Genome Research · 2017 · 115 citations · 60 references
Life SciencesEvolutionary BiologyGeneticsGenomicsHuman EvolutionMolecular EvolutionAncient DnaAncient Dna GenomicsEvolutionLineage ReconstructionNatural SelectionSelection SignaturesGenome-wide Background SelectionGenomic Background SelectionHuman TraitsNatural Selection DetectionNeutral EvolutionPositive SelectionSelective Sweep DetectionSelective Sweeps
Natural selection that affected modern humans early in their evolution has likely shaped some of the traits that set present-day humans apart from their closest extinct and living relatives. The ability to detect ancient natural selection in the human genome could provide insights into the molecular basis for these human-specific traits. Here, we introduce a method for detecting ancient selective sweeps by scanning for extended genomic regions where our closest extinct relatives, Neandertals and Denisovans, fall outside of the present-day human variation. Regions that are unusually long indicate the presence of lineages that reached fixation in the human population faster than expected under neutral evolution. Using simulations, we show that the method is able to detect ancient events of positive selection and that it can differentiate those from background selection. Applying our method to the 1000 Genomes data set, we find evidence for ancient selective sweeps favoring regulatory changes and present a list of genomic regions that are predicted to underlie positively selected human specific traits.
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The variant call format and VCFtools
Petr Danecek, Adam Auton, Gonçalo R. Abecasis et al. · Bioinformatics · 2011 · 17.8K citations · Full text
Differential expression analysis for sequence count data
Simon Anders, Wolfgang Huber · Genome biology · 2010 · 16.4K citations · Full text
Statistical method for testing the neutral mutation hypothesis by DNA polymorphism.
Fumio Tajima · Genetics · 1989 · 14.2K citations · Full text
Life Sciences, Biology, Genetics +13
An integrated map of genetic variation from 1,092 human genomes