4.7 Article

Multiparametric MR Images for Detection of Aggressive Prostate Cancer in the Peripheral Zone: A Multiple Imager Study

Journal

RADIOLOGY
Volume 280, Issue 1, Pages 117-127

Publisher

RADIOLOGICAL SOC NORTH AMERICA (RSNA)
DOI: 10.1148/radiol.2016151406

Keywords

-

Funding

  1. EDAP TMS
  2. Bracco
  3. Novartis

Ask authors/readers for more resources

Purpose: To assess the intermanufacturer variability of quantitative models in discriminating cancers with a Gleason score of at least 7 among peripheral zone (PZ) lesions seen at 3-T multiparametric magnetic resonance (MR) imaging. Materials and Methods: An institutional review board-approved prospective database of 257 patients who gave written consent and underwent T2-weighted, diffusion-weighted, and dynamic contrast material-enhanced imaging before prostatectomy was retrospectively reviewed. It contained outlined lesions found to be suspicious for malignancy by two independent radiologists and classified as malignant or benign after correlation with prostatectomy whole-mount specimens. One hundred six patients who underwent imaging with 3-T MR systems from two manufacturers were selected (data set A, n = 72; data set B, n = 34). Eleven parameters were calculated in PZ lesions: normalized T2-weighted signal intensity, skewness and kurtosis of T2-weighted signal intensity, T2 value, wash-in rate, washout rate, time to peak (TTP), mean apparent diffusion coefficient (ADC), 10th percentile of the ADC, and skewness and kurtosis of the histogram of the ADC values. Parameters were selected on the basis of their specificity for a sensitivity of 0.95 in diagnosing cancers with a Gleason score of at least 7, and the area under the receiver operating characteristic curve (AUC) for the models was calculated. Results: The model of the 10th percentile of the ADC with TTP yielded the highest AUC in both data sets. In data set A, the AUC was 0.90 (95% confidence interval [CI]: 0.85, 0.95) or 0.89 (95% CI: 0.82, 0.94) when it was trained in data set A or B, respectively. In data set B, the AUC was 0.84 (95% CI: 0.74, 0.94) or 0.86 (95% CI: 0.76, 0.95) when it was trained in data set A or B, respectively. No third variable added significantly independent information in any data set. Conclusion: The model of the 10th percentile of the ADC with TTP yielded accurate results in discriminating cancers with a Gleason score of at least 7 among PZ lesions at 3 T in data from two manufacturers. (C) RSNA, 2016

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Biotechnology & Applied Microbiology

Detection of genomic loci associated with environmental variables using generalized linear mixed models

Stephane Lobreaux, Christelle Melodelima

GENOMICS (2015)

Article Radiology, Nuclear Medicine & Medical Imaging

How Accurate Is Multiparametric MR Imaging in Evaluation of Prostate Cancer Volume?

Flavie Bratan, Christelle Melodelima, Remi Souchon, Au Hoang Dinh, Florence Mege-Lechevallier, Sebastien Crouzet, Marc Colombel, Albert Gelet, Olivier Rouviere

RADIOLOGY (2015)

Article Radiology, Nuclear Medicine & Medical Imaging

Characterization of prostate cancer using T2 mapping at 3 T: A multi-scanner study

A. Hoang Dinh, R. Souchon, C. Melodelima, F. Bratan, F. Mege-Lechevallier, M. Colombel, O. Rouviere

DIAGNOSTIC AND INTERVENTIONAL IMAGING (2015)

Article Radiology, Nuclear Medicine & Medical Imaging

Stiffness of benign and malignant prostate tissue measured by shear-wave elastography: a preliminary study

Olivier Rouviere, Christelle Melodelima, Au Hoang Dinh, Flavie Bratan, Gaele Pagnoux, Thomas Sanzalone, Sebastien Crouzet, Marc Colombel, Florence Mege-Lechevallier, Remi Souchon

EUROPEAN RADIOLOGY (2017)

