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Research ArticleOncology

Breast Cancer 18F-ISO-1 Uptake as a Marker of Proliferation Status

Elizabeth S. McDonald, Robert K. Doot, Anthony J. Young, Erin K. Schubert, Julia Tchou, Daniel A. Pryma, Michael D. Farwell, Anupma Nayak, Amy Ziober, Michael D. Feldman, Angela DeMichele, Amy S. Clark, Payal D. Shah, Hsiaoju Lee, Sean D. Carlin, Robert H. Mach and David A. Mankoff
Journal of Nuclear Medicine May 2020, 61 (5) 665-670; DOI: https://doi.org/10.2967/jnumed.119.232363
Elizabeth S. McDonald
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Robert K. Doot
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Anthony J. Young
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Erin K. Schubert
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Julia Tchou
2Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Daniel A. Pryma
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Michael D. Farwell
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Anupma Nayak
3Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; and
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Amy Ziober
3Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; and
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Michael D. Feldman
3Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; and
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Angela DeMichele
4Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Amy S. Clark
4Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Payal D. Shah
4Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Hsiaoju Lee
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Sean D. Carlin
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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Robert H. Mach
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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David A. Mankoff
1Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
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  • FIGURE 1.
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    FIGURE 1.

    Tumor with low proliferative status. A 42-y-old woman with ER-positive/human epidermal growth factor receptor 2–negative primary breast cancer. (A) Tomosynthesis mediolateral oblique projection demonstrates irregular mass with spiculated margins and associated calcifications (arrows). (B) Axial contrast-enhanced T1-weighted subtraction image demonstrates irregular mass in medial breast with heterogeneous enhancement (arrows). (C) Ki-67 staining demonstrates low percentage of actively dividing cells (11%) (×20). (D) Axial 18F-ISO-1 image demonstrates no qualitative uptake in medial breast (arrow, SUVmax of 1.5 g/mL). (E) Corresponding 18F-ISO-1 PET/CT demonstrates biopsy clip marking site of malignancy (arrow). PET and PET/CT images are scaled to 0–5 g/mL SUV, −160 to +240 HU.

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    FIGURE 2.

    Tumor with high proliferative status. A 40-y-old woman with triple-negative breast cancer. (A) Mammographic craniocaudal projection demonstrates high-density irregular mass (arrow) with overlying palpable marker. (B) Axial contrast-enhanced T1-weighted image demonstrates that mass (arrow) is irregular with heterogeneous enhancement, with central signal dropout from biopsy marker. (C) Ki-67 staining demonstrates high percentage of actively dividing cells (74%) (×20). (D) Axial 18F-ISO-1 image demonstrates qualitative uptake at site of malignancy (arrow; SUVmax of 2.6 g/mL) (E) Corresponding CT image demonstrates irregular mass (arrow). PET and CT images are scaled to 0–5 g/mL SUV, −160 to +240 HU.

  • FIGURE 3.
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    FIGURE 3.

    Plot of SUVmax in groups stratified by Ki-67 below or above 20. (A) SUVmax shows significant difference between patient tumors stratified by low (n = 15) and high (n = 14) Ki-67 values in all 29 tumors. (B) SUVmax stratified by low (n = 8) and high (n = 13) Ki-67 values restricted to IDC (n = 21) show significant differences based on Ki-67 threshold. Center line of each distribution indicates median value; error bars show 95% confidence interval of median. *P < 0.05.

  • FIGURE 4.
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    FIGURE 4.

    Scatterplots of SUVmax vs. Ki-67 for all 29 tumors. Spearman tests found significant correlations with Ki-67 (ρ = 0.46, P = 0.01). Solid linear regression trend line and dashed 95% confidence intervals are included for reference. TN = triple-negative.

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    TABLE 1

    Study Participant and Tumor Characteristics

    CharacteristicData
    Age range (y)32–79 (median, 55)
    Female (n)28 (28/28 = 100%)
    Race (n)
     Caucasian17 (17/28 = 61%)
     Black9 (9/28 = 32%)
     Asian1 (1/28 = 4%)
     Hispanic1 (1/28 = 4%)
    Histology (n)
     IDC21 (21/29 = 72%)
     ILC4 (4/29 = 14%)
     Mixed (IDC and ILC)4 (4/29 = 14%)
    Histologic grade (n)
     12 (2/29 = 7%)
     215 (15/29 = 52%)
     311 (11/29 = 38%)
     Not graded1 (1/29 = 3%)
    AJCC tumor anatomic stage  group* (n)
     1A9 (9/29 = 31%)
     2A9 (9/29 = 31%)
     2B7 (7/29 = 25%)
     3A2 (2/29 = 7%)
     3B1 (1/29 = 4%)
     IV1 (1/29 = 4%)
    Receptor status (n)
     ER+ or PR+/HER2−20 (20/29 = 69%)
     HER2+5 (5/29 = 17%)
     Triple-negative (ER−/PR−/HER2−)4 (4/29 = 14%)
    • ↵* According to AJCC Cancer Staging Manual, 8th ed.

    • AJCC = American Joint Committee on Cancer; PR = progesterone receptor; HER2 = human epidermal growth factor receptor 2.

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    TABLE 2

    Wilcoxon Rank-Sum Test of Tumor 18F-ISO-1 Uptake Grouped by Ki-67 20% Threshold

    P
    Ki-67 vs….All tumors (n = 29)ER+(n = 20)IDC (n = 21)
    SUVmax0.02*0.03*0.02*
    SUVmax/NBr0.220.470.12
    SUVmax/NM0.950.791.00
    DVR0.470.660.65
    PVC SUVmax0.160.57<0.01*
    • ↵* P < 0.05.

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    TABLE 3

    Spearman Rank Correlations Between 18F-ISO-1 Uptake and Ki-67

    All tumors (n = 29)ER+ (n = 20)IDC (n = 21)
    Ki-67 vs….ρPρPρP
    SUVmax0.460.01*0.510.02*0.440.04*
    SUVmax/NBr0.330.080.320.170.270.24
    SUVmax/NM0.070.720.060.79−0.090.68
    DVR0.310.100.280.230.240.29
    PVC SUVmax0.220.250.170.470.530.01*
    • ↵* P < 0.05.

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Journal of Nuclear Medicine: 61 (5)
Journal of Nuclear Medicine
Vol. 61, Issue 5
May 1, 2020
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Breast Cancer 18F-ISO-1 Uptake as a Marker of Proliferation Status
Elizabeth S. McDonald, Robert K. Doot, Anthony J. Young, Erin K. Schubert, Julia Tchou, Daniel A. Pryma, Michael D. Farwell, Anupma Nayak, Amy Ziober, Michael D. Feldman, Angela DeMichele, Amy S. Clark, Payal D. Shah, Hsiaoju Lee, Sean D. Carlin, Robert H. Mach, David A. Mankoff
Journal of Nuclear Medicine May 2020, 61 (5) 665-670; DOI: 10.2967/jnumed.119.232363

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Breast Cancer 18F-ISO-1 Uptake as a Marker of Proliferation Status
Elizabeth S. McDonald, Robert K. Doot, Anthony J. Young, Erin K. Schubert, Julia Tchou, Daniel A. Pryma, Michael D. Farwell, Anupma Nayak, Amy Ziober, Michael D. Feldman, Angela DeMichele, Amy S. Clark, Payal D. Shah, Hsiaoju Lee, Sean D. Carlin, Robert H. Mach, David A. Mankoff
Journal of Nuclear Medicine May 2020, 61 (5) 665-670; DOI: 10.2967/jnumed.119.232363
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