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Research ArticleCLINICAL INVESTIGATIONS

Validation of a Standardized Normalization Template for Statistical Parametric Mapping Analysis of 123I-FP-CIT Images

Aurélie Kas, Pierre Payoux, Marie-Odile Habert, Zoulikha Malek, Yann Cointepas, Georges El Fakhri, Philippe Chaumet-Riffaud, Emmanuel Itti and Philippe Remy
Journal of Nuclear Medicine September 2007, 48 (9) 1459-1467; DOI: https://doi.org/10.2967/jnumed.106.038646
Aurélie Kas
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Pierre Payoux
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Marie-Odile Habert
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Zoulikha Malek
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Yann Cointepas
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Georges El Fakhri
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Philippe Chaumet-Riffaud
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Emmanuel Itti
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Philippe Remy
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  • FIGURE 1. 
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    FIGURE 1. 

    Templates: (Top) Regional CBF template (A) available in SPM software package; 11C-raclopride template (B) created in Orsay PET Center from images of healthy subjects; reference template of 123I-FP-CIT (C) created in center A (Template A1). Raclopride template has high specific striatal and low cortical uptake similar to the profile of 123I-FP-CIT images. (Bottom) Three other templates of 123I-FP-CIT (D = template A2, E = template B, and F = template C) constructed with images obtained from different γ-cameras or data-processing schemes.

  • FIGURE 2. 
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    FIGURE 2. 

    Template A1 overlaid on single-subject brain MRI available in SPM in 3 orthogonal views: A, axial; B, coronal; and C, sagittal. Normalized striatal 123I-FP-CIT binding is accurately superimposed onto striatum.

  • FIGURE 3. 
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    FIGURE 3. 

    Difference against average of putaminal ratios (pBR) obtained with template A1 and 3 other templates, with 95% limits of agreement. Solid line shows mean difference score. The 95% limits of agreement (dashed lines) represent 1.96 SDs above and below the mean difference score. Each graph compares the reproducibility between the method using templates A2, B, and C and template A1.

  • FIGURE 4. 
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    FIGURE 4. 

    Mean BR ± SD values measured with VOI in putamen of subjects with ET (□) and PD (▪), after each normalization. Right and left putamen values have been averaged. Mean decrease in PD group compared with ET group was −49.6%, −49.8%, −47.4%, and −49.7% for templates A1, A2, B, and C, respectively (Student t test, all P < 0.0001).

  • FIGURE 5. 
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    FIGURE 5. 

    SPM t maps (Puncorrected < 0.001) obtained by comparing ET patients with PD patients (6 PD < 6 ET) after normalization to each template. Four statistical maps reveal similar significant differences between the 2 groups for 4 different templates. R = right; L = left.

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    TABLE 1

    Characteristics of Image Acquisition and Data Processing Used to Create 4 Templates

    TemplateA1A2BC
    CenterToulouse, FranceCréteil, FranceParis, France
    CameraTriple-head IRIX 3 (Picker)Dual-head AXIS (Philips)Triple-head IRIX 3 (Picker)
    CollimatorsLE-HR parallelLE-HR parallelLE-HR parallel
    ControlsETETHealthy volunteers
    No. of controls15105
    Acquisition parameters120 projections/360°, 1282120 projections/360°, 1282120 projections/360°, 1282
    Reconstruction parameters (iteration, subsets)OSEM (12–6)OSEM (6–4)OSEM (4)OSEM (12–6)
    Software/workstationHermesSegami-MirageOdysseyHermes
    Homogeneous attenuation correctionμ = 0.15Noμ = 0.15μ = 0.15
    Scatter correctionNoNoNoYes
    Variable collimator response correctionNoNoNoYes
    3D postfiltering (order, cut-off frequency)Butterworth, 5, 1.7 cycles·cm−1WienerButterworth, 4, 0.35 cycle/pixelButterworth, 5, 1.7 cycles·cm−1
    • LE-HR = low energy, high resolution; OSEM = ordered-subsets expectation maximization; μ = attenuation coefficient (cm−1); 3D = 3-dimensional.

