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Exome sequencing of Finnish isolates enhances rare-variant association power

机译:芬兰分离物的外显子组测序增强了稀有变异的联想能力

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摘要

Exome-sequencing studies have generally been underpowered to identify deleterious alleles with a large effect on complex traits as such alleles are mostly rare. Because the population of northern and eastern Finland has expanded considerably and in isolation following a series of bottlenecks, individuals of these populations have numerous deleterious alleles at a relatively high frequency. Here, using exome sequencing of nearly 20,000 individuals from these regions, we investigate the role of rare coding variants in clinically relevant quantitative cardiometabolic traits. Exome-wide association studies for 64 quantitative traits identified 26 newly associated deleterious alleles. Of these 26 alleles, 19 are either unique to or more than 20 times more frequent in Finnish individuals than in other Europeans and show geographical clustering comparable to Mendelian disease mutations that are characteristic of the Finnish population. We estimate that sequencing studies of populations without this unique history would require hundreds of thousands to millions of participants to achieve comparable association power.
机译:通常,外显子组测序研究不足以鉴定对复杂性状有重大影响的有害等位基因,因为此类等位基因最为罕见。由于芬兰北部和东部地区的人口大量增加且孤立地出现了一系列瓶颈,因此这些人口中的个体具有相对较高频率的大量有害等位基因。在这里,使用来自这些地区的近20,000个人的外显子组测序,我们研究了罕见的编码变异在临床相关的定量心脏代谢特征中的作用。对64个数量性状的全基因组关联研究确定了26个新关联的有害等位基因。在这26个等位基因中,有19个在芬兰个体中是独特的,或者比在其他欧洲人中多20倍,并且表现出与芬兰人口典型孟德尔疾病突变相当的地理聚类。我们估计没有这种独特历史的人群的测序研究将需要数十万到数百万的参与者才能获得可比的关联力。

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  • 来源
    《Nature》 |2019年第7769期|323-328|共6页
  • 作者单位

    Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USA|Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Washington Univ, Sch Med, Dept Pediat, St Louis, MO 63110 USA;

    Univ Calif Los Angeles, Ctr Neurobehav Genet, Jane & Terry Semel Inst Neurosci & Human Behav, Los Angeles, CA 90095 USA|Univ Southern Calif, Keck Sch Med, Dept Prevent Med, Ctr Genet Epidemiol, Los Angeles, CA USA|Univ Southern Calif, Quantitat & Computat Biol Sect, Dept Biol Sci, Los Angeles, CA USA;

    Univ Calif Los Angeles, Ctr Neurobehav Genet, Jane & Terry Semel Inst Neurosci & Human Behav, Los Angeles, CA 90095 USA;

    Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, Finland|Natl Inst Hlth & Welf, Helsinki, Finland;

    Stanford Univ, Dept Biomed Data Sci, Stanford, CA 94305 USA;

    Univ Helsinki, Inst Mol Med Finland FIMM, Helsinki, Finland|Univ Helsinki, Dept Publ Hlth, Helsinki, Finland|Univ Helsinki, HIIT, Helsinki, Finland|Univ Helsinki, Dept Math & Stat, Helsinki, Finland;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Nationwide Childrens Hosp, Inst Genom Med, Columbus, OH USA|Ohio State Univ, Coll Med, Dept Pediat, Columbus, OH 43210 USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Univ Utah, USTAR Ctr Genet Discovery, Salt Lake City, UT USA|Univ Utah, Dept Human Genet, Salt Lake City, UT USA;

    Natl Inst Hlth & Welf, Helsinki, Finland;

    Univ Calif Los Angeles, Ctr Neurobehav Genet, Jane & Terry Semel Inst Neurosci & Human Behav, Los Angeles, CA 90095 USA|Minist Healthcare Russian Federat, Natl Med Res Ctr Prevent Med, Fed State Inst, Moscow, Russia;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA|Johns Hopkins Univ, Dept Epidemiol & Biostat, Bloomberg Sch Publ Hlth, Baltimore, MD USA;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Univ Eastern Finland, Inst Clin Med, Internal Med, Kuopio, Finland;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Natl Inst Hlth & Welf, Dept Publ Hlth Solut, Helsinki, Finland|Folkhalsan Res Ctr, Helsinki, Finland|Univ Helsinki, Dept Gen Practice & Primary Hlth Care, Helsinki, Finland|Helsinki Univ Hosp, Helsinki, Finland;

