Prostate cancer heterogeneity: texture analysis score based on multiple magnetic resonance imaging sequences for detection, stratification and selection of lesions at time of biopsy.


Journal

BJU international
ISSN: 1464-410X
Titre abrégé: BJU Int
Pays: England
ID NLM: 100886721

Informations de publication

Date de publication:
07 2019
Historique:
pubmed: 1 11 2018
medline: 18 2 2020
entrez: 1 11 2018
Statut: ppublish

Résumé

To undertake an early proof-of-concept study on a novel, semi-automated texture-based scoring system in order to enhance the association between magnetic resonance imaging (MRI) lesions and clinically significant prostate cancer (SPCa). With ethics approval, 536 imaging volumes were generated from 20 consecutive patients who underwent multiparametric MRI (mpMRI) at time of biopsy. Volumes of interest (VOIs) included zonal anatomy segmentation and suspicious MRI lesions for cancer (Likert Scale score >2). Entropy (E), measuring heterogeneity, was computed from VOIs and plotted as a multiparametric score defined as the entropy score (ES) = E ADC + E K Any cancer (Gleason score 6-8) was found in 12 of the 20 (60%) patients, with a median PSA level of 8.22 ng/mL. SPCa (mean [95% confidence interval, CI] ES = 17.96 [0.72] NATural information unit [NAT]) had a significantly higher ES than non-SPCa (mean [95% CI] ES = 15.33 [0.76] NAT). The ES correlated with Gleason score (r Capturing heterogeneity of prostate cancer across multiple MRI sequences with the ES yielded high performances for the detection and stratification of SPCa. The ES outperformed the VS in predicting positivity of lesions, holding promise in the selection of targets for biopsy and calling for further understanding of this association.

Identifiants

pubmed: 30378238
doi: 10.1111/bju.14603
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

76-86

Subventions

Organisme : NIBIB NIH HHS
ID : U24 EB028980
Pays : United States

Informations de copyright

© 2018 The Authors BJU International © 2018 BJU International Published by John Wiley & Sons Ltd.

Auteurs

Clement Orczyk (C)

Division of Surgery and Interventional Sciences, University College London, London, UK.
Department of Urology, University College London Hospitals, London, UK.
ISTCT/CERVOxy Group, GIP CYCERON, Normandie Université, UNICAEN, CEA, CNRS, Caen, France.
Department of Urology, University Hospital of Caen, Caen, France.

Arnauld Villers (A)

Department of Urology, University Hospital of Lille, Nord de France, Lille, France.

Henry Rusinek (H)

Department of Radiology, New York University Medical Center, New York, NY, USA.

Vincent Lepennec (V)

Department of Radiology, University Hospital of Caen, Caen, France.

Céline Bazille (C)

Department of Pathology, University Hospital of Caen, Caen, France.

Francesco Giganti (F)

Division of Surgery and Interventional Sciences, University College London, London, UK.
Department of Radiology, University College London Hospitals, London, UK.

Artem Mikheev (A)

Department of Radiology, New York University Medical Center, New York, NY, USA.

Myriam Bernaudin (M)

ISTCT/CERVOxy Group, GIP CYCERON, Normandie Université, UNICAEN, CEA, CNRS, Caen, France.

Mark Emberton (M)

Division of Surgery and Interventional Sciences, University College London, London, UK.
Department of Urology, University College London Hospitals, London, UK.

Audrey Fohlen (A)

ISTCT/CERVOxy Group, GIP CYCERON, Normandie Université, UNICAEN, CEA, CNRS, Caen, France.
Department of Radiology, University Hospital of Caen, Caen, France.

Samuel Valable (S)

ISTCT/CERVOxy Group, GIP CYCERON, Normandie Université, UNICAEN, CEA, CNRS, Caen, France.

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Classifications MeSH