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Research ArticlePhysics and Instrumentation

Investigating Low-Dose Image Quality in Whole-Body Pediatric 18F-FDG Scans Using Time-of-Flight PET/MRI

Jeffrey P. Schmall, Suleman Surti, Hansel J. Otero, Sabah Servaes, Joel S. Karp and Lisa J. States
Journal of Nuclear Medicine January 2021, 62 (1) 123-130; DOI: https://doi.org/10.2967/jnumed.119.240127
Jeffrey P. Schmall
1Department of Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania; and
2Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
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Suleman Surti
2Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
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Hansel J. Otero
1Department of Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania; and
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Sabah Servaes
1Department of Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania; and
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Joel S. Karp
2Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania
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Lisa J. States
1Department of Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania; and
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  • FIGURE 1.
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    FIGURE 1.

    Maximum-intensity PET projections of 20-kg, 5-y-old patient with metastatic rhabdomyosarcoma; clinical full-dose image (far left, 74 MBq injected) and generated low-dose images are shown. Three liver lesions were identified in clinical image (arrow points to largest and highest-contrast lesion). Noise in generated images is visibly increased, as seen by pronounced heterogeneity of liver tissue. Confidence in lesion detection was compromised for doses lower than 1.2 MBq/kg, and no lesions could be identified at 0.4 MBq/kg. Window level was matched for all images.

  • FIGURE 2.
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    FIGURE 2.

    (Top) Maximum-intensity PET projections of 2-y-old patient with Burkitt lymphoma. (Bottom) Axial slices through liver. Arrow indicates subtle 18F-FDG–avid lesion within liver that was not observed on MRI.

  • FIGURE 3.
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    FIGURE 3.

    Measurements of liver background uptake for decreasing dosing regimens. Plots show mean (±SD) VOI measurements in background liver tissue from each patient. (A) Patients 2–5 y old (n = 4). (B) Patients 11–15 y old (n = 3).

  • FIGURE 4.
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    FIGURE 4.

    Bias and variability in lesion SUVmax (A) and SUVmean (B) at 2 dose levels in 4 age groups. Plot shows mean percentage difference ± SD compared with full-dose SUV measurement. Total lesion count was 28.

  • FIGURE 5.
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    FIGURE 5.

    Summary of Likert scoring, averaged for all readers and grouped by dose level, for PET-only images (A) and PET/MR images (B). Plots show median (red lines), 25th–75th percentiles (box outlines), minimum (whisker), and outliers.

  • FIGURE 6.
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    FIGURE 6.

    Estimated human observer performance quantified by JAFROC metric. Reader performance was measured at 3 dosing levels. (A) JAFROC values from readings of PET-only images. (B) JAFROC values from PET/MRI data using T1-weighted image.

Tables

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    TABLE 1

    Patient Information

    CharacteristicDataAverageMedian
    Patients (n)11
    Scans (n)12
    Age (y)2–191211
    Weight (kg)14–493427
    Lesions (n)
     n28
     Size (cm)0.6–2.51.21.0
     SUV2.3–7.84.73.9
    • View popup
    TABLE 2

    Likert Data with 5-Point Scoring

    3.7 MBq/kg1.9 MBq/kg1.2 MBq/kg
    IndexPETPET/MRIPETPET/MRIPETPET/MRI
    Mean4.164.223.834.163.664.33
    SD0.831.131.011.031.200.75
    % agreement0.580.640.670.490.520.44
    κ statistic0.790.930.850.800.860.91
    • Scale: 5 = high diagnostic quality; 1 = poor diagnostic quality.

    • View popup
    TABLE 3

    Lesion Counting Performance

    Reader 1Reader 2Reader 3
    ParameterPETPET/MRIPETPET/MRIPETPET/MRI
    Full dose191823231719
    ½ dose162127281617
    ⅓ dose171821251414
    False-positive*
     Full dose2, 01, 14, 14, 11, 01, 0
     ½ dose0, 02, 29, 49, 41, 10, 0
     ⅓ dose0, 00, 04, 26, 40, 00, 0
    False-negative
     Full dose664475
     ½ dose745486
     ⅓ dose656499
    • ↵* Presented as false-positive for all marked lesions, all lesions with confidence score ≥ 3.

    • Total lesions = 23.

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    TABLE 4

    Individual-Reader JAFROC Results

    PETPET/MRI
    ReaderFull dose½ dose⅓ doseFull dose½ dose⅓ dose
    10.910.890.950.930.960.93
    20.930.880.830.930.920.89
    30.890.830.890.940.920.89
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    TABLE 5

    P Values from Pairwise Testing of JAFROC Differences

    Full-dose PET½ dose PET⅓ dose PETFull-dose PET/MRI½ dose PET/MRI⅓ dose PET/MRI
    Full-dose PETNA
    ½ dose PET0.10NA
    ⅓ dose PET0.410.35NA
    Full-dose PET/MRI0.330.010.09NA
    ½ dose PET/MRI0.310.010.080.98NA
    ⅓ dose PET/MRI0.860.130.520.250.24NA
    • NA = not applicable.

    • 95% confidence intervals for estimated combined reader performance were used.

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Journal of Nuclear Medicine: 62 (1)
Journal of Nuclear Medicine
Vol. 62, Issue 1
January 1, 2021
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Investigating Low-Dose Image Quality in Whole-Body Pediatric 18F-FDG Scans Using Time-of-Flight PET/MRI
Jeffrey P. Schmall, Suleman Surti, Hansel J. Otero, Sabah Servaes, Joel S. Karp, Lisa J. States
Journal of Nuclear Medicine Jan 2021, 62 (1) 123-130; DOI: 10.2967/jnumed.119.240127

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Investigating Low-Dose Image Quality in Whole-Body Pediatric 18F-FDG Scans Using Time-of-Flight PET/MRI
Jeffrey P. Schmall, Suleman Surti, Hansel J. Otero, Sabah Servaes, Joel S. Karp, Lisa J. States
Journal of Nuclear Medicine Jan 2021, 62 (1) 123-130; DOI: 10.2967/jnumed.119.240127
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