Correlation between MRI phenotypes and a genomic classifier of prostate cancer: preliminary findings
- 1. Abdominal Imaging Section and Nuclear Radiology Department, Imaging Institute, Cleveland Clinic, OH (United States)
- 2. Pathology and Laboratory Medicine Institute, Cleveland Clinic, OH (United States)
- 3. Radiation Oncology and Translational Oncology, Cleveland Clinic, OH (United States)
Description
We sought to evaluate the correlation between MRI phenotypes of prostate cancer as defined by PI-RADS v2 and the Decipher Genomic Classifier (used to estimate the risk of early metastases). This single-center, retrospective study included 72 nonconsecutive men with prostate cancer who underwent MRI before radical prostatectomy performed between April 2014 and August 2017 and whose MRI registered lesions were microdissected from radical prostatectomy specimens and then profiled using Decipher (89 lesions; 23 MRI invisible [PI-RADS v2 scores ≤ 2] and 66 MRI visible [PI-RADS v2 scores ≥ 3]). Linear regression analysis was used to assess clinicopathologic and MRI predictors of Decipher results; correlation coefficients (r) were used to quantify these associations. AUC was used to determine whether PI-RADS v2 could accurately distinguish between low-risk (Decipher score < 0.45) and intermediate-/high-risk (Decipher score ≥ 0.45) lesions. MRI-visible lesions had higher Decipher scores than MRI-invisible lesions (mean difference 0.22; 95% CI 0.13, 0.32; p < 0.0001); most MRI-invisible lesions (82.6%) were low risk. PI-RADS v2 had moderate correlation with Decipher (r = 0.54) and had higher accuracy (AUC 0.863) than prostate cancer grade groups (AUC 0.780) in peripheral zone lesions (95% CI for difference 0.01, 0.15; p = 0.018). MRI phenotypes of prostate cancer are positively correlated with Decipher risk groups. Although PI-RADS v2 can accurately distinguish between lesions classified by Decipher as low or intermediate/high risk, some lesions classified as intermediate/high risk by Decipher are invisible on MRI.
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-019-06114-xAdditional details
Identifiers
Publishing Information
- Journal Title
- European Radiology
- Journal Volume
- 29
- Journal Issue
- 9
- Journal Page Range
- p. 4861-4870
- ISSN
- 0938-7994
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 51012532
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ACCURACY; CARCINOMAS; CORRELATIONS; HISTOLOGY; IMAGE PROCESSING; METASTASES; NMR IMAGING; PHENOTYPE; PROSTATE; REGRESSION ANALYSIS; RELAXATION TIME; SENSITIVITY; SPECIFICITY; SURGERY; WEIGHTING FUNCTIONS
- Descriptors DEC
- BODY; DIAGNOSTIC TECHNIQUES; DISEASES; FUNCTIONS; GLANDS; MALE GENITALS; MATHEMATICS; MEDICINE; NEOPLASMS; ORGANS; PROCESSING; STATISTICS