Abstract:School of Medicine (to N.W and C.E.S.).Purpose: To evaluate the complex fiber orientations and 3D collagen fiber network of knee joint connective tissues, including ligaments, muscle, articular cartilage, and meniscus using high spatial and angular resolution diffusion imaging. Methods: Two rat knee joints were scanned using a modified 3D diffusion-weighted spin echo pulse sequence with the isotropic spatial resolution of 45 μm at 9.4T. The b values varied from 250 to 1250 s/mm 2 with 31 diffusion encoding dir… Show more
“…The minimum AR of FA and MD for meniscus is higher than other connective tissues, probably because of the complex collagen architecture in meniscus. 26…”
Section: Discussionmentioning
confidence: 99%
“…24,25 Compared with T2 and QSM, DTI estimates the fiber direction by detecting the signal decay at different diffusion gradient directions with no need to physical rotate the specimen or subject. 26-30 Diffusion tractography of the anterior cruciate ligament (ACL) graft has been proved to be feasible on clinical 3-T MRI scanners and can provide a reliable estimation of quantitative diffusion indices of the ACL graft. 27 DTI-based tractography of Achilles tendon affords a noninvasive method to detect the tendinopathy-induced changes to microstructure integrity.…”
Objective To investigate the influences of the diffusion gradient directions (angular resolution) and the strength of the diffusion gradient ( b value) on diffusion tensor imaging (DTI) metrics and tractography of various connective tissues in knee joint. Design Two rat knee joints were scanned on a preclinical 9.4-T system using a 3-dimensional diffusion-weighted spin echo pulse sequence. One protocol with b value of 500, 1500, and 2500 s/mm2 were acquired separately using 43 diffusion gradient directions. The other protocol with b value of 1000 s/mm2 was performed using 147 diffusion gradient directions. The in-plane resolution was 45 µm isotropic. Fractional anisotropy (FA) and mean diffusivity (MD) were compared at different angular resolution. Tractography was quantitatively evaluated at different b values and angular resolutions in cartilage, ligament, meniscus, and growth plate. Results The ligament showed higher FA value compared with growth plate and cartilage. The FA values were largely overestimated at the angular resolution of 6. Compared with FA, MD showed less sensitivity to the angular resolution. The fiber tracking was failed at low angular resolution (6 diffusion gradient directions) or high b value (2500 s/mm2). The quantitative measurements of tract length and track volume were strongly dependent on angular resolution and b value. Conclusions To obtain consistent DTI outputs and tractography in knee joint, the scan may require a proper b value (ranging from 500 to 1500 s/mm2) and sufficient angular resolution (>14) with signal-to-noise ratio >10.
“…The minimum AR of FA and MD for meniscus is higher than other connective tissues, probably because of the complex collagen architecture in meniscus. 26…”
Section: Discussionmentioning
confidence: 99%
“…24,25 Compared with T2 and QSM, DTI estimates the fiber direction by detecting the signal decay at different diffusion gradient directions with no need to physical rotate the specimen or subject. 26-30 Diffusion tractography of the anterior cruciate ligament (ACL) graft has been proved to be feasible on clinical 3-T MRI scanners and can provide a reliable estimation of quantitative diffusion indices of the ACL graft. 27 DTI-based tractography of Achilles tendon affords a noninvasive method to detect the tendinopathy-induced changes to microstructure integrity.…”
Objective To investigate the influences of the diffusion gradient directions (angular resolution) and the strength of the diffusion gradient ( b value) on diffusion tensor imaging (DTI) metrics and tractography of various connective tissues in knee joint. Design Two rat knee joints were scanned on a preclinical 9.4-T system using a 3-dimensional diffusion-weighted spin echo pulse sequence. One protocol with b value of 500, 1500, and 2500 s/mm2 were acquired separately using 43 diffusion gradient directions. The other protocol with b value of 1000 s/mm2 was performed using 147 diffusion gradient directions. The in-plane resolution was 45 µm isotropic. Fractional anisotropy (FA) and mean diffusivity (MD) were compared at different angular resolution. Tractography was quantitatively evaluated at different b values and angular resolutions in cartilage, ligament, meniscus, and growth plate. Results The ligament showed higher FA value compared with growth plate and cartilage. The FA values were largely overestimated at the angular resolution of 6. Compared with FA, MD showed less sensitivity to the angular resolution. The fiber tracking was failed at low angular resolution (6 diffusion gradient directions) or high b value (2500 s/mm2). The quantitative measurements of tract length and track volume were strongly dependent on angular resolution and b value. Conclusions To obtain consistent DTI outputs and tractography in knee joint, the scan may require a proper b value (ranging from 500 to 1500 s/mm2) and sufficient angular resolution (>14) with signal-to-noise ratio >10.
