Kilian Stumpf1, Anna-Katinka Bracher2, Thomas Hüfken1, Britta Huch2, Meinrad Beer2, Henning Neubauer2, and Volker Rasche1
1Department of Internal Medicine II, Ulm University Medical Center, Ulm, Germany, 2Department of Diagnostic and Interventional Radiology, Ulm University Medical Center, Ulm, Germany
Synopsis
Intravoxel incoherent motion imaging
allows the quantification of diffusion and pseudo-perfusion in
tissues and can be used as an alternative to conventional T1-weighted
scans that require the use of contrast agents. Its benefits for
diagnosing juvenile idiopathic arthritis(JIA) in the knee has previously
be demonstrated, but usually requires multi-b-value DWI scans with
long scan times. In this work we investigate the influence of
different b-value combinations on the calculated diffusion and
perfusion fraction values and explore the possibility for IVIM MRI of JIA
with fewer b-values and shorter scan times.
Introduction
Diffusion-weighted imaging (DWI) is a
widely applied quantitative MRI method for the detection of diffusion
of water molecules in tissues, however, the calculation of the
apparent diffusion coefficient (ADC) with a single-exponential model
omits the impact of microperfusion effects on the ADC1. Intravoxel
incoherent motion (IVIM) imaging expands the conventional ADC model
and provides a valuable tool not only for the calculation of
diffusion coefficients but also the quantification of micro-vessel
perfusion in tissues from multi-b-value DWI scans2.
Patients with juvenile idiopathic
arthritis(JIA), one of the most common entities of chronic
arthritidis in children and adolescents, are usually examined by use
of T1-weighted MR scans with intravenous application of
gadolinium-based contrast material for the visualization of inflamed
synovial tissue and to assess disease activity and response to
therapy. Previous works have shown that perfusion fractions
calculated with IVIM MRI improves diagnostic performance and
confidence by allowing the visual differentiation of joint effusion
and inflamed synovium without the use of contrast agents3.
While multi-b-value DWI scans with longer
scan times are necessary to apply the IVIM model and can be
challenging when imaging children, it is so far unknown which and how
many b-values are required for reliable diffusion and perfusion
quantification of JIA in the knee.
In this work, we
investigated the influence of different b-value combinations and b
threshold values on the calculated IVIM parameters in 10 patients
with JIA in the knee.Methods
In this study, 10
patients (mean age: 14 ± 6 years) with known or suspected arthritis
of the knee were included. All data were acquired on a 3T whole-body
MRI (Skyra, Siemens Medical, Germany). The patients underwent an
examination including a survey scan and a readout-segmented
multi-shot EPI (RESOLVE) DWI scan with 10 B-values: 0, 50, 100, 150,
200, 300, 400, 600, 800 and 1000mm/s².
Further scan parameters were TR/TE = 3400/57ms, resolution of 1.3 x
1.3 x 3mm, 14 slices, FOV of 180 x 180mm and a scan duration of
5:32min during clinical routine.
Fitting
of the diffusion D,
perfusion/pseudo-diffusion D*
and
perfusion fraction f
parameter maps, was performed using a bi-exponential fitting model:
$$S = S_0( (1-f) exp(-bD) + f exp(bD*) )$$
with the measured
signal intensity without diffusion-weighting (b=0 s/mm²) used as $$$S_0$$$ .
Parameter fitting was
performed with the commonly used “segmented” two-step fit: first,
D and f were calculated from images with b-values above a certain
threshold b-value (here called b-threshold) where only negligible
influence of the pseudo-diffusion was expected,
simplifying the fitting model to a mono-exponential signal decay
function. Subsequently,
these D
and f
values were used for the perfusion coefficient calculation in the
bi-exponential model.
Three
ROIs were manually drawn in muscle, synovial membrane and effusion
for each patient data set from which the mean diffusion coefficient
and perfusion fraction was calculated.
The IVIM parameters
were calculated for 12 b-value combinations (see table 1), with the
four smallest b-values (50, 100, 150, 200) being included in all
combinations, and four b-threshold values (50, 100, 150 and 200mm/s²). D- and f-values calculated from combination #1 (using all
measured b-values) acted as reference values to which all other
calculated D- and f-values were compared to and the relative
difference was calculated (for b-threshold values 50, 100 and 150mm/s²).
Results
Overall, the
calculated D and f values were comparable to those of previous
publications [Hilbert Neubauer]. Figure 1 shows the calculated
diffusion (A) and perfusion fraction (B) values for muscle, synovial
membrane and effusion for all 12 b-value combinations in dependence
of the b-threshold value. While no clear influence of the b-threshold
could be observed on the D values, f distinctly increased with a
larger b-threshold.
Relative
differences for calculated diffusion (A) and perfusion fraction (B)
values between combination #1 and all other b-value combinations are
displayed in Figure 2. While the choice of b-values clearly has a
large influence on the perfusion fraction values in effusions, with b
combinations omitting smaller b-values showing the largest
differences of up to 22.6%, only small differences between b
combinations (rarely over 5%) could be observed for muscle and
synovium f values and D coefficients in general (largest difference
5.2%). For
perfusion fraction values a b-threshold of 150mm/s² led to smaller
differences between b combinations than the lower threshold values of
50 and 100mm/s².Discussion and conclusion
Overall it could be
demonstrated that IVIM parameters could be reliably calculated even
with b-value combinations comprising only few b-values. Since
diffusion coefficient calculation is mostly influenced by the highest
measured b-value, the negligible difference in D values between the b combinations was to be expected.
With the IVIM effect
usually being small, low b-values are essential for providing
reliable results for the calculated pseudo-diffusion and perfusion
fraction. Thus, b combinations with fewer b-values in the
intermediate range resulted in a larger variation of calculated f-values, especially visible in tissue with low perfusion such as
effusions. Additionally, usage of higher b-thresholds led to smaller
differences in perfusion fraction values between b combinations.
In conclusion, IVIM
MRI for JIA in the knee can be reliably performed with as few as 5
b-values, allowing for shorter scan times suitable for examinations
of children and juveniles.Acknowledgements
The authors thank the
Ulm University Center for Translational Imaging MoMAN for its
support.References
[1] Le Bihan D. et. al. MR imaging of intravoxel
incoherent motions: application to diffusion and perfusion in
neurologic disorders. Radiology (1986) 161 (2): 401–7.
[2]
Sigmund E.et al. Intravoxel incoherent Motion (IVIM) imaging of tumor
microenvironment in Locally Advanced Breat Cancer: Magn: Reson. Med.
2011 65(5):1437-1447
[3]
Hilbert F. et.al. Intravoxel incoherent motion magnetic resonance
imaging of the knee joint in children with juvenile idiopathic
arthritis. Pediatr. Radiol. (2017) 47:681-690