PATHWAY-BASED POLYGENIC RISK SCORES USING MACHINE LEARNING CLASSIFICATION SCHEMES: APPLICATION TO BIPOLAR DISORDER

被引:0
|
作者
Panagiotaropoulou, Georgia [1 ]
Chen, Junfang [2 ]
Ripke, Stephan [1 ]
机构
[1] Charite, Berlin, Germany
[2] Heidelberg Univ, Heidelberg, Germany
关键词
D O I
10.1016/j.euroneuro.2021.08.194
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
TH20
引用
收藏
页码:E205 / E205
页数:1
相关论文
共 50 条
  • [31] Polygenic risk scores and machine learning improve glaucoma prediction
    Gao, Xiaoyi Raymond
    Lin, Yizi
    Chiariglione, Marion
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2021, 62 (08)
  • [32] Discriminating bipolar depression from major depressive disorder with polygenic risk scores
    Liebers, David T.
    Pirooznia, Mehdi
    Ganna, Andrea
    Goes, Fernando S.
    PSYCHOLOGICAL MEDICINE, 2021, 51 (09) : 1451 - 1458
  • [33] Use of schizophrenia and bipolar disorder polygenic risk scores to identify psychotic disorders
    Calafato, Maria Stella
    Thygesen, Johan H.
    Ranlund, Siri
    Zartaloudi, Eirini
    Cahn, Wiepke
    Crespo-Facorro, Benedicto
    Diez-Revuelta, Alvaro
    Di Forti, Marta
    Hall, Mei-Hua
    Iyegbe, Conrad
    Jablensky, Assen
    Kahn, Rene
    Kalaydjieva, Luba
    Kravariti, Eugenia
    Lin, Kuang
    McDonald, Colm
    McIntosh, Andrew M.
    McQuillin, Andrew
    Picchioni, Marco
    Rujescu, Dan
    Shaikh, Madiha
    Toulopoulou, Timothea
    Van Os, Jim
    Vassos, Evangelos
    Walshe, Muriel
    Powell, John
    Lewis, Cathryn M.
    Murray, Robin M.
    Bramon, Elvira
    BRITISH JOURNAL OF PSYCHIATRY, 2018, 213 (03) : 535 - 541
  • [34] Impact of head injury and polygenic risk scores on illness course in bipolar disorder
    Wille, L.
    Lopes, F.
    Kassem, L.
    McMahon, F. J.
    BIPOLAR DISORDERS, 2017, 19 : 116 - 117
  • [35] USING CHRONOTYPE AND POLYGENIC RISK SCORES TO PREDICT AGE OF MOOD SYMPTOM ONSET IN PEOPLE WITH BIPOLAR DISORDER
    Miranda, Alannah
    Holloway, Breanna
    Perry, William
    Minassian, Arpi
    McCarthy, Michael
    SLEEP, 2024, 47
  • [36] MULTIVARIATE POLYGENIC RISK SCORES INCREASES ACCURACY OF RISK PREDICTION FOR SCHIZOPHRENIA, BIPOLAR DISORDER, AND MAJOR DEPRESSIVE DISORDER
    Maier, Robert
    Wray, Naomi
    Robinson, Matt
    Lee, Sang Hong
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2017, 27 : S110 - S110
  • [37] Pathway-Based Polygenic Risk Scores for Schizophrenia and Associations With Reported Psychotic-like Experiences and Neuroimaging Phenotypes in the UK Biobank
    Barbu, Miruna C.
    Viejo-Romero, Maria
    Thng, Gladi
    Adams, Mark J.
    Marwick, Katie
    Grant, Seth G. N.
    Mcintosh, Andrew M.
    Lawrie, Stephen M.
    Whalley, Heather C.
    BIOLOGICAL PSYCHIATRY: GLOBAL OPEN SCIENCE, 2023, 3 (04): : 814 - 823
  • [38] Structural neuroimaging phentoypes associated with cardiovascular polygenic risk scores in youth bipolar disorder
    Kulkarni, Nidhi
    Jiang, Xinyue
    Kennedy, James L.
    Birmaher, Boris
    Young, L. Trevor
    Zai, Clement C.
    Goldstein, Benjamin
    BIPOLAR DISORDERS, 2024, 26 : 16 - 16
  • [39] USE OF POLYGENIC RISK SCORES IN BIPOLAR DISORDER SUB-PHENOTYPES: A SYSTEMATIC REVIEW
    Solares-Bravo, Melissa
    Ercis, Mete
    Frye, Mark A.
    Veldic, Marin
    Winham, Stacey J.
    Ozerdem, Aysegul
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2023, 75 : S182 - S183
  • [40] MULTIPLE POLYGENIC SCORES AND MOOD DISORDER ONSET IN CONTEXT OF FAMILIAL RISK FOR BIPOLAR DISORDER AND DEVELOPMENTAL PSYCHOPATHOLOGY
    Freeman, Kathryn
    Zwicker, Alyson
    Fullerton, Janice
    Hafeman, Danella
    van Haren, Neeltje E. M.
    Goldstein, Benjamin
    Stapp, Emma
    de la Serna, Elena
    Castro-Fornieles, Josefina
    Hellegers, Manon H. J.
    Birmaher, Boris
    Mitchell, Philip
    Alda, Martin
    Nurnberger, John
    Uher, Rudolf
    EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2024, 87 : 7 - 8