Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2020 Mar 19;10:4993. doi: 10.1038/s41598-020-61910-6

Comparison of 68Ga-PSMA-11 PET/CT with 11C-acetate PET/CT in re-staging of prostate cancer relapse

Naresh Regula 1,, Vasileios Kostaras 2, Silvia Johansson 2, Carlos Trampal 1, Elin Lindström 1, Mark Lubberink 1,3, Irina Velikyan 1, Jens Sörensen 1,4
PMCID: PMC7081247  PMID: 32193430

Abstract

Positron emission tomography (PET) imaging is used to localize recurrent disease in prostate cancer (PCa). The tracer 68Ga-PSMA-11 visualizes lesions overexpressing prostate-specific membrane antigen (PSMA), while 11C-acetate visualizes lesions with increased anabolic metabolism. The aim of this study was to compare the performance of PSMA-PET and acetate-PET in re-staging patients with biochemical relapse. Thirty PCa patients with prostate-specific antigen (PSA) relapse after primary curative therapy were prospectively evaluated. PET/CT examinations using 11C-acetate and 68Ga-PSMA-11 were performed. Identified lesions were categorized according to anatomical location and PET measurements were correlated with PSA at time of scan. Tumour lesions showed higher semi-quantitative uptake values on PSMA-PET than acetate-PET. PSMA-PET identified more lesions in 11 patients, fewer lesions in eight patients, and identical number of lesions in 11 patients. This study indicates better diagnostic performance of PSMA-PET, particularly in detecting lymph node (81% vs 60%, p = 0.02) and bone metastasis (95% vs 61%, p = 0.0001) compared to acetate-PET. However, 38% of PSMA-expressing metastases appear to be metabolically inactive and 15% of metabolically active metastases lack PSMA expression. Addition of PET with a metabolic tracer, such as 11C-acetate, might be beneficial before making treatment decisions.

Subject terms: Cancer imaging, Urological cancer, Prostate, Oncology

Introduction

Prostate cancer (PCa) is the second most frequent cancer and the fifth leading cause of cancer deaths in men worldwide1. Early detection of PCa recurrence is of utmost clinical relevance in terms of prognosis2. The decision of follow-up treatment in biochemical PCa relapse cases depends on location and spread of the disease. Prostate-specific antigen (PSA) is a protein secreted by the prostate gland and a rise in PSA is detected by analysing venous blood sample collected from suspected PCa patients. PSA is established as a serum marker of PCa and is useful to monitor therapy response and to detect residual or early recurrence of PCa3,4. During the treatment process, PSA decreases and reaches the lowest level after several weeks indicating a good response. Recurrent disease is relatively common and is most often detected by rebounding PSA levels. A commonly used definition of biochemical recurrence is the presence of PSA greater than 2 ng/mL after radiation and 0.2 ng/mL after prostatectomy with a persistent elevation confirmed at follow-up3,4.

The role of conventional imaging modalities in the setting of PCa recurrence is limited due to poor detection rates and is a major challenge to date5,6. Molecular imaging with positron emission tomography (PET) has emerged as an important imaging technique with pivotal diagnostic value in this cohort of patients. The principle of PET imaging is based on labelling a molecule with a short-lived positron-emitting isotope to non-invasively trace a biological process. The PET scanner captures the three-dimensional location of the molecule when the isotope decays. The PET data is then superimposed on simultaneously acquired x-ray images from computer tomography (CT). Different PET tracers have been developed to trace specific biological processes such as glucose uptake, synthesis of macromolecules or receptor expression. Several metabolic tracers, such as 11C-acetate, 11C-choline, 18F-choline, and 18F-FACBC, are used clinically to detect PCa recurrence on PET/CT, but with relatively low sensitivity, especially at low PSA levels712. Historically, the performance of 11C-acetate and 11C-, 18F-labelled choline were not significantly different in localizing recurrent disease13.

At our Institution, 11C-acetate PET (acetate-PET) is routinely used for staging and therapy evaluation in PCa patients. Several in-vitro and in-vivo studies linked PCa aggressiveness to malignant de novo lipogenesis, wherein fatty acid synthase (FASN) is the rate-limiting enzyme14,15. Previous studies demonstrated the correlation of 11C-acetate uptake with enhanced FASN15,16 and Leisser et al.17 showed that FASN upregulation and expression in PCa was correlated to tumour aggressiveness in terms of 11C-acetate accumulation. In a previous work, we showed that 11C-acetate accumulation measured with PET/CT was a strong predictor of survival in the setting of PSA relapse after surgery, providing evidence for a quantitative relationship between de novo lipogenesis and early death18. In the light of these findings, low acetate accumulation in PCa lesions appears to indicate less aggressive clones.

Recent years have seen increased focus on prostate-specific membrane antigen (PSMA)1922. This type II membrane glycoprotein is significantly overexpressed by nearly all PCa cells when compared to other PSMA expressing tissues such as proximal small intestine, kidney, salivary glands and neovasculature of many solid tumours2327. PSMA overexpression in PCa is often 100- to 1000- fold higher than that of normal tissues. Along with overexpression, rapid internalization and blood clearance make PSMA a highly attractive target for PCa PET imaging28. The PSMA protein constitutes intracellular, transmembrane and extracellular domains. The extracellular domain contains a binding site for urea suitable for radioligand labelling. Initial studies with a small-molecule urea-based PSMA tracer, 68Ga-PSMA-11, suggests that this novel tracer detects PCa recurrence with higher contrast than currently available tracers of metabolic pathways2932. Target specific accumulation of 68Ga-PSMA-11 opens up the possibility for accurate quantification of PSMA expression and consequently the disease progression/regression. From the metabolic point of view, similar information is provided by acetate-PET. So far, no study has been conducted to compare the performance of PSMA-PET with acetate-PET in terms of localizing the recurrent disease status.