Meeting Abstract Urology & Nephrology

SALVAGE EXTERNAL BEAM RADIATION THERAPY (EBRT) FOR LOCAL RECURRENCE AFTER HIGH INTENSITY FOCUSED ULTRASOUND (HIFU) FAILURE VERSUS SALVAGE HIFU FOR LOCAL RECURRENCE AFTER EBRT FAILURE: A MATCHED PAIR COMPARISON

Ji-Wann Lee, Albert Gelet, Jeremy Soria, Marc Colombel, Pascal Pommier, Christelle Melodelima, Olivier Rouviere, Lionel Badet, Sebastien Crouzet

JOURNAL OF UROLOGY (2016)

Article Radiology, Nuclear Medicine & Medical Imaging

Microaneurysms in renal angiomyolipomas: Can clinical and computed tomography features predict their presence and size?

J. Champagnac, C. Melodelima, T. Martinelli, G. Pagnoux, L. Badet, L. Juillard, O. Rouviere

DIAGNOSTIC AND INTERVENTIONAL IMAGING (2016)

Article Radiology, Nuclear Medicine & Medical Imaging

Detection of locally radio-recurrent prostate cancer at multiparametric MRI: Can dynamic contrast-enhanced imaging be omitted?

F. Alonzo, C. Melodelima, F. Bratan, T. Vitry, S. Crouzet, A. Gelet, O. Rouviere

DIAGNOSTIC AND INTERVENTIONAL IMAGING (2016)

Article Radiology, Nuclear Medicine & Medical Imaging

Characterization of Prostate Cancer with Gleason Score of at Least 7 by Using Quantitative Multiparametric MR Imaging: Validation of a Computer-aided Diagnosis System in Patients Referred for Prostate Biopsy

Au Hoang Dinh, Christelle Melodelima, Remi Souchon, Paul C. Moldovan, Flavie Bratan, Gaele Pagnoux, Florence Mege-Lechevallier, Alain Ruffion, Sebastien Crouzet, Marc Colombel, Olivier Rouviere

RADIOLOGY (2018)

Article Biotechnology & Applied Microbiology

Impaired liver function in Xenopus tropicalis exposed to benzo[a] pyrene: transcriptomic and metabolic evidence

Christophe Regnault, Isabelle A. M. Worms, Christine Oger-Desfeux, Christelle Melode Lima, Sylvie Veyrenc, Marie-Laure Bayle, Bruno Combourieu, Aurelie Bonin, Julien Renaud, Muriel Raveton, Stephane Reynaud

BMC GENOMICS (2014)

News Item Biochemistry & Molecular Biology

Uncovering the genetic basis of adaptive change: on the intersection of landscape genomics and theoretical population genetics

Stephane Joost, Severine Vuilleumier, Jeffrey D. Jensen, Sean Schoville, Kevin Leempoel, Sylvie Stucki, Ivo Widmer, Christelle Melodelima, Jonathan Rolland, Stephanie Manel

MOLECULAR ECOLOGY (2013)

Article Biochemistry & Molecular Biology

Development of an Arabis alpina genomic contig sequence data set and application to single nucleotide polymorphisms discovery

Stephane Lobreaux, Stephanie Manel, Christelle Melodelima

MOLECULAR ECOLOGY RESOURCES (2014)

Editorial Material Radiology, Nuclear Medicine & Medical Imaging

Pitfalls in interpreting positive and negative predictive values: Application to prostate multiparametric magnetic resonance imaging

O. Rouviere, R. Souchon, C. Melodelima

DIAGNOSTIC AND INTERVENTIONAL IMAGING (2018)

Article Radiology, Nuclear Medicine & Medical Imaging

Computer-aided diagnosis system for characterizing ISUP grade ≥ 2 prostate cancers at multiparametric MRI: A cross-vendor evaluation

S. Transin, R. Souchon, C. Gonindard-Melodelima, R. de Rozario, P. Walker, M. Funes de la Vega, R. Loffroy, L. Cormier, O. Rouviere

DIAGNOSTIC AND INTERVENTIONAL IMAGING (2019)

Article Genetics & Heredity

Complete Arabis alpina chloroplast genome sequence and insight into its polymorphism

Christelle Melodelima, Stephane Lobreaux

META GENE (2013)

No Data Available