Abstract
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.
Original language | English |
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Article number | e12472 |
Pages (from-to) | 1-10 |
Number of pages | 10 |
Journal | Genes, Brain and Behavior |
Volume | 17 |
Issue number | 6 |
Early online date | 23 Mar 2018 |
DOIs | |
Publication status | Published - Jul 2018 |
Funding
National Institute of Mental Health, Grant/Award Number: R37 AG033590-08 ; Department of Psychology and Education of the VU University Amsterdam; Dutch Brain Foundation; Netherlands Scientific Organization (NWO), Grant/Award Number: 480-05-003; NIMH; Grand Opportunity, Grant/Award Numbers: 1RC2 MH089995-01, 1RC2MH089951-01; Foundation for the US National Institutes of Health (NIMH), Grant/Award Number: MH081802; National Institutes of Health (NIH), Grant/Award Number: R01D0042157-01A; Avera Institute for Human Genetics, Sioux Falls, South Dakota (USA); Biobanking and Biomolecular Resources Research Infrastructure (BBMRI–NL), Grant/Award Number: 184.021.007; Spinozapremie, Grant/Award Number: 56-464-14192; Middelgroot, Grant/ AwardNumber:911-09-032;ZonMWAddiction, Grant/Award Number: 31160008; NWO-VENI, Grant/Award Number: 451-04-034; NWO-bilateral agreement, Grant/Award Number: 463-06-001; NWO: MagW/ZonMW, Grant/Award Numbers: 400-05-717, 480-04-004, 904-61-193, 985-10-002, 904-61-090; Foundation Volksbond Rotterdam Netherlands Organization for Scientific Research; Royal Netherlands Academy of Science Professor Award, Grant/ Award Number: PAH/6635 The authors thank all the twins and family members. This project was made possible by the National Institutes of Health (NIH, R37 AG033590-08 to J.T.C.). KJHV is supported by the Foundation Volks-bond Rotterdam. M.G.N. is supported by Royal Netherlands Academy of Science Professor Award (PAH/6635 to D.I.B.). Data collection was supported by the Netherlands Organization for Scientific Research (NWO: MagW/ZonMW grants 904-61-090, 985-10-002, 904-61-193, 480-04-004, 400-05-717, NWO-bilateral agreement 463-06-001, NWO-VENI 451-04-034, Addiction-31160008, Middelgroot-911-09-032, Spinozapremie 56-464-14192), Biobanking and Biomolecular Resources Research Infrastructure (BBMRI–NL, 184.021.007). Genotyping was also supported by the Avera Institute for Human Genetics, Sioux Falls, South Dakota (USA) and the National Institutes of Health (NIH, R01D0042157-01A), the Genetic Association Information Network (GAIN) of the Foundation for the US National Institutes of Health (NIMH, MH081802) and by the Grand Opportunity grants 1RC2MH089951-01 and 1RC2 MH089995-01 from the NIMH. Part of the analyses was carried out on the Genetic Cluster Computer (http://www.geneticcluster.org), which is financially supported by the Netherlands Scientific Organization (NWO 480-05-003), the Dutch Brain Foundation and the Department of Psychology and Education of the VU University Amsterdam.
Funders | Funder number |
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Avera Institute for Human Genetics | |
BBMRI | 56-464-14192, 184.021.007, :911-09-032 |
Biobanking and Biomolecular Resources Research Infrastructure | |
Dutch Brain Foundation | |
Foundation Volks-bond Rotterdam | |
Foundation Volksbond Rotterdam | |
Foundation Volksbond Rotterdam Netherlands Organization for Scientific Research | |
NWO-VENI | |
NWO-bilateral | 463-06-001, NWO-VENI 451-04-034 |
NWObilateral | |
National Institute ofMentalHealth | |
Netherlands Organization for Scientific Research | 480-04-004, 904-61-090, 400-05-717, 904-61-193, 985-10-002 |
Netherlands Scientific Organization | |
Royal Netherlands Academy of Science | PAH/6635 |
Spinozapremie | |
ZonMWAddiction | 31160008 |
National Institutes of Health | R01D0042157-01A |
National Institute of Mental Health | 1RC2MH089951-01, 1RC2 MH089995-01, MH081802 |
National Institute on Aging | R01AG033590 |
Vrije Universiteit Amsterdam | |
Nederlandse Organisatie voor Wetenschappelijk Onderzoek | 480-05-003 |
Keywords
- genetic correlation
- genetic prediction
- loneliness
- major depressive disorder
- polygenic scores
Cohort Studies
- Netherlands Twin Register (NTR)