This study aimed to evaluate the performance of PSMA-PET and acetate-PET in identifying PCa recurrence in patients after curative therapy.

Methods

Patient characteristics

Thirty patients were prospectively included and both PSMA and acetate PET scans were acquired within two weeks in 25 subjects. In five subjects the time interval varied from 22 to 66 days. Therapy was not changed between scans. All patients were referred with suspected progressive disease and having PSA values ranging from 0.36 ng/mL to 240 ng/mL following prior curative treatment (e.g. hormonal therapy, chemotherapy, surgery and/or radiation therapy). All relevant clinical data to evaluate the possible effect of different variables including PSA at time of the scan, PSA doubling time (PSADT), PSA velocity (PSAVel), Gleason score (GS) and age were recorded. Findings from both PET scans were discussed in multidisciplinary conferences and the influence of PET on decisions regarding further treatment was documented.

The study was approved by the regional ethics review board (Dnr. 2017/190). Written informed consent was obtained from all research subjects.

PET/CT imaging protocol

68Ga-PSMA-11 was synthesized locally in accordance to good manufacturing practice (GMP) guidelines using a method previously described by Eder et al.33 (Supplementary Information). 11C-acetate was synthesized according to the method proposed by Le Bars et al.34 based on original synthesis35 with in-house modifications (Supplementary Information).

All PET/CT examinations were performed on a Discovery MI PET/CT system (GE Healthcare, Waukesha, WI) with a spatial resolution of 4 mm at the centre of the field of view and with 2 min acquisition per bed position. First, a CT transmission scan (140 kV, 40–80 mA) without contrast medium was obtained. Emission scans from mid-thigh to skull base were acquired 62 ± 4 min (range 60–78 min) after intravenous administration of 2.0 ± 0.3 MBq/kg (range 1.3–2.9 MBq/kg) of 68Ga-PSMA-11 and 10 ± 1 min (range 9–14 min) after intravenous administration of 3.9 ± 0.3 MBq/kg (range 3.0–4.8 MBq/kg) of 11C-acetate. A diagnostic thoracoabdominal CT-scan with contrast enhancement was performed directly after acetate-PET.

PSMA-PET images were reconstructed using block-sequential regularized expectation maximization (BSREM) (Q.Clear; GE Healthcare) method with β-value 90036. Ordered subsets expectation maximization (OSEM) (VPFX; GE Healthcare) method with 3 iterations, 16 subsets, and a 5-mm Gaussian post-processing filter was used for acetate-PET image reconstruction.

Image analysis

Hermes Hybridviewer, version 2.0.0 (Hermes Medical Solutions AB, Stockholm, Sweden) was used for PET/CT image analysis. All lesions with pathological uptake and high consensual suspicion for recurrence were identified and defined as local recurrence, pelvic or distant lymph node metastases, or bone metastases. Detection rate (DR) was defined as the ratio of identified lesions on each PET image by the total number of identified lesions found on both PET images.

Standardized uptake values were calculated as: activity in region of interest (Bq/cm3) × body weight (g) ÷ injected dose (Bq). Mean and maximum SUV (SUVmean, SUVmax) for all lesions were recorded on both scans. Tumour volume was measured over a volume of interest (VOI) generated on PET image by including all spatially connected voxels within a fixed threshold of 40% between SUVmax and SUV 3. For positive lesions in proximity to the urinary bladder, the bladder was masked to differentiate boundaries and to draw VOI over PCa lesions. The highest SUVmax and tumour volume (TV) of any lesion were recorded. Total tumour volume (TTV) was defined as the sum of all individual tumour volumes in each patient. Total lesion activity (TLA) was defined as, SUVmean × TV and SUVmax × TV, for TLAmean and TLAmax respectively.

Statistical analysis

Data were presented as mean ± SD unless otherwise stated. Non-parametric Wilcoxon signed-rank test was used to test for group differences. A two-sided Mann-Whitney test was used to evaluate differences concerning PSA values between groups with and without pathological lesions in both PET scans. McNemar tests were used to compare positive PET findings proportionally both on a patient level and at the level of total number of lesions. Non-parametric Spearman correlation (ρ) tests were used for direct comparison of volumetrics from both PET scans. The associations of PSA-derived indices towards PET volumetrics were tested using univariate regression analysis after log transformation. A two-tailed p-value of <0.05 was considered statistically significant. Statistical analyses were performed on JMP V13 (SAS Institute Inc., Cary, NC) unless otherwise stated.

Ethics declarations

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and national research committee with the principles of the 1964 Declaration of Helsinki and its later amendments. Ethical approval for this prospective study was obtained from the Regional ethical review board (Dnr. 2017/190). Informed consent was obtained from all individual participants included in the study.

