A meta-analysis of genome-wide studies of resilience in the German population

被引:0
|
作者
Herrera-Rivero, Marisol [1 ,2 ,3 ,4 ]
Garvert, Linda [5 ]
Horn, Katrin [6 ,7 ]
Loebner, Margrit [8 ]
Weitzel, Elena Caroline [8 ]
Stoll, Monika [2 ,9 ]
Lichtner, Peter [10 ]
Teismann, Henning [11 ]
Teumer, Alexander [5 ,12 ]
van der Auwera, Sandra [5 ,13 ]
Voelzke, Henry [12 ,14 ]
Voelker, Uwe [12 ,15 ]
Andlauer, Till F. M. [16 ]
Meinert, Susanne [17 ]
Heilmann-Heimbach, Stefanie [18 ,19 ]
Forstner, Andreas J. [18 ,19 ,20 ]
Streit, Fabian [21 ,22 ,23 ,24 ]
Witt, Stephanie H. [21 ,24 ]
Kircher, Tilo [25 ]
Dannlowski, Udo [17 ]
Scholz, Markus [6 ,7 ]
Riedel-Heller, Steffi G. [8 ]
Grabe, Hans J. [5 ,13 ]
Baune, Bernhard T. [1 ,3 ,4 ,26 ,27 ]
Berger, Klaus [11 ]
机构
[1] Univ Munster, Dept Psychiat, Munster, Germany
[2] Univ Munster, Inst Human Genet, Dept Genet Epidemiol, Munster, Germany
[3] Univ Munster, Joint Inst Individualisat Changing Environm JICE, Munster, Germany
[4] Bielefeld Univ, Munster, Germany
[5] Univ Med Greifswald, Dept Psychiat & Psychotherapy, Greifswald, Germany
[6] Univ Leipzig, Inst Med Informat Stat & Epidemiol, Med Fac, Leipzig, Germany
[7] Univ Leipzig, Med Fac, LIFE Res Ctr Civilizat Dis, Leipzig, Germany
[8] Univ Leipzig, Med Fac, Inst Social Med Occupat Hlth & Publ Hlth ISAP, Leipzig, Germany
[9] Maastricht Univ, Dept Biochem Genet Epidemiol & Stat Genet, Maastricht, Netherlands
[10] Helmholtz Ctr Munich, Core Facil Genom, Munich, Germany
[11] Univ Munster, Inst Epidemiol & Social Med, Munster, Germany
[12] German Ctr Cardiovasc Res DZHK, Partner Site Greifswald, Greifswald, Germany
[13] German Ctr Neurodegenerat Dis DZNE, Site Rostock Greifswald, Greifswald, Germany
[14] Univ Med Greifswald, Inst Community Med, Greifswald, Germany
[15] Univ Med Greifswald, Interfac Inst Genet & Funct Genom, Greifswald, Germany
[16] Tech Univ Munich, Sch Med, Dept Neurol, Klinikum Rechts Isar, Munich, Germany
[17] Univ Munster, Inst Translat Psychiat, Munster, Germany
[18] Univ Bonn, Inst Human Genet, Sch Med, Bonn, Germany
[19] Univ Hosp Bonn, Bonn, Germany
[20] Res Ctr Julich, Inst Neurosci & Med INM 1, Julich, Germany
[21] Heidelberg Univ, Cent Inst Mental Hlth, Med Fac Mannheim, Dept Genet Epidemiol Psychiat, Mannheim, Germany
[22] Heidelberg Univ, Cent Inst Mental Hlth, Med Fac Mannheim, Dept Psychiat & Psychotherapy, Mannheim, Germany
[23] Heidelberg Univ, Hector Inst Artificial Intelligence Psychiat, Cent Inst Mental Hlth, Med Fac Mannheim, Mannheim, Germany
[24] German Ctr Mental Hlth DZPG, Partner Site Mannheim Heidelberg Ulm, Ulm, Germany
[25] Univ Marburg, Dept Psychiat & Psychotherapy, Marburg, Germany
[26] Univ Melbourne, Melbourne Med Sch, Dept Psychiat, Melbourne, Australia
[27] Univ Melbourne, Florey Inst Neurosci & Mental Hlth, Parkville, Vic, Australia
关键词
PROSPECTIVE CARDIOVASCULAR MUNSTER; GENOTYPE IMPUTATION; CORONARY EVENTS; CELLS; RISK;
D O I
10.1038/s41380-024-02688-1
