Abstract
Genome-wide association studies (GWAS) of psychological traits are generally conducted on (dichotomized) sums of items or symptoms (e.g., case-control status), and not on the individual items or symptoms themselves. We conduct large-scale GWAS on 12 neuroticism items and observe notable and replicable variation in genetic signal between items. Within samples, genetic correlations among the items range between 0.38 and 0.91 (mean r g =.63), indicating genetic heterogeneity in the full item set. Meta-analyzing the two samples, we identify 255 genome-wide significant independent genomic regions, of which 138 are item-specific. Genetic analyses and genetic correlations with 33 external traits support genetic differences between the items. Hierarchical clustering analysis identifies two genetically homogeneous item clusters denoted depressed affect and worry. We conclude that the items used to measure neuroticism are genetically heterogeneous, and that biological understanding can be gained by studying them in genetically more homogeneous clusters.
Original language | English |
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Article number | 905 |
Pages (from-to) | 1-10 |
Number of pages | 10 |
Journal | Nature Communications |
Volume | 9 |
Issue number | 1 |
DOIs | |
Publication status | Published - 2 Mar 2018 |
Funding
This work was funded by The Netherlands Organization for Scientific Research (NWO MagW VIDI 452-12-014; NWO VICI 453-14-005). The analyses were carried out on the Genetic Cluster Computer, which is financed by the Netherlands Organization for Scientific Research (NWO: 480-05-003), by the VU University (Amsterdam, The Netherlands), and by the Dutch Brain Foundation, and is hosted by the Dutch National Computing and Networking Services SurfSARA. This research has been conducted using the UK Biobank Resource, application number 16406. We thank the participants and researchers who collected and contributed to the data. Summary statistics will be made available for download from http://ctglab.vu.nl
Funders | Funder number |
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Dutch Brain Foundation | |
Dutch National Computing and Networking Services | |
Netherlands Organization for Scientific Research | |
Vrije Universiteit Amsterdam | |
Nederlandse Organisatie voor Wetenschappelijk Onderzoek | 480-05-003, VICI 453-14-005, MagW VIDI 452-12-014 |