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Polygenic selection underlies evolution of human brain structure and behavioral traits

View ORCID ProfileEvan R. Beiter, View ORCID ProfileEkaterina A. Khramtsova, View ORCID ProfileCelia Van Der Merwe, View ORCID ProfileEmile R. Chimusa, Corinne Simonti, View ORCID ProfileJason Stein, View ORCID ProfilePaul Thompson, View ORCID ProfileSimon E. Fisher, Dan J. Stein, John A. Capra, View ORCID ProfileJames A. Knowles, View ORCID ProfileBarbara E. Stranger, View ORCID ProfileLea K. Davis
doi: https://doi.org/10.1101/164707
Evan R. Beiter
1Department of Biology, Washington University, St. Louis, MO
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Ekaterina A. Khramtsova
2Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, IL
3Institute for Genomics and Systems Biology, University of Chicago, Chicago, IL
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Celia Van Der Merwe
4Department of Psychiatry and MRC Unit on Risk & Resilience in Mental Disorders, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Emile R. Chimusa
5Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Corinne Simonti
6Vanderbilt Genetics Institute; Vanderbilt University Medical Center, Nashville, TN
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Jason Stein
7Department of Genetics & UNC Neuroscience Center, University of North Carolina, Chapel Hill, NC
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Paul Thompson
8Imaging Genetics Center, Stevens Institute for Neuroimaging & Informatics, Keck USC School of Medicine, Los Angeles, CA
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Simon E. Fisher
9Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
10Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
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Dan J. Stein
4Department of Psychiatry and MRC Unit on Risk & Resilience in Mental Disorders, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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John A. Capra
6Vanderbilt Genetics Institute; Vanderbilt University Medical Center, Nashville, TN
11Department of Biological Sciences, Vanderbilt University, Nashville, TN
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James A. Knowles
12Department of Cell Biology, State University of New York Downstate Medical Center, Brooklyn, New York
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Barbara E. Stranger
2Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, IL
3Institute for Genomics and Systems Biology, University of Chicago, Chicago, IL
14Center for Data Intensive Science, University of Chicago, Chicago, IL
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Lea K. Davis
6Vanderbilt Genetics Institute; Vanderbilt University Medical Center, Nashville, TN
15Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
16Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN
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Abstract

Seemingly paradoxical characteristics of psychiatric disorders, including moderate to high prevalence, reduced fecundity, and high heritability have motivated explanations for the persistence of common risk alleles for severe psychiatric phenotypes throughout human evolution. Proposed mechanisms include balancing selection, drift, and weak polygenic adaptation acting either directly, or indirectly through selection on correlated traits. While many mechanisms have been proposed, few have been empirically tested. Leveraging publicly available data of unprecedented sample size, we studied twenty-five traits (i.e., ten neuropsychiatric disorders, three personality traits, total intracranial volume, seven subcortical brain structure volume traits, and four complex traits without neuropsychiatric associations) for evidence of several different signatures of selection over a range of evolutionary time scales. Consistent with the largely polygenic architecture of neuropsychiatric traits, we found no enrichment of trait-associated single-nucleotide polymorphisms (SNPs) in regions of the genome that underwent classical selective sweeps (i.e., events which would have driven selected alleles to near fixation). However, we discovered that SNPs associated with some, but not all, behaviors and brain structure volumes are enriched in genomic regions under selection since divergence from Neanderthals ~600,000 years ago, and show further evidence for signatures of ancient and recent polygenic adaptation. Individual subcortical brain structure volumes demonstrate genome-wide evidence in support of a mosaic theory of brain evolution while total intracranial volume and height appear to share evolutionary constraints consistent with concerted evolution. We further characterized the biological processes potentially targeted by selection, through expression Quantitative Trait Locus (eQTL) and Gene Ontology (GO) enrichment analyses and found evidence for the role of regulatory functions among selected SNPs in immune and brain tissues. Taken together, our results suggest that alleles associated with neuropsychiatric, behavioral, and brain volume phenotypes have experienced both ancient and recent polygenic adaptation in human evolution, acting through neurodevelopmental and immune-mediated pathways.

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Posted September 09, 2017.
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Polygenic selection underlies evolution of human brain structure and behavioral traits
Evan R. Beiter, Ekaterina A. Khramtsova, Celia Van Der Merwe, Emile R. Chimusa, Corinne Simonti, Jason Stein, Paul Thompson, Simon E. Fisher, Dan J. Stein, John A. Capra, James A. Knowles, Barbara E. Stranger, Lea K. Davis
bioRxiv 164707; doi: https://doi.org/10.1101/164707
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Polygenic selection underlies evolution of human brain structure and behavioral traits
Evan R. Beiter, Ekaterina A. Khramtsova, Celia Van Der Merwe, Emile R. Chimusa, Corinne Simonti, Jason Stein, Paul Thompson, Simon E. Fisher, Dan J. Stein, John A. Capra, James A. Knowles, Barbara E. Stranger, Lea K. Davis
bioRxiv 164707; doi: https://doi.org/10.1101/164707

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