Results

Patient characteristics were summarized in Table 1. Eight patients (27%) had previously undergone radical prostatectomy and 22 (73%) were treated with prior radiation therapy and/or androgen deprivation therapy. Ten of 30 patients were under active hormonal therapy (duration >10 months) at the time of PET. Remaining patients were not in active treatment. The average age of the patients was 69 ± 8 years (range 51–86, median 70.0) with a mean Gleason score (GS) of 7.3 ± 1.2 (range 5–9, median 7) and a mean PSA level of 28.3 ± 37.7 ng/mL (range 3–160, median 14) at time of diagnosis. Mean PSA measured at the time of the first scan was 23.9 ± 56.6 ng/mL (range 0.36–242, median 5).

Table 1.

Patient characteristics.

Patient No. age (years) initial GS PSA at diagnosis PSA at scan Acetate (MBq) PSMA (MBq) time diff. (days)
1* 73 8 5.4 4 368 193 3
2 77 7 5.7 11 321 186 1
3* 76 6 19 207 343 198 1
4 65 6 14 3 474 198 13
5* 70 7 7.8 10.5 352 265 10
6* 69 6 5.7 0.37 257 143 3
7 74 7 8.8 28 409 185 10
8* 63 6 15 242 258 148 3
9 67 7 10 3.1 291 146 66
10 80 9 70 2.6 326 145 65
11 70 8 13 9 408 217 22
12 73 9 71 6.9 342 189 3
13 76 6 49 72 360 155 28
14 56 7 3.3 3.3 347 175 10
15 69 7 21 11 376 189 24
16 62 9 22 7.1 411 188 1
17 76 7 8.9 4.5 340 183 3
18 63 9 24 4.5 365 134 8
19 76 7 160 43 417 151 2
20 86 6 5.6 11 282 129 8
21 60 9 22 5.8 499 193 5
22 75 9 61 4.4 320 109 6
23 57 7 17 0.36 446 173 10
24 59 9 4.9 3 328 186 12
25* 71 7 6.4 1.2 302 168 6
26* 72 5 10 7 387 196 1
27 51 7 26 5 311 167 8
28 65 9 130 1.7 395 193 2
29 71 7 5.6 3.6 322 199 2
30* 68 7 - 0.36 275 165 9

*Indicates patients with prostatectomy as primary treatment. PSA at diagnosis was not retrievable in one patient.

There were no adverse reactions in any of the patients after injection of either tracer. On the patient level both scans showed at least one lesion highly suspicious of PCa recurrence in 27 of 30 patients (both 83%, p = 1) with an overlap in 23 patients (76%, see Fig. 1a). Three patients with PSA 0.36 ng/mL, 0.36 ng/mL and 0.37 ng/mL at the time of scan showed negative findings on both scans. Mean PSA at time of scan in patients with negative PSMA-PET (n = 5) and acetate-PET (n = 5) was 1.1 ng/mL and 2.3 ng/mL, respectively.

Figure 1.

Figure 1

Number and percentage of positive PET on patient level (a) and lesion level (b) detected by acetate- and PSMA- PET followed by lesions categorized into local recurrence, lymph node and bone metastases (c) by both scans.

On the lesion level a total of 203 suspicious lesions were identified, of which 95 lesions (47%) were detected by both scans. PSMA-PET alone identified 77 lesions (38%) while 31 lesions (15%) were only positive on acetate-PET. Intra-lesion comparison showed higher DR for PSMA-PET (85% vs 62%, p < 0.0001) compared to acetate-PET (Fig. 1b,c). In comparison to acetate-PET, PSMA-PET detected identical lesions in 8 subjects, 63 lesions more in 11 patients, and 17 lesions less in 8 patients. Based on the location of PCa lesions (prostatic fossa, pelvic nodes, distal nodes, bone), PSMA-PET showed more wide-spread disease in 9, less in 3, and no change of disease status in 17 patients. PET/CT volumetric parameters are shown in Fig. 2. All volumetrics except TTV were significantly higher on PSMA-PET compared to acetate-PET.

Figure 2.

Figure 2

Volumetric parameters derived from VOIs placed over PET images showing average SUVmean (a), SUVmax (b), TTV (c), TLAmean (d) and TLAmax (e) on acetate- and PSMA- PET scans.

In 13 of 30 patients, local relapse in and around the prostatic fossa was found. Both scans showed local relapse in nine patients, two lesions were detected on PSMA-PET alone, while two showed an increased uptake only in acetate-PET. The lesions of local relapse showed significantly higher uptake for both SUVmean (8.5 ± 6.1 vs 3.8 ± 0.8, p = 0.03) and SUVmax (30.4 ± 27.5 vs 6.2 ± 2.9, p = 0.02) on PSMA-PET compared to acetate-PET.

Among 16 of 30 patients, a total of 133 lesions suspicious for lymph node metastases were detected (Fig. 3). Of these positive lymph nodes, 53 (40%) were only found in PSMA-PET and 26 (19%) only on acetate-PET. Increased uptake of both tracers was observed in 54 (41%) of positive lymph nodes (Fig. 4). Uptake of 68Ga-PSMA-11 was significantly higher than 11C-acetate for both SUVmean (6.3 ± 2.5 vs 4.0 ± 0.7, p < 0.001) and SUVmax (15.1 ± 10.2 vs 6.3 ± 2.5, p < 0.001) in positive lymph nodes. Consequently, the lymph node DR was significantly higher for PSMA-PET (81%) compared to acetate-PET (60%, p = 0.002).

Figure 3.