“…The EM between the point at b = 200 s/mm 2 and the axis origin was the longest (EM = 1.242584), followed by b = 900 s/mm 2 (EM = 1.004105) and b = 800 s/mm 2 (EM = 0.994274). Considering the insufficient sensitivity of low b value for the detection of microstructure [ 17 , 18 ], b = 900 s/mm 2 can be thought of as the most appropriate b value for rat spinal cord DTI scan at 7 T.…”
Objective. To explore the optimal
b
value setting for diffusion tensor imaging of rats’ spinal cord at ultrahigh field strength (7 T). Methods. Spinal cord diffusion tensor imaging data were collected from 14 rats (5 healthy, 9 spinal cord injured) with a series of
b
values (200, 300, 400, 500, 600, 700, 800, 900, and 1000 s/mm2) under the condition that other scanning parameters were consistent. The image quality (including image signal-to-noise ratio and image distortion degree) and data quality (i.e., the stability and consistency of the DTI-derived parameters, referred to as data stability and data consistency) were quantitatively evaluated. The min-max normalization method was used to process the calculation results of the four indicators. Finally, the image and data quality under each
b
value were synthesized to determine the optimal
b
value. Results.
b
=
200
s
/
m
m
2
and
b
=
900
s
/
m
m
2
ranked in the top two of the comprehensive evaluation, with the best image quality at
b
=
200
s
/
m
m
2
and the best data quality at
b
=
900
s
/
m
m
2
. Conclusion. Considering the shortcomings of the ability of low
b
values to reflect the microstructure,
b
=
900
s
/
m
m
2
can be used as the optimal
b
value for 7 T spinal cord diffusion tensor scanning.
“…One of the confounding factors would be a poorly defined cartilage-bone interface. In principle, the developed advanced MR imaging methods such as diffusion and susceptibility tensor imaging techniques 46,47 could provide more accurate collagen fibril orientation information, albeit at the cost of scanning times and the efforts involved in image postprocessing. Second, human knee articular cartilage network microstructures are age-dependent, 30 while the femoral cartilage studied in this work was from an adult subject's knee.…”
The aim of the current study was to propose a generalized magic angle effect (gMAE) function for characterizing anisotropic T2W signals of human knee femoral cartilage with a spherical surface in clinical studies. A gMAE model function f(α, ε) was formulated for an orientation-dependent (ε) transverse T 2 (i.e., 1/R 2 ) relaxation in cartilage assuming an axially symmetric distribution (α) of collagen fibers. T2W sagittal images were acquired on an adult volunteer's healthy knee at 3 T, and ROI-based average signals S(ε) were extracted from angularly and radially segmented femoral cartilage.Compared with the standard MAE (sMAE) functions in the deep (DZ, α = 0 ) and in the superficial (SZ, α = 90 ) zones, a general form of R 2 orientation-dependent function f(α, ε) was fitted to S(ε), including an isotropic R 2 contribution (internal reference [REF]). Goodness of fit was evaluated by root-mean-square deviations (RMSDs).An F-test and a paired t-test were respectively used to assess significant differences between the observed variances and means, with statistical significance set to p less than .05. As a symmetric orientation-dependence function with a varying dynamic range, the proposed gMAE model outperformed the previous sMAE functions manifested by significantly reduced RMSDs in the DZ (0.239 ± 0.122 vs. 0.267 ± 0.097, p = .014) and in the SZ (0.183 ± 0.081 vs. 0.254 ± 0.085, p < .001). The fitted average angle α (38.5 ± 34.6 vs. 45.1 ± 30.1 , p < .43) and REF (5.092 ± 0.369 vs. 5.305 ± 0.440, p < .001) were smaller in the DZ than those in SZ, in good agreement with the reported collagen fibril microstructural configurations and the nonbound water contribution to R 2 in articular cartilage. In conclusion, a general form of the magic angle effect function was proposed and demonstrated for better characterizing anisotropic T2W signals from human knee femoral cartilage at 3 T in clinical studies.
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