PSMA PET/MR radiomics to improve postsurgical Gleason score prediction in prostate cancer

2021 ◽  
Author(s):  
EL Solari ◽  
A Gafita ◽  
S Schachoff ◽  
D Visvikis ◽  
W Weber ◽  
...  
Author(s):  
Y. J. L. Bodar ◽  
B. H. E. Jansen ◽  
J. P. van der Voorn ◽  
G. J. C. Zwezerijnen ◽  
D. Meijer ◽  
...  

Abstract Purpose In primary prostate cancer (PCa) patients, accurate staging and histologic grading are crucial to guide treatment decisions. 18F-DCFPyL (PSMA)-PET/CT has been successfully introduced for (re)staging PCa, showing high accuracy to localise PCa in lymph nodes and/or osseous structures. The diagnostic performance of 18F-DCFPyL-PET/CT in localizing primary PCa within the prostate gland was assessed, allowing for PSMA-guided targeted-prostate biopsy. Methods Thirty patients with intermediate-/high-risk primary PCa were prospectively enrolled between May 2018 and May 2019 and underwent 18F-DCFPyL-PET/CT prior to robot-assisted radical prostatectomy (RARP). Two experienced and blinded nuclear medicine physicians assessed tumour localisation within the prostate gland on PET/CT, using a 12-segment mapping model of the prostate. The same model was used by a uro-pathologist for the RARP specimens. Based on PET/CT imaging, a potential biopsy recommendation was given per patient, based on the size and PET-intensity of the suspected PCa localisations. The biopsy recommendation was correlated to final histopathology in the RARP specimen. Sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) for clinically significant PCa (csPCa, Gleason score ≥ 3 + 4 = 7) were assessed. Results The segments recommended for potential targeted biopsy harboured csPCA in 28/30 patients (93%), and covered the highest Gleason score PCa segment in 26/30 patient (87%). Overall, 122 of 420 segments (29.0%) contained csPCa at final histopathological examination. Sensitivity, specificity, PPV and NPV for csPCa per segment using 18F-DCFPyL-PET/CT were 61.4%, 88.3%, 68.1% and 84.8%, respectively. Conclusions When comparing the PCa-localisation on 18F-DCFPyL-PET/CT with the RARP specimens, an accurate per-patient detection (93%) and localisation of csPCa was found. Thus, 18F-DCFPyL-PET/CT potentially allows for accurate PSMA-targeted biopsy.


2019 ◽  
Vol 47 (3) ◽  
pp. 674-686 ◽  
Author(s):  
Meghana Kulkarni ◽  
Simon Hughes ◽  
Andrew Mallia ◽  
Victoria Gibson ◽  
Jennifer Young ◽  
...  

Abstract Purpose To determine the impact on clinical management of patients with high-risk (HR) prostate cancer at diagnosis and patients with biochemical recurrence (BCR) using a new kit form of 68Ga-prostate-specific membrane antigen (PSMA), namely tris(hydroxypyridinone) (THP)-PSMA, with positron emission tomography-computed tomography (PET-CT). Methods One hundred eighteen consecutive patients (50 HR, 68 BCR) had management plans documented at a multidisciplinary meeting before 68Ga-THP-PSMA PET-CT. Patients underwent PET-CT scans 60-min post-injection of 68Ga-THP-PSMA (mean 159 ± 21.2 MBq). Post-scan management plans, Gleason score, prostate-specific antigen (PSA) and PSA doubling time (PSAdt) were recorded. Results HR group: 12/50 (24%) patients had management changed (9 inter-modality, 3 intra-modality). Patients with PSA < 20 μg/L had more frequent management changes (9/26, 34.6%) compared with PSA > 20 μg/L (3/24, 12.5%). Gleason scores > 8 were associated with detection of more nodal (4/16, 25% vs 5/31, 16.1%) and bone (2/16, 12.5% vs 2/31, 6.5%) metastases. BCR group: Clinical management changed in 23/68 (34%) patients (17 inter-modality, 6 intra-modality). Forty out of 68 (59%) scans were positive. Positivity rate increased with PSA level (PSA < 0.5 μg/L, 0%; PSA 0.5–1.0 μg/L, 35%; PSA 1.0–5.0 μg/L, 69%; PSA 5.0–10.0 μg/L, 91%), PSAdt of < 6 months (56% vs 45.7%) and Gleason score > 8 (78.9% vs 51.2%). Conclusions 68Ga-THP-PSMA PET-CT influences clinical management in significant numbers of patient with HR prostate cancer pre-radical treatment and is associated with PSA. Management change also occurs in patients with BCR and is associated with PSA and Gleason score, despite lower scan positivity rates at low PSA levels < 0.5 μg/L.


