Literature DB >> 34214457

Genomic partitioning of inbreeding depression in humans.

Loic Yengo1, Jian Yang2, Matthew C Keller3, Michael E Goddard4, Naomi R Wray5, Peter M Visscher6.   

Abstract

Across species, offspring of related individuals often exhibit significant reduction in fitness-related traits, known as inbreeding depression (ID), yet the genetic and molecular basis for ID remains elusive. Here, we develop a method to quantify enrichment of ID within specific genomic annotations and apply it to human data. We analyzed the phenomes and genomes of ∼350,000 unrelated participants of the UK Biobank and found, on average of over 11 traits, significant enrichment of ID within genomic regions with high recombination rates (>21-fold; p < 10-5), with conserved function across species (>19-fold; p < 10-4), and within regulatory elements such as DNase I hypersensitive sites (∼5-fold; p = 8.9 × 10-7). We also quantified enrichment of ID within trait-associated regions and found suggestive evidence that genomic regions contributing to additive genetic variance in the population are enriched for ID signal. We find strong correlations between functional enrichment of SNP-based heritability and that of ID (r = 0.8, standard error: 0.1). These findings provide empirical evidence that ID is most likely due to many partially recessive deleterious alleles in low linkage disequilibrium regions of the genome. Our study suggests that functional characterization of ID may further elucidate the genetic architectures and biological mechanisms underlying complex traits and diseases.
Copyright © 2021 American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  functional annotation; genome-wide association studies; genomic partitioning; inbreeding depression

Mesh:

Year:  2021        PMID: 34214457      PMCID: PMC8387293          DOI: 10.1016/j.ajhg.2021.06.005

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.043


  66 in total

1.  Long runs of homozygosity are enriched for deleterious variation.

Authors:  Zachary A Szpiech; Jishu Xu; Trevor J Pemberton; Weiping Peng; Sebastian Zöllner; Noah A Rosenberg; Jun Z Li
Journal:  Am J Hum Genet       Date:  2013-06-06       Impact factor: 11.025

2.  Characterizing mutagenic effects of recombination through a sequence-level genetic map.

Authors:  Bjarni V Halldorsson; Gunnar Palsson; Olafur A Stefansson; Hakon Jonsson; Marteinn T Hardarson; Hannes P Eggertsson; Bjarni Gunnarsson; Asmundur Oddsson; Gisli H Halldorsson; Florian Zink; Sigurjon A Gudjonsson; Michael L Frigge; Gudmar Thorleifsson; Asgeir Sigurdsson; Simon N Stacey; Patrick Sulem; Gisli Masson; Agnar Helgason; Daniel F Gudbjartsson; Unnur Thorsteinsdottir; Kari Stefansson
Journal:  Science       Date:  2019-01-25       Impact factor: 47.728

3.  Reply to Kardos et al.: Estimation of inbreeding depression from SNP data.

Authors:  Loic Yengo; Zhihong Zhu; Naomi R Wray; Bruce S Weir; Jian Yang; Matthew R Robinson; Peter M Visscher
Journal:  Proc Natl Acad Sci U S A       Date:  2018-02-21       Impact factor: 11.205

4.  Runs of Homozygosity: Association with Coronary Artery Disease and Gene Expression in Monocytes and Macrophages.

Authors:  Paraskevi Christofidou; Christopher P Nelson; Majid Nikpay; Liming Qu; Mingyao Li; Christina Loley; Radoslaw Debiec; Peter S Braund; Matthew Denniff; Fadi J Charchar; Ares Rocanin Arjo; David-Alexandre Trégouët; Alison H Goodall; Francois Cambien; Willem H Ouwehand; Robert Roberts; Heribert Schunkert; Christian Hengstenberg; Muredach P Reilly; Jeanette Erdmann; Ruth McPherson; Inke R König; John R Thompson; Nilesh J Samani; Maciej Tomaszewski
Journal:  Am J Hum Genet       Date:  2015-07-09       Impact factor: 11.025

5.  Quantification of inbreeding due to distant ancestors and its detection using dense single nucleotide polymorphism data.

