Literature DB >> 26544805

Dominant Genetic Variation and Missing Heritability for Human Complex Traits: Insights from Twin versus Genome-wide Common SNP Models.

Xu Chen1, Ralf Kuja-Halkola1, Iffat Rahman2, Johannes Arpegård3, Alexander Viktorin1, Robert Karlsson1, Sara Hägg1, Per Svensson3, Nancy L Pedersen1, Patrik K E Magnusson4.   

Abstract

In order to further illuminate the potential role of dominant genetic variation in the "missing heritability" debate, we investigated the additive (narrow-sense heritability, h(2)) and dominant (δ(2)) genetic variance for 18 human complex traits. Within the same study base (10,682 Swedish twins), we calculated and compared the estimates from classic twin-based structural equation model with SNP-based genomic-relatedness-matrix restricted maximum likelihood [GREML(d)] method. Contributions of δ(2) were evident for 14 traits in twin models (average δ(2)twin = 0.25, range 0.14-0.49), two of which also displayed significant δ(2) in the GREMLd analyses (triglycerides δ(2)SNP = 0.28 and waist circumference δ(2)SNP = 0.19). On average, the proportion of h(2)SNP/h(2)twin was 70% for ADE-fitted traits (for which the best-fitting model included additive and dominant genetic and unique environmental components) and 31% for AE-fitted traits (for which the best-fitting model included additive genetic and unique environmental components). Independent evidence for contribution from shared environment, also in ADE-fitted traits, was obtained from self-reported within-pair contact frequency and age at separation. We conclude that despite the fact that additive genetics appear to constitute the bulk of genetic influences for most complex traits, dominant genetic variation might often be masked by shared environment in twin and family studies and might therefore have a more prominent role than what family-based estimates often suggest. The risk of erroneously attributing all inherited genetic influences (additive and dominant) to the h(2) in too-small twin studies might also lead to exaggerated "missing heritability" (the proportion of h(2) that remains unexplained by SNPs).
Copyright © 2015 The American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.

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Year:  2015        PMID: 26544805      PMCID: PMC4667127          DOI: 10.1016/j.ajhg.2015.10.004

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


  21 in total

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Authors:  Or Zuk; Eliana Hechter; Shamil R Sunyaev; Eric S Lander
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4.  The Swedish Twin Registry: establishment of a biobank and other recent developments.

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Journal:  Twin Res Hum Genet       Date:  2012-11-09       Impact factor: 1.587

Review 5.  The continuing value of twin studies in the omics era.

Authors:  Jenny van Dongen; P Eline Slagboom; Harmen H M Draisma; Nicholas G Martin; Dorret I Boomsma
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6.  Influence of gene interaction on complex trait variation with multilocus models.

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7.  Common SNPs explain a large proportion of the heritability for human height.

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8.  Meta-analysis of the heritability of human traits based on fifty years of twin studies.

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Journal:  Nat Genet       Date:  2015-05-18       Impact factor: 38.330

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10.  Comparison of heritability of Cystatin C- and creatinine-based estimates of kidney function and their relation to heritability of cardiovascular disease.

Authors:  Johannes Arpegård; Alexander Viktorin; Zheng Chang; Ulf de Faire; Patrik K E Magnusson; Per Svensson
Journal:  J Am Heart Assoc       Date:  2015-01-14       Impact factor: 5.501

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  21 in total

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Journal:  Hum Mol Genet       Date:  2016-12-01       Impact factor: 6.150

2.  On the reconciliation of missing heritability for genome-wide association studies.

Authors:  Guo-Bo Chen
Journal:  Eur J Hum Genet       Date:  2016-07-20       Impact factor: 4.246

3.  Transethnic Genetic-Correlation Estimates from Summary Statistics.

Authors:  Brielin C Brown; Chun Jimmie Ye; Alkes L Price; Noah Zaitlen
Journal:  Am J Hum Genet       Date:  2016-06-16       Impact factor: 11.025

4.  Inferring the Nature of Missing Heritability in Human Traits Using Data from the GWAS Catalog.

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Journal:  Genetics       Date:  2019-05-13       Impact factor: 4.562

5.  A translational approach from an animal model identifies CD80 as a candidate gene for the study of bone phenotypes in postmenopausal women.

