Literature DB >> 25307299

Structural architecture of SNP effects on complex traits.

Eric R Gamazon1, Nancy J Cox1, Lea K Davis2.   

Abstract

Despite the discovery of copy-number variation (CNV) across the genome nearly 10 years ago, current SNP-based analysis methodologies continue to collapse the homozygous (i.e., A/A), hemizygous (i.e., A/0), and duplicative (i.e., A/A/A) genotype states, treating the genotype variable as irreducible or unaltered by other colocalizing forms of genetic (e.g., structural) variation. Our understanding of common, genome-wide CNVs suggests that the canonical genotype construct might belie the enormous complexity of the genome. Here we present multiple analyses of several phenotypes and provide methods supporting a conceptual shift that embraces the structural dimension of genotype. We comprehensively investigate the impact of the structural dimension of genotype on (1) GWAS methods, (2) interpretation of rare LOF variants, (3) characterization of genomic architecture, and (4) implications for mapping loci involved in complex disease. Taken together, these results argue for the inclusion of a structural dimension and suggest that some portion of the "missing" heritability might be recovered through integration of the structural dimension of SNP effects on complex traits.
Copyright © 2014 The American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.

Mesh:

Year:  2014        PMID: 25307299      PMCID: PMC4225594          DOI: 10.1016/j.ajhg.2014.09.009

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


  52 in total

1.  Potential etiologic and functional implications of genome-wide association loci for human diseases and traits.

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Journal:  Proc Natl Acad Sci U S A       Date:  2009-05-27       Impact factor: 11.205

2.  PennCNV: an integrated hidden Markov model designed for high-resolution copy number variation detection in whole-genome SNP genotyping data.

Authors:  Kai Wang; Mingyao Li; Dexter Hadley; Rui Liu; Joseph Glessner; Struan F A Grant; Hakon Hakonarson; Maja Bucan
Journal:  Genome Res       Date:  2007-10-05       Impact factor: 9.043

3.  Trait-associated SNPs are more likely to be eQTLs: annotation to enhance discovery from GWAS.

Authors:  Dan L Nicolae; Eric Gamazon; Wei Zhang; Shiwei Duan; M Eileen Dolan; Nancy J Cox
Journal:  PLoS Genet       Date:  2010-04-01       Impact factor: 5.917

4.  Comparative analyses of seven algorithms for copy number variant identification from single nucleotide polymorphism arrays.

Authors:  Andrew E Dellinger; Seang-Mei Saw; Liang K Goh; Mark Seielstad; Terri L Young; Yi-Ju Li
Journal:  Nucleic Acids Res       Date:  2010-02-08       Impact factor: 16.971

5.  Discovery and characterization of chromatin states for systematic annotation of the human genome.

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Review 6.  The genetic basis for type 1 diabetes.

Authors:  Kay L Mehers; Kathleen M Gillespie
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7.  A systematic survey of loss-of-function variants in human protein-coding genes.

Authors:  Daniel G MacArthur; Suganthi Balasubramanian; Adam Frankish; Ni Huang; James Morris; Klaudia Walter; Luke Jostins; Lukas Habegger; Joseph K Pickrell; Stephen B Montgomery; Cornelis A Albers; Zhengdong D Zhang; Donald F Conrad; Gerton Lunter; Hancheng Zheng; Qasim Ayub; Mark A DePristo; Eric Banks; Min Hu; Robert E Handsaker; Jeffrey A Rosenfeld; Menachem Fromer; Mike Jin; Xinmeng Jasmine Mu; Ekta Khurana; Kai Ye; Mike Kay; Gary Ian Saunders; Marie-Marthe Suner; Toby Hunt; If H A Barnes; Clara Amid; Denise R Carvalho-Silva; Alexandra H Bignell; Catherine Snow; Bryndis Yngvadottir; Suzannah Bumpstead; David N Cooper; Yali Xue; Irene Gallego Romero; Jun Wang; Yingrui Li; Richard A Gibbs; Steven A McCarroll; Emmanouil T Dermitzakis; Jonathan K Pritchard; Jeffrey C Barrett; Jennifer Harrow; Matthew E Hurles; Mark B Gerstein; Chris Tyler-Smith
Journal:  Science       Date:  2012-02-17       Impact factor: 47.728

