Visual Abstract
Abstract
We aimed to systematically determine the impact of tumor burden on 68Ga-prostate-specific membrane antigen-11 (68Ga-PSMA) PET biodistribution by the use of quantitative measurements. Methods: This international multicenter, retrospective analysis included 406 men with prostate cancer who underwent 68Ga-PSMA PET/CT. Of these, 356 had positive findings and were stratified by quintiles into a very low (quintile 1, ≤25 cm3), low (quintile 2, 25–189 cm3), moderate (quintile 3, 189–532 cm3), high (quintile 4, 532–1,355 cm3), or very high (quintile 5, ≥1,355 cm3) total PSMA-positive tumor volume (PSMA-VOL). PSMA-VOL was obtained by semiautomatic segmentation of total tumor lesions using qPSMA software. Fifty prostate cancer patients with no PSMA-positive lesions (negative scan) served as a control group. Normal organs, which included salivary glands, liver, spleen, and kidneys, were semiautomatically segmented using 68Ga-PSMA PET images, and SUVmean was obtained. Correlations between the SUVmean of normal organs and PSMA-VOL as continuous and categoric variables by quintiles were evaluated. Results: The median PSMA-VOL was 302 cm3 (interquartile range [IQR], 47–1,076 cm3). The median SUVmean of salivary glands, kidneys, liver, and spleen was 10.0 (IQR, 7.7–11.8), 26.0 (IQR, 20.0–33.4), 3.7 (IQR, 3.0–4.7), and 5.3 (IQR, 4.0–7.2), respectively. PSMA-VOL showed a moderate negative correlation with the SUVmean of the salivary glands (r = −0.44, P < 0.001), kidneys (r = −0.34, P < 0.001), and liver (r = −0.30, P < 0.001) and a weak negative correlation with the spleen SUVmean (r = −0.16, P = 0.002). Patients with a very high PSMA-VOL (quintile 5, ≥1,355 cm3) had a significantly lower PSMA uptake in the salivary glands, kidneys, liver, and spleen than did the control group, with an average difference of −38.1%, −40.0%, −43.2%, and −34.9%, respectively (P < 0.001). Conclusion: Tumor sequestration affects 68Ga-PSMA biodistribution in normal organs. Patients with a very high tumor load showed a significantly lower uptake of 68Ga-PSMA in normal organs, confirming a tumor sink effect. As similar effects might occur with PSMA-targeted radioligand therapy, these patients might benefit from increased therapeutic activity without exceeding the radiation dose limit for organs at risk.
The biodistribution of radiolabeled prostate-specific membrane antigen (PSMA) ligands in prostate cancer patients reflects a complex interaction between tracer uptake, retention, and excretion in pathologic and normal tissues. Accumulation of PSMA ligands is also observed in nontumoral tissues, such as liver, spleen, kidneys and salivary glands, which have been shown to exhibit a high variability in tracer uptake (1). In clinical practice, it is observed that the relative accumulation of PSMA ligands in normal tissue is inversely related to the PSMA-positive tumor burden. This phenomenon is commonly referred to as the tumor sink effect, in which high tracer uptake in extensive tumor masses reduces tracer accumulation in normal tissues (2–4).
PSMA-targeted radioligand therapy with 177Lu (177Lu-PSMA-RLT) demonstrated positive results in phase II trials of men with metastatic castration-resistant prostate cancer (5–7) and is currently being investigated in the metastatic hormone-sensitive prostate cancer setting (8). If confirmed, a tumor sink effect might have implications for 177Lu-PSMA-RLT by providing the rationale for individual adaptation of therapeutic dosages to the patient tumor load (9). Patients with a high tumor load might benefit from a higher injected activity per cycle without exceeding radiation dose limit in organs at risk, particularly the salivary glands and the kidneys, which are considered dose-limiting organs (10).
Besides their therapeutic use, PSMA ligands have also been applied for diagnostic purposes using tumor-specific whole-body PET imaging (e.g., 68Ga-PSMA-11 [68Ga-PSMA]) (11). 68Ga-PSMA PET imaging provides reliable estimates of the biodistribution of therapeutic PSMA ligands (12). Several reports have previously investigated the sink effect in PSMA-targeted PET; however, the data reported are contradictory (13,14).
