Combined Effect of a Polygenic Risk Score and Rare Genetic Variants on Prostate Cancer Risk

被引:41
|
作者
Darst, Burcu F. [1 ]
Sheng, Xin [1 ]
Eeles, Rosalind A. [2 ,3 ]
Kote-Jarai, Zsofia [2 ]
Conti, David V. [1 ]
Haiman, Christopher A. [1 ]
机构
[1] Univ Southern Calif, Norris Comprehens Canc Ctr, Keck Sch Med, Ctr Genet Epidemiol,Dept Prevent Med, 1450 Biggy St, Los Angeles, CA 90033 USA
[2] Inst Canc Res, London, England
[3] Royal Marsden NHS Fdn Trust, London, England
基金
美国国家卫生研究院;
关键词
Biobank; Common variants; Exome sequencing; Genetics; Genomics; HOXB13; Polygenic risk score; Prostate cancer; Rare variants; MEN; MUTATION;
D O I
10.1016/j.eururo.2021.04.013
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Although prostate cancer is known to have a strong genetic basis and is influenced by both common and rare variants, the ability to investigate the combined effect of such genetic risk factors has been limited to date. We conducted an investigation of 81094 men from the UK Biobank, including 3568 prostate cancer cases, to examine the combined effect of rare pathogenic/likely pathogenic/deleterious (P/LP/D) germline variants and common prostate cancer risk variants, measured using a polygenic risk score (PRS), on prostate cancer risk. The absolute risk of prostate cancer for HOXB13, BRCA2, ATM, and CHEK2 P/LP/D carriers ranged from 9% to 56%, and the absolute risk in noncarriers ranged from 2% to 31%, by age 85 yr, for men in the lowest and highest PRS decile, respectively. The high-penetrant HOXB13 G84E prostate cancer risk variant was most common in cases in the lowest PRS quintile (4.4%) and least common in cases in the highest PRS quintile (0.5%; p = 0.005), whereas there was no statistically significant difference in frequencies by PRS in controls. While rare and common variants strongly and distinctly influence prostate cancer onset, consideration of rare and common variants in conjunction will lead to more precise estimates of a man's lifetime risk of prostate cancer. Patient summary: We found that the risk of prostate cancer conveyed by rare variants could vary depending on an individual's genetic profile of common risk variants. This implies that in order to comprehensively assess genetic risk of prostate cancer, it is important to consider both rare and common variants. (C) 2021 European Association of Urology. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:134 / 138
页数:5
相关论文
共 50 条
  • [1] Combined effect of a prostate cancer polygenic risk score and germline pathogenic variants in DNA damage repair genes on prostate cancer risk in men of African ancestry
    Hughley, Raymond W.
    Darst, Burcu F.
    Matejcic, Marco
    Patel, Yesha
    Lilyquist, Jenna
    Hart, Steven N.
    Polley, Eric C.
    Xia, Lucy
    Sheng, Xin
    Lubmawa, Alexander
    Ingles, Sue A.
    Wilkens, Lynne
    Marchand, Loic L.
    Watya, Stephen
    Couch, Fergus J.
    Conti, David V.
    Haiman, Christopher A.
    [J]. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2022, 31 (01)
  • [2] Polygenic risk score in prostate cancer
    Oh, Jong Jin
    Hong, Sung Kyu
    [J]. CURRENT OPINION IN UROLOGY, 2022, 32 (05) : 466 - 471
  • [3] Combined association of a polygenic risk score with 313 genetic variants and established environmental risk factors in relation to breast cancer risk
    Middha, Pooja
    Mavaddat, Nasim
    Milne, Roger L.
    Simard, Jacques
    Schmidt, Marjanka K.
    Kraft, Peter
    Pharoah, Paul D. P.
    Easton, Douglas F.
    Garcia-Closas, Montserrat
    Chang-Claude, Jenny
    [J]. GENETIC EPIDEMIOLOGY, 2018, 42 (07) : 716 - 716
  • [4] Incorporation of rare genetic variants improved the prediction performance of polygenic risk score
    Xu, Hongyan
    [J]. GENETIC EPIDEMIOLOGY, 2020, 44 (05) : 529 - 529
  • [5] A Polygenic Risk Score for Prostate Cancer Risk Prediction
    Schaffer, Kerry R.
