Polygenic risk scores of several subtypes of epilepsies in a founder population

被引:15
|
作者
Moreau, Claudia [1 ]
Rebillard, Rose-Marie [2 ]
Wolking, Stefan [2 ]
Michaud, Jacques [3 ]
Tremblay, Frederique [1 ]
Girard, Alexandre [1 ]
Bouchard, Joanie [1 ]
Minassian, Berge [4 ]
Laprise, Catherine [1 ]
Cossette, Patrick [2 ]
Girard, Simon L. [1 ]
机构
[1] Univ Quebec A Chicoutimi, Ctr Intersectoriel Sante Durable, Saguenay, PQ, Canada
[2] Univ Montreal, Axe Neurosci, Ctr Rech, Montreal, PQ, Canada
[3] Univ Montreal, Ctr Rech, CHU Ste Justine, Montreal, PQ, Canada
[4] UT SouthWestern Med Ctr, Dept Pediat & Neurol & Neurotherapeut, Dallas, TX USA
关键词
GENETICS;
D O I
10.1212/NXG.0000000000000416
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
ObjectivePolygenic risk scores (PRSs) are used to quantify the cumulative effects of a number of genetic variants, which may individually have a very small effect on susceptibility to a disease; we used PRSs to better understand the genetic contribution to common epilepsy and its subtypes.MethodsWe first replicated previous single associations using 373 unrelated patients. We then calculated PRSs in the same French Canadian patients with epilepsy divided into 7 epilepsy subtypes and population-based controls. We fitted a logistic mixed model to calculate the variance explained by the PRS using pseudo-R-2 statistics.ResultsWe show that the PRS explains more of the variance in idiopathic generalized epilepsy than in patients with nonacquired focal epilepsy. We also demonstrate that the variance explained is different within each epilepsy subtype.ConclusionsGlobally, we support the notion that PRSs provide a reliable measure to rightfully estimate the contribution of genetic factors to the pathophysiologic mechanism of epilepsies, but further studies are needed on PRSs before they can be used clinically.
引用
收藏
页数:7
相关论文
共 50 条
  • [31] Polygenic Risk Scores for Determining Number at Risk
    Zhao, Jinbo
    O'Hagan, Adrian
    Salter-Townshend, Michael
    IRISH JOURNAL OF MEDICAL SCIENCE, 2022, 191 (SUPPL 3) : S70 - S70
  • [32] Polygenic Risk Scores: Genomes to Risk Prediction
    Hayeck, Tristan J.
    Busby, George B.
    Chun, Sung
    Lewis, Anna C. F.
    Roberts, Megan C.
    Vilhjalmsson, Bjarni J.
    CLINICAL CHEMISTRY, 2023, 69 (06) : 551 - 557
  • [33] Management of atrial fibrillation: role of population screening, biomarkers, and polygenic risk scores
    Crea, Filippo
    EUROPEAN HEART JOURNAL, 2023, 44 (03) : 167 - 170
  • [34] The Evolving Story of Polygenic Risk Scores
    Nierenberg, Andrew A.
    PSYCHIATRIC ANNALS, 2023, 53 (05) : 190 - 190
  • [35] Polygenic Risk Scores in Breast Cancer
    Mina, Lida A.
    Arun, Banu
    CURRENT BREAST CANCER REPORTS, 2019, 11 (03) : 117 - 122
  • [36] Polygenic Risk Scores for Subtyping of Schizophrenia
    Chen, Jingchun
    Mize, Travis
    Wu, Jain-Shing
    Hong, Elliot
    Nimgaonkar, Vishwajit
    Kendler, Kenneth S.
    Allen, Daniel
    Oh, Edwin
    Netski, Alison
    Chen, Xiangning
    SCHIZOPHRENIA RESEARCH AND TREATMENT, 2020, 2020
  • [37] Polygenic Risk Scores in Human Disease
    Maamari, Dimitri J.
    Abou-Karam, Roukoz
    Fahed, Akl C.
    CLINICAL CHEMISTRY, 2025, 71 (01) : 69 - 76
  • [38] The construction of cross-population polygenic risk scores using transfer learning
    Zhao, Zhangchen
    Fritsche, Lars G.
    Smith, Jennifer A.
    Mukherjee, Bhramar
    Lee, Seunggeun
    AMERICAN JOURNAL OF HUMAN GENETICS, 2022, 109 (11) : 1998 - 2008
  • [39] Polygenic risk scores and rheumatic diseases
    Matthew A. Brown
    Zhixiu Li
    中华医学杂志英文版, 2021, 134 (21) : 2521 - 2524
  • [40] Polygenic risk scores for CARDINAL study
    Adebamowo, Clement A.
    Adeyemo, Adebowale
    Ashaye, Adeyinka
    Akpa, Onoja M.
    Chikowore, Tinashe
    Choudhury, Ananyo
    Fakim, Yasmina J.
    Fatumo, Segun
    Hanchard, Neil
    Hauser, Michael
    Mitchell, Braxton
    Mulder, Nicola
    Ofori-Acquah, Solomon F.
    Owolabi, Mayowa
    Ramsay, Michele
    Tayo, Bamidele
    VasanthKumar, Archana Bhavani
    Zhang, Yuji
    Adebamowo, Sally N.
    NATURE GENETICS, 2022, 54 (05) : 527 - 530