To address this question, we aimed here to quantify the effect of tumor burden on 68Ga-PSMA PET organ biodistribution by the use of quantitative measurements. We hypothesized that the tumor sequestration of the injected radiopharmaceutical in patients with a high disease burden leads to a significant decrease in uptake in nontumoral tissue.
MATERIALS AND METHODS
Study Design and Patient Population
Data of men with histologically proven prostate cancer who underwent 68Ga-PSMA PET imaging at 6 institutions were screened retrospectively. This international multicenter study was designed to include patients with both PSMA-positive and PSMA-negative PET scans. First, 2 preestablished databases of patients with known metastatic disease on 68Ga-PSMA PET were screened: the first was a dataset of men with metastatic hormone-sensitive prostate cancer who received 68Ga-PSMA PET in the setting of initial staging or biochemical recurrence (n = 100), and the second was a dataset of men with metastatic castration-resistant prostate cancer who received 68Ga-PSMA PET before initiation of 177Lu-PSMA-RLT (15,16) (n = 285). Next, 50 men with biochemical recurrence after definitive treatment of prostate cancer who had no tumor lesions on 68Ga-PSMA PET were randomly selected from the institution database (17) to serve as a control group. The flowchart of this study is displayed in Figure 1. Inclusion criteria were imaging with 68Ga-PSMA PET/CT and data evaluable by the segmentation software. Patients who underwent 18F-labeled PSMA PET/CT or PSMA-targeted PET/MRI were excluded.
Of 435 screened men with prostate cancer, 406 were eligible and were included in the study. Overall, 162 (40%) patients underwent the scan in a prospective setting (NCT02940262, NCT03042312, and ACTRN12615000912583), whereas 244 (60%) underwent the scan under compassionate-access programs. In a subanalysis, we identified 20 patients from the metastatic castration-resistant prostate cancer cohort who had a high disease burden on the baseline 68Ga-PSMA PET at the initiation of 177Lu-PSMA-RLT and received a follow-up scan after 2 treatment cycles, as previously described (Fig. 1) (18).
All scans were performed between October 2014 and August 2019. All patients gave written consent to undergo a clinical 68Ga-PSMA PET scan. The need for study-specific consent was waived by the Ethics Committee.
Outcomes
The primary objective of this study was to determine the impact of total tumor burden on 68Ga-PSMA uptake in normal organs on PET imaging. On the basis of reproducibility data that showed a normal variability of up to 30% between 2 SUV measurements of normal organs (19,20), the tumor sink effect was a priori defined as a 30% or greater decline in 68Ga-PSMA uptake in normal organs, compared with the control group.
The secondary objective was to determine the impact of changes in tumor volume on normal-organ 68Ga-PSMA uptake and the appearance of new lesions on the interim PET scan after 2 cycles of 177Lu-PSMA-RLT. Patients were stratified into responders versus nonresponders to 177Lu-PSMA-RLT on the basis of a PSMA tumor volume decline of 30% on the interim PET scan, as previously described (18).
Imaging Protocol
Patients received an average (±SD) of 155 ± 53 MBq of 68Ga-PSMA-HBED-CC (PSMA-11) via complete intravenous injection. Image acquisition was started after an average of 64 ± 17 min after injection. Static, whole-body images were used (mid thighs to skull vertex). All scans were corrected for decay, scatter, and random coincidences. Data from the CT scan were used for attenuation correction. Images were acquired using GE Healthcare Discovery 710 (n = 50), Siemens Biograph mCT (n = 244), Siemens Biograph 64 (n = 92), and Siemens Biograph 16 (n = 20) scanners. All images were obtained in accordance with the 68Ga-PSMA PET joint guideline of the European Association of Nuclear Medicine and the Society of Nuclear Medicine and Molecular Imaging, ensuring harmonized quantification (21). Standard vendor-provided image reconstructions were used. The applied reconstruction parameters are summarized in Supplemental Table 1 (supplemental materials are available at http://jnm.snmjournals.org).
