Polygenic risk scores in atrial fibrillation: Associations and clinical utility in disease prediction

被引:1
|
作者
Gibson, Joel T. [1 ]
Rudd, James H. F. [2 ]
机构
[1] Univ Cambridge, Addenbrookes Hosp, Lv Addenbrookes Treatment Ctr 6, Dept Med Genet, Cambridge, England
[2] Univ Cambridge, Heart & Lung Res Inst, Papworth Rd,Cambridge Biomedical Campus, Cambridge CB2 0BB, England
基金
英国工程与自然科学研究理事会; 英国惠康基金;
关键词
Atrial fi brillation; Stroke; Risk factor; Polygenic risk score; Genetic risk score; CHARGE; -AF; GENETIC RISK; STROKE; INDIVIDUALS; OUTCOMES; IMPACT;
D O I
10.1016/j.hrthm.2024.02.006
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Atrial fibrillation (AF) is a common heart arrhythmia and a major cause of cardioembolic stroke. Therefore, accurate prediction is desirable to allow high-risk individuals to be identified early and their risk lowered before complications arise. Polygenic risk scores (PRSs) have become a popular method of quantifying aggregated genetic risk from common variants, but their clinical value in AF remains uncertain. This literature review summarizes the associations between PRS and AF risk and discusses the evidence for the clinical utility of PRS for AF prediction. Stroke risk in patients with AF is also considered. Despite consistent associations between PRS and AF risk, the performance of PRS as a stand-alone tool for AF prediction was poor. However, addition of PRS to the existing AF prediction models commonly improved the predictive performance above that of the clinical models alone, including in cohorts with comorbid cardiovascular disease. Associations between PRS and cardioembolic stroke risk in patients with AF have also been reported, but improvements in stroke prediction models from PRS have been minimal. PRS are likely to add value to the existing clinical AF prediction models; however, standardization of PRS across studies and populations will likely be required before they can be meaningfully adopted into routine clinical practice.
引用
收藏
页码:913 / 918
页数:6
相关论文
共 50 条
  • [1] Polygenic risk scores for prediction of atrial fibrillation
    Kavousi, Maryam
    Ellinor, Patrick T. T.
    NETHERLANDS HEART JOURNAL, 2023, 31 (01) : 1 - 2
  • [2] Polygenic risk scores for prediction of atrial fibrillation
    Maryam Kavousi
    Patrick T. Ellinor
    Netherlands Heart Journal, 2023, 31 (1) : 1 - 2
  • [3] Polygenic Risk Scores in Coronary Artery Disease and Atrial Fibrillation
    Gladding, Patrick A.
    Legget, Malcolm
    Fatkin, Diane
    Larsen, Peter
    Doughty, Robert
    HEART LUNG AND CIRCULATION, 2020, 29 (04): : 634 - 640
  • [4] Polygenic Scores in Epidemiology: Risk Prediction, Etiology, and Clinical Utility
    Brion S. Maher
    Current Epidemiology Reports, 2015, 2 (4) : 239 - 244
  • [5] Enhanced prediction of atrial fibrillation risk using proteomic markers: a comparative analysis with clinical and polygenic risk scores
    Liu, Mengyi
    Zhang, Yuanyuan
    Ye, Ziliang
    He, Panpan
    Zhou, Chun
    Yang, Sisi
    Zhang, Yanjun
    Gan, Xiaoqin
    Qin, Xianhui
    HEART, 2024,
  • [6] Clinical utility of polygenic risk scores for coronary artery disease
    Derek Klarin
    Pradeep Natarajan
    Nature Reviews Cardiology, 2022, 19 : 291 - 301
  • [7] Clinical utility of polygenic risk scores for coronary artery disease
    Klarin, Derek
    Natarajan, Pradeep
    NATURE REVIEWS CARDIOLOGY, 2021, 19 (5) : 291 - 301
  • [8] Evaluating Polygenic Risk Scores in "Lone" Atrial Fibrillation
    Lazarte, Julieta
    Dron, Jacqueline S.
    McIntyre, Adam D.
    Skanes, Allan C.
    Gula, Lorne J.
    Tang, Anthony S.
    Tadros, Rafik
    Laksman, Zachary W.
    Hegele, Robert A.
    Roberts, Jason D.
    CJC OPEN, 2021, 3 (06) : 751 - 757
  • [9] Towards clinical utility of polygenic risk scores
    Lambert, Samuel A.
    Abraham, Gad
    Inouye, Michael
    HUMAN MOLECULAR GENETICS, 2019, 28 (R2) : R133 - R142
  • [10] The personal and clinical utility of polygenic risk scores
    Torkamani, Ali
    Wineinger, Nathan E.
    Topol, Eric J.
    NATURE REVIEWS GENETICS, 2018, 19 (09) : 581 - 590