8.  Mapping autism risk loci using genetic linkage and chromosomal rearrangements.

Authors:  Peter Szatmari; Andrew D Paterson; Lonnie Zwaigenbaum; Wendy Roberts; Jessica Brian; Xiao-Qing Liu; John B Vincent; Jennifer L Skaug; Ann P Thompson; Lili Senman; Lars Feuk; Cheng Qian; Susan E Bryson; Marshall B Jones; Christian R Marshall; Stephen W Scherer; Veronica J Vieland; Christopher Bartlett; La Vonne Mangin; Rhinda Goedken; Alberto Segre; Margaret A Pericak-Vance; Michael L Cuccaro; John R Gilbert; Harry H Wright; Ruth K Abramson; Catalina Betancur; Thomas Bourgeron; Christopher Gillberg; Marion Leboyer; Joseph D Buxbaum; Kenneth L Davis; Eric Hollander; Jeremy M Silverman; Joachim Hallmayer; Linda Lotspeich; James S Sutcliffe; Jonathan L Haines; Susan E Folstein; Joseph Piven; Thomas H Wassink; Val Sheffield; Daniel H Geschwind; Maja Bucan; W Ted Brown; Rita M Cantor; John N Constantino; T Conrad Gilliam; Martha Herbert; Clara Lajonchere; David H Ledbetter; Christa Lese-Martin; Janet Miller; Stan Nelson; Carol A Samango-Sprouse; Sarah Spence; Matthew State; Rudolph E Tanzi; Hilary Coon; Geraldine Dawson; Bernie Devlin; Annette Estes; Pamela Flodman; Lambertus Klei; William M McMahon; Nancy Minshew; Jeff Munson; Elena Korvatska; Patricia M Rodier; Gerard D Schellenberg; Moyra Smith; M Anne Spence; Chris Stodgell; Ping Guo Tepper; Ellen M Wijsman; Chang-En Yu; Bernadette Rogé; Carine Mantoulan; Kerstin Wittemeyer; Annemarie Poustka; Bärbel Felder; Sabine M Klauck; Claudia Schuster; Fritz Poustka; Sven Bölte; Sabine Feineis-Matthews; Evelyn Herbrecht; Gabi Schmötzer; John Tsiantis; Katerina Papanikolaou; Elena Maestrini; Elena Bacchelli; Francesca Blasi; Simona Carone; Claudio Toma; Herman Van Engeland; Maretha de Jonge; Chantal Kemner; Frederieke Koop; Frederike Koop; Marjolein Langemeijer; Marjolijn Langemeijer; Channa Hijmans; Channa Hijimans; Wouter G Staal; Gillian Baird; Patrick F Bolton; Michael L Rutter; Emma Weisblatt; Jonathan Green; Catherine Aldred; Julie-Anne Wilkinson; Andrew Pickles; Ann Le Couteur; Tom Berney; Helen McConachie; Anthony J Bailey; Kostas Francis; Gemma Honeyman; Aislinn Hutchinson; Jeremy R Parr; Simon Wallace; Anthony P Monaco; Gabrielle Barnby; Kazuhiro Kobayashi; Janine A Lamb; Ines Sousa; Nuala Sykes; Edwin H Cook; Stephen J Guter; Bennett L Leventhal; Jeff Salt; Catherine Lord; Christina Corsello; Vanessa Hus; Daniel E Weeks; Fred Volkmar; Maïté Tauber; Eric Fombonne; Andy Shih; Kacie J Meyer
Journal:  Nat Genet       Date:  2007-02-18       Impact factor: 38.330

9.  Effect of Combining Multiple CNV Defining Algorithms on the Reliability of CNV Calls from SNP Genotyping Data.

Authors:  Soon-Young Kim; Ji-Hong Kim; Yeun-Jun Chung
Journal:  Genomics Inform       Date:  2012-09-28

10.  Real-time PCR based on SYBR-Green I fluorescence: an alternative to the TaqMan assay for a relative quantification of gene rearrangements, gene amplifications and micro gene deletions.