    Baker Heart & Diabet Inst, Syst Epidemiol, Melbourne, Vic, Australia|Univ Oulu, Fac Med, Computat Med, Oulu, Finland|Univ Oulu, Bioctr Oulu, Oulu, Finland|Univ Eastern Finland, Sch Pharm, NMR Metabol Lab, Kuopio, Finland|Univ Bristol, Bristol Med Sch, Populat Hlth Sci, Bristol, Avon, England|Univ Bristol, Med Res Council Integrat Epidemiol Unit, Bristol, Avon, England|Monash Univ, Sch Publ Hlth & Prevent Med, Fac Med Nursing & Hlth Sci, Dept Epidemiol & Prevent Med,Alfred Hosp, Melbourne, Vic, Australia;

    Univ Oulu, Bioctr Oulu, Oulu, Finland|Univ Oulu, Ctr Life Course Hlth Res, Fac Med, Oulu, Finland|Oulu Univ Hosp, Unit Primary Hlth Care, Oulu, Finland|Imperial Coll London, Sch Publ Hlth, MRC PHE Ctr Environm & Hlth, Dept Epidemiol & Biostat, London, England|Brunel Univ London, Coll Hlth & Life Sci, Dept Life Sci, London, England;

    Univ Oulu, Ctr Life Course Hlth Res, Fac Med, Oulu, Finland|Univ Oulu, Fac Med, Northern Finland Birth Cohorts, Oulu, Finland;

    Univ Southern Calif, Quantitat & Computat Biol Sect, Dept Biol Sci, Los Angeles, CA USA|Helsinki Univ Hosp, Helsinki, Finland|Univ Helsinki, Med & Clin Genet, Helsinki, Finland|Tampere Univ Hosp, Dept Obstet & Gynecol, Tampere, Finland|Univ Tampere, Fac Med & Life Sci, Tampere, Finland;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Washington Univ, Sch Med, Dept Genet, St Louis, MO 63110 USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Washington Univ, Sch Med, Dept Med, Cardiovasc Div, St Louis, MO 63110 USA;

    Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA|Nationwide Childrens Hosp, Inst Genom Med, Columbus, OH USA|Ohio State Univ, Coll Med, Dept Pediat, Columbus, OH 43210 USA;

    Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USA|Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO USA;

    Natl Inst Hlth & Welf, Helsinki, Finland|Stanford Univ, Dept Stat, Stanford, CA 94305 USA;

    Univ Southern Calif, Quantitat & Computat Biol Sect, Dept Biol Sci, Los Angeles, CA USA|Massachusetts Gen Hosp, Dept Psychiat, Psychiat & Neurodev Genet Unit, ATGU, Boston, MA 02114 USA|Massachusetts Gen Hosp, Dept Neurol, Psychiat & Neurodev Genet Unit, ATGU, Boston, MA 02114 USA|Broad Inst MIT & Harvard, Cambridge, MA USA;

    Natl Inst Hlth & Welf, Helsinki, Finland;

    Univ Eastern Finland, Inst Clin Med, Internal Med, Kuopio, Finland|Kuopio Univ Hosp, Dept Med, Kuopio, Finland;

    Univ Southern Calif, Quantitat & Computat Biol Sect, Dept Biol Sci, Los Angeles, CA USA|Univ Helsinki, Dept Publ Hlth, Helsinki, Finland|Broad Inst MIT & Harvard, Cambridge, MA USA;

    Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA|Univ Michigan, Sch Publ Hlth, Ctr Stat Genet, Ann Arbor, MI 48109 USA;

    Univ Calif Los Angeles, Ctr Neurobehav Genet, Jane & Terry Semel Inst Neurosci & Human Behav, Los Angeles, CA 90095 USA;

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  • 正文语种 eng
  • 中图分类
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  • 入库时间 2022-08-18 04:27:51

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