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OtherBasic Science Investigations

Correction of Partial-Volume Effect for PET Striatal Imaging: Fast Implementation and Study of Robustness

Vincent Frouin, Claude Comtat, Anthonin Reilhac and Marie-Claude Grégoire
Journal of Nuclear Medicine December 2002, 43 (12) 1715-1726;
Vincent Frouin
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Claude Comtat
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Anthonin Reilhac
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Marie-Claude Grégoire
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  • FIGURE 1.
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    FIGURE 1.

    The 7 compartments considered in Monte Carlo simulations—skin/muscle, gray matter, white matter, right caudate, left caudate, right putamen, and left putamen—shown with arbitrary gray levels in axial, coronal, and sagittal views. Plot shows TACs used for each structure in 18F-l-dopa Monte Carlo simulation.

  • FIGURE 2.
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    FIGURE 2.

    Flow chart illustrating building of family of missegmented right caudate. (A) Original caudate. On left, 1-voxel eroded core is shown in light gray. On right, 1-voxel-thick internal layer is shown in gray and 1-voxel-thick external layer, from original shape, is shown in dark gray. (B) Addition of one tile after another. (C) Tessellated caudate.

  • FIGURE 3.
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    FIGURE 3.

    Profiles for 3-mm-diameter sphere at radial distances of 5 and 10 cm from center of FOV, including measured data (solid line), RSF for image GTM (gaussian) approach (dotted line), and RSF for sinogram GTM (simulation) approach (dashed line).

  • FIGURE 4.
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    FIGURE 4.

    Plot of ARC with time that indexes PET dynamic simulations. Regional ARCs shown are uncorrected (solid line), sinogram GTM PVE corrected (dashed line), and image GTM PVE corrected (dotted line). First row displays curves on left caudate and second row on right putamen. First column displays curves from 18F-dopa simulation and second column from 11C-raclopride simulation.

  • FIGURE 5.
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    FIGURE 5.

    Robustness of GTM method with respect to translation error between PET and MRI: example of right caudate structure with 18F-dopa simulation study. Evolution of mean (%) and SD of mARC value is plotted against amplitude of translation residual error. One mARC value is obtained for each randomly generated translation error (21 drawings per amplitude).

  • FIGURE 6.
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    FIGURE 6.

    Robustness of GTM method with respect to rotation error between PET and MRI: example of right caudate structure with 18F-dopa simulation study. Evolution of mean (%) and SD of mARC value is plotted against amplitude of rotation residual error. One mARC value is obtained for each randomly generated rotation error (21 drawings per amplitude).

  • FIGURE 7.
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    FIGURE 7.

    Robustness of GTM method with respect to segmentation error: example of right caudate structure with 18F-dopa simulation study. Evolution of mean (%) and SD of mARC value is plotted against amplitude of segmentation residual error (relative error size). One mARC value is obtained for each randomly generated segmentation error (30 drawings per amplitude).

Tables

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    TABLE 1

    Full Widths of Profile Obtained for 3-mm-Diameter Sphere at Radial Distance of 5 cm From Center of FOV

    ApproachRadialTangentialAxial
    FWHMFWTMFWHMFWTMFWHMFWTM
    Measured6.8312.736.7312.767.3814.84
    Monte Carlo6.7712.486.6312.206.9513.23
    Sinogram6.7712.256.6312.107.5613.85
    Image6.8512.526.8512.527.22n.m.
    • Units are millimeters

      FWTM = full width at one tenth of maximum; n.m. = not measured.

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    TABLE 2

    Comparison of Coefficients of GTM Matrices for the 2 Approaches

    Skin/muscleGray matterWhite matterRight caudateLeft caudateRight putamenLeft putamen
    Skin/muscle72.0 (73.6)0.7 (0.5)0.0 (0.0)0.0 (0.0)0.0 (0.0)0.0 (0.0)0.0 (0.0)
    Gray matter0.6 (0.4)70.4 (70.4)17.7 (17.7)0.0 (0.0)0.0 (0.0)0.0 (0.0)0.0 (0.0)
    White matter0.0 (0.0)18.2 (18.4)78.0 (77.4)0.4 (0.4)0.4 (0.4)0.4 (0.4)0.4 (0.4)
    Right caudate0.0 (0.0)1.5 (1.7)28.2 (29.1)61.6 (59.9)0.0 (0.0)1.4 (1.5)0.0 (0.0)
    Left caudate0.0 (0.0)1.7 (1.9)28.2 (29.2)0.0 (0.0)59.9 (58.4)0.0 (0.0)1.0 (1.2)
    Right putamen0.0 (0.0)1.8 (2.0)31.7 (31.9)0.7 (0.7)0.0 (0.0)66.3 (65.3)0.0 (0.0)
    Left putamen0.0 (0.0)1.6 (1.8)32.3 (33.2)0.0 (0.0)0.5 (0.6)0.0 (0.0)65.9 (64.5)
    • Lightface indicates coefficients (%) estimated with sinogram implementation; boldface indicates coefficients (%) estimated with image implementation.

