A model for co-occurrent assortative mating and vertical cultural transmission and its impact on measures of genetic associations
Herzig, A. F.; Nous, C.; Saint Pierre, A.; Perdry, H.
Show abstract
Assortative mating for a given phenotype is the phenomenon by which mates select each other based on their phenotypic similarity. Other phenomena can create positive correlation between the parents and the offsprings environment: vertical cultural transmission, or dynastic effects. When these phenomena occur together, they induce a gene-environment correlation at the population scale. It will impact genetic measures of associations such as SNP effect size and SNP-heritability. In this paper, we provide a complete mathematical modelling of both assortative mating and vertical cultural transmission in the classical framework of the polygenic additive model. We establish for the first time the theoretical evolution and equilibrium values of all quantities of interest involved. We then derive its consequences on typical genetic epidemiology analyses; including both population and family-based study designs. We show the consequences on heritability estimation, Genome-Wide Association Studies (GWAS), and the variance explained by polygenic scores. We validate our calculations through simple forward-time simulations.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Estimating the timing of multiple admixture events using 3-locus Linkage Disequilibrium 94%
- The effect of long-range linkage disequilibrium on allele-frequency dynamics under stabilizing selection 94%
- Estimating indirect parental genetic effects on offspring phenotypes using virtual parental genotypes derived from sibling and half sibling pairs 94%
Similar papers in this journal
Similar papers in this journal
- Inference with selection, varying population size and evolving population structure: Application of ABC to a forward-backward coalescent process with interactions 96%
- Inferring number of populations and changes in connectivity under the n-island model 93%
- Linkage disequilibrium under polysomic inheritance 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.