Related Experiment Video
Updated: Jul 9, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
The genomic footprint of social stratification in admixing American populations
Alex Mas-Sandoval1,2, Sara Mathieson3, Matteo Fumagalli1,4
1Department of Life Sciences, Silwood Park Campus, Imperial College London, London, United Kingdom.
Abstract:
Cultural and socioeconomic differences stratify human societies and shape their genetic structure beyond the sole effect of geography. Despite mating being limited by sociocultural stratification, most demographic models in population genetics often assume random mating. Taking advantage of the correlation between sociocultural stratification and the proportion of genetic ancestry in admixed populations, we sought to infer the former process in the Americas. To this aim, we define a mating model where the individual proportions of the genome inherited from Native American, European, and sub-Saharan African ancestral populations constrain the mating probabilities through ancestry-related assortative mating and sex bias parameters. We simulate a wide range of admixture scenarios under this model. Then, we train a deep neural network and retrieve good performance in predicting mating parameters from genomic data. Our results show how population stratification, shaped by socially constructed racial and gender hierarchies, has constrained the admixture processes in the Americas since the European colonization and the subsequent Atlantic slave trade.
Related Concept Videos
What is Population Genetics?
Genetic Drift
Genomic Imprinting and Inheritance
The expression of some genes depends on which parent passed the gene to the offspring, through a phenomenon known as...
Gene Flow
Genetic Variation
Genes exist in different versions called alleles,...
Stratified Sampling Method
To choose a stratified sample, divide the population into groups called strata and then take a...

