Detection of ISUP ≥2 prostate cancers using multiparametric MRI: prospective multicentre assessment of the non-inferiority of an artificial intelligence system as compared to the PI-RADS V.2.1 score (CHANGE study).


Journal

BMJ open
ISSN: 2044-6055
Titre abrégé: BMJ Open
Pays: England
ID NLM: 101552874

Informations de publication

Date de publication:
09 Feb 2022
Historique:
entrez: 10 2 2022
pubmed: 11 2 2022
medline: 23 3 2022
Statut: epublish

Résumé

Prostate multiparametric MRI (mpMRI) has shown good sensitivity in detecting cancers with an International Society of Urological Pathology (ISUP) grade of ≥2. However, it lacks specificity, and its inter-reader reproducibility remains moderate. Biomarkers, such as the Prostate Health Index (PHI), may help select patients for prostate biopsy. Computer-aided diagnosis/detection (CAD) systems may also improve mpMRI interpretation. Different prototypes of CAD systems are currently developed under the Recherche Hospitalo-Universitaire en Santé / Personalized Focused Ultrasound Surgery of Localized Prostate Cancer (RHU PERFUSE) research programme, tackling challenging issues such as robustness across imaging protocols and magnetic resonance (MR) vendors, and ability to characterise cancer aggressiveness. The study primary objective is to evaluate the non-inferiority of the area under the receiver operating characteristic curve of the final CAD system as compared with the Prostate Imaging-Reporting and Data System V.2.1 (PI-RADS V.2.1) in predicting the presence of ISUP ≥2 prostate cancer in patients undergoing prostate biopsy. This prospective, multicentre, non-inferiority trial will include 420 men with suspected prostate cancer, a prostate-specific antigen level of ≤30 ng/mL and a clinical stage ≤T2 c. Included men will undergo prostate mpMRI that will be interpreted using the PI-RADS V.2.1 score. Then, they will undergo systematic and targeted biopsy. PHI will be assessed before biopsy. At the end of patient inclusion, MR images will be assessed by the final version of the CAD system developed under the RHU PERFUSE programme. Key secondary outcomes include the prediction of ISUP grade ≥2 prostate cancer during a 3-year follow-up, and the number of biopsy procedures saved and ISUP grade ≥2 cancers missed by several diagnostic pathways combining PHI and MRI findings. Ethical approval was obtained from the Comité de Protection des Personnes Nord Ouest III (ID-RCB: 2020-A02785-34). After publication of the results, access to MR images will be possible for testing other CAD systems. NCT04732156.

Identifiants

pubmed: 35140147
pii: bmjopen-2021-051274
doi: 10.1136/bmjopen-2021-051274
pmc: PMC8830410
doi:

Banques de données

ClinicalTrials.gov
['NCT04732156']

Types de publication

Journal Article Multicenter Study Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e051274

Informations de copyright

© Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

Déclaration de conflit d'intérêts

Competing interests: None declared.

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Auteurs

Olivier Rouvière (O)

Université Lyon 1, Université de Lyon, Lyon, France olivier.rouviere@netcourrier.com.
Department of Urinary and Vascular Imaging, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France.
LabTau, INSERM U1032, Lyon, France.

Rémi Souchon (R)

LabTau, INSERM U1032, Lyon, France.

Carole Lartizien (C)

CREATIS, INSERM U1294, Villeurbanne, France.
CNRS UMR 5220, INSA-Lyon, Villeurbanne, France.

Adeline Mansuy (A)

Department of Urinary and Vascular Imaging, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France.

Laurent Magaud (L)

Service Recherche et Epidémiologie Cliniques, Pôle Santé Publique, Hospices Civils de Lyon, Lyon, France.

Matthieu Colom (M)

Direction de la Recherche Clinique et de l'Innovation, Hospices Civils de Lyon, Lyon, France.

Marine Dubreuil-Chambardel (M)

Department of Urinary and Vascular Imaging, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France.

Sabine Debeer (S)

Department of Urinary and Vascular Imaging, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France.

Tristan Jaouen (T)

LabTau, INSERM U1032, Lyon, France.

Audrey Duran (A)

CREATIS, INSERM U1294, Villeurbanne, France.
CNRS UMR 5220, INSA-Lyon, Villeurbanne, France.

Pascal Rippert (P)

Service Recherche et Epidémiologie Cliniques, Pôle Santé Publique, Hospices Civils de Lyon, Lyon, France.

Benjamin Riche (B)

Service de Biostatistique-Bioinformatique, Pôle Santé Publique, Hospices Civils de Lyon, Lyon, France.
Laboratoire de Biométrie et Biologie Évolutive CNRS UMR 5558, Équipe Biostatistiques Santé, Université de Lyon, Lyon, France.

Caterina Monini (C)

LabTau, INSERM U1032, Lyon, France.

Virginie Vlaeminck-Guillem (V)

Université Lyon 1, Université de Lyon, Lyon, France.
Service de Biochimie et Biologie Moléculaire Sud, Centre Hospitalier Lyon Sud, Hospices Civils de Lyon, Pierre Bénite, France.

Julie Haesebaert (J)

Université Lyon 1, Université de Lyon, Lyon, France.
Service Recherche et Epidémiologie Cliniques, Pôle Santé Publique, Hospices Civils de Lyon, Lyon, France.
Research on Healthcare Performance (RESHAPE), INSERM U1290, Lyon, France.

Muriel Rabilloud (M)

Université Lyon 1, Université de Lyon, Lyon, France.
Service de Biostatistique-Bioinformatique, Pôle Santé Publique, Hospices Civils de Lyon, Lyon, France.
Laboratoire de Biométrie et Biologie Évolutive CNRS UMR 5558, Équipe Biostatistiques Santé, Université de Lyon, Lyon, France.

Sébastien Crouzet (S)

Université Lyon 1, Université de Lyon, Lyon, France.
LabTau, INSERM U1032, Lyon, France.
Department of Urology, Hôpital Edouard Herriot, Hospices Civils de Lyon, Lyon, France.

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