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Six-minute, in vivo MRI quantification of proximal femur trabecular bone 3D microstructure
Brian-Tinh Duc Vu1, Brandon C Jones1, Hyunyeol Lee2
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, 1 Founders Building, 3400 Spruce St, Philadelphia, PA 19104, United States of America; Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, 210 South 33(rd) St, Philadelphia, PA 19104, United States of America.
Background:
Assessment of proximal femur trabecular bone microstructure in vivo by magnetic resonance imaging has recently been validated for acquiring information independent of bone mineral density in osteoporotic patients. However, the requisite signal-to-noise ratio (SNR) and resolution for interrogation of the trabecular microstructure at this anatomical location prolongs the scan duration and renders the imaging protocol clinically infeasible. Parallel imaging and compressed sensing (PICS) techniques can reduce the scan duration of the imaging protocol without substantially compromising image quality. The present work investigates the limits of acceleration for a commonly used PICS technique, ℓ1-ESPIRiT, for the purpose of quantifying measures of trabecular bone microarchitecture. Based on a desired error tolerance, a six-minute, prospectively accelerated variant of the imaging protocol was developed and assessed for intersession reproducibility and agreement with the longer reference scan.
Purpose:
To investigate the limits of acceleration for MRI-based trabecular bone quantification by parallel imaging and compressed sensing reconstruction, and to develop a prototypical imaging protocol for assessing the proximal femur microstructure in a clinically practical scan time.
Methods:
Healthy participants (n = 11) were scanned by a 3D balanced steady-state free precession (bSSFP) sequence satisfying the Nyquist criterion with a scan duration of about 18 min. The raw data were retrospectively undersampled and reconstructed to mimic various acceleration factors ranging from 2 to 6. Trabecular volumes-of-interest in four major femoral regions (greater trochanter, intertrochanteric region, femoral neck, and femoral head) were analyzed and six relevant measures of trabecular bone microarchitecture (bone volume fraction, surface-to-curve ratio, erosion index, elastic modulus, trabecular thickness, plates-to-rods ratio) were obtained for images of all accelerations. To assess agreement, median percent error and intraclass correlation coefficients (ICCs) were computed using the fully-sampled data as reference. Based on this analysis, a prospectively 3-fold accelerated sequence with a duration of about 6 min was developed and the analysis was repeated.
Results:
A prospective acceleration factor of 3 demonstrated comparable performance in reproducibility and absolute agreement to the fully-sampled scan. The median CoV over all image-derived metrics was generally <6 % and ICCs >0.70. Also, measurements from prospectively 3-fold accelerated scans demonstrated in general median percent errors of <7 % and ICCs >0.70.
Conclusion:
The present work proposes a method to make in vivo quantitative assessment of proximal femur trabecular microstructure with a clinically practical scan duration of about 6 min.
Insights
This study developed a faster MRI method to assess trabecular bone microstructure in the proximal femur. The new technique significantly reduces scan time to six minutes while maintaining accuracy for osteoporosis assessment.
Area of Science:
- Medical Imaging
- Biophysics
- Orthopedics
Background:
- In vivo assessment of proximal femur trabecular bone microstructure using MRI is valuable for osteoporosis, but long scan times limit clinical use.
- Parallel imaging and compressed sensing (PICS) techniques, like ℓ1-ESPIRiT, can shorten MRI scan durations.
- This research explores acceleration limits of PICS for quantifying trabecular microarchitecture.
Purpose of the Study:
- To determine the maximum acceleration for MRI-based trabecular bone quantification using PICS.
- To develop a clinically feasible MRI protocol for proximal femur microstructure assessment within a practical scan time.
Main Methods:
- 11 healthy participants underwent 18-minute 3D bSSFP MRI scans.
- Data were retrospectively undersampled to simulate acceleration factors (2-6).
- Trabecular bone measures were analyzed in four femoral regions; agreement with fully-sampled data was assessed.
Main Results:
- A 3-fold acceleration factor (6-minute scan) showed comparable reproducibility and agreement to the full-scan.
- Median coefficient of variation (CoV) for image-derived metrics was <6%, with intraclass correlation coefficients (ICCs) >0.70.
- Prospectively accelerated scans exhibited median percent errors <7% and ICCs >0.70.
Conclusions:
- A 6-minute MRI protocol for in vivo quantitative assessment of proximal femur trabecular microstructure is proposed.
- This accelerated method enhances clinical feasibility for evaluating bone health.
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