Skip to main content
Erschienen in: World Journal of Urology 1/2024

01.12.2024 | Original Article

A PSMA PET/CT-based risk model for prediction of concordance between targeted biopsy and combined biopsy in detecting prostate cancer

verfasst von: Chaoli An, Xuefeng Qiu, Beibei Liu, Xiang Song, Yu Yang, Jiaxin Shu, Yao Fu, Feng Wang, Xiaozhi Zhao, Hongqian Guo

Erschienen in: World Journal of Urology | Ausgabe 1/2024

Einloggen, um Zugang zu erhalten

Abstract

Purpose

This study is to investigate the diagnostic value of 68Ga-PSMA-11 in improving the concordance between mpMRI-TB and combined biopsy (CB) in detecting PCa.

Methods

115 consecutive men with 68Ga-PSMA-11 PET/CT prior to prostate biopsy were included for analysis. PSMA intensity, quantified as maximum standard uptake value (SUVmax), minimum apparent diffusion coefficient (ADCmin) and other clinical characteristics were evaluated relative to biopsy concordance using univariate and multivariate logistic regression analyses. A prediction model was developed based on the identified parameters, and a dynamic online diagnostic nomogram was constructed, with its discrimination evaluated through the area under the ROC curve (AUC) and consistency assessed using calibration plots. To assess its clinical applicability, a decision curve analysis (DCA) was performed, while internal validation was conducted using bootstrapping methods.

Results

Concordance between mpMRI-TB and CB occurred in 76.5% (88/115) of the patients. Multivariate logistic regression analyses performed that SUVmax (OR= 0.952; 95% CI 0.917–0.988; P= 0.010) and ADCmin (OR= 1.006; 95% CI 1.003–1.010; P= 0.001) were independent risk factors for biopsy concordance. The developed model showed a sensitivity, specificity, accuracy and AUC of 0.67, 0.78, 0.81 and 0.78 in the full sample. The calibration curve demonstrated that the nomogram’s predicted outcomes closely resembled the ideal curve, indicating consistency between predicted and actual outcomes. Furthermore, the decision curve analysis (DCA) highlighted the clinical net benefit achievable across various risk thresholds. These findings were reinforced by internal validation.

