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Research ArticleClinical Investigation
Open Access

Examining the Relationship and Prognostic Significance of Cell-Free DNA Levels and the PSMA-Positive Tumor Volume in Men with Prostate Cancer: A Retrospective–Prospective [68Ga]Ga-PSMA-11 PET/CT Study

Kilian Kluge, Holger Einspieler, David Haberl, Clemens Spielvogel, Stefan Stoiber, Chrysoula Vraka, Laszlo Papp, Sabine Wunsch, Gerda Egger, Gero Kramer, Bernhard Grubmüller, Shahrokh Shariat, Marcus Hacker, Lukas Kenner and Alexander Haug
Journal of Nuclear Medicine November 2023, jnumed.123.266158; DOI: https://doi.org/10.2967/jnumed.123.266158
Kilian Kluge
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
2Christian Doppler Laboratory for Applied Metabolomics, Medical University of Vienna, Vienna, Austria;
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Holger Einspieler
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
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David Haberl
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
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Clemens Spielvogel
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
2Christian Doppler Laboratory for Applied Metabolomics, Medical University of Vienna, Vienna, Austria;
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Stefan Stoiber
2Christian Doppler Laboratory for Applied Metabolomics, Medical University of Vienna, Vienna, Austria;
3Department of Pathology, Medical University of Vienna, Vienna, Austria;
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Chrysoula Vraka
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
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Laszlo Papp
4Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria;
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Sabine Wunsch
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
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Gerda Egger
3Department of Pathology, Medical University of Vienna, Vienna, Austria;
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Gero Kramer
5Department of Urology, Medical University of Vienna, Vienna, Austria;
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Bernhard Grubmüller
5Department of Urology, Medical University of Vienna, Vienna, Austria;
6Department of Urology and Andrology, University Hospital Krems, Krems, Austria;
7Karl Landsteiner University of Health Sciences, Krems, Austria;
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Shahrokh Shariat
5Department of Urology, Medical University of Vienna, Vienna, Austria;
6Department of Urology and Andrology, University Hospital Krems, Krems, Austria;
8Karl Landsteiner Institute of Urology and Andrology, Vienna, Austria;
9Department of Urology, University of Texas Southwestern Medical Center, Dallas, Texas;
10Division of Urology, Department of Special Surgery, University of Jordan, Amman, Jordan;
11Department of Urology, Second Faculty of Medicine, Charles University, Prague, Czech Republic; and
12Department of Urology, Weill Cornell Medical College, New York, New York
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Marcus Hacker
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
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Lukas Kenner
2Christian Doppler Laboratory for Applied Metabolomics, Medical University of Vienna, Vienna, Austria;
3Department of Pathology, Medical University of Vienna, Vienna, Austria;
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Alexander Haug
1Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria;
2Christian Doppler Laboratory for Applied Metabolomics, Medical University of Vienna, Vienna, Austria;
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  • FIGURE 1.
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    FIGURE 1.

    CONSORT (Consolidated Standards of Reporting Trials) diagram.

  • FIGURE 2.
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    FIGURE 2.

    Scatterplot illustrating correlations between cfDNA concentrations and PSMA-TV in all, hsPC, and CRPC patients. PSMA-TV levels have been logarithmically transformed (log2 n) for scale comparability.

  • FIGURE 3.
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    FIGURE 3.

    Lollipop plots illustrating correlations between cfDNA and PSMA-TV with several variables. HB = hemoglobin.

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    FIGURE 4.

    Violin plots showing relationship between cfDNA concentrations and PSMA-TV quartiles for all (A) and CRPC (B) patients. Bar plots illustrate frequency of dominant tumor lesion fraction according to PSMA-TV quartiles in all (C) and CRPC (D) patients. LN = lymph node.

  • FIGURE 5.
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    FIGURE 5.

    Kaplan–Meier curves illustrating survival probabilities between high- and low-cfDNA groups (A), high- and low–PSMA-TV groups (B), and compound-stratified groups (C).

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    TABLE 1.

    Demographic and Clinical Patient Data

    VariablehsPC (n = 74)CRPC (n = 74)
    Age at inclusion (y)69.9 ± 7.8 (50.0–85.0)71.5 ± 7.5 (49.0–85.0)
    Tracer dose (MBq)185.6 ± 20.7 (134.0–300.0)184.3 ± 17.1 (149.0–263.0)
    cfDNA (ng/μL)0.745 ± 0.654 (0.0009–4.25)1.04 ± 1.42 (0.0818–9.49)
    PSMA-TV (cm3)14.2 ± 76.7 (0.0–659.1)175.5 ± 369.2 (0.0–1,597.7)
    PSMA-positive lesion
     Any lesion51 (68.9%)64 (86.5%)
     Prostate lesion25 (33.8%)19 (25.7%)
     Lymph node lesion26 (35.1%)37 (50.0%)
     Bone lesion14 (18.9%)48 (64.9%)
     Organ lesion4 (5.4%)13 (17.6%)
    Dominant fraction
     Prostate19 (25.7%)5 (6.8%)
     Lymph node22 (29.7%)19 (25.7%)
     Bone8 (10.8%)39 (52.7%)
     Organ2 (2.7%)1 (1.4%)
    PSA (ng/dL)*24.98 ± 105.34 (0.09–761.0)186.42 ± 618.29 (0.01–3,689.0)
    Hemoglobin (g/dL)†14.06 ± 1.64 (12.1–17.8)11.96 ± 1.84 (7.8–15.4)
    Lactate dehydrogenase (U/L)‡201.21 ± 47.37 (149.0–312.0)250.05 ± 229.26 (130.0–1,573.0)
    Systemic therapies while PET
     Antihormonal therapies4 (5.41%)55 (78.57%)
     Cytotoxic therapies1 (1.35%)3 (16.67%)
    Systemic therapies after PET
     Local24 (55.8%)10 (23.3%)
     Local + ADT6 (14.0%)—
     ADT9 (20.9%)14 (32.6%)
     CHT1 (2.3%)2 (4.7%)
     CHT + ADT1 (2.3%)—
     177Lu-PSMA1 (2.3%)16 (37.2%)
     Study1 (2.3%)1 (2.3%)
    Mean follow-up (mo)19.8 ± 13.5 (0.0–47.9)16.0 ± 14.0 (0.0–49.0)
    • ↵* n = 14 and 11 data missing in hsPC and CRPC groups, respectively.