Image Analyses
Tumor segmentation was performed centrally by a nuclear medicine physician using qPSMA software (22) to obtain total PSMA-positive tumor volume (PSMA-VOL). PSMA-VOL was categorized into 5 groups based on quintiles: very low (quintile 1: ≤20th percentile), low (quintile 2: 20th–40th percentiles), moderate (quintile 3: 40th–60th percentiles), high (quintile 4: 60th–80th percentiles), and very high (quintile 5: ≥80th percentile). Organs that typically exhibit moderate to high PSMA-ligand uptake were assessed: salivary glands, kidneys, liver, and spleen (23). The entire volume of each normal organ was segmented automatically using an in-house algorithm. The annotations obtained using the automatic algorithm were reviewed by a nuclear medicine physician using PET images and adjusted manually when necessary. SUVmean and SUVmax not corrected for lean body mass or body surface area were obtained to measure 68Ga-PSMA uptake in normal organs. The liver was not analyzed in patients with PSMA-positive liver metastases. Salivary glands not entirely included in the PET field of view were excluded from the analysis.
Statistical Analyses
Values were reported as mean ± SD or median and interquartile range (IQR). Correlations between PSMA-VOL and normal-organ tracer uptake were evaluated using the Spearman correlation coefficient (ρ) with a 2-tailed test for significance. Kruskal–Wallis testing was performed to compare the degree of 68Ga-PSMA uptake in normal organs among the 6 tumor-burden groups (control, very low, low, moderate, high, and very high). Differences among groups were tested for significance against no difference. A P value of 0.05 or less was considered statistically significant. The P values were not adjusted for multiple testing. Analyses were performed using SPSS Statistics, version 26.0 (IBM Corp.), and R Statistics (version 3.4.0).
RESULTS
Population characteristics are summarized in Table 1. Liver uptake was not analyzed in 40 patients because of PSMA-positive liver metastases. The salivary glands of 2 patients could not be delineated and were excluded from the analysis.
Tumor Volume and Organ SUV Measurements
The median SUVmean of salivary glands, kidneys, liver, and spleen was 10.0 (IQR, 7.7–11.8), 26.0 (IQR, 20.0–33.4), 3.7 (IQR, 3.0–4.7), and 5.3 (IQR, 4.0–7.2), respectively (Fig. 2), whereas the median SUVmax was 21.3 (IQR, 16.9–27.0), 51.8 (IQR, 37.8–67.9), 9.7 (IQR, 7.8–11.8), and 10.1 (IQR, 8.0–12.8), respectively (Supplemental Fig. 1). The median PSMA-VOL was 302 cm3 (IQR, 47–1,076 cm3). The 20th, 40th, 60th, and 80th percentile of PSMA-VOL was 25, 189, 532, and 1,355 cm3, respectively. The median PSMA-VOL in the very low (n = 71), low (n = 71), moderate (n = 71), high (n = 72), and very high (n = 71) groups was 5 cm3 (IQR, 2–11 cm3), 76 cm3 (IQR, 46–123 cm3), 302 cm3 (IQR, 235–387 cm3), 899 cm3 (IQR, 685–1,078 cm3), and 2,336 cm3 (IQR, 1,852–3,080 cm3), respectively. Examples of 68Ga-PSMA PET studies for each tumor volume group are presented in Figure 3.
Correlations of Tumor Volume with Normal-Organ Uptake
PSMA-VOL showed a statistically significant moderate negative correlation with the SUVmean of salivary glands (r = −0.44, P < 0.001), kidneys (r = −0.34, P < 0.001), and liver (r = −0.30, P < 0.001) and a statistically significant weak negative correlation with spleen SUVmean (r = −0.16, P = 0.002). PSMA-VOL showed a statistically significant moderate negative correlation with the SUVmax of salivary glands (r = −0.35, P < 0.001) and a statistically significant weak negative correlation with kidneys (r = −0.26, P < 0.001), liver (r = −0.23, P < 0.001), and spleen SUVmax (r = −0.19, P < 0.001).
Normal-Organ Uptake Stratified by Tumor Volume Groups
The absolute values and differences in SUVs of normal organs in the very low, low, moderate, high, and very high PSMA-VOL groups compared with the control group are given in Table 2, Figure 4, and Supplemental Figure 2. In general, a higher PSMA-VOL was associated with lower 68Ga-PSMA uptake in normal organs.
