Entering an era of radiogenomics in prostate cancer risk stratification

被引:6
作者
Soodana-Prakash, Nachiketh [1 ]
Stoyanova, Radka [2 ,3 ]
Bhat, Abhishek [1 ]
Velasquez, Maria C. [1 ]
Kineish, Omer E. [1 ]
Pollack, Alan [2 ,3 ]
Parekh, Dipen J. [1 ,2 ]
Punnen, Sanoj [1 ,2 ]
机构
[1] Univ Miami, Dept Urol, Miami, FL USA
[2] Univ Miami, Sylvester Comprehens Canc Ctr, Miami, FL USA
[3] Univ Miami, Dept Radiat Oncol, Miami, FL USA
关键词
Radiogenomics; prostate cancer; risk stratification; personalized information; genomics assays; IMAGING TARGETED BIOPSY; MULTI-PARAMETRIC MRI; FUSION-GUIDED BIOPSY; OF-THE-LITERATURE; ACTIVE SURVEILLANCE; RADICAL PROSTATECTOMY; GENOMIC HETEROGENEITY; MEN; COHORT; VALIDATION;
D O I
10.21037/tau.2018.07.04
中图分类号
R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
摘要
Radiogenomics is a field that amalgamates data from genomics and imaging techniques in order to derive clinically meaningful trends. In this article, we discuss the importance of prostate cancer risk classification and how data derived from genomic testing and multi-parametric magnetic resonance imaging (mpMRI) can be integrated into clinical decision-making processes with a focus on active surveillance (AS). Finally, we describe an ongoing prospective trial (Miami MAST trial) which incorporates imaging (mpMRI) and radiomics data in patients who are on AS for prostate cancer.
引用
收藏
页码:S443 / S452
页数:10
相关论文
共 53 条
  • [1] Diagnostic accuracy of multi-parametric MRI and TRUS biopsy in prostate cancer (PROMIS): a paired validating confirmatory study
    Ahmed, Hashim U.
    Bosaily, Ahmed El-Shater
    Brown, Louise C.
    Gabe, Rhian
    Kaplan, Richard
    Parmar, Mahesh K.
    Collaco-Moraes, Yolanda
    Ward, Katie
    Hindley, Richard G.
    Freeman, Alex
    Kirkham, Alex P.
    Oldroyd, Robert
    Parker, Chris
    Emberton, Mark
    [J]. LANCET, 2017, 389 (10071) : 815 - 822
  • [2] Albala David, 2016, Rev Urol, V18, P123
  • [3] Magnetic Resonance Imaging-Transectal Ultrasound Image-fusion Biopsies Accurately Characterize the Index Tumor: Correlation with Step-sectioned Radical Prostatectomy Specimens in 135 Patients
    Baco, Eduard
    Ukimura, Osamu
    Rud, Erik
    Vlatkovic, Ljiljana
    Svindland, Aud
    Aron, Manju
    Palmer, Suzanne
    Matsugasumi, Toru
    Marien, Arnaud
    Bernhard, Jean-Christophe
    Rewcastle, John C.
    Eggesbo, Heidi B.
    Gill, Inderbir S.
    [J]. EUROPEAN UROLOGY, 2015, 67 (04) : 787 - 794
  • [4] PI-RADS version 2: what you need to know
    Barrett, T.
    Turkbey, B.
    Choyke, P. L.
    [J]. CLINICAL RADIOLOGY, 2015, 70 (11) : 1165 - 1176
  • [5] Development and Clinical Validation of an In Situ Biopsy-Based Multimarker Assay for Risk Stratification in Prostate Cancer
    Blume-Jensen, Peter
    Berman, David M.
    Rimm, David L.
    Shipitsin, Michail
    Putzi, Mathew
    Nifong, Thomas P.
    Small, Clayton
    Choudhury, Sibgat
    Capela, Teresa
    Coupal, Louis
    Ernst, Christina
    Hurley, Aeron
    Kaprelyants, Alex
    Chang, Hua
    Giladi, Eldar
    Nardone, Julie
    Dunyak, James
    Loda, Massimo
    Klein, Eric A.
    Magi-Galluzzi, Cristina
    Latour, Mathieu
    Epstein, Jonathan I.
    Kantoff, Philip
    Saad, Fred
    [J]. CLINICAL CANCER RESEARCH, 2015, 21 (11) : 2591 - 2600
  • [6] Spatial genomic heterogeneity within localized, multifocal prostate cancer
    Boutros, Paul C.
    Fraser, Michael
    Harding, Nicholas J.
    de Borja, Richard
    Trudel, Dominique
    Lalonde, Emilie
    Meng, Alice
    Hennings-Yeomans, Pablo H.
    McPherson, Andrew
    Sabelnykova, Veronica Y.
    Zia, Amin
    Fox, Natalie S.
    Livingstone, Julie
    Shiah, Yu-Jia
    Wang, Jianxin
    Beck, Timothy A.
    Have, Cherry L.
    Chong, Taryne
    Sam, Michelle
    Johns, Jeremy
    Timms, Lee
    Buchner, Nicholas
    Wong, Ada
    Watson, John D.
    Simmons, Trent T.
    P'ng, Christine
    Zafarana, Gaetano
    Nguyen, Francis
    Luo, Xuemei
    Chu, Kenneth C.
    Prokopec, Stephenie D.
    Sykes, Jenna
    Dal Pra, Alan
    Berlin, Alejandro
    Brown, Andrew
    Chan-Seng-Yue, Michelle A.
    Yousif, Fouad
    Denroche, Robert E.
    Chong, Lauren C.
    Chen, Gregory M.
    Jung, Esther
    Fung, Clement
    Starmans, Maud H. W.
    Chen, Hanbo
    Govind, Shaylan K.
    Hawley, James
    D'Costa, Alister
    Pintilie, Melania
    Waggott, Daryl
    Hach, Faraz
    [J]. NATURE GENETICS, 2015, 47 (07) : 736 - +
  • [7] Clinton TN, 2017, EXPERT REV PRECIS ME, V2, P249, DOI 10.1080/23808993.2017.1372687
  • [8] Trends in Management for Patients With Localized Prostate Cancer, 1990-2013
    Cooperberg, Matthew R.
    Carroll, Peter R.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2015, 314 (01): : 80 - 82
  • [9] Combined Value of Validated Clinical and Genomic Risk Stratification Tools for Predicting Prostate Cancer Mortality in a High-risk Prostatectomy Cohort
    Cooperberg, Matthew R.
    Davicioni, Elai
    Crisan, Anamaria
    Jenkins, Robert B.
    Ghadessi, Mercedeh
    Karnes, R. Jeffrey
    [J]. EUROPEAN UROLOGY, 2015, 67 (02) : 326 - 333
  • [10] Validation of a Cell-Cycle Progression Gene Panel to Improve Risk Stratification in a Contemporary Prostatectomy Cohort
    Cooperberg, Matthew R.
    Simko, Jeffry P.
    Cowan, Janet E.
    Reid, Julia E.
    Djalilvand, Azita
    Bhatnagar, Satish
    Gutin, Alexander
    Lanchbury, Jerry S.
    Swanson, Gregory P.
    Stone, Steven
    Carroll, Peter R.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (11) : 1428 - 1434