ArticlePloS one2015
Educational attainment influences levels of homozygosity through migration and assortative mating.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 3 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
29 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Declining autozygosity over time: An exploration in over 1 million individuals from three diverse cohorts.American journal of human genetics · 2023Pooled it
- Associations of autozygosity with a broad range of human phenotypes.Nature communications · 2019Pooled it
- Pooled it
- Genetic effects on migration behavior contribute to increasing spatial differentiation at trait-associated loci in Estonia.iScience · 2025Article
- Assortative Mating Is a Natural Consequence of Heritable Variation in Preferences and Preferred Traits.Psychological science · 2025Article
- Educational Influences on Late-Life Health: Genetic Propensity and Attained Education.The journals of gerontology. Series B, Psychological sciences and social sciences · 2024Article
- Partners in Health: Investigating Social Genetic Effects Among Married and Cohabiting Couples.Behavior genetics · 2023Article
- The mechanism of assortative mating for educational attainment: a study of Finnish and Dutch twins and their spouses.Frontiers in genetics · 2023Article
- Assortative mating on blood type: Evidence from one million Chinese pregnancies.Proceedings of the National Academy of Sciences of the United States of America · 2022Article
- Exploring the Relationships Between Autozygosity, Educational Attainment, and Cognitive Ability in a Contemporary, Trans-Ancestral American Sample.Behavior genetics · 2022Article
- Estimating effects of parents' cognitive and non-cognitive skills on offspring education using polygenic scores.Nature communications · 2022Article
- Ethnic Identity and Genome Wide Runs of Homozygosity.Behavior genetics · 2021Article
- Long tracks of homozygosity predict the severity of alcohol use disorders in an American Indian population.Molecular psychiatry · 2021Article
- Cognitive ability and education: How behavioural genetic research has advanced our knowledge and understanding of their association.Neuroscience and biobehavioral reviews · 2020Review
- Population phenomena inflate genetic associations of complex social traits.Science advances · 2020Article
- Genetic correlates of social stratification in Great Britain.Nature human behaviour · 2019Article
- Extreme inbreeding in a European ancestry sample from the contemporary UK population.Nature communications · 2019Observational
- Regions of homozygosity as risk factors for multiple myeloma.Annals of human genetics · 2019Article
- Associations between loneliness and personality are mostly driven by a genetic association with Neuroticism.Journal of personality · 2019Article
- Genomic evidence for MHC disassortative mating in humans.Proceedings. Biological sciences · 2019Article
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
Individuals with a higher education are more likely to migrate, increasing the chance of meeting a spouse with a different ancestral background. In this context, the presence of strong educational assortment can result in greater ancestry differences within more educated spouse pairs, while less educated individuals are more likely to mate with someone with whom they share more ancestry. We examined the association between educational attainment and F roh (= the proportion of the genome consisting of runs of homozygosity [ROHs]) in ~2,000 subjects of Dutch ancestry. The subjects' own educational attainment showed a nominally significant negative association with F roh (p = .045), while the contribution of parental education to offspring F roh was highly significant (father: p < 10(-5); mother: p = 9 × 10(-5)), with more educated parents having offspring with fewer ROHs. This association was significantly and fully mediated by the physical distance between parental birthplaces (paternal education: pmediation = 2.4 × 10(-4); maternal education: pmediation = 2.3 × 10(-4)), which itself was also significantly associated with F roh (p = 9 × 10(-5)). Ancestry-informative principal components from the offspring showed a significantly decreasing association with geography as parental education increased, consistent with the significantly higher migration rates among more educated parents. Parental education also showed a high spouse correlation (Spearman's ρ = .66, p = 3 × 10(-262)). We show that less educated parents are less likely to mate with the more mobile parents with a higher education, creating systematic differences in homozygosity due to ancestry differences not directly captured by ancestry-informative principal components (PCs). Understanding how behaviors influence the genomic structure of a population is highly valuable for studies on the genetic etiology of behavioral, cognitive, and social traits.
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