Authors:  Matthew C Keller; Peter M Visscher; Michael E Goddard
Journal:  Genetics       Date:  2011-07-29       Impact factor: 4.562

6.  Genomic analysis of hybrid rice varieties reveals numerous superior alleles that contribute to heterosis.

Authors:  Xuehui Huang; Shihua Yang; Junyi Gong; Yan Zhao; Qi Feng; Hao Gong; Wenjun Li; Qilin Zhan; Benyi Cheng; Junhui Xia; Neng Chen; Zhongna Hao; Kunyan Liu; Chuanrang Zhu; Tao Huang; Qiang Zhao; Lei Zhang; Danlin Fan; Congcong Zhou; Yiqi Lu; Qijun Weng; Zi-Xuan Wang; Jiayang Li; Bin Han
Journal:  Nat Commun       Date:  2015-02-05       Impact factor: 14.919

7.  Analysis of protein-coding genetic variation in 60,706 humans.

Authors:  Monkol Lek; Konrad J Karczewski; Eric V Minikel; Kaitlin E Samocha; Eric Banks; Timothy Fennell; Anne H O'Donnell-Luria; James S Ware; Andrew J Hill; Beryl B Cummings; Taru Tukiainen; Daniel P Birnbaum; Jack A Kosmicki; Laramie E Duncan; Karol Estrada; Fengmei Zhao; James Zou; Emma Pierce-Hoffman; Joanne Berghout; David N Cooper; Nicole Deflaux; Mark DePristo; Ron Do; Jason Flannick; Menachem Fromer; Laura Gauthier; Jackie Goldstein; Namrata Gupta; Daniel Howrigan; Adam Kiezun; Mitja I Kurki; Ami Levy Moonshine; Pradeep Natarajan; Lorena Orozco; Gina M Peloso; Ryan Poplin; Manuel A Rivas; Valentin Ruano-Rubio; Samuel A Rose; Douglas M Ruderfer; Khalid Shakir; Peter D Stenson; Christine Stevens; Brett P Thomas; Grace Tiao; Maria T Tusie-Luna; Ben Weisburd; Hong-Hee Won; Dongmei Yu; David M Altshuler; Diego Ardissino; Michael Boehnke; John Danesh; Stacey Donnelly; Roberto Elosua; Jose C Florez; Stacey B Gabriel; Gad Getz; Stephen J Glatt; Christina M Hultman; Sekar Kathiresan; Markku Laakso; Steven McCarroll; Mark I McCarthy; Dermot McGovern; Ruth McPherson; Benjamin M Neale; Aarno Palotie; Shaun M Purcell; Danish Saleheen; Jeremiah M Scharf; Pamela Sklar; Patrick F Sullivan; Jaakko Tuomilehto; Ming T Tsuang; Hugh C Watkins; James G Wilson; Mark J Daly; Daniel G MacArthur
Journal:  Nature       Date:  2016-08-18       Impact factor: 49.962

8.  Relationships between estimated autozygosity and complex traits in the UK Biobank.

Authors:  Emma C Johnson; Luke M Evans; Matthew C Keller
Journal:  PLoS Genet       Date:  2018-07-27       Impact factor: 5.917

9.  An integrated encyclopedia of DNA elements in the human genome.

Authors: 
Journal:  Nature       Date:  2012-09-06       Impact factor: 49.962

10.  Understanding the Factors That Shape Patterns of Nucleotide Diversity in the House Mouse Genome.

Authors:  Tom R Booker; Peter D Keightley
Journal:  Mol Biol Evol       Date:  2018-12-01       Impact factor: 16.240

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  2 in total

1.  Correspondence Between Genomic- and Genealogical/Coalescent-Based Inference of Homozygosity by Descent in Large French-Canadian Genealogies.

Authors:  Kelly M Burkett; Mohan Rakesh; Patricia Morris; Hélène Vézina; Catherine Laprise; Ellen E Freeman; Marie-Hélène Roy-Gagnon
Journal:  Front Genet       Date:  2022-01-21       Impact factor: 4.599

2.  Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals.

Authors:  Aysu Okbay; Alexander I Young; Yeda Wu; Nancy Wang; Hariharan Jayashankar; Michael Bennett; Seyed Moeen Nehzati; Julia Sidorenko; Hyeokmoon Kweon; Grant Goldman; Tamara Gjorgjieva; Yunxuan Jiang; Barry Hicks; Chao Tian; David A Hinds; Rafael Ahlskog; Patrik K E Magnusson; Sven Oskarsson; Caroline Hayward; Archie Campbell; David J Porteous; Jeremy Freese; Pamela Herd; Chelsea Watson; Jonathan Jala; Dalton Conley; Philipp D Koellinger; Magnus Johannesson; David Laibson; Michelle N Meyer; James J Lee; Augustine Kong; Loic Yengo; David Cesarini; Patrick Turley; Peter M Visscher; Jonathan P Beauchamp; Daniel J Benjamin
Journal:  Nat Genet       Date:  2022-03-31       Impact factor: 41.307

  2 in total

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