Figure 3

Detection of lymph node (top row) and bone lesions (bottom row) with white arrows on both acetate (b,e) and PMSA PET (c,f) along with CT findings (a,d) in two different subjects. A 76-year-old patient who underwent hormonal and radiation therapy in the past due to PCa (Gleason score 3 + 3). The patient was referred to scans due to PSA elevation 72 ng/mL shows a small lymph node in pelvic region on CT scan a) with no uptake on acetate-PET (b) but with positive lesion on PSMA-PET (c). A 74-year-old patient referred to scan due to a rise in PSA at 28 ng/mL after curative radiation and hormonal therapy to PCa (Gleason score 3 + 4) showing bone lesion on CT (d) with no uptake on acetate-PET (e) but positive on PSMA-PET (f).

Figure 4.

Figure 4

Percentage and number of patients with at least one positive lymph node (a) and bone lesion (b) on both scans.

Bone metastases were detected in 16 of 30 patients (Fig. 3). Out of 57 positive bone lesions, 22 (39%) showed only 68Ga-PSMA-11 uptake, while 3 (5%) were only found with acetate-PET (p = 0.0001). Both studies showed pathological uptake in 32 (56%) bone lesions (Fig. 4). As for other lesions, uptake of 68Ga-PSMA-11 in bone lesions was also significantly higher for both SUVmean (8.8 ± 6.1 vs 4.4 ± 0.9, p < 0.001) and SUVmax (24.1 ± 23.2 vs 7.6 ± 2.8, p < 0.001), compared to 11C-acetate uptake.

Specific clinical characteristics of patients with and without pathological findings in PSMA and acetate PET are detailed in Table 2. Between these groups, mean PSA at time of diagnosis was not significantly lower in the group without pathological findings on acetate-PET and PSMA-PET. In contrast, mean PSA at time of scan was significantly lower in the group without pathological uptake both on PSMA-PET (two-sided Mann-Whitney test, p = 0.001) and acetate-PET (p = 0.02).

Table 2.

Specific characteristics of patients with and without pathological findings on both scans.

Patients PSA at scan GS PSA at diagnosis
with path. findings in acetate-PET (n = 25) 28.2 ± 60.1 7.4 ± 1.2 28.9 ± 38.4
without path. findings in acetate-PET (n = 5) 2.3 ± 2.6 7.2 ± 1 24.8 ± 27.1
with path. findings in PSMA-PET (n = 25) 28.4 ± 60 7.4 ± 1.2 31.3 ± 39.1
without path. findings in PSMA-PET (n = 5) 1.1 ± 1.1 6.8 ± 0.4 9.8 ± 4.5

PSADT and PSAVel were available in 28 subjects with mean calculated PSADT 7.5 ± 7.6 months (range 0.8–27 months, median 4.8 months) and mean PSAVel 26.1 ± 51.7 ng/mL/year (range 0.1–226.5 ng/mL/year, median of 9.2 ng/mL/year). The DR of acetate and PSMA PET/CT in patients with PSADT less than 6 months was 81% and 88%, whereas in patients with PSADT more than 6 months DR of acetate and PSMA PET was 92% and 83%, respectively (p = 0.32). In patients with PSAVel less than 5 ng/mL/year DR of acetate-PET was 78% compared to PSMA-PET (DR 56%) and in patients with PSAVel more than 5 ng/mL/year DR was 89% and 100% for acetate and PSMA PET/CT scans respectively.

Univariate analysis showed a significant correlation of PSAvel with all PET parameters from acetate (r > 0.44, p = 0.02) and PSMA (r > 0.51, p = 0.01) PET scans. Similarly, all PET volumetrics except SUVmax from both scans showed moderate but significant correlations with PSA at time of scan (Table 3). The correlations of PSA and PSAvel towards PET volumetrics were insignificantly higher for PSMA-PET (p > 0.05 for all comparisons). No significant association of PSADT towards PET volumetrics was noticed. Comparing the various PET volumetric indices between the two scans directly, there were moderate or good correlations for all (SUVmean: ρ = 0.57, SUVmax: ρ = 0.65, TTV: ρ = 0.77, TLAmean: ρ = 0.78, TLAmax: ρ = 0.79, p < 0.001 for all).

Table 3.

Univariate analysis of PSA at time of scan and PSAVel with PET measurements from both acetate and PSMA PET scans after normalizing all variables using log transformation.

PSA at time of scan r p-value PSAVel r p-value
Acetate SUVmean 0.41 0.04 Acetate SUVmean 0.48 0.02
Acetate SUVmax 0.37 0.06 Acetate SUVmax 0.44 0.03
Acetate TTV 0.44 0.03 Acetate TTV 0.46 0.02
Acetate TLAmean 0.46 0.02 Acetate TLAmean 0.47 0.02
Acetate TLAmax 0.44 0.03 Acetate TLAmax 0.46 0.02
PSMA SUVmean 0.42 0.04 PSMA SUVmean 0.58 0.002
PSMA SUVmax 0.39 0.05 PSMA SUVmax 0.53 0.008
PSMA TTV 0.58 0.002 PSMA TTV 0.51 0.01
PSMA TLAmean 0.58 0.002 PSMA TLAmean 0.57 0.004
PSMA TLAmax 0.57 0.003 PSMA TLAmax 0.56 0.004

All the variables showed significant correlation with both PSA at time of scan and PSAVel except the association of SUVmax from acetate and PSMA PET with PSA at time of scan.