Authors:  Frederique Ponchel; Carmel Toomes; Kieran Bransfield; Fong T Leong; Susan H Douglas; Sarah L Field; Sandra M Bell; Valerie Combaret; Alain Puisieux; Alan J Mighell; Philip A Robinson; Chris F Inglehearn; John D Isaacs; Alex F Markham
Journal:  BMC Biotechnol       Date:  2003-10-13       Impact factor: 2.563

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  19 in total

Review 1.  Missing heritability of complex diseases: case solved?

Authors:  Emmanuelle Génin
Journal:  Hum Genet       Date:  2019-06-04       Impact factor: 4.132

2.  Contrasting the Genetic Architecture of 30 Complex Traits from Summary Association Data.

Authors:  Huwenbo Shi; Gleb Kichaev; Bogdan Pasaniuc
Journal:  Am J Hum Genet       Date:  2016-06-23       Impact factor: 11.025

Review 3.  The impact of human copy number variation on gene expression.

Authors:  Eric R Gamazon; Barbara E Stranger
Journal:  Brief Funct Genomics       Date:  2015-04-27       Impact factor: 4.241

4.  GRIK5 Genetically Regulated Expression Associated with Eye and Vascular Phenomes: Discovery through Iteration among Biobanks, Electronic Health Records, and Zebrafish.

Authors:  Gokhan Unlu; Eric R Gamazon; Xinzi Qi; Daniel S Levic; Lisa Bastarache; Joshua C Denny; Dan M Roden; Ilya Mayzus; Max Breyer; Xue Zhong; Anuar I Konkashbaev; Andrey Rzhetsky; Ela W Knapik; Nancy J Cox
Journal:  Am J Hum Genet       Date:  2019-02-28       Impact factor: 11.025

5.  Multi-tissue transcriptome analyses identify genetic mechanisms underlying neuropsychiatric traits.

Authors:  Eric R Gamazon; Aeilko H Zwinderman; Nancy J Cox; Damiaan Denys; Eske M Derks
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6.  Allele-specific copy-number discovery from whole-genome and whole-exome sequencing.

Authors:  WeiBo Wang; Wei Wang; Wei Sun; James J Crowley; Jin P Szatkiewicz
Journal:  Nucleic Acids Res       Date:  2015-04-16       Impact factor: 16.971

7.  Association of modifiers and other genetic factors explain Marfan syndrome clinical variability.

Authors:  Melodie Aubart; Steven Gazal; Pauline Arnaud; Louise Benarroch; Marie-Sylvie Gross; Julien Buratti; Anne Boland; Vincent Meyer; Habib Zouali; Nadine Hanna; Olivier Milleron; Chantal Stheneur; Thomas Bourgeron; Isabelle Desguerre; Marie-Paule Jacob; Laurent Gouya; Emmanuelle Génin; Jean-François Deleuze; Guillaume Jondeau; Catherine Boileau
Journal:  Eur J Hum Genet       Date:  2018-08-07       Impact factor: 4.246

8.  A Fast Method that Uses Polygenic Scores to Estimate the Variance Explained by Genome-wide Marker Panels and the Proportion of Variants Affecting a Trait.

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Journal:  Am J Hum Genet       Date:  2015-07-16       Impact factor: 11.025

9.  Partitioning gene-level contributions to complex-trait heritability by allele frequency identifies disease-relevant genes.

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Journal:  Am J Hum Genet       Date:  2022-03-09       Impact factor: 11.043

10.  A New Method for Detecting Associations with Rare Copy-Number Variants.

Authors:  Jung-Ying Tzeng; Patrik K E Magnusson; Patrick F Sullivan; Jin P Szatkiewicz
Journal:  PLoS Genet       Date:  2015-10-02       Impact factor: 5.917

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