4.2 Article

Predicting loneliness with polygenic scores of social, psychological and psychiatric traits

期刊

GENES BRAIN AND BEHAVIOR
卷 17, 期 6, 页码 -

出版社

WILEY
DOI: 10.1111/gbb.12472

关键词

genetic correlation; genetic prediction; loneliness; major depressive disorder; polygenic scores

资金

  1. National Institute of Mental Health [R37 AG033590-08]
  2. Department of Psychology and Education of the VU University Amsterdam
  3. Dutch Brain Foundation
  4. Netherlands Scientific Organization (NWO) [480-05-003]
  5. NIMH [1RC2 MH089995-01, 1RC2MH089951-01]
  6. Foundation for the US National Institutes of Health (NIMH) [MH081802]
  7. National Institutes of Health (NIH) [R01D0042157-01A]
  8. Avera Institute for Human Genetics, Sioux Falls, South Dakota (USA)
  9. Biobanking and Biomolecular Resources Research Infrastructure (BBMRI-NL) [184.021.007]
  10. Spinozapremie [56-464-14192]
  11. Middelgroot [911-09-032]
  12. ZonMW Addiction [31160008]
  13. NWO-VENI [451-04-034]
  14. NWO-bilateral agreement [463-06-001]
  15. NWO: MagW/ZonMW [400-05-717, 480-04-004, 904-61-193, 985-10-002, 904-61-090]
  16. Foundation Volksbond Rotterdam Netherlands Organization for Scientific Research
  17. Royal Netherlands Academy of Science Professor Award [PAH/6635]

向作者/读者索取更多资源

Loneliness is a heritable trait that accompanies multiple disorders. The association between loneliness and mental health indices may partly be due to inherited biological factors. We constructed polygenic scores for 27 traits related to behavior, cognition and mental health and tested their prediction for self-reported loneliness in a population-based sample of 8798 Dutch individuals. Polygenic scores for major depressive disorder (MDD), schizophrenia and bipolar disorder were significantly associated with loneliness. Of the Big Five personality dimensions, polygenic scores for neuroticism and conscientiousness also significantly predicted loneliness, as did the polygenic scores for subjective well-being, tiredness and self-rated health. When including all polygenic scores simultaneously into one model, only 2 major depression polygenic scores remained as significant predictors of loneliness. When controlling only for these 2 MDD polygenic scores, only neuroticism and schizophrenia remain significant. The total variation explained by all polygenic scores collectively was 1.7%. The association between the propensity to feel lonely and the susceptibility to psychiatric disorders thus pointed to a shared genetic etiology. The predictive power of polygenic scores will increase as the power of the genome-wide association studies on which they are based increases and may lead to clinically useful polygenic scores that can inform on the genetic predisposition to loneliness and mental health.

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