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Resilience is the capacity to adapt to stressful life events. As such, this trait is associated with physical and mental functions and conditions. Here, we aimed to identify the genetic factors contributing to shape resilience. We performed variant- and gene-based meta-analyses of genome-wide association studies from six German cohorts (N = 15822) using the 11-item version of the Resilience Scale (RS-11) as outcome measure. Variant- and gene-level results were combined to explore the biological context using network analysis. In addition, we conducted tests of correlation between RS-11 and the polygenic scores (PGSs) for 12 personality and mental health traits in one of these cohorts (PROCAM-2, N = 3879). The variant-based analysis found no signals associated with resilience at the genome-wide level (p < 5 x 10(-8)), but suggested five genomic loci (p < 1 x 10(-5)). The gene-based analysis identified three genes (ROBO1, CIB3 and LYPD4) associated with resilience at genome-wide level (p < 2.48 x 10(-6)) and 32 potential candidates (p < 1 x 10(-4)). Network analysis revealed enrichment of biological pathways related to neuronal proliferation and differentiation, synaptic organization, immune responses and vascular homeostasis. We also found significant correlations (FDR < 0.05) between RS-11 and the PGSs for neuroticism and general happiness. Overall, our observations suggest low heritability of resilience. Large, international efforts will be required to uncover the genetic factors that contribute to shape trait resilience. Nevertheless, as the largest investigation of the genetics of resilience in general population to date, our study already offers valuable insights into the biology potentially underlying resilience and resilience's relationship with other personality traits and mental health.
引用
收藏
页码:497 / 505
页数:9
相关论文
共 50 条
  • [1] The meta-analysis of genome-wide association studies
    Thompson, John R.
    Attia, John
    Minelli, Cosetta
    BRIEFINGS IN BIOINFORMATICS, 2011, 12 (03) : 259 - 269
  • [2] Meta-analysis in genome-wide association studies
    Zeggini, E.
    Ioannidis, J. P. A.
    PHARMACOGENOMICS, 2009, 10 (02) : 191 - 201
  • [3] Genome-Wide Meta-Analysis of Sciatica in Finnish Population
    Lemmela, Susanna
    Solovieva, Svetlana
    Shiri, Rahman
    Benner, Christian
    Heliovaara, Markku
    Kettunen, Johannes
    Anttila, Verneri
    Ripatti, Samuli
    Perola, Markus
    Seppala, Ilkka
    Juonala, Markus
    Kahonen, Mika
    Salomaa, Veikko
    Viikari, Jorma
    Raitakari, Olli T.
    Lehtimaki, Terho
    Palotie, Aarno
    Viikari-Juntura, Eira
    Husgafvel-Pursiainen, Kirsti
    PLOS ONE, 2016, 11 (10):
  • [4] Meta-analysis of genome-wide association studies for panic disorder in the Japanese population
    T Otowa
    Y Kawamura
    N Nishida
    N Sugaya
    A Koike
    E Yoshida
    K Inoue
    S Yasuda
    Y Nishimura
    X Liu
    Y Konishi
    F Nishimura
    T Shimada
    H Kuwabara
    M Tochigi
    C Kakiuchi
    T Umekage
    T Miyagawa
    A Miyashita
    E Shimizu
    J Akiyoshi
    T Someya
    T Kato
    T Yoshikawa
    R Kuwano
    K Kasai
    N Kato
    H Kaiya
    K Tokunaga
    Y Okazaki
    H Tanii
    T Sasaki
    Translational Psychiatry, 2012, 2 : e186 - e186
  • [5] Meta-analysis of genome-wide association studies for panic disorder in the Japanese population
    Otowa, T.
    Kawamura, Y.
    Nishida, N.
    Sugaya, N.
    Koike, A.
    Yoshida, E.
    Inoue, K.
    Yasuda, S.
    Nishimura, Y.
