Clinical validity and utility of genetic risk scores in prostate cancer

被引:27
作者
Helfand, Brian T. [1 ]
Kearns, James [1 ]
Conran, Carly [1 ]
Xu, Jianfeng [1 ]
机构
[1] NorthShore Univ HealthSystem, Dept Surg, Program Personalized Canc Care, Evanston, IL 60201 USA
关键词
genetic risk score; prostate cancer; pyramid model; single nucleotide polymorphisms; GENOME-WIDE ASSOCIATION; SUSCEPTIBILITY LOCI; INHERITED RISK; VARIANTS; MEN; BIOPSY; PREDICTION; MORTALITY; REPLICATION; PREDISPOSITION;
D O I
10.4103/1008-682X.182981
中图分类号
R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
摘要
Current issues related to prostate cancer (PCa) clinical care (e.g., over-screening, over-diagnosis, and over-treatment of nonaggressive PCa) call for risk assessment tools that can be combined with family history (FH) to stratify disease risk among men in the general population. Since 2007, genome-wide association studies (GWASs) have identified more than 100 SNPs associated with PCa susceptibility. In this review, we discuss (1) the validity of these PCa risk-associated SNPs, individually and collectively; (2) the various methods used for measuring the cumulative effect of multiple SNPs, including genetic risk score (GRS); (3) the adequate number of SNPs needed for risk assessment; (4) reclassification of risk based on evolving numbers of SNPs used to calculate genetic risk, (5) risk assessment for men from various racial groups, and (6) the clinical utility of genetic risk assessment. In conclusion, data available to date support the clinical validity of PCa risk-associated SNPs and GRS in risk assessment among men with or without FH. PCa risk-associated SNPs are not intended for diagnostic use; rather, they should be used the same way as FH. Combining GRS and FH can significantly improve the performance of risk assessment. Improved risk assessment may have important clinical utility in targeted PCa testing. However, clinical trials are urgently needed to evaluate this clinical utility as well as the acceptance of GRS by patients and physicians.
引用
收藏
页码:509 / 514
页数:6
相关论文
共 57 条
  • [1] Reproducibility, Performance, and Clinical Utility of a Genetic Risk Prediction Model for Prostate Cancer in Japanese
    Akamatsu, Shusuke
    Takahashi, Atsushi
    Takata, Ryo
    Kubo, Michiaki
    Inoue, Takahiro
    Morizono, Takashi
    Tsunoda, Tatsuhiko
    Kamatani, Naoyuki
    Haiman, Christopher A.
    Wan, Peggy
    Chen, Gary K.
    Le Marchand, Loic
    Kolonel, Laurence N.
    Henderson, Brian E.
    Fujioka, Tomoaki
    Habuchi, Tomonori
    Nakamura, Yusuke
    Ogawa, Osamu
    Nakagawa, Hidewaki
    [J]. PLOS ONE, 2012, 7 (10):
  • [2] Risk Analysis of Prostate Cancer in PRACTICAL, a Multinational Consortium, Using 25 Known Prostate Cancer Susceptibility Loci
    Al Olama, Ali Amin
    Benlloch, Sara
    Antoniou, Antonis C.
    Giles, Graham G.
    Severi, Gianluca
    Neal, David E.
    Hamdy, Freddie C.
    Donovan, Jenny L.
    Muir, Kenneth
    Schleutker, Johanna
    Henderson, Brian E.
    Haiman, Christopher A.
    Schumacher, Fredrick R.
    Pashayan, Nora
    Pharoah, Paul D. P.
    Ostrander, Elaine A.
    Stanford, Janet L.
    Batra, Jyotsna
    Clements, Judith A.
    Chambers, Suzanne K.
    Weischer, Maren
    Nordestgaard, Borge G.
    Ingles, Sue A.
    Sorensen, Karina D.
    Orntoft, Torben F.
    Park, Jong Y.
    Cybulski, Cezary
    Maier, Christiane
    Doerk, Thilo
    Dickinson, Joanne L.
    Cannon-Albright, Lisa
    Brenner, Hermann
    Rebbeck, Timothy R.
    Zeigler-Johnson, Charnita
    Habuchi, Tomonori
    Thibodeau, Stephen N.
    Cooney, Kathleen A.
    Chappuis, Pierre O.
    Hutter, Pierre
    Kaneva, Radka P.
    Foulkes, William D.
    Zeegers, Maurice P.
    Lu, Yong-Jie
    Zhang, Hong-Wei
    Stephenson, Robert
    Cox, Angela
    Southey, Melissa C.
    Spurdle, Amanda B.
    FitzGerald, Liesel
    Leongamornlert, Daniel
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2015, 24 (07) : 1121 - 1129
  • [3] A meta-analysis of 87,040 individuals identifies 23 new susceptibility loci for prostate cancer
    Al Olama, Ali Amin
    Kote-Jarai, Zsofia
    Berndt, Sonja I.
    Conti, David V.
    Schumacher, Fredrick
    Han, Ying
    Benlloch, Sara
    Hazelett, Dennis J.
    Wang, Zhaoming
    Saunders, Ed
    Leongamornlert, Daniel
    Lindstrom, Sara
    Jugurnauth-Little, Sara
    Dadaev, Tokhir
    Tymrakiewicz, Malgorzata
    Stram, Daniel O.
    Rand, Kristin
    Wan, Peggy
    Stram, Alex
    Sheng, Xin
    Pooler, Loreall C.
