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Inference of natural selection from ancient DNA

Marianne Dehasque, María C. Ávila‐Arcos, David Díez‐del‐Molino, Matteo Fumagalli, Katerina Guschanski, Eline D. Lorenzen, Anna‐Sapfo Malaspinas, Tomàs Marquès‐Bonet, Michael D. Martin, Gemma G. R. Murray, Alexander S. T. Papadopulos, Nina Overgaard Therkildsen, Daniel Wegmann, Love Dalén, Andrew D. Foote

2020Evolution Letters82 citationsDOIOpen Access PDF

Abstract

Evolutionary processes, including selection, can be indirectly inferred based on patterns of genomic variation among contemporary populations or species. However, this often requires unrealistic assumptions of ancestral demography and selective regimes. Sequencing ancient DNA from temporally spaced samples can inform about past selection processes, as time series data allow direct quantification of population parameters collected before, during, and after genetic changes driven by selection. In this Comment and Opinion, we advocate for the inclusion of temporal sampling and the generation of paleogenomic datasets in evolutionary biology, and highlight some of the recent advances that have yet to be broadly applied by evolutionary biologists. In doing so, we consider the expected signatures of balancing, purifying, and positive selection in time series data, and detail how this can advance our understanding of the chronology and tempo of genomic change driven by selection. However, we also recognize the limitations of such data, which can suffer from postmortem damage, fragmentation, low coverage, and typically low sample size. We therefore highlight the many assumptions and considerations associated with analyzing paleogenomic data and the assumptions associated with analytical methods.

Topics & Concepts

InferenceSelection (genetic algorithm)Ancient DNANatural selectionEvolutionary biologyPopulation genomicsBiologyPopulationNegative selectionPopulation geneticsGenomicsComputer scienceMachine learningArtificial intelligenceGenomeGeneticsDemographySociologyGeneGenetic diversity and population structureForensic and Genetic ResearchArchaeology and ancient environmental studies
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