Conclusions

The developed prediction model based on SUVmax and ADCmin showed practical value in guiding the optimization of prostate biopsy pattern. Lower SUVmax and Higher ADCmin values are associated with greater confidence in implementing mono-TB and safely avoiding SB, effectively balancing benefits and risks.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Siegel RL, Miller KD, Fuchs HE, Jemal A (2022) Cancer statistics, 2022. CA A Cancer J Clin 72(1):7–33CrossRef Siegel RL, Miller KD, Fuchs HE, Jemal A (2022) Cancer statistics, 2022. CA A Cancer J Clin 72(1):7–33CrossRef
2.
Zurück zum Zitat Andras I, Crisan D, Cata E, Tamas-Szora A, Caraiani C, Coman RT, Bungardean C, Mirescu C, Coman I, Crisan N (2019) MRI-TRUS fusion guided prostate biopsy - initial experience and assessment of the role of contralateral lobe systematic biopsy. Med Ultrason 21(1):37–44CrossRefPubMed Andras I, Crisan D, Cata E, Tamas-Szora A, Caraiani C, Coman RT, Bungardean C, Mirescu C, Coman I, Crisan N (2019) MRI-TRUS fusion guided prostate biopsy - initial experience and assessment of the role of contralateral lobe systematic biopsy. Med Ultrason 21(1):37–44CrossRefPubMed
3.
Zurück zum Zitat Immerzeel J, Israël B, Bomers J, Schoots IG, van Basten JP, Kurth KH, de Reijke T, Sedelaar M, Debruyne F, Barentsz J (2022) Multiparametric magnetic resonance imaging for the detection of clinically significant prostate cancer: what urologists need to know. Part 4: transperineal magnetic resonance-ultrasound fusion guided biopsy using local anesthesia. Eur Urol 81(1):110–117CrossRefPubMed Immerzeel J, Israël B, Bomers J, Schoots IG, van Basten JP, Kurth KH, de Reijke T, Sedelaar M, Debruyne F, Barentsz J (2022) Multiparametric magnetic resonance imaging for the detection of clinically significant prostate cancer: what urologists need to know. Part 4: transperineal magnetic resonance-ultrasound fusion guided biopsy using local anesthesia. Eur Urol 81(1):110–117CrossRefPubMed
4.
Zurück zum Zitat Schoots IG, Padhani AR, Rouvière O, Barentsz JO, Richenberg J (2020) Analysis of magnetic resonance imaging-directed biopsy strategies for changing the paradigm of prostate cancer diagnosis. Eur Urol Oncol 3(1):32–41CrossRefPubMed Schoots IG, Padhani AR, Rouvière O, Barentsz JO, Richenberg J (2020) Analysis of magnetic resonance imaging-directed biopsy strategies for changing the paradigm of prostate cancer diagnosis. Eur Urol Oncol 3(1):32–41CrossRefPubMed
5.
Zurück zum Zitat Eklund M, Jäderling F, Discacciati A, Bergman M, Annerstedt M, Aly M, Glaessgen A, Carlsson S, Grönberg H, Nordström T (2021) MRI-targeted or standard biopsy in prostate cancer screening. N Engl J Med 385(10):908–920CrossRefPubMed Eklund M, Jäderling F, Discacciati A, Bergman M, Annerstedt M, Aly M, Glaessgen A, Carlsson S, Grönberg H, Nordström T (2021) MRI-targeted or standard biopsy in prostate cancer screening. N Engl J Med 385(10):908–920CrossRefPubMed
6.
Zurück zum Zitat Alkema NG, Hoogeveen SFJS, Cauberg ECC, Witte LPW, van’t Veer-Ten M, de Boer E, Hoogland MAM, Blanker MH, Boomsma MF, Steffens MG (2022) Magnetic resonance imaging-targeted prostate biopsy compared with systematic prostate biopsy in biopsy-naïve patients with suspected prostate cancer. Eur Urol Open Sci 44:125–130CrossRefPubMedPubMedCentral Alkema NG, Hoogeveen SFJS, Cauberg ECC, Witte LPW, van’t Veer-Ten M, de Boer E, Hoogland MAM, Blanker MH, Boomsma MF, Steffens MG (2022) Magnetic resonance imaging-targeted prostate biopsy compared with systematic prostate biopsy in biopsy-naïve patients with suspected prostate cancer. Eur Urol Open Sci 44:125–130CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Hofman MS, Lawrentschuk N, Francis RJ, Tang C, Vela I, Thomas P, Rutherford N, Martin JM, Frydenberg M, Shakher R et al (2020) Prostate-specific membrane antigen PET-CT in patients with high-risk prostate cancer before curative-intent surgery or radiotherapy (proPSMA): a prospective, randomised, multicentre study. Lancet 395(10231):1208–1216CrossRefPubMed Hofman MS, Lawrentschuk N, Francis RJ, Tang C, Vela I, Thomas P, Rutherford N, Martin JM, Frydenberg M, Shakher R et al (2020) Prostate-specific membrane antigen PET-CT in patients with high-risk prostate cancer before curative-intent surgery or radiotherapy (proPSMA): a prospective, randomised, multicentre study. Lancet 395(10231):1208–1216CrossRefPubMed
8.
Zurück zum Zitat Lopci E, Piccardo A, Lazzeri M (2019) Prostate cancer imaging and therapeutic alternatives with highly specific molecular ‘probes.’ BJU Int 124(2):188–189CrossRefPubMed Lopci E, Piccardo A, Lazzeri M (2019) Prostate cancer imaging and therapeutic alternatives with highly specific molecular ‘probes.’ BJU Int 124(2):188–189CrossRefPubMed
9.
Zurück zum Zitat Fendler WP, Calais J, Eiber M, Flavell RR, Mishoe A, Feng FY, Nguyen HG, Reiter RE, Rettig MB, Okamoto S et al (2019) Assessment of 68Ga-PSMA-11 PET accuracy in localizing recurrent prostate cancer: a prospective single-arm clinical trial. JAMA Oncol 5(6):856–863CrossRefPubMedPubMedCentral Fendler WP, Calais J, Eiber M, Flavell RR, Mishoe A, Feng FY, Nguyen HG, Reiter RE, Rettig MB, Okamoto S et al (2019) Assessment of 68Ga-PSMA-11 PET accuracy in localizing recurrent prostate cancer: a prospective single-arm clinical trial. JAMA Oncol 5(6):856–863CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Lopci E, Lughezzani G, Castello A, Saita A, Colombo P, Hurle R, Peschechera R, Benetti A, Zandegiacomo S, Pasini L et al (2021) Prospective evaluation of (68)ga-labeled prostate-specific membrane antigen ligand positron emission tomography/computed tomography in primary prostate cancer diagnosis. Eur Urol Focus 7(4):764–771CrossRefPubMed Lopci E, Lughezzani G, Castello A, Saita A, Colombo P, Hurle R, Peschechera R, Benetti A, Zandegiacomo S, Pasini L et al (2021) Prospective evaluation of (68)ga-labeled prostate-specific membrane antigen ligand positron emission tomography/computed tomography in primary prostate cancer diagnosis. Eur Urol Focus 7(4):764–771CrossRefPubMed
11.
Zurück zum Zitat Zamboglou C, Carles M, Fechter T, Kiefer S, Reichel K, Fassbender TF, Bronsert P, Koeber G, Schilling O, Ruf J et al (2019) Radiomic features from PSMA PET for non-invasive intraprostatic tumor discrimination and characterization in patients with intermediate- and high-risk prostate cancer - a comparison study with histology reference. Theranostics 9(9):2595–2605CrossRefPubMedPubMedCentral Zamboglou C, Carles M, Fechter T, Kiefer S, Reichel K, Fassbender TF, Bronsert P, Koeber G, Schilling O, Ruf J et al (2019) Radiomic features from PSMA PET for non-invasive intraprostatic tumor discrimination and characterization in patients with intermediate- and high-risk prostate cancer - a comparison study with histology reference. Theranostics 9(9):2595–2605CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Cysouw MCF, Jansen BHE, van de Brug T, Oprea-Lager DE, Pfaehler E, de Vries BM, van Moorselaar RJA, Hoekstra OS, Vis AN, Boellaard R (2021) Machine learning-based analysis of [(18)F]DCFPyL PET radiomics for risk stratification in primary prostate cancer. Eur J Nucl Med Mol Imaging 48(2):340–349CrossRefPubMed Cysouw MCF, Jansen BHE, van de Brug T, Oprea-Lager DE, Pfaehler E, de Vries BM, van Moorselaar RJA, Hoekstra OS, Vis AN, Boellaard R (2021) Machine learning-based analysis of [(18)F]DCFPyL PET radiomics for risk stratification in primary prostate cancer. Eur J Nucl Med Mol Imaging 48(2):340–349CrossRefPubMed
13.
Zurück zum Zitat Yin H, Chen M, Qiu X, Qiu L, Gao J, Li D, Fu Y, Huang H, Guo S, Zhang Q et al (2021) Can (68)Ga-PSMA-11 PET/CT predict pathological upgrading of prostate cancer from MRI-targeted biopsy to radical prostatectomy? Eur J Nucl Med Mol Imaging 48(11):3693–3701CrossRefPubMed Yin H, Chen M, Qiu X, Qiu L, Gao J, Li D, Fu Y, Huang H, Guo S, Zhang Q et al (2021) Can (68)Ga-PSMA-11 PET/CT predict pathological upgrading of prostate cancer from MRI-targeted biopsy to radical prostatectomy? Eur J Nucl Med Mol Imaging 48(11):3693–3701CrossRefPubMed
14.
Zurück zum Zitat Zhang Q, Zang S, Zhang C, Fu Y, Lv X, Zhang Q, Deng Y, Zhang C, Luo R, Zhao X et al (2017) Comparison of (68)Ga-PSMA-11 PET-CT with mpMRI for preoperative lymph node staging in patients with intermediate to high-risk prostate cancer. J Transl Med 15(1):230CrossRefPubMedPubMedCentral Zhang Q, Zang S, Zhang C, Fu Y, Lv X, Zhang Q, Deng Y, Zhang C, Luo R, Zhao X et al (2017) Comparison of (68)Ga-PSMA-11 PET-CT with mpMRI for preoperative lymph node staging in patients with intermediate to high-risk prostate cancer. J Transl Med 15(1):230CrossRefPubMedPubMedCentral
15.
Zurück zum Zitat Fanti S, Goffin K, Hadaschik BA, Herrmann K, Maurer T, MacLennan S, Oprea-Lager DE, Oyen WJ, Rouvière O, Mottet N et al (2021) Consensus statements on PSMA PET/CT response assessment criteria in prostate cancer. Eur J Nucl Med Mol Imaging 48(2):469–476CrossRefPubMed Fanti S, Goffin K, Hadaschik BA, Herrmann K, Maurer T, MacLennan S, Oprea-Lager DE, Oyen WJ, Rouvière O, Mottet N et al (2021) Consensus statements on PSMA PET/CT response assessment criteria in prostate cancer. Eur J Nucl Med Mol Imaging 48(2):469–476CrossRefPubMed
16.
Zurück zum Zitat Marra G, Zhuang J, Beltrami M, Calleris G, Zhao X, Marquis A, Kan Y, Oderda M, Huang H, Faletti R et al (2021) Transperineal freehand multiparametric MRI fusion targeted biopsies under local anaesthesia for prostate cancer diagnosis: a multicentre prospective study of 1014 cases. BJU Int 127(1):122–130CrossRefPubMed Marra G, Zhuang J, Beltrami M, Calleris G, Zhao X, Marquis A, Kan Y, Oderda M, Huang H, Faletti R et al (2021) Transperineal freehand multiparametric MRI fusion targeted biopsies under local anaesthesia for prostate cancer diagnosis: a multicentre prospective study of 1014 cases. BJU Int 127(1):122–130CrossRefPubMed
17.
Zurück zum Zitat Epstein JI, Egevad L, Amin MB, Delahunt B, Srigley JR, Humphrey PA (2016) The 2014 international society of urological pathology (ISUP) consensus conference on gleason grading of prostatic carcinoma: definition of grading patterns and proposal for a new grading system. Am J Surg Pathol 40(2):244–252CrossRefPubMed Epstein JI, Egevad L, Amin MB, Delahunt B, Srigley JR, Humphrey PA (2016) The 2014 international society of urological pathology (ISUP) consensus conference on gleason grading of prostatic carcinoma: definition of grading patterns and proposal for a new grading system. Am J Surg Pathol 40(2):244–252CrossRefPubMed