The SUVmean of salivary glands, kidneys, liver, and spleen was significantly lower in patients with a very high PSMA-VOL than in the control group (P < 0.001), with an average difference of −38.1% (95% CI, −47.8%, −29.7%), −40.0% (95% CI, −50.3%, −31.1%), −43.2% (95% CI, −55.6%, −30.8%), and −34.9% (95% CI, −49.8%, −21.3%), respectively.
The SUVmax of salivary glands, kidneys, and liver was significantly lower in patients with a very high PSMA-VOL than in the control group (P < 0.05), with an average difference of −26.6% (95% CI, −38.9%, −15.1%), −28.4% (95% CI, −39.4%, −18.0%), and −17.9% (95% CI, −30.0%, −4.2%), respectively.
Changes in Tumor Volume and Normal Uptake
Of 20 patients included in this analysis, 10 (50%) were responders achieving a PSMA-VOL decline of at least 30% on the interim scan relative to baseline. The average change in PSMA-VOL in responders was −47.0% (95% CI, −55.7%, −38.4%), whereas in nonresponders it was +6.3% (95% CI, −14.4%, +26.9%). The average difference in SUVmean of salivary glands, liver, kidneys and spleen in responders was +61.1% (95% CI, −3.5%, +125.7%; P = 0.06), +33.4% (95% CI, −17.2%, +83.9%; P = 0.17), +74.0% (95% CI, +8.7%, +139.2%; P = 0.03), and +61.8% (95% CI, +21.4%, +102.2%; P = 0.007), respectively. In nonresponders, the average change in salivary glands, kidneys, liver and spleen was −2.5% (95% CI, −15.3%, +10.3%; P = 0.67), +10.7% (95% CI, −6.1%, +28.3%; P = 0.07), +12.1% (95% CI, −6.1%, +30.3%; P = 0.16), and +23.8% (95% CI, −18.9%, +66.5%; P = 0.24), respectively. Individual changes in PSMA-VOL, SUVmean, and SUVmax for normal organs in 68Ga-PSMA PET are given in Supplemental Table 2. The appearance of new PSMA-positive lesions on interim scans was observed in 1 (10%) responder and 7 (70%) nonresponders.
DISCUSSION
In this multicenter retrospective analysis, patients with a high tumor burden demonstrated significantly lower normal-organ uptake on 68Ga-PSMA PET. Our primary endpoint of an SUV difference numerically greater than 30% in salivary glands and kidneys compared with the control group was met in patients with a very high tumor volume (≥1,355 cm3).
Controversial results on the tumor sink effect in PSMA-targeted PET have been reported. Gaertner et al. (13) found a decline of 36%–43%, 45%, 25%, and 19% of 68Ga-PSMA uptake in salivary glands, kidneys, liver, and spleen, respectively, in metastatic castration-resistant prostate cancer patients who were classified visually as having a high PSMA-positive tumor burden on PET. In contrast, Werner et al. (14) found in 18F-DCFPyL PET a significant correlation only for kidney uptake with PSMA-VOL. However, these results are not surprising, since only patients with early-stage prostate cancer having a low tumor burden were included (median PSA, 3.2 ng/mL) whereas a sink effect is expected to occur at high tumor volume levels. Limitations of these studies also include the small sample size, which was not powered for uptake correlation, use of a small region of interest for measuring tracer uptake in large organs (e.g., liver or spleen), and visual assessment of disease burden. To overcome these, in the present analysis we segmented semiautomatically on 68Ga-PSMA PET the total disease burden and the entire volume of normal organs. Moreover, for a complete understanding of the associations between disease burden and normal uptake, we included patients from the entire spectrum of prostate cancer and categorized them into 6 subgroups: PSMA-negative, very low, low, moderate, high, and very high tumor volume.