2016 ◽  
Vol 34 (2_suppl) ◽  
pp. e632-e632
Author(s):  
Christoph A. J. von Klot ◽  
Axel S. Merseburger ◽  
Markus A. Kuczyk ◽  
Sebastian Schmuck ◽  
Frank M. Bengel ◽  
...  

e632 Background: The performance of gallium Ga 68 (68Ga)-labeled prostate-specific membrane antigen (PSMA) ligand positron emission tomography/computed tomography (PET/CT) shows promising results with regard to lymph node detection even at low prostate specific antigen (PSA) levels in patients with biochemical recurrence after curative therapy for prostate cancer. In this study we evaluate the usefulness of PSMA-PET/CT for the evaluation of intraprostatic tumor extent prior to radical prostatectomy. Methods: In total 15 patients with prostate cancer underwent a 68Ga-PSMA-PET/CT before surgical treatment. All patients received either open or laparoscopic radical prostatectomy. Intraprostatic tumor extent was assessed on PET/CT. The peak standardized uptake value (SUV) was correlated with final whole gland histopathology including Gleason grade, lobe infiltration, TNM stage and seminal vesicle invasion. Results: Mean SUV over all patients was 10.64 ±9.19. Median Gleason score was 7. The distribution of TNM stage 2a, 2b, 2c, 3a, 3b, 4 was 0, 2, 6, 5, 2 and 0 patients. Mean intraprostatic SUV for patients with organ confined vs. extraprostatic tumor on histopathology was 6.3 and 15 respectively (p = 0.043). Mean SUV for patients with a Gleason score of ≤ 7a and > 7a was 6.2 and 13.5 (p = 0.046). Sensitivity and specificity for identifying tumor invasion of a prostate lobe was 84.6% and 75% (Positive and negative predictive value (PPV, NPV) for prostate lobe invasion were 95.7% and 42.9%). Sensitivity and specificity for seminal vesicle invasion were 50% and 100% (PPV 100%, NPV 96.6%). Conclusions: These early results need to be further validated in a larger cohort.


2019 ◽  
Vol 37 (7_suppl) ◽  
pp. 134-134
Author(s):  
Paulo Sergio Lages ◽  
Luciano Prado Junior ◽  
Leonardo Prado ◽  
Luciana Lages

134 Background: Biochemical recurrence in prostate cancer is a common event, and we have data showing that PSMA-PET may guide therapy when it happens. Objectives: Verify the sensibility of PSMA-PET on biochemically recurrent prostate cancer and correlate it with PSA level and Gleason score. Methods: From October 2015 to August 2018, 547 PSMA-PET (68Ga-PSMA) was performed to evaluate prostate cancer individuals. 276 patients had already been treated from prostate cancer and were in biochemical recurrence. From these patients, 122 had information regarding Gleason Score. Results: From the 276 patients, we found 216 positive exams (78.3%). What we can see, and according to the present data we already have, is that the positivity rises with increasing PSA level. Conclusions: PSMA-PET is a useful strategy for planning treatment in patients with biochemical recurrent prostate cancer. The sensibility varies according to PSA level and Gleason Score. An interest thing observed is that the sensibility for Gleason 3+4 is similar to Gleason 3+3 and the sensibility for Gleason 4+3 is similar to 4+4, showing that the Gleason 7 disease has different behaviors, as previous shown in other trials. This dataset reinforces the importance of incorporating PSMA-PET in clinical practice.[Table: see text][Table: see text][Table: see text]


2006 ◽  
Vol 175 (4S) ◽  
pp. 136-136
Author(s):  
Tsutomu Nishiyama ◽  
Toshihiko Ikarashi ◽  
Yutaka Hashimoto ◽  
Kazuya Suzuki ◽  
Kota Takahashi

2020 ◽  
Author(s):  
V Prasad ◽  
K Huang ◽  
N Czech ◽  
S Prasad ◽  
MR Makowski ◽  
...  

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