Findings from the PSMA-PET scan influenced treatment management in 6 patients (20%) whereas patient management was altered in only one patient based on acetate-PET findings. Oligo-metastatic disease status was defined as the presence of not more than five suspicious lesions on PET scans. Seventeen patients (68%) had oligo-metastatic disease on acetate-PET compared to 14 patients (56%) on PSMA-PET, thus the status was upstaged to metastatic in three patients.

Discussion

This was a prospective study to evaluate the performance of PSMA-PET compared to acetate-PET in patients with biochemical relapse of PCa after previous curative treatment. The results suggested that PSMA-PET performed better in localizing PCa recurrence in lymph node and bone metastases.

Various metabolic PET tracers reflecting glucose (18F-FDG), fatty acid (11C-acetate), phospholipid (11C-, 18F-choline) and amino acid (18F-FACBC) pathways are available in PET practice for PCa diagnosis. PSMA-PET was previously shown to detect more lesions than 18F-choline37, 11C-choline38 and 18F-FACBC39. To the best of our knowledge, the current study is the first to compare PSMA-PET to acetate-PET.

Acetate-PET has been used for 15 years at our institution for staging, diagnosing biochemical relapse and treatment guidance in PCa patients. Our previous work emphasized the use of acetate-PET as a prognostic tool to predict survival in patients with PCa recurrence after prostatectomy, in which a highly favourable outcome was seen in subjects with no or minimal pathological 11C-acetate uptake even when PSA was well above 1 ng/mL18. Since acetate is the major carbon source in PCa, the interpretation of these previous findings was that metastases without visible 11C-acetate uptake are minimally aggressive. However, deciding on treatment at relapse ideally requires all tumour deposits to be known for which acetate-PET, like other metabolic tracers, is not a perfect tool. Furthermore, benign lymph nodes are often mildly acetate-avid which can cause false-positive findings. But with our previous experience, most of the benign lesions with mild uptake on acetate-PET and appearance on CT examination, particularly in inguinal and mediastinal regions are identified and discarded. Applying the similar method, diagnostic accuracy of acetate-PET was improved with the specificity optimised to 98%40,41.

Recent studies indicate that a positive PSMA-PET can be expected in up to 50% of post-prostatectomy recurrences with PSA lower than 0.5 ng/mL42. At this PSA level, pathological uptake is very rare with metabolic tracers, including 11C-acetate. We included three patients with PSA below 0.5 ng/mL, and both PET scans were negative in all three. The lowest PSA at which detectable lesions could be seen in this study was 1.7 ng/mL and 1.2 ng/mL for PSMA-PET and acetate-PET, respectively. Because of the small number of patients this sub-analysis is not conclusive.

Clinically, the higher contrast and lesion sensitivity of PSMA-PET resulted in treatment decision changes in six patients when both studies were presented to the multi-disciplinary meetings. In contrast, acetate-PET altered treatment strategy in one subject who had negative findings on PSMA-PET but metabolically active iliac lymph node metastases. Determining the presence of the oligo-metastatic disease is clinically relevant as it influences the treatment strategies. Our study demonstrated that PSMA-PET identified oligo-metastatic disease in fourteen subjects (56%) as compared to 17 patients (68%) with acetate-PET. The findings, however, do not establish the superiority of PSMA-PET for diagnosing oligo-metastatic disease and necessitates a larger study. Nevertheless, similar to other comparative studies with choline PET31,43, PSMA-PET detected more bone lesions than acetate-PET. Bone metastatic disease is a strong indicator of poor outcome, further advocating 68Ga-PSMA-11 as a most relevant tracer for routine clinical use.

Detection of localized PCa relapse using PSMA-PET (37%) from this study was similar to Eiber et al.42 (35% of patients). In particular, our lesion-based analysis showed that the majority of patients (69%) with localized relapse within the prostatic fossa were identified by both tracers, while two patients with negative acetate-PET lesions showed 68Ga-PSMA-11 uptake and vice versa.

Overall PSMA-PET identified more suspicious lesions compared to acetate-PET in the given cohort. The possible explanations might be due to the presence of metabolically dormant metastases overexpressing PSMA receptors. We used a digital PET scanner with a BSREM reconstruction algorithm allowing full convergence of every single image voxel by controlling image noise providing an increase in signal to noise ratio36. 11C-acetate data with BSREM was also available for the clinical read but did not result in more findings.

Historically, approximately 10% of PCa clones did not express PSMA receptors44. A recent study documented more extreme heterogeneity of PSMA expression in PCa, both on the inter- and intra-individual patient level45. High PSMA expression was linked to defective DNA repair, while absent PSMA expression was linked to increased expression of BRCA2 and SOX2, a stem cell pluripotency factor. Heterogeneity was also seen in this study, as 31 lesions in 11 patients were seen with acetate-PET but not with PSMA-PET.

11C-acetate uptake reflects the intensity of ongoing de-novo lipogenesis and thus depicts growth, while 68Ga-PSMA-11 shows the magnitude of receptor expression. Which type of biological signal that is more relevant for the evaluation of tumour aggressiveness remains unclear. This could be important for choosing therapy in the case of oligo-metastatic disease, but also for therapy evaluation. A retrospective study in castration-resistant PCa patients showed the predictive role of a serial acetate-PET scan during abiraterone treatment in terms of overall and progression-free survival46. In our previous study, a negative acetate-PET favoured better outcome in terms of five-year survival in biochemical relapse patients after prostatectomy. In that study, a measurement that combined SUVmax and metabolic tumour volume for all detectable lesions (TLA) was the strongest predictor of survival18. Similar PET volumetrics can also be applied to PSMA-PET and the current study showed a good correlation of TLA (ρ = 0.79) when the two scans were compared. We also tested the ability of a simple PSA test to predict PET-based tumour burden and found moderate correlations at best (Table 3). We did not find any evidence that the PSA indices could predict the volumetric differences between the PET scans.

