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OtherClinical Investigations

A Technique for Standardized Central Analysis of 6-18F-Fluoro-l-DOPA PET Data from a Multicenter Study

Alan L. Whone, Dale L. Bailey, Philippe Remy, Nicola Pavese and David J. Brooks
Journal of Nuclear Medicine July 2004, 45 (7) 1135-1145;
Alan L. Whone
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Dale L. Bailey
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Philippe Remy
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Nicola Pavese
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David J. Brooks
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  • FIGURE 1.
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    FIGURE 1.

    ADD (summed) and net influx rate constant (Ki) maps of single slice from healthy subject (top) and subject with PD (bottom). In these images, normalization to Montreal Neurological Institute (MNI) space has been performed. High signal, demonstrating high 18F-DOPA uptake, is shown in red bilaterally in caudate nucleus and putamen. In subject with PD, there is reduction of uptake in caudate and putamen that is greater on right-hand side.

  • FIGURE 2.
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    FIGURE 2.

    Four input function curves are shown from 2 subjects, (A + C) and (B + D). Input curves (A + B) are from baseline scans and input curves (C + D) are from follow-up scans. (A + D) input function curves are within normal acceptable limits. C is an example of a jagged input function curve, suggesting excessive head movement during scan. B is an example of a flat input function curve, suggesting either poor radiotracer delivery or decay before injection. In B (baseline scan), peak is factor of 10 lower than in D (follow-up scan). Both subjects (A + C) and (B + D) were excluded from analysis on basis of these aberrant curves (C + B).

  • FIGURE 3.
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    FIGURE 3.

    Template region object map (white outlines) overlying putamen and caudate nucleus bilaterally in normalized ADD (summed) image, 18F-DOPA template, and single subject T1 MRI found in SPM99.

  • FIGURE 4.
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    FIGURE 4.

    Example of poor alignment between ADD (summed) and Ki image in x-axis at level of caudate nucleus (red). Consequently, object map (white circles) is correctly localized in ADD image but not in Ki map. In this situation, manual adjustment would be made so that object map (white circles) would lie over caudate nucleus (red) in Ki map before Ki values are extracted.

  • FIGURE 5.
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    FIGURE 5.

    Flow diagram outlining various stages in this distributed acquisition/centralized analysis methodologic approach. QA = quality analysis; ROIL = local ROI analysis; ROIC = centralized ROI analysis; SPMC = centralized SPM analysis.

Tables

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    TABLE 1

    Details of PET Centers, Scanners Used, Acquisition Protocol, and Subject Numbers

    PET centerScanner modelReported in-plane spatial resolutionAcquisition protocol (frame sequence)No. of subjects in study*
    FWHM (mm)Reference
    United KingdomECAT HR++4.51126 frames; higher frame frequency acquisition initially, 95-min duration34 baseline scans: 16 r, 18 l
     HammersmithOutcome population: 12 r, 12 l
    FranceECAT HR+4.6129 frames; frame frequency acquisition constant throughout, 90-min duration39 baseline scans: 19 r, 20 l
     OrsayOutcome population: 17 r, 16 l
    United StatesECAT EXACT476.01329 frames; higher frame frequency acquisition initially, 120-min duration39 baseline scans: 19 r, 18 l
     AtlantaOutcome population: 15 r, 11 l
    GermanyECAT EXACT476.0139 frames; frame frequency acquisition constant throughout, 90-min duration25 baseline scans: 15 r, 10 l
     UlmOutcome population: 10 r, 6 l
    CanadaECAT 953B4.81425 frames; higher frame frequency acquisition initially, 95-min duration20 baseline scans; 11 r, 9 l
     UBCOutcome population: 10 r, 7 l
    CanadaECAT ART6.21558 frames; frame frequency acquisition constant throughout, 150-min duration15 baseline scans; 5 r, 10 l
     McMasterOutcome population: 4 r, 7 l
    • ↵* Subjects undergoing baseline scans at each center and subjects from each center in primary outcome population (after patient withdrawals).