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    TABLE 2

    Evaluation of Reproducibility of BR Values Obtained from Normalization Procedure Across Templates

    TemplateVariability in % (mean ± SD)ICC [95% CI]95% limits of agreement
    A2 vs. A13.69 ± 3.040.99 [0.98−0.99]−0.11 to 0.24
    B vs. A14.45 ± 3.100.99 [0.98−0.99]−0.13 to 0.23
    C vs. A17.01 ± 3.750.98 [0.96−0.99]−0.02 to 0.28
    • View popup
    TABLE 3

    SPM Results in ET Subjects Compared with PD Subjects According to Template Used for Normalization

    Cluster levelVoxel levelMNI coordinates (mm)
    PcorrectedKEPuncorrectedPcorrectedZ scorePuncorrectedtxyzLocation
    ET > PD with template A1
    0.0001,4150.0000.0015.300.00014.972462R putamen
    0.0044.960.00012.1332−2−8
    0.0094.790.00010.9428−810
    0.0001,0740.0000.0144.710.00010.45−28−24L putamen
    0.0244.600.0009.79−34−86
    0.1644.060.0007.23−1444
    ET > PD with template A2
    0.0001,5060.0000.0005.400.00015.912480R putamen
    0.0035.020.00012.59202−8
    0.0035.010.00012.5028410
    0.0001,0950.0000.0054.900.00011.70−26−22L putamen
    0.0574.400.0008.74−1422−8
    0.1544.060.0007.22−26164
    ET > PD with template B
    0.0001,4780.0000.0005.390.00015.792460R putamen
    0.0034.990.00012.3232−6−2
    0.0104.760.00010.7928−108
    0.0001,1510.0000.0054.900.00011.73−26−24L putamen
    0.0334.520.0009.37−34−86
    0.0564.410.0008.77−1622−6
    ET > PD with template C
    0.0001,5730.0000.0015.250.00014.4932−6−2R putamen
    0.0015.230.00014.342262
    0.0044.950.00012.0426410
    0.0001,1150.0000.0174.660.00010.17−26−22L putamen
    0.0344.520.0009.33−32−86
    0.0474.440.0008.97−22184
    • KE = number of voxels per cluster; R = right; L = left.

    • View popup
    TABLE 4

    Comparison of SPM t Maps (P < 0.001 Uncorrected) Obtained After Each Normalization

    Cluster size (voxels)*Repartition of significant voxels in striatum (%)†
    TemplateR PuL PuR CdL Cd
    A12,48932.123.57.63.9
    A22,60131.524.58.53.5
    B2,61929.623.910.25.2
    C2,68829.222.010.86.2
    • ↵* Total number of statistically different voxels between the 2 groups (6 PD patients < 6 ET patients).

    • ↵† Repartition in striatal subregions expressed in percentage of total number of significant voxels.

    • R = right; Pu = putamen; L = left; Cd = caudate nucleus.

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Journal of Nuclear Medicine: 48 (9)
Journal of Nuclear Medicine
Vol. 48, Issue 9
September 2007
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Validation of a Standardized Normalization Template for Statistical Parametric Mapping Analysis of 123I-FP-CIT Images
Aurélie Kas, Pierre Payoux, Marie-Odile Habert, Zoulikha Malek, Yann Cointepas, Georges El Fakhri, Philippe Chaumet-Riffaud, Emmanuel Itti, Philippe Remy
Journal of Nuclear Medicine Sep 2007, 48 (9) 1459-1467; DOI: 10.2967/jnumed.106.038646

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Validation of a Standardized Normalization Template for Statistical Parametric Mapping Analysis of 123I-FP-CIT Images
Aurélie Kas, Pierre Payoux, Marie-Odile Habert, Zoulikha Malek, Yann Cointepas, Georges El Fakhri, Philippe Chaumet-Riffaud, Emmanuel Itti, Philippe Remy
Journal of Nuclear Medicine Sep 2007, 48 (9) 1459-1467; DOI: 10.2967/jnumed.106.038646
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