Evidence to support PSMA-PET as a tool for treatment response evaluation is limited. So far, only one group presented preliminary results from a retrospective study47 and more studies are clearly needed. Moreover, both the issue of lesions with positive PSMA expression but dormant metabolic activity in terms of growth and the fraction of tumours with negative PSMA expression need to be addressed. To study these issues further future studies should consider combining PSMA-PET and a metabolic PET scan.

Conclusion

In this prospective comparative study, PSMA-PET performed better than acetate-PET for detection of metastatic disease. The study further advocates the use of PSMA-PET as the most relevant molecular imaging method for the initial detection of PCa recurrence. However, PSMA expression is heterogeneous and the addition of PET with a tracer of anabolic metabolism might be needed in patients before therapy decisions.

Supplementary information

Acknowledgements

The authors wish to express a sincere thanks to the Uppsala PET Centre staff for their dedicated efforts. This work was supported by the Swedish Cancer Society (CAN2016/835). Open access funding provided by Uppsala University.

Author contributions

N.R., S.J., V.K., and J.S. conceptualized and designed the study. S.J and V.K. recruited the subjects. N.R. drafted the text and performed statistical analysis. N.R., C.T. and J.S. performed PET image analysis. M.L. and E.L. designed and validated PET reconstructions. J.S. supervised and financed the project. I.V. and J.S contributed feedback during the entire writing process. All authors reviewed and approved the final manuscript.

Data availability

The datasets generated and analysed during the current study are available from the corresponding author on reasonable request.

Competing interests

The authors declare that they have no conflict of interest. The study was presented at the EANM annual conference, 2019.

Footnotes

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

is available for this paper at 10.1038/s41598-020-61910-6.

