eLife · 2023 · 43 citations · 44 references
Life SciencesEvolutionary BiologyGeneticsHuman EvolutionHuman GeneticsPopulation GeneticsComplex Trait GeneticsHeritabilityPhenotypic VariationPopulation GenomicsTrait IntrogressionVariant AnalysisGenome-wide Complex Trait AnalysisHeritability Of Complex TraitsHuman TraitsLinkage Disequilibrium AnalysisLinkage Disequilibrium PatternsPhenotypic Trait VariationPopulation Genetic AssociationTrait Variation Analysis
The genetic variants introduced into the ancestors of modern humans from interbreeding with Neanderthals have been suggested to contribute an unexpected extent to complex human traits. However, testing this hypothesis has been challenging due to the idiosyncratic population genetic properties of introgressed variants. We developed rigorous methods to assess the contribution of introgressed Neanderthal variants to heritable trait variation and applied these methods to analyze 235,592 introgressed Neanderthal variants and 96 distinct phenotypes measured in about 300,000 unrelated white British individuals in the UK Biobank. Introgressed Neanderthal variants make a significant contribution to trait variation (explaining 0.12% of trait variation on average). However, the contribution of introgressed variants tends to be significantly depleted relative to modern human variants matched for allele frequency and linkage disequilibrium (about 59% depletion on average), consistent with purifying selection on introgressed variants. Different from previous studies (McArthur et al., 2021), we find no evidence for elevated heritability across the phenotypes examined. We identified 348 independent significant associations of introgressed Neanderthal variants with 64 phenotypes. Previous work (Skov et al., 2020) has suggested that a majority of such associations are likely driven by statistical association with nearby modern human variants that are the true causal variants. Applying a customized fine-mapping led us to identify 112 regions across 47 phenotypes containing 4303 unique genetic variants where introgressed variants are highly likely to have a phenotypic effect. Examination of these variants reveals their substantial impact on genes that are important for the immune system, development, and metabolism.
44
A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff
Pablo Cingolani, Adrian E. Platts, Le Lily Wang et al. · Fly · 2012 · 12.7K citations · Full text
The UK Biobank resource with deep phenotyping and genomic data
Clare Bycroft, Colin Freeman, Desislava Petkova et al. · Nature · 2018 · 9.7K citations · Full text
Common SNPs explain a large proportion of the heritability for human height
Jian Yang, Beben Benyamin, Brian P. McEvoy et al. · Nature Genetics · 2010 · 4.8K citations
A Draft Sequence of the Neandertal Genome
Richard E. Green, Johannes Krause, Adrian W. Briggs et al. · Science · 2010 · 4.6K citations · Full text
Functional mapping and annotation of genetic associations with FUMA
Kyoko Watanabe, Erdogan Taskesen, Arjen van Bochoven et al. · Nature Communications · 2017 · 4.5K citations · Full text