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    TABLE 3

    ARC Obtained with Sinogram Implementation or Image Implementation

    CompartmentApproach18F-Dopa simulation11C-Raclopride simulation
    Skin/muscleUncorrected69.86 ± 0.1173.63 ± 1.89
    Sinogram96.70 ± 0.1197.92 ± 1.69
    Image95.78 ± 0.0898.20 ± 2.09
    Gray matterUncorrected82.58 ± 0.6481.24 ± 5.00
    Sinogram95.45 ± 0.2296.16 ± 0.59
    Image97.13 ± 0.1397.75 ± 0.36
    White matterUncorrected100.95 ± 0.50117.52 ± 16.91
    Sinogram101.19 ± 0.23104.02 ± 3.41
    Image100.75 ± 0.22103.25 ± 2.75
    Right caudateUncorrected76.52 ± 8.5068.78 ± 1.90
    Sinogram97.00 ± 1.4896.89 ± 1.36
    Image98.51 ± 1.9397.49 ± 1.71
    Left caudateUncorrected73.63 ± 7.5665.75 ± 1.03
    Sinogram94.14 ± 1.7193.67 ± 2.31
    Image95.35 ± 1.8395.16 ± 1.75
    Right putamenUncorrected79.02 ± 6.0073.06 ± 2.04
    Sinogram96.15 ± 1.0294.91 ± 1.46
    Image96.43 ± 1.0295.67 ± 1.61
    Left putamenUncorrected77.70 ± 6.2072.39 ± 2.68
    Sinogram95.77 ± 1.4296.19 ± 2.27
    Image95.34 ± 1.0195.76 ± 2.74
    • Values are percentages (mean ± SD).

    • View popup
    TABLE 4

    Values of Recovery Coefficients for Striatal Phantom

    CompartmentApproachHalf-life*Activity†ARC‡ (mean ± SD)
    White matterUncorrected95.2688.31105.00 ± 4.57
    Sinogram99.3998.81103.55 ± 0.60
    Image99.7596.60102.43 ± 0.24
    Right caudateUncorrected87.0374.5667.11 ± 1.79
    Sinogram93.2890.18104.37 ± 1.34
    Image95.3098.7495.35 ± 0.84
    Left caudateUncorrected86.5572.0264.53 ± 1.79
    Sinogram92.7094.3599.92 ± 1.41
    Image96.1897.0394.34 ± 0.67
    Right putamenUncorrected86.5773.7866.13 ± 1.83
    Sinogram91.8596.3797.33 ± 1.54
    Image94.8996.2992.69 ± 0.89
    Left putamenUncorrected85.2275.2966.62 ± 2.07
    Sinogram88.9795.5395.71 ± 2.12
    Image93.0298.3093.22 ± 1.25
    • ↵* Half-life of 11C or 18F isotope contained in cavities.

    • ↵† Initial activity of 11C or 18F isotope contained in cavities.

    • ↵‡ Ratio of corrected value to measured value (counted in well counter).

    • Values are percentages.

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Journal of Nuclear Medicine
Vol. 43, Issue 12
December 1, 2002
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Correction of Partial-Volume Effect for PET Striatal Imaging: Fast Implementation and Study of Robustness
Vincent Frouin, Claude Comtat, Anthonin Reilhac, Marie-Claude Grégoire
Journal of Nuclear Medicine Dec 2002, 43 (12) 1715-1726;

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Correction of Partial-Volume Effect for PET Striatal Imaging: Fast Implementation and Study of Robustness
Vincent Frouin, Claude Comtat, Anthonin Reilhac, Marie-Claude Grégoire
Journal of Nuclear Medicine Dec 2002, 43 (12) 1715-1726;
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