References

  • 1.Bray F, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J. Clin. 2018;68:394–424. doi: 10.3322/caac.21492. [DOI] [PubMed] [Google Scholar]
  • 2.Bott SRJ. Management of recurrent disease after radical prostatectomy. Prostate Cancer And Prostatic Diseases. 2004;7:211–216. doi: 10.1038/sj.pcan.4500732. [DOI] [PubMed] [Google Scholar]
  • 3.Cornford P, et al. EAU-ESTRO-SIOG Guidelines on Prostate Cancer. Part II: Treatment of Relapsing, Metastatic, and Castration-Resistant Prostate Cancer. Eur. Urol. 2017;71:630–642. doi: 10.1016/j.eururo.2016.08.002. [DOI] [PubMed] [Google Scholar]
  • 4.Mottet N, et al. EAU-ESTRO-SIOG Guidelines on Prostate Cancer. Part 1: Screening, Diagnosis, and Local Treatment with Curative Intent. Eur. Urol. 2017;71:618–629. doi: 10.1016/j.eururo.2016.08.003. [DOI] [PubMed] [Google Scholar]
  • 5.Kosuri S, Akhtar NH, Smith M, Osborne JR, Tagawa ST. Review of salvage therapy for biochemically recurrent prostate cancer: the role of imaging and rationale for systemic salvage targeted anti-prostate-specific membrane antigen radioimmunotherapy. Adv. Urol. 2012;2012:921674–921674. doi: 10.1155/2012/921674. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Beresford MJ, Gillatt D, Benson RJ, Ajithkumar T. A Systematic Review of the Role of Imaging before Salvage Radiotherapy for Post-prostatectomy Biochemical Recurrence. Clin. Oncol. 2010;22:46–55. doi: 10.1016/j.clon.2009.10.015. [DOI] [PubMed] [Google Scholar]
  • 7.Beer AJ, Eiber M, Souvatzoglou M, Schwaiger M, Krause BJ. Radionuclide and hybrid imaging of recurrent prostate cancer. Lancet Oncol. 2011;12:181–191. doi: 10.1016/S1470-2045(10)70103-0. [DOI] [PubMed] [Google Scholar]
  • 8.Mease RC, Foss CA, Pomper MG. PET Imaging in Prostate Cancer: Focus on Prostate-Specific Membrane Antigen. Curr. Top. Med. Chem. 2013;13:951–962. doi: 10.2174/1568026611313080008. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Castellucci P, Jadvar H. PET/CT in prostate cancer: non-choline radiopharmaceuticals. Q. J. nucl. Med. Mol. Imaging. 2012;56:367–374. [PMC free article] [PubMed] [Google Scholar]
  • 10.Krause BJ, et al. The detection rate of [11C]choline-PET/CT depends on the serum PSA-value in patients with biochemical recurrence of prostate cancer. Eur. J. Nucl. Med. Mol. Imaging. 2008;35:18–23. doi: 10.1007/s00259-007-0581-4. [DOI] [PubMed] [Google Scholar]
  • 11.Mohsen B, et al. Application of C-11-acetate positron-emission tomography (PET) imaging in prostate cancer: systematic review and meta-analysis of the literature. BJU Int. 2013;112:1062–1072. doi: 10.1111/bju.12279. [DOI] [PubMed] [Google Scholar]
  • 12.Giovacchini G, et al. Predictive factors of [(11)C]choline PET/CT in patients with biochemical failure after radical prostatectomy. Eur. J. Nucl. Med. Mol. Imaging. 2010;37:301–309. doi: 10.1007/s00259-009-1253-3. [DOI] [PubMed] [Google Scholar]
  • 13.Kotzerke J, et al. Intraindividual comparison of [11C]acetate and [11C]choline PET for detection of metastases of prostate cancer. Nuklearmedizin. 2003;42:25–30. doi: 10.1055/s-0038-1623902. [DOI] [PubMed] [Google Scholar]
  • 14.Yoshii Y, et al. Fatty acid synthase is a key target in multiple essential tumor functions of prostate cancer: uptake of radiolabeled acetate as a predictor of the targeted therapy outcome. PLoS one. 2013;8:e64570. doi: 10.1371/journal.pone.0064570. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Yoshimoto M, et al. Characterization of acetate metabolism in tumor cells in relation to cell proliferation: acetate metabolism in tumor cells. Nucl. Med. Biol. 2001;28:117–122. doi: 10.1016/S0969-8051(00)00195-5. [DOI] [PubMed] [Google Scholar]
  • 16.Oyama N, et al. 11C-Acetate PET Imaging of Prostate Cancer: Detection of Recurrent Disease at PSA Relapse. J. Nucl. Med. 2003;44:549–555. [PubMed] [Google Scholar]
  • 17.Leisser A, et al. Evaluation of fatty acid synthase in prostate cancer recurrence: SUV of [(11) C]acetate PET as a prognostic marker. Prostate. 2015;75:1760–1767. doi: 10.1002/pros.23061. [DOI] [PubMed] [Google Scholar]
  • 18.Regula N, Häggman M, Johansson S, Sörensen J. Malignant lipogenesis defined by 11C-acetate PET/CT predicts prostate cancer-specific survival in patients with biochemical relapse after prostatectomy. Eur. J. Nucl. Med. Mol. Imaging. 2016;43:2131–2138. doi: 10.1007/s00259-016-3449-7. [DOI] [PubMed] [Google Scholar]
  • 19.Ghosh A, Heston WDW. Tumor target prostate specific membrane antigen (PSMA) and its regulation in prostate cancer. J. Cell Biochem. 2004;91:528–539. doi: 10.1002/jcb.10661. [DOI] [PubMed] [Google Scholar]
  • 20.Hillier SM, et al. Preclinical Evaluation of Novel Glutamate-Urea-Lysine Analogues That Target Prostate-Specific Membrane Antigen as Molecular Imaging Pharmaceuticals for Prostate Cancer. Cancer Res. 2009;69:6932–6940. doi: 10.1158/0008-5472.CAN-09-1682. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Eder M, et al. 68Ga-Complex Lipophilicity and the Targeting Property of a Urea-Based PSMA Inhibitor for PET Imaging. Bioconjug Chem. 2012;23:688–697. doi: 10.1021/bc200279b. [DOI] [PubMed] [Google Scholar]
  • 22.Schäfer M, et al. A dimerized urea-based inhibitor of the prostate-specific membrane antigen for 68Ga-PET imaging of prostate cancer. EJNMMI Res. 2012;2:23. doi: 10.1186/2191-219X-2-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Sweat SD, Pacelli A, Murphy GP, Bostwick DG. Prostate-specific membrane antigen expression is greatest in prostate adenocarcinoma and lymph node metastases. Urology. 1998;52:637–640. doi: 10.1016/S0090-4295(98)00278-7. [DOI] [PubMed] [Google Scholar]
  • 24.Chang SS. Overview of prostate-specific membrane antigen. Rev. Urol. 2004;6(Suppl 10):S13–S18. [PMC free article] [PubMed] [Google Scholar]
  • 25.Mannweiler S, et al. Heterogeneity of prostate-specific membrane antigen (PSMA) expression in prostate carcinoma with distant metastasis. Pathol. Oncol. Res. 2009;15:167–172. doi: 10.1007/s12253-008-9104-2. [DOI] [PubMed] [Google Scholar]