    Liu, X.
    Konishi, Y.
    Nishimura, F.
    Shimada, T.
    Kuwabara, H.
    Tochigi, M.
    Kakiuchi, C.
    Umekage, T.
    Miyagawa, T.
    Miyashita, A.
    Shimizu, E.
    Akiyoshi, J.
    Someya, T.
    Kato, T.
    Yoshikawa, T.
    Kuwano, R.
    Kasai, K.
    Kato, N.
    Kaiya, H.
    Tokunaga, K.
    Okazaki, Y.
    Tanii, H.
    Sasaki, T.
    TRANSLATIONAL PSYCHIATRY, 2012, 2 : e186 - e186
  • [6] On individual genome-wide association studies and their meta-analysis
    Pei, Yu-Fang
    Zhang, Lei
    Papasian, Christopher J.
    Wang, Yu-Ping
    Deng, Hong-Wen
    HUMAN GENETICS, 2014, 133 (03) : 265 - 279
  • [7] On individual genome-wide association studies and their meta-analysis
    Yu-Fang Pei
    Lei Zhang
    Christopher J. Papasian
    Yu-Ping Wang
    Hong-Wen Deng
    Human Genetics, 2014, 133 : 265 - 279
  • [8] The Power of Meta-Analysis in Genome-Wide Association Studies
    Panagiotou, Orestis A.
    Willer, Cristen J.
    Hirschhorn, Joel N.
    Ioannidis, John P. A.
    ANNUAL REVIEW OF GENOMICS AND HUMAN GENETICS, VOL 14, 2013, 14 : 441 - 465
  • [9] Meta-analysis of genome-wide association studies for personality
    M H M de Moor
    P T Costa
    A Terracciano
    R F Krueger
    E J C de Geus
    T Toshiko
    B W J H Penninx
    T Esko
    P A F Madden
    J Derringer
    N Amin
    G Willemsen
    J-J Hottenga
    M A Distel
    M Uda
    S Sanna
    P Spinhoven
    C A Hartman
    P Sullivan
    A Realo
    J Allik
    A C Heath
    M L Pergadia
    A Agrawal
    P Lin
    R Grucza
    T Nutile
    M Ciullo
    D Rujescu
    I Giegling
    B Konte
    E Widen
    D L Cousminer
    J G Eriksson
    A Palotie
    L Peltonen
    M Luciano
    A Tenesa
    G Davies
    L M Lopez
    N K Hansell
    S E Medland
    L Ferrucci
    D Schlessinger
    G W Montgomery
    M J Wright
    Y S Aulchenko
    A C J W Janssens
    B A Oostra
    A Metspalu
    Molecular Psychiatry, 2012, 17 : 337 - 349
  • [10] Meta-analysis of genome-wide association studies for personality
    de Moor, M. H. M.
    Costa, P. T.
    Terracciano, A.
    Krueger, R. F.
    de Geus, E. J. C.
    Toshiko, T.
    Penninx, B. W. J. H.
    Esko, T.
    Madden, P. A. F.
    Derringer, J.
    Amin, N.
    Willemsen, G.
    Hottenga, J-J
    Distel, M. A.
    Uda, M.
    Sanna, S.
    Spinhoven, P.
    Hartman, C. A.
    Sullivan, P.
    Realo, A.
    Allik, J.
    Heath, A. C.
    Pergadia, M. L.
    Agrawal, A.
    Lin, P.
    Grucza, R.
    Nutile, T.
    Ciullo, M.
    Rujescu, D.
    Giegling, I.
    Konte, B.
    Widen, E.
    Cousminer, D. L.
    Eriksson, J. G.
    Palotie, A.
    Peltonen, L.
    Luciano, M.
    Tenesa, A.
    Davies, G.
    Lopez, L. M.
    Hansell, N. K.
    Medland, S. E.
    Ferrucci, L.
    Schlessinger, D.
    Montgomery, G. W.
    Wright, M. J.
    Aulchenko, Y. S.
    Janssens, A. C. J. W.
    Oostra, B. A.
    Metspalu, A.
    MOLECULAR PSYCHIATRY, 2012, 17 (03) : 337 - 349