The highest correlation of normal-organ uptake with tumor burden was noticed in salivary glands, followed by kidneys, liver, and, to a lower degree, spleen. However, the SUVmean of kidneys and liver was significantly lower beginning with patients with a low tumor volume (25–189 cm3), whereas for salivary glands it was significantly lower only in patients with high (532–1,355 cm3) and very high (≥1,355 cm3) tumor volumes. SUVmean of normal organs had a weaker correlation with SUV. This observation underlines the importance of using SUVmean over SUVmax for measuring tracer uptake in normal organs in PET imaging, which captures the entire organ uptake and does not limit the uptake to 1 voxel. Two limitations of SUVmax are worth mentioning here: the variability when structures with heterogeneous uptake are measured (e.g., liver) and the dependence on the reconstruction parameters (e.g., potential use of point-spread function). These limitations can have important implications, particularly in a multicentric setting in which the harmonization protocol can affect SUVmax findings.
Our study has clinical implications. When performing PSMA-targeted RLT, the therapeutic activity is limited because of potential toxicity to organs at risk. Salivary glands and kidneys are the main critical organs with the highest absorbed dose (10). Moreover, xerostomia was reported as the main reason for treatment discontinuation during 225Ac-PSMA-RLT (24). Our findings suggest that candidates for 177Lu-PSMA-RLT with a very high tumor volume (≥1,355 cm3 for our analysis defined by quintiles) on the screening PSMA-PET have a significantly lower normal-organ uptake and might benefit from an increased therapeutic activity without exceeding the radiation dose limit for organs at risk.
A first attempt toward individualizing therapeutic activity for 177Lu-PSMA-RLT was made by Hofman et al. (5), in a study in which 177Lu-PSMA-617 activity was increased by up to 20% in heavily metastasized patients. Dosimetry data from the same cohort showed that a higher absorbed dose to tumor was associated with higher rates of PSA response and that tumor volume delineated on pretherapeutic 68Ga-PSMA PET is inversely correlated with salivary gland and kidney absorbed radiation dose (25). Hence, the sink effect may represent a great opportunity for 177Lu-PSMA-RLT to safely increase therapeutic activity in order to improve antitumor efficacy. Besides toxicity, it might also be logical to administer a higher treatment activity when the tumor load is higher, in order to avoid undertreatment.
Overall, the present study establishes tumor sequestration as a major factor affecting 68Ga-PSMA biodistribution in patients with a high disease burden, which leads to a sink effect that decreases activity concentrations in normal organs. In addition, we found that changes in tumor volume during 177Lu-PSMA-RLT impact the normal uptake on follow-up 68Ga-PSMA PET images. This finding emphasizes the potential utility of repeated dosimetry studies during 177Lu-PSMA-RLT when individualizing therapeutic dosage. Only 1 patient (without a decrease in 68Ga-PSMA uptake in normal organs; Supplemental Table 2) had new lesions on the follow-up scan, suggesting that new lesions on PSMA posttreatment scans are likely to be treatment-related. Nevertheless, additional studies investigating the impact of the sink effect on intratumor heterogeneity are warranted to provide additional insights on this phenomenon.
Strengths of this study include the multicenter setting, large patient population, and use of full quantitative measurements for tumor burden assessment. The major limitation of this study is the use of a single static PET image protocol, and thus, our results should be interpreted with caution in the framework of 177Lu-PSMA-RLT. In addition, we are unable to analyze the influence of potential effects arising from different specific activities. However, given the low half-life of 68Ga and a standardized production, no large-scale (>102) difference might be present. Further, we used only SUV normalized to body weight as a quantitative parameter of PET signal. Alternative quantitative parameters have been described in the literature, that is, SUV normalized to lean body mass (26) or the ratio of tumor uptake to blood-pool uptake (27), although only at a research level. Further studies to support their implementation in clinical practice are awaited. Correlations with dosimetry data with multiple time points are warranted to establish pretherapeutic PSMA-targeted PET as a quantitative tool for individualizing therapeutic doses.
CONCLUSION
Tumor sequestration affects 68Ga-PSMA biodistribution by decreasing the activity concentration in normal organs, confirming the tumor sink effect. A relevant sink effect was noticed in patients with a very high tumor burden (≥1,355 cm3). Because of favorable uptake ratios, PSMA-targeted RLT with increased activity regimens should be assessed in patients with a very high tumor volume. Repeated dosimetry during PSMA-targeted RLT should be considered, in order not to miss the impact of changes in tumor burden on dose distribution. Further studies are warranted to establish pretherapeutic PSMA-targeted PET as a tool for individual activity adaptation in PSMA-targeted RLT.