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6.  Sources of Variation in Sweat Chloride Measurements in Cystic Fibrosis.

Authors:  Joseph M Collaco; Scott M Blackman; Karen S Raraigh; Harriet Corvol; Johanna M Rommens; Rhonda G Pace; Pierre-Yves Boelle; John McGready; Patrick R Sosnay; Lisa J Strug; Michael R Knowles; Garry R Cutting
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7.  Genetic and Environmental Influences on the Correlations between Traits of Metabolic Syndrome and CKD.

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8.  Genetic Loci and Novel Discrimination Measures Associated with Blood Pressure Variation in African Americans Living in Tallahassee.

Authors:  Jacklyn Quinlan; Laurel N Pearson; Christopher J Clukay; Miaisha M Mitchell; Qasimah Boston; Clarence C Gravlee; Connie J Mulligan
Journal:  PLoS One       Date:  2016-12-21       Impact factor: 3.240

9.  Differences in genetic and environmental variation in adult BMI by sex, age, time period, and region: an individual-based pooled analysis of 40 twin cohorts.

Authors:  Karri Silventoinen; Aline Jelenkovic; Reijo Sund; Yoshie Yokoyama; Yoon-Mi Hur; Wendy Cozen; Amie E Hwang; Thomas M Mack; Chika Honda; Fujio Inui; Yoshinori Iwatani; Mikio Watanabe; Rie Tomizawa; Kirsi H Pietiläinen; Aila Rissanen; Sisira H Siribaddana; Matthew Hotopf; Athula Sumathipala; Fruhling Rijsdijk; Qihua Tan; Dongfeng Zhang; Zengchang Pang; Maarit Piirtola; Sari Aaltonen; Sevgi Y Öncel; Fazil Aliev; Esther Rebato; Jacob B Hjelmborg; Kaare Christensen; Axel Skytthe; Kirsten O Kyvik; Judy L Silberg; Lindon J Eaves; Tessa L Cutler; Juan R Ordoñana; Juan F Sánchez-Romera; Lucia Colodro-Conde; Yun-Mi Song; Sarah Yang; Kayoung Lee; Carol E Franz; William S Kremen; Michael J Lyons; Andreas Busjahn; Tracy L Nelson; Keith E Whitfield; Christian Kandler; Kerry L Jang; Margaret Gatz; David A Butler; Maria A Stazi; Corrado Fagnani; Cristina D'Ippolito; Glen E Duncan; Dedra Buchwald; Nicholas G Martin; Sarah E Medland; Grant W Montgomery; Hoe-Uk Jeong; Gary E Swan; Ruth Krasnow; Patrik Ke Magnusson; Nancy L Pedersen; Anna K Dahl Aslan; Tom A McAdams; Thalia C Eley; Alice M Gregory; Per Tynelius; Laura A Baker; Catherine Tuvblad; Gombojav Bayasgalan; Danshiitsoodol Narandalai; Timothy D Spector; Massimo Mangino; Genevieve Lachance; S Alexandra Burt; Kelly L Klump; Jennifer R Harris; Ingunn Brandt; Thomas S Nilsen; Robert F Krueger; Matt McGue; Shandell Pahlen; Robin P Corley; Brooke M Huibregtse; Meike Bartels; Catharina Em van Beijsterveldt; Gonneke Willemsen; Jack H Goldberg; Finn Rasmussen; Adam D Tarnoki; David L Tarnoki; Catherine A Derom; Robert F Vlietinck; Ruth Jf Loos; John L Hopper; Joohon Sung; Hermine H Maes; Eric Turkheimer; Dorret I Boomsma; Thorkild Ia Sørensen; Jaakko Kaprio
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10.  Accuracy of heritability estimations in presence of hidden population stratification.

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