    • ↵† n = 59 and 35 data missing in hsPC and CRPC groups, respectively.

    • ↵‡ n = 60 and 36 data missing in hsPC and CRPC groups, respectively.

    • ADT = androgen deprivation therapy; CHT = concurrent hormone therapy.

    • Qualitative data are number and percentage; continuous data are mean ± SD and range. Local disease comprised prostate and seminal vesicle lesions.

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    TABLE 2.

    Unpaired Kruskal–Wallis Distribution of PSMA-TV Quartiles and Corresponding cfDNA Concentrations for Overall and CRPC Patient Groups

    cfDNA
    GroupQuartilePSMA-TV range (cm3)nMeanMean 95% CISDMinimumQ1MedianQ3Maximum
    AllQ10–0.2380.7690.503–1.030.8090.00090.2820.5280.9194.25
    Q20.2–3.5370.6790.54–0.8180.4170.06740.3550.610.861.73
    Q33.5–23.6360.6320.483–0.7810.440.08180.3520.4880.831.92
    Q423.6–1,597.7371.480.856–2.111.880.1830.4210.6941.889.49
    CRPCQ1−1.0–3.0190.6250.431–0.8180.4020.1260.2840.5810.8221.49
    Q23.0–14.0190.5160.345–0.6870.3540.08180.2650.4030.6651.44
    Q314.0–108.0171.320.178–2.462.220.1020.3370.8710.9819.49
    Q4108.0–1,598.0191.720.965–2.481.570.320.4721.22.095.14
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    TABLE 3.

    Post Hoc Adjusted Pairwise Table Displaying cfDNA Differences Between PSMA-TV Quartiles in CRPC Group

    QuartileMedian differenceMean differenceMean difference in 95% CIP
    Q1 vs. Q20.180.11−0.23 to 0.440.451
    Q1 vs. Q3−0.29−0.7−2.11 to 0.710.38
    Q1 vs. Q4−0.62−1.1−2.11 to −0.0860.016
    Q3 vs. Q20.470.8−0.6 to 2.210.107
    Q4 vs. Q20.81.210.2 to 2.210.002
    Q4 vs. Q30.330.4−1.33 to 2.130.146
    • View popup
    TABLE 4.

    Multivariate Cox Regression of Relationship Between OS and Binary Explanatory Variables cfDNA and PSMA-TV

    VariableHazard ratio95% CIP
    cfDNA group0.12
     Low0.4720.186–1.2
     High2.120.833–5.38
    PSMA-TV group0.004
     High18.892.52–141.68
     Low0.05290.00706–0.397

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Journal of Nuclear Medicine: 66 (5)
Journal of Nuclear Medicine
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May 1, 2025
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Examining the Relationship and Prognostic Significance of Cell-Free DNA Levels and the PSMA-Positive Tumor Volume in Men with Prostate Cancer: A Retrospective–Prospective [68Ga]Ga-PSMA-11 PET/CT Study
Kilian Kluge, Holger Einspieler, David Haberl, Clemens Spielvogel, Stefan Stoiber, Chrysoula Vraka, Laszlo Papp, Sabine Wunsch, Gerda Egger, Gero Kramer, Bernhard Grubmüller, Shahrokh Shariat, Marcus Hacker, Lukas Kenner, Alexander Haug
Journal of Nuclear Medicine Nov 2023, jnumed.123.266158; DOI: 10.2967/jnumed.123.266158

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Examining the Relationship and Prognostic Significance of Cell-Free DNA Levels and the PSMA-Positive Tumor Volume in Men with Prostate Cancer: A Retrospective–Prospective [68Ga]Ga-PSMA-11 PET/CT Study
Kilian Kluge, Holger Einspieler, David Haberl, Clemens Spielvogel, Stefan Stoiber, Chrysoula Vraka, Laszlo Papp, Sabine Wunsch, Gerda Egger, Gero Kramer, Bernhard Grubmüller, Shahrokh Shariat, Marcus Hacker, Lukas Kenner, Alexander Haug
Journal of Nuclear Medicine Nov 2023, jnumed.123.266158; DOI: 10.2967/jnumed.123.266158
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