DISCLOSURE
This work was partially supported by the Jonsson Comprehensive Cancer Center fellowship award. Andrei Gafita is the recipient of the Jonsson Comprehensive Cancer Center fellowship award and the Dr. Christiaan Schiepers postdoctoral fellowship award. Jeremie Calais is supported by the Prostate Cancer Foundation (2020 Young Investigator Award 20YOUN05, 2019 Challenge Award 19CHAL02) and the Society of Nuclear Medicine and Molecular Imaging (2019 Molecular Imaging Research Grant for Junior Academic Faculty) and reports prior consulting activities outside the submitted work for Advanced Accelerator Applications, Blue Earth Diagnostics, Curium Pharma, GE Healthcare, Janssen Pharmaceuticals, Progenics Pharmaceuticals, Radiomedix, and Telix Pharmaceuticals. Michael Hofman is supported by grants from the Prostate Cancer Foundation, Movember Foundation, Australian Government Medical Research Future Fund, Prostate Cancer Foundation of Australia, and U.S. Department of Defence and reports honoraria for lectures from Astellas, Janssen, Mundipharma and advisory fees from Merck/MSD. Wolfgang Fendler received financial support from the German Research Foundation (Deutsche Forschungsgemeinschaft grant FE1573/3-1/659216), Mercator Research Center Ruhr (MERCUR, An-2019-0001), IFORES (D/107-81260, D/107-30240), Doktor Robert Pfleger-Stiftung, and Wiedenfeld-Stiftung/Stiftung Krebsforschung Duisburg; was a consultant for Endocyte and BTG; and received fees from RadioMedix and Bayer outside the submitted work. Hui Wang received financial support from the China Scholarship Council. Fernando Navarro received financial support from the German Research Foundation (Deutsche Forschungsgemeinschaft research training group grant GRK 2274). Matthias Eiber reports prior consulting activities for Blue Earth Diagnostics, Progenics Pharmaceuticals, and Point Biopharma and a patent application for rhPSMA outside the submitted work. Johannes Czernin is a founder and board member of, and holds equity in, Sofie Biosciences and Trethera Therapeutics and was a consultant for Endocyte Inc. (VISION trial steering committee), Actinium Pharmaceuticals, and Point Biopharma outside the submitted work. Intellectual property is patented by the University of California and licensed to Sofie Biosciences and Trethera Therapeutics. Ken Herrmann reports personal fees from Bayer, Sofie Biosciences, SIRTEX, Adacap, Curium, Endocyte, BTG, IPSEN, Siemens Healthineers, GE Healthcare, Amgen, Novartis, ymabs, Bain Capital, and MPM Capital outside the submitted work; other fees from Sofie Biosciences; nonfinancial support from ABX; and grants from BTG. No other potential conflict of interest relevant to this article was reported.
KEY POINTS
QUESTION: Does the tumor burden impact the biodistribution of 68Ga-PSMA PET?
PERTINENT FINDINGS: In this international multicenter, retrospective study, we observed a significant negative correlation between PSMA-positive tumor burden and 68Ga-PSMA PET uptake in normal organs—that is, salivary glands, kidneys, liver, and spleen. Patients with a very high tumor burden (≥1,355 cm3 for our analysis defined by quintiles) had a significantly lower uptake of 68Ga-PSMA in normal organs.
IMPLICATIONS FOR PATIENT CARE: Our findings suggest that candidates for 177Lu-PSMA-RLT with a very high tumor volume on screening PSMA-PET have significantly lower normal-organ uptake and might benefit from an increased therapeutic activity without exceeding the radiation dose limit for organs at risk.
Footnotes
Guest editor: Todd Peterson, Vanderbilt University
Published online May 28, 2021.
- © 2022 by the Society of Nuclear Medicine and Molecular Imaging.
REFERENCES
- Received for publication January 4, 2021.
- Revision received May 4, 2021.