18.
Zurück zum Zitat Raman AG, Sarma KV, Raman SS, Priester AM, Mirak SA, Riskin-Jones HH, Dhinagar N, Speier W, Felker E, Sisk AE et al (2021) Optimizing spatial biopsy sampling for the detection of prostate cancer. J Urol 206(3):595–603CrossRefPubMedPubMedCentral Raman AG, Sarma KV, Raman SS, Priester AM, Mirak SA, Riskin-Jones HH, Dhinagar N, Speier W, Felker E, Sisk AE et al (2021) Optimizing spatial biopsy sampling for the detection of prostate cancer. J Urol 206(3):595–603CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Demirci E, Kabasakal L, Şahin OE, Akgün E, Gültekin MH, Doğanca T, Tuna MB, Öbek C, Kiliç M, Esen T et al (2019) Can SUVmax values of Ga-68-PSMA PET/CT scan predict the clinically significant prostate cancer? Nucl Med Commun 40(1):86–91CrossRefPubMed Demirci E, Kabasakal L, Şahin OE, Akgün E, Gültekin MH, Doğanca T, Tuna MB, Öbek C, Kiliç M, Esen T et al (2019) Can SUVmax values of Ga-68-PSMA PET/CT scan predict the clinically significant prostate cancer? Nucl Med Commun 40(1):86–91CrossRefPubMed
20.
Zurück zum Zitat Chen M, Qiu X, Zhang Q, Zhang C, Zhou YH, Zhao X, Fu Y, Wang F, Guo H (2022) PSMA uptake on [68Ga]-PSMA-11-PET/CT positively correlates with prostate cancer aggressiveness. Q J Nucl Med Mol Imaging 66(1):67–73CrossRefPubMed Chen M, Qiu X, Zhang Q, Zhang C, Zhou YH, Zhao X, Fu Y, Wang F, Guo H (2022) PSMA uptake on [68Ga]-PSMA-11-PET/CT positively correlates with prostate cancer aggressiveness. Q J Nucl Med Mol Imaging 66(1):67–73CrossRefPubMed
21.
Zurück zum Zitat Le Bihan D (2013) Apparent diffusion coefficient and beyond: what diffusion MR imaging can tell us about tissue structure. Radiology 268(2):318–322CrossRefPubMed Le Bihan D (2013) Apparent diffusion coefficient and beyond: what diffusion MR imaging can tell us about tissue structure. Radiology 268(2):318–322CrossRefPubMed
22.
Zurück zum Zitat Peng Y, Jiang Y, Yang C, Brown JB, Antic T, Sethi I, Schmid-Tannwald C, Giger ML, Eggener SE, Oto A (2013) Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score–a computer-aided diagnosis development study. Radiology 267(3):787–796CrossRefPubMed Peng Y, Jiang Y, Yang C, Brown JB, Antic T, Sethi I, Schmid-Tannwald C, Giger ML, Eggener SE, Oto A (2013) Quantitative analysis of multiparametric prostate MR images: differentiation between prostate cancer and normal tissue and correlation with Gleason score–a computer-aided diagnosis development study. Radiology 267(3):787–796CrossRefPubMed
23.
Zurück zum Zitat Donati OF, Mazaheri Y, Afaq A, Vargas HA, Zheng J, Moskowitz CS, Hricak H, Akin O (2014) Prostate cancer aggressiveness: assessment with whole-lesion histogram analysis of the apparent diffusion coefficient. Radiology 271(1):143–152CrossRefPubMed Donati OF, Mazaheri Y, Afaq A, Vargas HA, Zheng J, Moskowitz CS, Hricak H, Akin O (2014) Prostate cancer aggressiveness: assessment with whole-lesion histogram analysis of the apparent diffusion coefficient. Radiology 271(1):143–152CrossRefPubMed
24.
Zurück zum Zitat Hagens MJ, Fernandez Salamanca M, Padhani AR, van Leeuwen PJ, van der Poel HG, Schoots IG (2022) Diagnostic performance of a magnetic resonance imaging-directed targeted plus regional biopsy approach in prostate cancer diagnosis: a systematic review and meta-analysis. Eur Urol Open Sci 40:95–103CrossRefPubMedPubMedCentral Hagens MJ, Fernandez Salamanca M, Padhani AR, van Leeuwen PJ, van der Poel HG, Schoots IG (2022) Diagnostic performance of a magnetic resonance imaging-directed targeted plus regional biopsy approach in prostate cancer diagnosis: a systematic review and meta-analysis. Eur Urol Open Sci 40:95–103CrossRefPubMedPubMedCentral
25.
Zurück zum Zitat Mazzone E, Stabile A, Pellegrino F, Basile G, Cignoli D, Cirulli GO, Sorce G, Barletta F, Scuderi S, Bravi CA et al (2021) Positive predictive value of prostate imaging reporting and data system version 2 for the detection of clinically significant prostate cancer: a systematic review and meta-analysis. Eur Urol Oncol 4(5):697–713CrossRefPubMed Mazzone E, Stabile A, Pellegrino F, Basile G, Cignoli D, Cirulli GO, Sorce G, Barletta F, Scuderi S, Bravi CA et al (2021) Positive predictive value of prostate imaging reporting and data system version 2 for the detection of clinically significant prostate cancer: a systematic review and meta-analysis. Eur Urol Oncol 4(5):697–713CrossRefPubMed
Metadaten
Titel
A PSMA PET/CT-based risk model for prediction of concordance between targeted biopsy and combined biopsy in detecting prostate cancer
verfasst von
Chaoli An
Xuefeng Qiu
Beibei Liu
Xiang Song
Yu Yang
Jiaxin Shu
Yao Fu
Feng Wang
Xiaozhi Zhao
Hongqian Guo
Publikationsdatum
01.12.2024
Verlag
Springer Berlin Heidelberg
Erschienen in
World Journal of Urology / Ausgabe 1/2024
Print ISSN: 0724-4983
Elektronische ISSN: 1433-8726
DOI
https://doi.org/10.1007/s00345-024-04947-w

