Jaekyun Ryu1, Won Beom Jung1, Chuluunbaatar Otgonbaatar2, Jinil Park3, Juho Kim1, Jeonghak Song4, and Hackjoon Shim1,4
1Medical Imaging AI Research Center, Canon Medical Systems Korea, Seoul, Korea, Republic of, 2College of Medicine, Seoul National University, Seoul, Korea, Republic of, 3Department of Intelligent Precision Healthcare, Sungkyunkwan University, Suwon, Korea, Republic of, 4Magnetic Resonance Business Unit, Canon Medical Systems Korea, Seoul, Korea, Republic of
Synopsis
Keywords: Muscle, Muscle
The changes in T
2 driven by
water content, oxygenation, pH, and blood volume in tissue altered during
intense physical activity provides chance to measure the muscle performance. In this study, we investigated feasibility of dynamic T
2 measurement for exercise-induced thigh muscle
activity using
conventional fast spin-echo (FASE, Fast Advanced Spin Echo) and ultrafast
spin-echo EPI (SE-EPI) with 3T MRI.
Purpose
The muscle functional magnetic resonance imaging (mfMRI) is promising imaging
technique to measure the muscle performance based on the changes in the
transverse relaxation time (T2) driven by water content,
oxygenation, pH, and blood volume in tissue altered during intense physical
activity [1-3]. This can be useful to indirectly evaluate the spatial pattern and/or
strength of exercise-induced muscle activity in sport medicine and
rehabilitation medicine.
However, conventional mfMRI using fast spin-echo sequence has a relatively long
scan-time, so its use is often limited due to half-life of exercise-induced
changes in muscle T2. Moreover, the detectability of mfMRI to T2
changes can be reduced if exercise is not performed until the onset of muscle fatigue.
Therefore, it is difficult to use this approach for efficient evaluation during
rehabilitation. Recently, mfMRI using ultrafast imaging demonstrated high
detectability to focal muscle activity with short acquisition time [4, 5]. With
the aim of evaluating the reliability of T2 measurement for exercise-induced
thigh muscle activity, we demonstrated the feasibility of dynamic T2
mapping for both the sensitivity of temporal resolution and half-life effects
using conventional fast spin-echo (FASE, Fast Advanced Spin Echo) and ultrafast
spin-echo EPI (SE-EPI) with 3-Tesla MRI.Materials & Methods
Four healthy volunteers (male; 27~37 years old)
were scanned on a 3T MRI system (Canon Medical Systems, Vintage Galan) with a
16-channel body coil. Functional imaging consistent of FASE and SE-EPI sequence
with the same spatial resolution. The imaging parameters are summarized in
Table 1. All participants performed right leg jump lunges with 5 sets of 10
times for each sequence, and imaging began immediately after the exercise. subjects
then rested for approximately 40 minutes between each exercise set for full
recovery of muscle T2 shift. The total acquisition time of FASE and
SE-EPI in T2 mapping was performed for 6 min 16 sec and 2 min 16 sec, with four
different echo times (30, 40, 50 and 60 ms) to distinguish the sensitivity of the
time resolution effect. This T2 mapping protocol sets for FASE and
SE-EPI were repeated 3 and 6 times, respectively, to evaluate the dynamic
changes in muscle function. For the T2 mapping, multi-SE data were
fitted by mono-exponential function, and then quantitative T2 values
were measured from 4 different ROIs in vastus
medialis and vastus lateralis of both thighs.Results
Figure1.A shows the representative
T2 maps of both thigh muscles for 3 time-points of FASE and 6 time-points
of SE-EPI, respectively; right muscle represents the exercise-induced activity
and left muscle is inactivity. In initial T2 maps, SE-EPI can
shorten the acquisition time by ~ 3 times compared to FASE, and showed higher T2
sensitivity than FASE, about 18.7 % and 9.77 % in the vastus medialis and
lateralis, respectively. Figure1.B represents dynamic T2 values within
two ROIs both thigh muscles from FASE and SE-EPI (red and purple for vastus
medialis; blue and cyan for vastus lateralis). Overall, SE-EPI showed higher temporal
T2 values than those of FASE. For the better interpretation, the
muscle active ratio was calculated from each ROI pair (Fig 2). At ~ 6 mins
following exercise, SE-EPI showed slightly higher muscle active ratio compared
to FASE (Fig 2.A; 1.66 vs. 1.50 in vastus medialis; 1.51 vs. 1.47 in vastus
lateralis), and this trend was continued at 12 mins following exercise (Fig 2.B;
1.48 vs. 1.23 in vastus medialis; 1.39 vs. 1.30 in vastus lateralis).Discussion & Conclusion
In this study, we demonstrated that
SE-EPI provided higher T2 value than FASE both of initial acquisition data and
during dynamic changes. We found that exercise-induced large muscle activity in
T2 changes can be typically measured using conventional fast
spin-echo, whereas the very small and/or focal muscle activity can be probably detected
in the SE-EPI with high temporal resolving effects. That is, T2 measured
from SE-EPI would be useful to detect the deep-layer muscles induced by acute
exercise. The physician or trainer requires to know the normalized and
calibrated levels of muscle activation in different tasks when choosing the specific
training exercises and making rehabilitation decisions [3]. Using ultrafast
mfMRI, they can obtain highly sensitivity and specificity in diagnosis. This
study requires further technical optimizations such as B1 inhomogeneity
correction or acquisition of pure T2 contrast as well as investigation of the
underlying mechanisms on sensitivity of time resolution and half-life effects linked
to muscular function in individuals with musculoskeletal disorders.Acknowledgements
No acknowledgement found.References
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