  • 26.Silver DA, Pellicer I, Fair WR, Heston WD, Cordon-Cardo C. Prostate-specific membrane antigen expression in normal and malignant human tissues. Clin. Cancer Res. 1997;3:81–85. [PubMed] [Google Scholar]
  • 27.Chang SS, et al. Prostate-specific membrane antigen is produced in tumor-associated neovasculature. Clin. Cancer Res. 1999;5:2674–2681. [PubMed] [Google Scholar]
  • 28.Eder M, Eisenhut M, Babich J, Haberkorn U. PSMA as a target for radiolabelled small molecules. Eur. J. Nucl. Med. Mol. Imaging. 2013;40:819–823. doi: 10.1007/s00259-013-2374-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Afshar-Oromieh A, et al. The diagnostic value of PET/CT imaging with the 68Ga-labelled PSMA ligand HBED-CC in the diagnosis of recurrent prostate cancer. Eur. J. Nucl. Med. Mol. Imaging. 2015;42:197–209. doi: 10.1007/s00259-014-2949-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Afshar-Oromieh A, et al. PET imaging with a [68Ga]gallium-labelled PSMA ligand for the diagnosis of prostate cancer: biodistribution in humans and first evaluation of tumour lesions. Eur. J. Nucl. Med. Mol. Imaging. 2013;40:486–495. doi: 10.1007/s00259-012-2298-2. [DOI] [PubMed] [Google Scholar]
  • 31.Afshar-Oromieh A, et al. Comparison of PET imaging with a (68)Ga-labelled PSMA ligand and (18)F-choline-based PET/CT for the diagnosis of recurrent prostate cancer. Eur. J. Nucl. Med. Mol. Imaging. 2014;41:11–20. doi: 10.1007/s00259-013-2525-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Diao Wei JZ. Liao Xinyang. Recent Advances in Prostate-Specific Membrane Antigen-Based Radiopharmaceuticals. Curr. Top. Med. Chem. 2019;19:33–56. doi: 10.2174/1568026619666190201100739. [DOI] [PubMed] [Google Scholar]
  • 33.Eder M, et al. (68)Ga-complex lipophilicity and the targeting property of a urea-based PSMA inhibitor for PET imaging. Bioconjug Chem. 2012;23:688–697. doi: 10.1021/bc200279b. [DOI] [PubMed] [Google Scholar]
  • 34.Le Bars D, Malleval M, Bonnefoi F, Tourvieille C. Simple synthesis of [1-11C]acetate. J. Label. Compd. Radiopharm. 2006;49:263–267. doi: 10.1002/jlcr.1024. [DOI] [Google Scholar]
  • 35.Pike VW, Eakins MN, Allan RM, Selwyn AP. Preparation of [1−11C]acetate—An agent for the study of myocardial metabolism by positron emission tomography. Int. J. Appl. Radiat. Isot. 1982;33:505–512. doi: 10.1016/0020-708X(82)90003-5. [DOI] [PubMed] [Google Scholar]
  • 36.Lindström E, et al. Regularized reconstruction of digital time-of-flight (68)Ga-PSMA-11 PET/CT for the detection of recurrent disease in prostate cancer patients. Theranostics. 2019;9:3476–3484. doi: 10.7150/thno.31970. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Pfister D, et al. Detection of recurrent prostate cancer lesions before salvage lymphadenectomy is more accurate with 68Ga-PSMA-HBED-CC than with 18F-Fluoroethylcholine PET/CT. Eur. J. Nucl. Med. Mol. Imaging. 2016;43:1410–1417. doi: 10.1007/s00259-016-3366-9. [DOI] [PubMed] [Google Scholar]
  • 38.Schwenck J, et al. Comparison of 68Ga-labelled PSMA-11 and 11C-choline in the detection of prostate cancer metastases by PET/CT. Eur. J. Nucl. Med. Mol. Imaging. 2017;44:92–101. doi: 10.1007/s00259-016-3490-6. [DOI] [PubMed] [Google Scholar]
  • 39.Calais J, et al. 18F-fluciclovine PET-CT and 68Ga-PSMA-11 PET-CT in patients with early biochemical recurrence after prostatectomy: a prospective, single-centre, single-arm, comparative imaging trial. Lancet Oncol. 2019;20:1286–1294. doi: 10.1016/S1470-2045(19)30415-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Daouacher G, et al. Laparoscopic extended pelvic lymph node (LN) dissection as validation of the performance of [11C]-acetate positron emission tomography/computer tomography in the detection of LN metastasis in intermediate- and high-risk prostate cancer. BJU Int. 2015;118:77–83. doi: 10.1111/bju.13202. [DOI] [PubMed] [Google Scholar]
  • 41.von Below C, et al. MRI and (11)C Acetate PET/CT for Prediction of Regional Lymph Node Metastasis in Newly Diagnosed Prostate Cancer. Radiol. Oncol. 2018;52:90–97. doi: 10.2478/raon-2018-0001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Eiber M, et al. Evaluation of Hybrid 68Ga-PSMA Ligand PET/CT in 248 Patients with Biochemical Recurrence After Radical Prostatectomy. J. Nuc Med. 2015;56:668–674. doi: 10.2967/jnumed.115.154153. [DOI] [PubMed] [Google Scholar]
  • 43.Moghul M, et al. Detection rates of recurrent prostate cancer: (68)Gallium (Ga)-labelled prostate-specific membrane antigen versus choline PET/CT scans. A systematic review. Ther. Adv. Urol. 2019;11:1–10. doi: 10.1177/1756287218815793. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Fendler WP, et al. Assessment of 68Ga-PSMA-11 PET Accuracy in Localizing Recurrent Prostate Cancer: A Prospective Single-Arm Clinical Trial. JAMA Oncol. 2019;5:856–863. doi: 10.1001/jamaoncol.2019.0096. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Paschalis A, et al. Prostate-specific Membrane Antigen Heterogeneity and DNA Repair Defects in Prostate Cancer. Eur. Urol. 2019;76:469–478. doi: 10.1016/j.eururo.2019.06.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46.Farnebo J, et al. Progression-free and overall survival in metastatic castration-resistant prostate cancer treated with abiraterone acetate can be predicted with serial C11-acetate PET/CT. Med. 2016;95:e4308–e4308. doi: 10.1097/MD.0000000000004308. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Seitz AK, et al. Preliminary results on response assessment using 68Ga-HBED-CC-PSMA PET/CT in patients with metastatic prostate cancer undergoing docetaxel chemotherapy. Eur. J. Nucl. Med. Mol. Imaging. 2018;45:602–612. doi: 10.1007/s00259-017-3887-x. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

The datasets generated and analysed during the current study are available from the corresponding author on reasonable request.


Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES