Genome-wide association study of dietary intake in the UK biobank study and its associations with schizophrenia and other traits.
Autor: | Niarchou M; Institute for Molecular Biosciences, University of Queensland, Brisbane, QLD, Australia. niarchoum@cardiff.ac.uk.; Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK. niarchoum@cardiff.ac.uk.; Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States. niarchoum@cardiff.ac.uk., Byrne EM; Institute for Molecular Biosciences, University of Queensland, Brisbane, QLD, Australia., Trzaskowski M; Max Kelsen, Beyond AI, Brisbane, Australia., Sidorenko J; Institute for Molecular Biosciences, University of Queensland, Brisbane, QLD, Australia.; Esthonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia., Kemper KE; Institute for Molecular Biosciences, University of Queensland, Brisbane, QLD, Australia., McGrath JJ; Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia.; Queensland Centre for Mental Health Research, The Park Centre for Mental Health, Wacol, QLD, Australia.; National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark., O' Donovan MC; Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK., Owen MJ; Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK., Wray NR; Institute for Molecular Biosciences, University of Queensland, Brisbane, QLD, Australia.; Queensland Brain Institute, University of Queensland, Brisbane, QLD, Australia. |
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Jazyk: | angličtina |
Zdroj: | Translational psychiatry [Transl Psychiatry] 2020 Feb 03; Vol. 10 (1), pp. 51. Date of Electronic Publication: 2020 Feb 03. |
DOI: | 10.1038/s41398-020-0688-y |
Abstrakt: | Motivated by observational studies that report associations between schizophrenia and traits, such as poor diet, increased body mass index and metabolic disease, we investigated the genetic contribution to dietary intake in a sample of 335,576 individuals from the UK Biobank study. A principal component analysis applied to diet question item responses generated two components: Diet Component 1 (DC1) represented a meat-related diet and Diet Component 2 (DC2) a fish and plant-related diet. Genome-wide association analysis identified 29 independent single-nucleotide polymorphisms (SNPs) associated with DC1 and 63 SNPs with DC2. Estimated from over 35,000 3rd-degree relative pairs that are unlikely to share close family environments, heritabilities for both DC1 and DC2 were 0.16 (standard error (s.e.) = 0.05). SNP-based heritability was 0.06 (s.e. = 0.003) for DC1 and 0.08 (s.e = 0.004) for DC2. We estimated significant genetic correlations between both DCs and schizophrenia, and several other traits. Mendelian randomisation analyses indicated a negative uni-directional relationship between liability to schizophrenia and tendency towards selecting a meat-based diet (which could be direct or via unidentified correlated variables), but a bi-directional relationship between liability to schizophrenia and tendency towards selecting a fish and plant-based diet consistent with genetic pleiotropy. |
Databáze: | MEDLINE |
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