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B1+ Inhomogeneity Correction with Dielectric Padding for Improved MR T2 and T1ρ Quantification in Knee Cartilage and Meniscus at 7 Tesla
Stefan Zbyn1,2,3, Richard Lartey1,2, Ahmet H. Ok1,3, Jeehun Kim1,2, Ajay Nemani4, Carl S. Winalski1,2,3, and Xiaojuan Li1,2,3
1Program of Advanced Musculoskeletal Imaging (PAMI), Cleveland Clinic, Cleveland, OH, United States, 2Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, United States, 3Department of Diagnostic Radiology, Imaging Institute, Cleveland Clinic, Cleveland, OH, United States, 4Imaging Institute, Cleveland Clinic, Cleveland, OH, United States

Synopsis

Keywords: Cartilage, Cartilage, Osteoarthritis, High-Field MRI, Quantitative Imaging, Relaxometry

Motivation: MR T2 and T1ρ mapping showed great promise for reliable detection and follow-up of knee osteoarthritis, however, B1+ inhomogeneities in knee 7T MRI often lead to signal loss and biased quantification.

Goal(s): Present study therefore evaluates the effect of high-permittivity dielectric padding on the B1+ field distribution and the reproducibility of T2 and T1ρ quantification in knee cartilage and meniscus.

Approach: Twelve subjects received scan-rescan at 7T to quantify B0, B1+, T2, T1ρ, and reproducibility changes associated with dielectric padding.

Results: Dielectric pads positioned over tibia showed improved B1+ homogeneity and reproducibility of T2 and T1ρ quantification in cartilage and meniscus at 7T.

Impact: Improved reproducibility of T2 and T1ρ MRI in cartilage and meniscus with dielectric padding at 7T could facilitate its clinical translation at ultra-high field and improve patient’s follow-up for the noninvasive evaluation of new prevention and treatment strategies for osteoarthritis.

Introduction

Cartilage and meniscus degeneration are hallmarks of knee osteoarthritis (OA). MR T2 and T1ρ mapping of cartilage showed its value for the early detection and prediction of future progression of OA [1-3]. Moreover, T2 mapping of meniscus was correlated with the severity of OA degeneration [4]. Although 7T MRI offers higher signal-to-noise ratio and acceleration factors compared to 3T, shorter RF wavelengths often lead to substantial B1+ inhomogeneities resulting in signal loss and biased quantification at 7T [5,6]. Parallel transmit, post-processing algorithms, and high-permittivity dielectric padding [7,8] were proposed to correct for B1+ inhomogeneities. Dielectric pads placed near the region with low B1+ can increase the local B1+ magnitude at the cost of global B1+ [9,10].
The aim of this 7T study is to: i) evaluate the effect of dielectric pads on the B1+ field distribution and the quantification of T2 and T1ρ in knee cartilage and meniscus; and ii) calculate the scan-rescan T2 and T1ρ repeatability with and without dielectric padding.

Methods

Twelve subjects were (age range, 18-59 years; BMI range, 21.6-34.5 kg/m2; 5 women; 5 right knees) were enrolled in this ongoing IRB-approved study. All subjects were imaged at 7T MRI (Magnetom Terra, Siemens) using a 1-Tx/28-Rx knee coil (Quality Electrodynamics). Morphological turbo-spin echo (TSE), DESS, B0, B1+ [11], MAPSS T2 and T1ρ [12], and multi-echo spin echo (MESE) T2 mapping sequences were acquired (Figure 1). Each subject left the MRI room after first scan and was repositioned for the second scan of the same knee. Repeated scans were measured: i) without dielectric pads (N=4); ii) with dielectric pads (N=3); or iii) one scan with and other scan without dielectric padding (N=5).
Two in-house made dielectric pads (155×160 mm2, CaTiO3 suspended in D2O [9]) were placed anteriorly over tibia and over either side of the knee. DESS images from both scans were non-linearly registered in ANTs [13]. Nine cartilage and meniscus compartments were automatically segmented on DESS images using an in-house deep learning algorithm [14], followed by manual corrections in ITK-SNAP as needed. In order to evaluate the same knee location with respect to its position in the magnet, medial compartments in right knees were assigned as left, and medial compartments in left knees were assigned as right (i.e., medial meniscus=right meniscus). B1+ maps were calculated as the ratio of measured and prescribed flip angles. All T2 and T1ρ maps were calculated voxel-wise by fitting a mono-exponential decay to the data using a two-parameter least-square fitting routine. Mean B0, B1+, T2 and T1ρ values were calculated in each compartment. Coefficients of variation (CVs) and Bland-Altman plots were used to evaluate scan-rescan repeatability.

