Predicting Loneliness with Polygenic Scores of Social, Psychological, and Psychiatric Traits.
نویسندگان
چکیده
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 8,798 Dutch individuals. Polygenic scores for major depressive disorder, 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 two major depression polygenic scores remained as significant predictors of loneliness. When controlling only for these two 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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عنوان ژورنال:
- Genes, brain, and behavior
دوره شماره
صفحات -
تاریخ انتشار 2018