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Research ArticleClinical Investigation

Impact of Single-Time-Point Estimates of 177Lu-PRRT Absorbed Doses on Patient Management: Validation of a Trained Multiple-Linear-Regression Model in 159 Patients and 477 Therapy Cycles

Alexandre Chicheportiche, Moshe Sason, Mahmoud Zidan, Jeremy Godefroy, Yodphat Krausz, David J. Gross, Simona Grozinsky-Glasberg and Simona Ben-Haim
Journal of Nuclear Medicine October 2023, 64 (10) 1610-1616; DOI: https://doi.org/10.2967/jnumed.122.264923
Alexandre Chicheportiche
1Department of Nuclear Medicine and Biophysics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel;
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Moshe Sason
1Department of Nuclear Medicine and Biophysics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel;
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Mahmoud Zidan
1Department of Nuclear Medicine and Biophysics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel;
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Jeremy Godefroy
1Department of Nuclear Medicine and Biophysics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel;
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Yodphat Krausz
1Department of Nuclear Medicine and Biophysics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel;
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David J. Gross
2Neuroendocrine Tumor Unit, ENETS Center of Excellence, Hebrew University of Jerusalem, Jerusalem, Israel; and
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Simona Grozinsky-Glasberg
2Neuroendocrine Tumor Unit, ENETS Center of Excellence, Hebrew University of Jerusalem, Jerusalem, Israel; and
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Simona Ben-Haim
1Department of Nuclear Medicine and Biophysics, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel;
3University College London, London, United Kingdom
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  • FIGURE 1.
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    FIGURE 1.

    Bland–Altman (A) and correlation (B) plots between cumulative kidney ADs after 4 PRRT cycles calculated with STP and MTP protocols.

  • FIGURE 2.
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    FIGURE 2.

    Bland–Altman (A) and correlation (B) plots between cumulative liver ADs after 4 PRRT cycles calculated with STP and MTP protocols.

  • FIGURE 3.
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    FIGURE 3.

    Bland–Altman (A) and correlation (B) plots between cumulative spleen ADs after 4 PRRT cycles calculated with STP and MTP protocols.

  • FIGURE 4.
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    FIGURE 4.

    Bland–Altman (A) and correlation (B) plots between cumulative tumor ADs after 4 PRRT cycles calculated with STP and MTP protocols.

Tables

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    TABLE 1.

    Patients’ Demographic and Clinical Data

    CharacteristicTraining dataset (10)Test dataset
    Total number of patients40159
    Age (y)63 ± 12 (range, 16–86)60 ± 15 (range, 12–88)
    Weight (kg)69 ± 1372 ± 17
    Height (cm)167 ± 9170 ± 10
    Sex
     Male2295
     Female1864
    Primary tumor site
     Pancreas1369
     Small bowel712
     Lung521
     Pheochromocytoma36
     Unknown320
     Thymus27
     Stomach212
     Rectum27
     Carotid paraganglioma10
     Appendix01
     Colon14
     Paraganglioma02
     Esophagus04
     Skin03
    Sites of metastases
     Liver28135
     Lymph nodes1889
     Bones2570
     Lungs726
     Peritoneum315
     Retroperitoneum09
     Thyroid10
     Adrenal glands14
     Pelvis04
     Spleen02
     Pancreas023
    • Qualitative data are number; continuous data are mean ± SD.

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    TABLE 2.

    Regression Coefficients of STP MLR Model in Solid Organs and Tumors

    First therapy cycle (ts = 168 h)Subsequent therapy cycles (ts = 24 h)
    SiteEmbedded Image (ln[cm3·mGy/37·MBq])Embedded Image (no units)Embedded Image (h−1)Embedded Image (ln[cm3·mGy/37·MBq])Embedded Image (no units)Embedded Image (h−1)
    Kidneys11.860.850.011112.010.910.0153
    Liver12.260.900.009012.370.960.0205
    Spleen12.510.950.009412.211.000.0336
    Tumors12.800.990.008612.800.990.0086
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    TABLE 3.

