Extended MRI-based PET motion correction for cardiac PET/MRI

Abstract

Purpose: A 2D image navigator (iNAV) based 3D whole-heart sequence has been used to perform MRI and PET non-rigid respiratory motion correction for hybrid PET/MRI. However, only the PET data acquired during the acquisition of the 3D whole-heart MRI is corrected for respiratory motion. This study introduces and evaluates an MRI-based respiratory motion correction method of the complete PET data.nMethods: Twelve oncology patients scheduled for an additional cardiac F-18-Fluorodeoxyglucose (F-18-FDG) PET/MRI and 15 patients with coronary artery disease (CAD) scheduled for cardiac F-18-Choline (F-18-FCH) PET/MRI were included. A 2D iNAV recorded the respiratory motion of the myocardium during the 3D whole-heart coronary MR angiography (CMRA) acquisition (similar to 10 min). A respiratory belt was used to record the respiratory motion throughout the entire PET/MRI examination (similar to 30-90 min). The simultaneously acquired iNAV and respiratory belt signal were used to divide the acquired PET data into 4 bins. The binning was then extended for the complete respiratory belt signal. Data acquired at each bin was reconstructed and combined using iNAV-based motion fields to create a respiratory motion-corrected PET image. Motion-corrected (MC) and non-motion-corrected (NMC) datasets were compared. Gating was also performed to correct cardiac motion. The SUVmax and TBRmax values were calculated for the myocardial wall or a vulnerable coronary plaque for the F-18-FDG and F-18-FCH datasets, respectively.nResults: A pair-wise comparison showed that the SUVmax and TBRmax values of the motion corrected (MC) datasets were significantly higher than those for the non-motion-corrected (NMC) datasets (8.2 +/- 1.0 vs 7.5 +/- 1.0, p < 0.01 and 1.9 +/- 0.2 vs 1.2 +/- 0.2, p < 0.01, respectively). In addition, the SUVmax and TBRmax of the motion corrected and gated (MC_G) reconstructions were also higher than that of the non-motion-corrected but gated (NMC_G) datasets, although for the TBRmax this difference was not statistically significant (9.6 +/- 1.3 vs 9.1 +/- 1.2, p = 0.02 and 2.6 +/- 0.3 vs 2.4 +/- 0.3, p = 0.16, respectively). The respiratory motion-correction did not lead to a change in the signal to noise ratio.nConclusion: The proposed respiratory motion correction method for hybrid PET/MRI improved the image quality of cardiovascular PET scans by increased SUVmax and TBRmax values while maintaining the signal-to-noise ratio.