Weitere Artikel der Ausgabe 1/2024

World Journal of Urology 1/2024 Zur Ausgabe

Alphablocker schützt vor Miktionsproblemen nach der Biopsie

16.05.2024 alpha-1-Rezeptorantagonisten Nachrichten

Nach einer Prostatabiopsie treten häufig Probleme beim Wasserlassen auf. Ob sich das durch den periinterventionellen Einsatz von Alphablockern verhindern lässt, haben australische Mediziner im Zuge einer Metaanalyse untersucht.

S3-Leitlinie zur unkomplizierten Zystitis: Auf Antibiotika verzichten?

15.05.2024 Harnwegsinfektionen Nachrichten

Welche Antibiotika darf man bei unkomplizierter Zystitis verwenden und wovon sollte man die Finger lassen? Welche pflanzlichen Präparate können helfen? Was taugt der zugelassene Impfstoff? Antworten vom Koordinator der frisch überarbeiteten S3-Leitlinie, Prof. Florian Wagenlehner.

Viel pflanzliche Nahrung, seltener Prostata-Ca.-Progression

12.05.2024 Prostatakarzinom Nachrichten

Ein hoher Anteil pflanzlicher Nahrung trägt möglicherweise dazu bei, das Progressionsrisiko von Männern mit Prostatakarzinomen zu senken. In einer US-Studie war das Risiko bei ausgeprägter pflanzlicher Ernährung in etwa halbiert.

Darf man die Behandlung eines Neonazis ablehnen?

08.05.2024 Gesellschaft Nachrichten

In einer Leseranfrage in der Zeitschrift Journal of the American Academy of Dermatology möchte ein anonymer Dermatologe bzw. eine anonyme Dermatologin wissen, ob er oder sie einen Patienten behandeln muss, der eine rassistische Tätowierung trägt.

Update Urologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.