Clinical Evaluation of MR-Gated Respiratory Motion Correction in Simultaneous PET/MRI
Hui Li1, Xiangxi Meng1, Xiangping Guan1
1From the Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing.
Purpose:
The recently available gated T1-weighted imaging with the Dixon technique enables the synchronized gating signal for both MR acquisition and PET reconstruction. Herein, we evaluated the clinical value of this MR-gated PET reconstruction in the thoracic-abdominal PET/MRI compared with non-MR-gated method.
Methods:
Twenty patients (28 hypermetabolic target lesions) underwent PET/MRI. Four types of PET images were reconstructed: non-MR-gating + gated attenuation correction (AC) (group A), MR-gating + gated AC (group B), non-MR-gating + breath-hold (BH) AC (group C), and MR-gating + BH AC (group D). A 4-point objective scale (from well match to obvious mismatch was scored from 3 to 0) was proposed to evaluate the mismatch. The detection rate and quantitative metrics were also evaluated.
Results:
In the patient-based analysis, for groups A through D, the detection rates were 90%, 100%, 85%, and 90% as well as 95%, 100%, 85%, and 85%, assessed by readers 1 and 2, respectively, and significant difference of mismatch score was observed with the highest proportion of 3 points in group B (85%, 90%, 35%, and 40%, and 80%, 90%, 35%, and 20%, assessed by readers 1 and 2, respectively). The lesion-based analysis demonstrated significant differences in quantitative metrics for groups A through D (all P's < 0.05), with the highest quantitative metrics in group B (SUVmax: 7.49 ± 3.37, 8.45 ± 3.82, 6.90 ± 3.24, and 7.69 ± 3.50; SUVmean: 3.90 ± 1.60, 4.34 ± 1.84, 3.67 ± 1.61, and 4.03 ± 1.81; SUVpeak: 5.60 ± 2.50, 6.10 ± 2.80, 5.22 ± 2.40, and 5.65 ± 2.68; signal-to-noise ratio: 136.06 ± 90.58, 136.24 ± 81.63, 99.52 ± 53.16, and 107.57 ± 69.05).
Conclusions:
The MR-gated reconstruction using gated AC reduced the mismatch between MR and PET images and improved the thoracic-abdominal PET image quality in simultaneous PET/MRI systems.
Insights
MR-gated PET reconstruction significantly improves thoracic-abdominal PET/MRI image quality by reducing mismatch. This advanced technique enhances lesion detection and quantitative accuracy in PET/MRI scans.
Area of Science:
- Medical Imaging
- Radiology
- Nuclear Medicine
Background:
- Positron Emission Tomography/Magnetic Resonance Imaging (PET/MRI) combines anatomical and functional imaging.
- Motion artifacts, particularly respiratory motion, can degrade image quality in thoracic-abdominal PET/MRI.
- Synchronized gating signals are crucial for accurate PET reconstruction in hybrid imaging systems.
Purpose of the Study:
- To evaluate the clinical value of MR-gated PET reconstruction in thoracic-abdominal PET/MRI.
- To compare the performance of MR-gated PET reconstruction with non-MR-gated methods.
- To assess the impact of MR gating on image quality, lesion detection, and quantitative metrics.
Main Methods:
- Twenty patients with hypermetabolic lesions underwent PET/MRI.
- Four PET image reconstruction methods were compared: non-MR-gating with gated attenuation correction (AC), MR-gating with gated AC, non-MR-gating with breath-hold (BH) AC, and MR-gating with BH AC.
- Image quality was assessed using a mismatch score, detection rates, and quantitative metrics (SUVmax, SUVmean, SUVpeak, SNR).
Main Results:
- MR-gated reconstruction (group B) demonstrated the highest detection rates (100%) and the lowest mismatch scores.
- Lesion-based analysis showed significant improvements in quantitative metrics, including SUVmax, SUVmean, SUVpeak, and SNR, in the MR-gated group (group B) compared to other methods.
- Significant differences in quantitative metrics were observed across all groups (P < 0.05).
Conclusions:
- MR-gated PET reconstruction, particularly with gated AC, effectively reduces MR-PET image mismatch.
- This technique significantly improves thoracic-abdominal PET image quality in simultaneous PET/MRI systems.
- MR-gated PET reconstruction enhances diagnostic accuracy and quantitative reliability in PET/MRI examinations.
