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      Evidence of widespread selection on standing variation in Europe at height-associated SNPs

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          Abstract

          Strong signatures of positive selection at newly arising genetic variants are well-documented in humans 18 , but this form of selection may not be widespread in recent human evolution 9 . Because many human traits are highly polygenic and partly determined by common, ancient genetic variation, an alternative model for rapid genetic adaptation has been proposed: weak selection acting on many pre-existing (standing) genetic variants, or polygenic adaptation 1012 . By studying height, a classic polygenic trait, we demonstrate the first human signature of widespread selection on standing variation. We show that frequencies of alleles associated with increased height, both at known loci and genome-wide, are systematically elevated in Northern Europeans compared with Southern Europeans (p<4.3×10 −4). This pattern mirrors intra-European height differences and is not confounded by ancestry or other ascertainment biases. The systematic frequency differences are consistent with the presence of widespread weak selection (selection coefficients ~10 −3–10 −5 per allele) rather than genetic drift alone (p<10 −15).

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          Most cited references17

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          Soft sweeps: molecular population genetics of adaptation from standing genetic variation.

          A population can adapt to a rapid environmental change or habitat expansion in two ways. It may adapt either through new beneficial mutations that subsequently sweep through the population or by using alleles from the standing genetic variation. We use diffusion theory to calculate the probabilities for selective adaptations and find a large increase in the fixation probability for weak substitutions, if alleles originate from the standing genetic variation. We then determine the parameter regions where each scenario-standing variation vs. new mutations-is more likely. Adaptations from the standing genetic variation are favored if either the selective advantage is weak or the selection coefficient and the mutation rate are both high. Finally, we analyze the probability of "soft sweeps," where multiple copies of the selected allele contribute to a substitution, and discuss the consequences for the footprint of selection on linked neutral variation. We find that soft sweeps with weaker selective footprints are likely under both scenarios if the mutation rate and/or the selection coefficient is high.
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            The genetics of human adaptation: hard sweeps, soft sweeps, and polygenic adaptation.

            There has long been interest in understanding the genetic basis of human adaptation. To what extent are phenotypic differences among human populations driven by natural selection? With the recent arrival of large genome-wide data sets on human variation, there is now unprecedented opportunity for progress on this type of question. Several lines of evidence argue for an important role of positive selection in shaping human variation and differences among populations. These include studies of comparative morphology and physiology, as well as population genetic studies of candidate loci and genome-wide data. However, the data also suggest that it is unusual for strong selection to drive new mutations rapidly to fixation in particular populations (the 'hard sweep' model). We argue, instead, for alternatives to the hard sweep model: in particular, polygenic adaptation could allow rapid adaptation while not producing classical signatures of selective sweeps. We close by discussing some of the likely opportunities for progress in the field. Copyright 2010 Elsevier Ltd. All rights reserved.
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              The Third Generation Cohort of the National Heart, Lung, and Blood Institute's Framingham Heart Study: design, recruitment, and initial examination.

              For nearly 60 years, the Framingham Heart Study has examined the natural history, risk factors, and prognosis of cardiovascular, lung, and other diseases. Recruitment of the Original Cohort began in 1948. Twenty-three years later, 3,548 children of the Original Cohort, along with 1,576 of their spouses, enrolled in the Offspring Cohort. Beginning in 2002, 4,095 adults having at least one parent in the Offspring Cohort enrolled in the Third Generation Cohort, along with 103 parents of Third Generation Cohort participants who were not previously enrolled in the Offspring Cohort. The objective of new recruitment was to complement phenotypic and genotypic information obtained from prior generations, with priority assigned to larger families. From a pool of 6,553 eligible individuals, 1,912 men and 2,183 women consented and attended the first examination (mean age: 40 (standard deviation: 9) years; range: 19-72 years). The examination included clinical and laboratory assessments of vascular risk factors and imaging for subclinical atherosclerosis, as well as assessment of cardiac structure and function. The comparison of Third Generation Cohort data with measures previously collected from the first two generations will facilitate investigations of genetic and environmental risk factors for subclinical and overt diseases, with a focus on cardiovascular and lung disorders.
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                Author and article information

                Journal
                9216904
                2419
                Nat Genet
                Nat. Genet.
                Nature genetics
                1061-4036
                1546-1718
                18 July 2012
                19 August 2012
                September 2012
                01 March 2013
                : 44
                : 9
                : 1015-1019
                Affiliations
                [1 ]Division of Genetics, Children’s Hospital Boston, Boston, MA 02115
                [2 ]Division of Endocrinology, Children’s Hospital Boston, Boston, MA 02115
                [3 ]Program in Genomics, Children’s Hospital Boston, Boston, MA 02115
                [4 ]Metabolism Initiative, Broad Institute, Cambridge, MA 02141
                [5 ]Program in Medical and Population Genetics, Broad Institute, Cambridge, MA 02141
                [6 ]Department of Genetics, Harvard Medical School, Boston, MA 02115
                Author notes
                To whom correspondence should be addressed: joelh@ 123456broadinstitute.org
                [*]

                These authors contributed equally to this work

                [7]

                For a full list of contributing members and institutions, please see Supplementary Note

                Article
                NIHMS391601
                10.1038/ng.2368
                3480734
                22902787
                f2a09b7f-ce58-4343-a0a0-ad97654c76ba

                Users may view, print, copy, download and text and data- mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms

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                Genetics
                human genomics,population genetics,europeans,height,selection
                Genetics
                human genomics, population genetics, europeans, height, selection

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