Comparative evaluation of the algorithms for parametric mapping of the novel myocardial PET imaging agent (18)F-FPTP

对新型心肌PET显像剂(18)F-FPTP的参数映射算法进行比较评估

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Abstract

OBJECTIVE: ((18)F-fluoropentyl)triphenylphosphonium salt ((18)F-FPTP) is a new promising myocardial PET imaging tracer. It shows high accumulation in cardiomyocytes and rapid clearance from liver. We performed compartmental analysis of (18)F-FPTP PET images in rat and evaluated two linear analyses: linear least-squares (LLS) and a basis function method (BFM) for generating parametric images. The minimum dynamic scan duration for kinetic analysis was also investigated and computer simulation undertaken. METHODS: (18)F-FPTP dynamic PET (18 min) and CT images were acquired from rats with myocardial infarction (MI) (n = 12). Regions of interest (ROIs) were on the left ventricle, normal myocardium, and MI region. Two-compartment (K (1) and k (2); 2C2P) and three-compartment (K (1)-k (3); 3C3P) models with irreversible uptake were compared for goodness-of-fit. Partial volume and spillover correction terms (V (a) and α = 1 - V (a) ) were also incorporated. LLS and BFM were applied to ROI- and voxel-based kinetic parameter estimations. Results were compared with the standard ROI-based nonlinear least-squares (NLS) results of the corresponding compartment model. A simulation explored statistical properties of the estimation methods. RESULTS: The 2C2P model was most suitable for describing (18)F-FPTP kinetics. Average K (1), k (2), and V (a) values were, respectively, 6.8 (ml/min/g), 1.1 (min(-1)), and 0.44 in normal myocardium and 1.4 (ml/min/g), 1.1 (min(-1)), and 0.32, in MI tissue. Ten minutes of data was sufficient for the estimation. LLS and BFM estimations correlated well with NLS values for the ROI level (K (1): y = 1.06x + 0.13, r (2)  = 0.96 and y = 1.13x + 0.08, r (2) = 0.97) and voxel level (K (1): y = 1.22x - 0.30, r (2)  = 0.90 and y = 1.26x + 0.00, r (2)  = 0.92). Regional distribution of kinetic parametric images (αK (1), K (1), k (2), V (a)) was physiologically relevant. LLS and BFM showed more robust characteristics than NLS in the simulation. CONCLUSIONS: Fast kinetics and highly specific uptake of (18)F-FPTP by myocardium enabled quantitative analysis with the 2C2P model using only the initial 10 min of data. LLS and BFM were feasible for estimating voxel-wise parameters. These two methods will be useful for quantitative evaluation of (18)F-FPTP distribution in myocardium and in further studies with different conditions, disease models, and species.

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