    • FWHM = full width at half maximum; r = ropinirole; l = l-DOPA; UBC = University of British Columbia.

    • Data format versions used for each scanner were CTI proprietary formats, either ECAT6 or ECAT7.

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    TABLE 2

    Number of Scans Identified and Removed Because of Particular Problems

    Reason for rejecting scanBaseline PETFollow-Up PET
    Scans identified from subjects considered to be unevaluable
    Incomplete frame sequence23
    Input function suggestive of poor radiotracer delivery/status12
    Attenuation correction not applied01
    Abnormal input function suggestive of excessive head movement11
    Gross misalignment between ADD and Ki images suggestive of excessive head movement01
    Scans identified from baseline subjects who subsequently withdrew considered to be unevaluable
    Dynamic image not sent2
    Scans identified as problematic and data resent from local center
    Wrong scan contained on CD-ROM01
    Attenuation correction not applied10
    Scans not contained on CD-ROM22
    • In addition, 1 center was asked to send all datasets using the same attenuation correction method for both baseline and follow-up scans; another center was asked to send their images in native space only and not reorientated to AC–PC line.

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    TABLE 3

    SPM Settings

    SettingProcedure
    3.1SPM settings and procedures used to effect spatial normalization
     ASPM defaults were set so that bounding box was same as MNI MRI templates found in SPM99 and orientation changed to radiologic convention.
     BIndividual ADD images were normalized to 18F-DOPA template created in-house in MNI space (ADD images were used for this iterative maneuver as ADD images contain information reflecting cerebral blood flow and nonspecific binding and, therefore, have greater anatomic detail than Ki maps.).
     CHaving normalized ADD images to MNI space, Ki maps were normalized by applying ADD image transformation parameters (This is problematic if native space ADD and Ki images are not in alignment.).
     DNormalization quality was inspected in SPM99, comparing spatially normalized Ki and ADD images with 18F-DOPA template and MNI single-subject MRI.
    3.2SPM settings used when performing within-group and between-group analysis
     ASubjects were entered into SPM such that baseline and follow-up smoothed normalized Ki maps were conditions 1 and 2, respectively.
     BThere were no covariates and SPM options were set to no global normalization, no nuisance variables, and no grand mean scalings.
     CAnalysis lower threshold was set to zero and upper threshold to absolute. By choosing these options, it was variance in voxel-by-voxel Ki values that were being compared, rather than differences in scaled or proportional values.
    • ADD image in this case is summed image of integrated 18F-DOPA signal from 30 to 90 min; MRI is magnetic resonance image.

    • View popup
    TABLE 4

    Difference in Ki Decline Between Ropinirole vs. l-DOPA Groups in Striatal Subregions

    Striatal subregionAbsolute % difference in Ki decline between treatment groupsRelative % difference in Ki decline between treatment groups
    Putamen6.8633.4
    Caudate nucleus4.631.5
    Ventral striatum1.2813
    • In each region, the absolute and percentage Ki loss was in favor of ropinirole—that is, group mean Ki decline was greater in l-DOPA group compared with that of ropinirole group. Mean scan-to-scan interval: ropinirole, 615 ± 97.7 d; l-DOPA, 613 ± 103.3 d.

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Journal of Nuclear Medicine: 45 (7)
Journal of Nuclear Medicine
Vol. 45, Issue 7
July 1, 2004
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A Technique for Standardized Central Analysis of 6-18F-Fluoro-l-DOPA PET Data from a Multicenter Study
Alan L. Whone, Dale L. Bailey, Philippe Remy, Nicola Pavese, David J. Brooks
Journal of Nuclear Medicine Jul 2004, 45 (7) 1135-1145;

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A Technique for Standardized Central Analysis of 6-18F-Fluoro-l-DOPA PET Data from a Multicenter Study
Alan L. Whone, Dale L. Bailey, Philippe Remy, Nicola Pavese, David J. Brooks
Journal of Nuclear Medicine Jul 2004, 45 (7) 1135-1145;
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