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Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study

OBJECTIVE: To evaluate the accuracy of our new three-dimensional (3D) automatic augmented reality (AAR) system guided by artificial intelligence in the identification of tumour's location at the level of the preserved neurovascular bundle (NVB) at the end of the extirpative phase of nerve-spari...

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Autores principales: Checcucci, Enrico, Piana, Alberto, Volpi, Gabriele, Piazzolla, Pietro, Amparore, Daniele, De Cillis, Sabrina, Piramide, Federico, Gatti, Cecilia, Stura, Ilaria, Bollito, Enrico, Massa, Federica, Di Dio, Michele, Fiori, Cristian, Porpiglia, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Second Military Medical University 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659972/
https://www.ncbi.nlm.nih.gov/pubmed/38024433
http://dx.doi.org/10.1016/j.ajur.2023.08.001
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author Checcucci, Enrico
Piana, Alberto
Volpi, Gabriele
Piazzolla, Pietro
Amparore, Daniele
De Cillis, Sabrina
Piramide, Federico
Gatti, Cecilia
Stura, Ilaria
Bollito, Enrico
Massa, Federica
Di Dio, Michele
Fiori, Cristian
Porpiglia, Francesco
author_facet Checcucci, Enrico
Piana, Alberto
Volpi, Gabriele
Piazzolla, Pietro
Amparore, Daniele
De Cillis, Sabrina
Piramide, Federico
Gatti, Cecilia
Stura, Ilaria
Bollito, Enrico
Massa, Federica
Di Dio, Michele
Fiori, Cristian
Porpiglia, Francesco
author_sort Checcucci, Enrico
collection PubMed
description OBJECTIVE: To evaluate the accuracy of our new three-dimensional (3D) automatic augmented reality (AAR) system guided by artificial intelligence in the identification of tumour's location at the level of the preserved neurovascular bundle (NVB) at the end of the extirpative phase of nerve-sparing robot-assisted radical prostatectomy. METHODS: In this prospective study, we enrolled patients with prostate cancer (clinical stages cT1c–3, cN0, and cM0) with a positive index lesion at target biopsy, suspicious for capsular contact or extracapsular extension at preoperative multiparametric magnetic resonance imaging. Patients underwent robot-assisted radical prostatectomy at San Luigi Gonzaga Hospital (Orbassano, Turin, Italy), from December 2020 to December 2021. At the end of extirpative phase, thanks to our new AAR artificial intelligence driven system, the virtual prostate 3D model allowed to identify the tumour's location at the level of the preserved NVB and to perform a selective excisional biopsy, sparing the remaining portion of the bundle. Perioperative and postoperative data were evaluated, especially focusing on the positive surgical margin (PSM) rates, potency, continence recovery, and biochemical recurrence. RESULTS: Thirty-four patients were enrolled. In 15 (44.1%) cases, the target lesion was in contact with the prostatic capsule at multiparametric magnetic resonance imaging (Wheeler grade L2) while in 19 (55.9%) cases extracapsular extension was detected (Wheeler grade L3). 3D AAR guided biopsies were negative in all pathological tumour stage 2 (pT2) patients while they revealed the presence of cancer in 14 cases in the pT3 cohort (14/16; 87.5%). PSM rates were 0% and 7.1% in the pathological stages pT2 and pT3 (<3 mm, Gleason score 3), respectively. CONCLUSION: With the proposed 3D AAR system, it is possible to correctly identify the lesion's location on the NVB in 87.5% of pT3 patients and perform a 3D-guided tailored nerve-sparing even in locally advanced diseases, without compromising the oncological safety in terms of PSM rates.
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spelling pubmed-106599722023-08-10 Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study Checcucci, Enrico Piana, Alberto Volpi, Gabriele Piazzolla, Pietro Amparore, Daniele De Cillis, Sabrina Piramide, Federico Gatti, Cecilia Stura, Ilaria Bollito, Enrico Massa, Federica Di Dio, Michele Fiori, Cristian Porpiglia, Francesco Asian J Urol Original Article OBJECTIVE: To evaluate the accuracy of our new three-dimensional (3D) automatic augmented reality (AAR) system guided by artificial intelligence in the identification of tumour's location at the level of the preserved neurovascular bundle (NVB) at the end of the extirpative phase of nerve-sparing robot-assisted radical prostatectomy. METHODS: In this prospective study, we enrolled patients with prostate cancer (clinical stages cT1c–3, cN0, and cM0) with a positive index lesion at target biopsy, suspicious for capsular contact or extracapsular extension at preoperative multiparametric magnetic resonance imaging. Patients underwent robot-assisted radical prostatectomy at San Luigi Gonzaga Hospital (Orbassano, Turin, Italy), from December 2020 to December 2021. At the end of extirpative phase, thanks to our new AAR artificial intelligence driven system, the virtual prostate 3D model allowed to identify the tumour's location at the level of the preserved NVB and to perform a selective excisional biopsy, sparing the remaining portion of the bundle. Perioperative and postoperative data were evaluated, especially focusing on the positive surgical margin (PSM) rates, potency, continence recovery, and biochemical recurrence. RESULTS: Thirty-four patients were enrolled. In 15 (44.1%) cases, the target lesion was in contact with the prostatic capsule at multiparametric magnetic resonance imaging (Wheeler grade L2) while in 19 (55.9%) cases extracapsular extension was detected (Wheeler grade L3). 3D AAR guided biopsies were negative in all pathological tumour stage 2 (pT2) patients while they revealed the presence of cancer in 14 cases in the pT3 cohort (14/16; 87.5%). PSM rates were 0% and 7.1% in the pathological stages pT2 and pT3 (<3 mm, Gleason score 3), respectively. CONCLUSION: With the proposed 3D AAR system, it is possible to correctly identify the lesion's location on the NVB in 87.5% of pT3 patients and perform a 3D-guided tailored nerve-sparing even in locally advanced diseases, without compromising the oncological safety in terms of PSM rates. Second Military Medical University 2023-10 2023-08-10 /pmc/articles/PMC10659972/ /pubmed/38024433 http://dx.doi.org/10.1016/j.ajur.2023.08.001 Text en © 2023 Editorial Office of Asian Journal of Urology. Production and hosting by Elsevier B.V. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Checcucci, Enrico
Piana, Alberto
Volpi, Gabriele
Piazzolla, Pietro
Amparore, Daniele
De Cillis, Sabrina
Piramide, Federico
Gatti, Cecilia
Stura, Ilaria
Bollito, Enrico
Massa, Federica
Di Dio, Michele
Fiori, Cristian
Porpiglia, Francesco
Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study
title Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study
title_full Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study
title_fullStr Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study
title_full_unstemmed Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study
title_short Three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: A feasibility and accuracy study
title_sort three-dimensional automatic artificial intelligence driven augmented-reality selective biopsy during nerve-sparing robot-assisted radical prostatectomy: a feasibility and accuracy study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10659972/
https://www.ncbi.nlm.nih.gov/pubmed/38024433
http://dx.doi.org/10.1016/j.ajur.2023.08.001
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