    Shi, Mingjian
    Shelley, John P.
    Tosoian, Jeffrey J.
    Kachuri, Linda
    Witte, John S.
    Mosley, Jonathan D.
    [J]. JAMA INTERNAL MEDICINE, 2023, 183 (04) : 386 - 388
  • [6] Polygenic Risk Score Modifies Prostate Cancer Risk of Pathogenic Variants in Men of African Ancestry
    Hughley, Raymond W.
    Matejcic, Marco
    Song, Ziwei
    Sheng, Xin
    Wan, Peggy
    Xia, Lucy
    Hart, Steven N.
    Hu, Chunling
    Yadav, Siddhartha
    Lubmawa, Alexander
    Kiddu, Vicky
    Asiimwe, Frank
    Amanya, Colline
    Mutema, George
    Job, Kuteesa
    Ssebakumba, Mbaaga K.
    Ingles, Sue A.
    Hamilton, Ann S.
    Couch, Fergus J.
    Watya, Stephen
    Conti, David V.
    Darst, Burcu F.
    Haiman, Christopher A.
    [J]. CANCER RESEARCH COMMUNICATIONS, 2023, 3 (12): : 2544 - 2550
  • [7] Prediction of Individual Genetic Risk to Prostate Cancer Using a Polygenic Score
    Szulkin, Robert
    Whitington, Thomas
    Eklund, Martin
    Aly, Markus
    Eeles, Rosalind A.
    Easton, Douglas
    Kote-Jarai, ZSofia
    Al Olama, Ali Amin
    Benlloch, Sara
    Muir, Kenneth
    Giles, Graham G.
    Southey, Melissa C.
    Fitzgerald, Liesel M.
    Henderson, Brian E.
    Schumacher, Fredrick
    Haiman, Christopher A.
    Schleutker, Johanna
    Wahlfors, Tiina
    Tammela, Teuvo L. J.
    Nordestgaard, Borge G.
    Key, Tim J.
    Travis, Ruth C.
    Neal, David E.
    Donovan, Jenny L.
    Hamdy, Freddie C.
    Pharoah, Paul
    Pashayan, Nora
    Khaw, Kay-Tee
    Stanford, Janet L.
    Thibodeau, Stephen N.
    McDonnell, Shannon K.
    Schaid, Daniel J.
    Maier, Christiane
    Vogel, Walther
    Luedeke, Manuel
    Herkommer, Kathleen
    Kibel, Adam S.
    Cybulski, Cezary
    Lubinski, Jan
    Kluzniak, Wojciech
    Cannon-Albright, Lisa
    Brenner, Hermann
    Butterbach, Katja
    Stegmaier, Christa
    Park, Jong Y.
    Sellers, Thomas
    Lim, Hui-Yi
    Slavov, Chavdar
    Kaneva, Radka
    Mitev, Vanio
    [J]. PROSTATE, 2015, 75 (13): : 1467 - 1474
  • [8] Validation of a prostate cancer polygenic risk score
    Black, Mary H.
    Li, Shuwei
    LaDuca, Holly
    Lo, Min-Tzu
    Chen, Jefferey
    Hoiness, Robert
    Gutierrez, Stephanie
    Tippin-Davis, Brigette
    Lu, Hsiao-Mei
    Gielzak, Marta
    Wiley, Kathleen
    Shi, Zhuqing
    Wei, Jun
    Zheng, Siqun Lilly
    Helfand, Brian T.
    Isaacs, William
    Xu, Jianfeng
    [J]. PROSTATE, 2020, 80 (15): : 1314 - 1321
  • [9] Prostate cancer risk prediction using a polygenic risk score
    Csilla Sipeky
    Kirsi M. Talala
    Teuvo L. J. Tammela
    Kimmo Taari
    Anssi Auvinen
    Johanna Schleutker
    [J]. Scientific Reports, 10
  • [10] Prostate cancer risk prediction using a polygenic risk score
    Sipeky, Csilla
    Talala, Kirsi M.
    Tammela, Teuvo L. J.
    Taari, Kimmo
    Auvinen, Anssi
    Schleutker, Johanna
    [J]. SCIENTIFIC REPORTS, 2020, 10 (01)