    Regression Coefficients of STP MLR Model in Bone Marrow

    Therapy cycleEmbedded Image (cm3·mGy/37·MBq·h)Embedded Image (cm3·mGy/37·MBq·h)Embedded Image (ln[h])Embedded Image (no units)Embedded Image (h−1)
    First (ts = 168 h)1,8793164.590.900.0101
    Subsequent (ts = 24 h)1,8683194.261.070.0241
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    TABLE 4.

    Differences Between STP and Our MTP Calculations

    STP MLR vs. MTPKidneys (n = 167)Bone marrow (n = 27)Liver (n = 170)Spleen (n = 150)Tumors (n = 311)
    Group 1, one cycle (n = 32)
     Relative difference−1.6%  ±  13.1% (n = 32)−0.8%  ±  11.0% (n = 12)0.4%  ±  8.3% (n = 32)1.6%  ±  2.4% (n = 28)−9.0%  ±  17.9% (n = 56)
     Median−3.6%−2.0%1.2%2.4%−3.1%
     Range−31%–33%−17%–31%−21%–17%−15%–22%−69%–11%
     Angular coefficient1.030.990.980.970.98
    Group 2, two cycles (n = 36)
     Relative difference−0.3%  ±  2.5% (n = 33)2.9% (n = 1)2.5%  ±  4.7% (n = 36)−3.2%  ±  4.9% (n = 34)−1.3%  ±  9.3% (n = 63)
     Median−0.9%—2.5%−2.4%0.1%
     Range−12%–12%—−8%–15%−15%–4%−33%–21%
     Angular coefficient1.03—1.001.051.00
    Group 3, three cycles (n = 45)
     Relative difference−0.8%  ±  5.5% (n = 45)−1.3%  ±  2.8% (n = 8)2.5%  ±  8.7% (n = 43)−2.5%  ±  6.2% (n = 38)−2.0%  ±  13.5% (n = 87)
     Median−0.2%−1.1%3.9%−3.7%−1.3%
     Range−13%–17%−6%–2%−21%–23%−19%–13%−41%–32%
     Angular coefficient1.031.011.071.021.07
    Group 4, four cycles (n = 57)
    Relative difference0.8%  ±  8.0% (n = 56)−7.7%  ±  4.8% (n = 5)−0.0%  ±  11.4% (n = 57)−2.8%  ±  6.3% (n = 48)−2.1%  ±  18.4% (n = 101)
    Median1.5%−6.7%0.9%−2.9%−1.9%
    Range−30%–19%−15%–3%−21%–18.3%−23%–11%−62%–89%
    Angular coefficient1.001.101.091.021.04
    Five cycles (n = 2), relative difference−4.6% (n = 1)−3.0% (n = 1)2.4%  ±  4.8% (n = 2)−2.6%  ±  1.4% (n = 2)−9.2%  ±  11.2% (n = 4)
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Journal of Nuclear Medicine: 64 (10)
Journal of Nuclear Medicine
Vol. 64, Issue 10
October 1, 2023
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Impact of Single-Time-Point Estimates of 177Lu-PRRT Absorbed Doses on Patient Management: Validation of a Trained Multiple-Linear-Regression Model in 159 Patients and 477 Therapy Cycles
Alexandre Chicheportiche, Moshe Sason, Mahmoud Zidan, Jeremy Godefroy, Yodphat Krausz, David J. Gross, Simona Grozinsky-Glasberg, Simona Ben-Haim
Journal of Nuclear Medicine Oct 2023, 64 (10) 1610-1616; DOI: 10.2967/jnumed.122.264923

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Impact of Single-Time-Point Estimates of 177Lu-PRRT Absorbed Doses on Patient Management: Validation of a Trained Multiple-Linear-Regression Model in 159 Patients and 477 Therapy Cycles
Alexandre Chicheportiche, Moshe Sason, Mahmoud Zidan, Jeremy Godefroy, Yodphat Krausz, David J. Gross, Simona Grozinsky-Glasberg, Simona Ben-Haim
Journal of Nuclear Medicine Oct 2023, 64 (10) 1610-1616; DOI: 10.2967/jnumed.122.264923
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Keywords

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