADCs were measured successfully from all datasets, with mean
ADCs of 3411.4, 2686.4, 2093.7, 1337.7, 632.3μm
2∙s
-1 in
ascending order of D
2O concentrations. ICC was 0.9983 with 95%
CI=[0.9950,0.9998] across all acquisitions. Bland-Altman analyses of ADC
measurements between intra- and inter-exam repetition, field strengths and
choices of b-values (Figure 1), as well as between sites (Figure 2) demonstrated
good agreement. The close agreement between the ADC measured at Site 1 at the
beginning and end of this project (Figure 3) validates the stability of the
phantom during the entire study (37 days).
Discussion
The acetone-D
2O phantom was successfully built
and shipped (three sites overall), scanned with similar protocols at each site,
and returned to Site 1 where it was scanned again. Overall good agreement was
observed across intra- and inter-exam repetition, sites/vendors, field
strengths, and choices of b-values. This indicates good repeatability and reproducibility
of ADC measured in the acetone-D
2O phantom over a wide range of ADCs.
Some of the variations across exams and sites may be due to temperature
deviations (imperfect ice water bath) or residual imaging artifacts. These
factors highlight the need for careful control of the temperature and imaging
setup in diffusion MRI phantom studies. In conclusion, the acetone-D
2O
phantom is a promising phantom for future multi-center validation and quality
assurance of quantitative diffusion MRI techniques.
Acknowledgements
The authors wish to acknowledge
support from the NIH (R01 DK083380), the Discovery to Product (D2P) Igniter
program, as well as GE Healthcare. References
[1] Hara et al. Onco Lett 2014;8:819-824.
[2] Pierpaoli et al. ISMRM 2009 p.1414.
[3] Boss et al. AAPM 2015 TU-C-12A-8.
[4] Wang et al. ISMRM 2014 p. 0159.
[5] Toryanik et al. J Struct Chem 1988;28:714-719.