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Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

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  • 23Me Res Team
  • COGENT Cognitive Genomics Consorti
  • Social Sci Genetic Assoc Consortiu

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Original languageEnglish
Pages (from-to)1112-+
Number of pages16
JournalNature Genetics
Volume50
Issue number8
Early online date23 Jul 2018
DOIs
Publication statusPublished - Aug 2018

Abstract

Here we conducted a large-scale genetic association analysis of educational attainment in a sample of approximately 1.1 million individuals and identify 1,271 independent genome-wide-significant SNPs. For the SNPs taken together, we found evidence of heterogeneous effects across environments. The SNPs implicate genes involved in brain-development processes and neuron-to-neuron communication. In a separate analysis of the X chromosome, we identify 10 independent genome-wide-significant SNPs and estimate a SNP heritability of around 0.3% in both men and women, consistent with partial dosage compensation. A joint (multi-phenotype) analysis of educational attainment and three related cognitive phenotypes generates polygenic scores that explain 11-13% of the variance in educational attainment and 7-10% of the variance in cognitive performance. This prediction accuracy substantially increases the utility of polygenic scores as tools in research.

    Research areas

  • MAPPING CAUSAL VARIANTS, HUMAN TRAITS, HUMAN BRAIN, STATISTICS, HERITABILITY, METAANALYSIS, INTELLIGENCE, LOCI, GWAS, POPULATIONS

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