TY - JOUR
T1 - Multiparametric Magnetic Resonance Imaging Features Identify Aggressive Prostate Cancer at the Phenotypic and Transcriptomic Level
AU - Beksac, Alp Tuna
AU - Cumarasamy, Shivaram
AU - Falagario, Ugo
AU - Xu, Paige
AU - Takhar, Mandeep
AU - Alshalalfa, Mohamed
AU - Gupta, Akriti
AU - Prasad, Sonya
AU - Martini, Alberto
AU - Thulasidass, Hari
AU - Rai, Richa
AU - Berger, Mark
AU - Hectors, Stefanie
AU - Jordan, Jennifer
AU - Davicioni, Elai
AU - Nair, Sujit
AU - Haines, Kenneth
AU - Lewis, Sara
AU - Rastinehad, Ardeshir
AU - Yadav, Kamlesh
AU - Jayaratna, Isuru
AU - Taouli, Bachir
AU - Tewari, Ashutosh
N1 - Publisher Copyright:
© 2018 American Urological Association Education and Research, Inc.
PY - 2018/12
Y1 - 2018/12
N2 - Purpose: Multiparametric magnetic resonance imaging is a diagnostic tool for prostate cancer with limited data on prognostic use. We sought to determine whether multiparametric magnetic resonance could predict aggressive prostate cancer features. Materials and Methods: We retrospectively analyzed the records of 206 patients who underwent radical prostatectomy between 2013 and 2017. All patients had available RNA expression data on the final pathology specimen obtained from a location corresponding to a lesion location on multiparametric magnetic resonance imaging. The association between the PIRADS™ (Prostate Imaging Reporting and Data System) score and adverse pathology features were analyzed. We also performed differential transcriptomic analysis between the PIRADS groups. Factors associated with adverse pathology were analyzed using a multivariable logistic regression model. Results: Lesion size (p = 0.03), PIRADS score (p = 0.02) and extraprostatic extension (p = 0.01) associated significantly with the Decipher® score. Multivariable analysis showed that the PIRADS score (referent PIRADS 3, OR 8.1, 95% CI 1.2–57.5, p = 0.04), the Gleason Grade Group (referent 3, OR 5.6, 95% CI 1.5–21.1, p = 0.01) and prostate specific antigen (OR 1.103, 95% CI 1.011–1.203) were risk factors for adverse pathology findings. The difference between PIRADS 4 and 5 did not reach significance (OR 1.9, 95% CI 0.8–4.5, p = 0.12). However, the PI3K-AKT-mTOR, WNT-β and E2F signaling pathways were more active in PIRADS 5 than in PIRADS 4 cases. Conclusions: The PIRADS score is associated with adverse pathology results, increased metastatic risk and differential genomic pathway activation.
AB - Purpose: Multiparametric magnetic resonance imaging is a diagnostic tool for prostate cancer with limited data on prognostic use. We sought to determine whether multiparametric magnetic resonance could predict aggressive prostate cancer features. Materials and Methods: We retrospectively analyzed the records of 206 patients who underwent radical prostatectomy between 2013 and 2017. All patients had available RNA expression data on the final pathology specimen obtained from a location corresponding to a lesion location on multiparametric magnetic resonance imaging. The association between the PIRADS™ (Prostate Imaging Reporting and Data System) score and adverse pathology features were analyzed. We also performed differential transcriptomic analysis between the PIRADS groups. Factors associated with adverse pathology were analyzed using a multivariable logistic regression model. Results: Lesion size (p = 0.03), PIRADS score (p = 0.02) and extraprostatic extension (p = 0.01) associated significantly with the Decipher® score. Multivariable analysis showed that the PIRADS score (referent PIRADS 3, OR 8.1, 95% CI 1.2–57.5, p = 0.04), the Gleason Grade Group (referent 3, OR 5.6, 95% CI 1.5–21.1, p = 0.01) and prostate specific antigen (OR 1.103, 95% CI 1.011–1.203) were risk factors for adverse pathology findings. The difference between PIRADS 4 and 5 did not reach significance (OR 1.9, 95% CI 0.8–4.5, p = 0.12). However, the PI3K-AKT-mTOR, WNT-β and E2F signaling pathways were more active in PIRADS 5 than in PIRADS 4 cases. Conclusions: The PIRADS score is associated with adverse pathology results, increased metastatic risk and differential genomic pathway activation.
KW - diagnostic imaging
KW - genomics
KW - magnetic resonance imaging
KW - prostatectomy
KW - prostatic neoplasms
UR - http://www.scopus.com/inward/record.url?scp=85054358520&partnerID=8YFLogxK
U2 - 10.1016/j.juro.2018.06.041
DO - 10.1016/j.juro.2018.06.041
M3 - Article
C2 - 30563651
AN - SCOPUS:85054358520
SN - 0022-5347
VL - 200
SP - 1241
EP - 1249
JO - Journal of Urology
JF - Journal of Urology
IS - 6
ER -