Implementation and implications for polygenic risk scores in healthcare

被引:45
作者
Slunecka, John L. [1 ]
van der Zee, Matthijs D. [2 ]
Beck, Jeffrey J. [1 ]
Johnson, Brandon N. [1 ]
Finnicum, Casey T. [1 ]
Pool, Rene [2 ]
Hottenga, Jouke-Jan [2 ]
de Geus, Eco J. C. [2 ]
Ehli, Erik A. [1 ]
机构
[1] Avera McKennan & Univ Hlth Ctr, Avera Inst Human Genet, Sioux Falls, SD 57105 USA
[2] Vrije Univ Amsterdam, Dept Biol Psychol, Netherlands Twin Register, Amsterdam, Netherlands
关键词
Polygenic risk score; PRS; Clinical genetics; Genetic risk; Risk stratification; Public health; GENOME-WIDE ASSOCIATION; GENETIC RISK; FAMILY-HISTORY; CARDIOVASCULAR-DISEASE; TASK-FORCE; CANCER; ACCURACY; POPULATION; PREVENTION; DEPRESSION;
D O I
10.1186/s40246-021-00339-y
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Increasing amounts of genetic data have led to the development of polygenic risk scores (PRSs) for a variety of diseases. These scores, built from the summary statistics of genome-wide association studies (GWASs), are able to stratify individuals based on their genetic risk of developing various common diseases and could potentially be used to optimize the use of screening and preventative treatments and improve personalized care for patients. Many challenges are yet to be overcome, including PRS validation, healthcare professional and patient education, and healthcare systems integration. Ethical challenges are also present in how this information is used and the current lack of diverse populations with PRSs available. In this review, we discuss the topics above and cover the nature of PRSs, visualization schemes, and how PRSs can be improved. With these tools on the horizon for multiple diseases, scientists, clinicians, health systems, regulatory bodies, and the public should discuss the uses, benefits, and potential risks of PRSs.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] On polygenic risk scores for complex traits prediction
    Zhao, Bingxin
    Zou, Fei
    BIOMETRICS, 2022, 78 (02) : 499 - 511
  • [22] Towards clinical utility of polygenic risk scores
    Lambert, Samuel A.
    Abraham, Gad
    Inouye, Michael
    HUMAN MOLECULAR GENETICS, 2019, 28 (R2) : R133 - R142
  • [23] Polygenic Risk Scores in Neurodegenerative Diseases: a Review
    Ibanez, Laura
    Farias, Fabiana H. G.
    Dube, Umber
    Mihindukulasuriya, Kathie A.
    Harari, Oscar
    CURRENT GENETIC MEDICINE REPORTS, 2019, 7 (01) : 22 - 29
  • [24] Evaluation of Polygenic Risk Scores for Prediction of Prostate Cancer in Korean Men
    Oh, Jong Jin
    Kim, Eunae
    Woo, Eunjin
    Song, Sang Hun
    Kim, Jung Kwon
    Lee, Hakmin
    Lee, Sangchul
    Hong, Sung Kyu
    Byun, Seok-Soo
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [25] Risk Prediction Using Polygenic Risk Scores for Prevention of Stroke and Other Cardiovascular Diseases
    Abraham, Gad
    Rutten-Jacobs, Loes
    Inouye, Michael
    STROKE, 2021, 52 (09) : 2983 - 2991
  • [26] Polygenic risk scores associate with blood pressure traits across the lifespan
    Ovretveit, Karsten
    Ingestrom, Emma M. L.
    Spitieris, Michail
    Tragante, Vinicius
    Wade, Kaitlin H.
    Thomas, Laurent F.
    Wolford, Brooke N.
    Wisloff, Ulrik
    Gudbjartsson, Daniel F.
    Holm, Hilma
    Stefansson, Kari
    Brumpton, Ben M.
    Hveem, Kristian
    EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2024, 31 (06) : 644 - 654
  • [27] Polygenic Risk Scores: The Next Step for Improved Risk Stratification in Coronary Artery Disease?
    Stein, Ricardo
    Ferrari, Filipe
    Garcia-Giustiniani, Diego
    ARQUIVOS BRASILEIROS DE CARDIOLOGIA, 2024, 121 (09)
  • [28] Risk Stratification and Clinical Utility of Polygenic Risk Scores in Ophthalmology
    Qassim, Ayub
    Souzeau, Emmanuelle
    Hollitt, Georgie
    Hassall, Mark M.
    Siggs, Owen M.
    Craig, Jamie E.
    TRANSLATIONAL VISION SCIENCE & TECHNOLOGY, 2021, 10 (06):
  • [29] Could Polygenic Risk Scores Be Useful in Psychiatry? A Review
    Murray, Graham K.
    Lin, Tian
    Austin, Jehannine
    McGrath, John J.
    Hickie, Ian B.
    Wray, Naomi R.
    JAMA PSYCHIATRY, 2021, 78 (02) : 210 - 219
  • [30] Polygenic risk scores: how much do they add?
    Christoffersen, Mette
    Tybjaerg-Hansen, Anne
    CURRENT OPINION IN LIPIDOLOGY, 2021, 32 (03) : 157 - 162