    Park, Karen
    Xia, Lucy
    Tyrer, Jonathan
    Kolonel, Laurence N.
    Le Marchand, Loic
    Hoover, Robert N.
    Machiela, Mitchell J.
    Yeager, Merideth
    Burdette, Laurie
    Chung, Charles C.
    Hutchinson, Amy
    Yu, Kai
    Goh, Chee
    Ahmed, Mahbubl
    Govindasami, Koveela
    Guy, Michelle
    Tammela, Teuvo L. J.
    Auvinen, Anssi
    Wahlfors, Tlina
    Schleutker, Johanna
    Visakorpi, Tapio
    Leinonen, Katri A.
    Xu, Jianfeng
    Aly, Markus
    Donovan, Jenny
    Travis, Ruth C.
    Key, Tim J.
    Siddiq, Afshan
    Canzian, Federico
    [J]. NATURE GENETICS, 2014, 46 (10) : 1103 - 1109
  • [4] Polygenic Risk Score Improves Prostate Cancer Risk Prediction: Results from the Stockholm-1 Cohort Study
    Aly, Markus
    Wiklund, Fredrik
    Xu, Jianfeng
    Isaacs, William B.
    Eklund, Martin
    D'Amato, Mauro
    Adolfsson, Jan
    Gronberg, Henrik
    [J]. EUROPEAN UROLOGY, 2011, 60 (01) : 21 - 28
  • [5] Prostate Cancer Screening in the Randomized Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial: Mortality Results after 13 Years of Follow-up
    Andriole, Gerald L.
    Crawford, E. David
    Grubb, Robert L., III
    Buys, Saundra S.
    Chia, David
    Church, Timothy R.
    Fouad, Mona N.
    Isaacs, Claudine
    Kvale, Paul A.
    Reding, Douglas J.
    Weissfeld, Joel L.
    Yokochi, Lance A.
    O'Brien, Barbara
    Ragard, Lawrence R.
    Clapp, Jonathan D.
    Rathmell, Joshua M.
    Riley, Thomas L.
    Hsing, Ann W.
    Izmirlian, Grant
    Pinsky, Paul F.
    Kramer, Barnett S.
    Miller, Anthony B.
    Gohagan, John K.
    Prorok, Philip C.
    [J]. JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2012, 104 (02) : 125 - 132
  • [6] A Replication Study Examining Novel Common Single Nucleotide Polymorphisms Identified Through a Prostate Cancer Genome-wide Association Study in a Japanese Population
    Batra, Jyotsna
    Lose, Felicity
    Chambers, Suzanne
    Gardiner, Robert A.
    Aitken, Joanne
    Yaxley, John
    Clements, Judith A.
    Spurdle, Amanda B.
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2011, 174 (12) : 1391 - 1395
  • [7] Introducing the 2010 American Cancer Society Prostate Cancer Screening Guideline
    Brawley, Otis W.
    Gansler, Ted
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2010, 60 (02) : 68 - 69
  • [8] Prostate Cancer Early Detection, Version 2.2015 Clinical Practice Guidelines in Oncology
    Carroll, Peter R.
    Parsons, J. Kellogg
    Andriole, Gerald
    Bahnson, Robert R.
    Barocas, Daniel A.
    Castle, Erik P.
    Catalona, William J.
    Dahl, Douglas M.
    Davis, John W.
    Epstein, Jonathan I.
    Etzioni, Ruth B.
    Farrington, Thomas
    Hemstreet, George P., III
    Kawachi, Mark H.
    Lange, Paul H.
    Loughlin, Kevin R.
    Lowrance, William
    Maroni, Paul
    Mohler, James
    Morgan, Todd M.
    Nadler, Robert B.
    Poch, Michael
    Scales, Chuck
    Shaneyfelt, Terrence M.
    Smaldone, Marc C.
    Sonn, Geoffrey
    Sprenke, Preston
    Vickers, Andrew J.
    Wake, Robert
    Shead, Dorothy A.
    Freedman-Cass, Deborah
    [J]. JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2015, 13 (12): : 1534 - 1561
  • [9] Early Detection of Prostate Cancer: AUA Guideline
    Carter, H. Ballentine
    Albertsen, Peter C.
    Barry, Michael J.
    Etzioni, Ruth
    Freedland, Stephen J.
    Greene, Kirsten Lynn
    Holmberg, Lars
    Kantoff, Philip
    Konety, Badrinath R.
    Murad, Mohammad Hassan
    Penson, David F.
    Zietman, Anthony L.
    [J]. JOURNAL OF UROLOGY, 2013, 190 (02) : 419 - 426
  • [10] National Cancer Institute Prostate Cancer Genetics Workshop
    Catalona, William J.
    Bailey-Wilson, Joan E.
    Camp, Nicola J.
    Chanock, Stephen J.
    Cooney, Kathleen A.
    Easton, Douglas F.
    Eeles, Rosalind A.
    FitzGerald, Liesel M.
    Freedman, Matthew L.
    Gudmundsson, Julius
    Kittles, Rick A.
    Margulies, Elliott H.
    McGuire, Barry B.
    Ostrander, Elaine A.
    Rebbeck, Timothy R.
    Stanford, Janet L.
    Thibodeau, Stephen N.
    Witte, John S.
    Isaacs, William B.
    [J]. CANCER RESEARCH, 2011, 71 (10) : 3442 - 3446