Results

The effect of dielectric pads on morphological TSE images and relative B1+ maps is presented in Figure 2. Application of dielectric pads increased relative B1+ in most regions with statistically significant increase in tibia, meniscus, trochlea and femoral condyle on the right side of the knee coil (Figure 3). Dielectric padding resulted in overall decrease of relaxation times (means: MESE-T2, -1.41 ms; MAPSS-T2, -1.14 ms; MAPSS-T1ρ, -0.71 ms), and in statistically significant decrease in right meniscus (MAPSS) and right tibia (MESE-T2). B0 fields were not significantly affected by padding.
Scan-rescan T2 and T1ρ maps acquired without dielectric pads are shown in Figure 4. Scan-rescan CVs for MAPSS T2 and T1ρ were higher in measurements without (range, 1.9-7.0%) than with (range, 0.8-4.7%) dielectric pads (Figure 5). Bland-Altman plots showed more narrow limits of agreement, and thus improved repeatability, with dielectric pads (MAPSS-T2, 3.96 ms; MAPSS-T1ρ, 7.73 ms) than without dielectric pads (MAPSS-T2, 7.23 ms; MAPSS-T1ρ, 8.06 ms) (Figure 5).

Discussion

Dielectric pads positioned over tibia inside the RF knee coil showed improved B1+ homogeneity. Our results agree with the findings of Fagan and colleagues [8]. Insufficient B1+ can lead to imprecise RF pulses and low signal-to-noise ratio resulting in biased T2 and T1ρ quantification. Tibia, meniscus and trochlea compartments on the right side of knee RF coil showed poor scan-rescan T2 and T1ρ repeatability without dielectric padding. Dielectric padding seems to improve the reproducibility of T2 and T1ρ quantification in cartilage and meniscus at 7T, resulting in CVs similar to the previously reported 1.4-4.1% for MAPSS-T2 and 1.6-3.9% for MAPSS-T1ρ in healthy cartilage at 3T [15].

Conclusion

Application of dielectric pads reduced B1+ inhomogeneities and improved the quality of morphological images and the reproducibility of T2 and T1ρ quantification in cartilage and meniscus at 7T. Increased reproducibility of quantitative 7T MRI with dielectric padding could help improve patient’s MRI follow-up and the evaluation of new prevention and treatment strategies for OA.

Acknowledgements

This study was partially supported by Siemens Healthineers.

References

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Figures

Figure 1: Acquisition parameters of 3D DESS and B0, B1+, T2 and T1ρ mapping sequences.

Figure 2: From left to right, relative B1+ maps acquired without and with dielectric pads, their difference, and the corresponding morphological turbo-spin echo (TSE) images acquired without and with dielectric pads for two subjects. Low B1+, especially in the region of proximal tibia on the right side of the knee coil (first two rows), was substantially improved with dielectric padding. Increased B1+ resolved shading in tibial region of TSE images (yellow stars) resulting in improved image quality.

Figure 3: Scan-rescan quantitative results from 5 subjects acquired without and with the application of dielectric pads. Statistically significant increase in relative B1+ (red font) was observed in Tibia, Meniscus, Trochlea and Femoral Condyle regions situated on the right side of the knee RF coil. Increased B1+ after the application of dielectric pads resulted in significantly shorter MAPSS T2 and T1ρ in right meniscus (red font) and MESE T2 in right tibia (red font) which are now closer to the corresponding values on the left side of the coil.

Figure 4: Scan-rescan differences in MAPSS T2 and T1ρ values measured in the left knee of 18-year-old female without the use of dielectric pads. Scan and rescan data were registered in ANTs. T2 and T1ρ maps from cartilage and meniscus are overlaid on the corresponding 3D DESS images. The color-bars on the right represent T2 and T1ρ relaxation times in milliseconds.

Figure 5: Table on top shows mean relaxation times and scan-rescan coefficients of variation for T2 and T1ρ in cartilage and meniscus regions measured without dielectric pads (N=4) and with dielectric pads (N=3). Below are Bland-Altman plots showing the scan-rescan differences as a function of the mean T2 (blue circles) and T1ρ (green circles) for data acquired without and with dielectric pads. Preliminary results suggest improved reproducibility when using dielectric pads, especially for T2 measured with MAPSS sequence.

Proc. Intl. Soc. Mag. Reson. Med. 32 (2024)
0518
DOI: https://doi.org/10.58530/2024/0518