Zhihong Zhu, Andrew Bakshi, Anna A. E

Slides:



Advertisements
Similar presentations
Previous Estimates of Mitochondrial DNA Mutation Level Variance Did Not Account for Sampling Error: Comparing the mtDNA Genetic Bottleneck in Mice and.
Advertisements

Functional Analysis of the Neurofibromatosis Type 2 Protein by Means of Disease- Causing Point Mutations Renee P. Stokowski, David R. Cox The American.
Fragile X and X-Linked Intellectual Disability: Four Decades of Discovery Herbert A. Lubs, Roger E. Stevenson, Charles E. Schwartz The American Journal.
Constrained Score Statistics Identify Genetic Variants Interacting with Multiple Risk Factors in Barrett’s Esophagus  James Y. Dai, Jean de Dieu Tapsoba,
A Common Variant in SLC8A1 Is Associated with the Duration of the Electrocardiographic QT Interval  Jong Wook Kim, Kyung-Won Hong, Min Jin Go, Sung Soo.
Michael Dannemann, Janet Kelso  The American Journal of Human Genetics 
Three Genome-wide Association Studies and a Linkage Analysis Identify HERC2 as a Human Iris Color Gene  Manfred Kayser, Fan Liu, A. Cecile J.W. Janssens,
Strong Evidence That KIAA0319 on Chromosome 6p Is a Susceptibility Gene for Developmental Dyslexia  Natalie Cope, Denise Harold, Gary Hill, Valentina.
Genetic Association Analysis under Complex Survey Sampling: The Hispanic Community Health Study/Study of Latinos  Dan-Yu Lin, Ran Tao, William D. Kalsbeek,
K. Alaine Broadaway, David J. Cutler, Richard Duncan, Jacob L
Genome-Wide Association Analysis Implicates Elastic Microfibrils in the Development of Nonsyndromic Striae Distensae  Joyce Y. Tung, Amy K. Kiefer, Meghan.
Multifactor-Dimensionality Reduction Reveals High-Order Interactions among Estrogen- Metabolism Genes in Sporadic Breast Cancer  Marylyn D. Ritchie, Lance.
Common Variants of Large Effect in F12, KNG1, and HRG Are Associated with Activated Partial Thromboplastin Time  Lorna M. Houlihan, Gail Davies, Albert.
A Locus on Chromosome 1p36 Is Associated with Thyrotropin and Thyroid Function as Identified by Genome-wide Association Study  Vijay Panicker, Scott G.
Fast Principal-Component Analysis Reveals Convergent Evolution of ADH1B in Europe and East Asia  Kevin J. Galinsky, Gaurav Bhatia, Po-Ru Loh, Stoyan Georgiev,
Introgression of Neandertal- and Denisovan-like Haplotypes Contributes to Adaptive Variation in Human Toll-like Receptors  Michael Dannemann, Aida M.
2016 Curt Stern Award Address: From Rare to Common Diseases: Translating Genetic Discovery to Therapy1  Brendan Lee  The American Journal of Human Genetics 
Integrating Gene Expression with Summary Association Statistics to Identify Genes Associated with 30 Complex Traits  Nicholas Mancuso, Huwenbo Shi, Pagé.
Huwenbo Shi, Nicholas Mancuso, Sarah Spendlove, Bogdan Pasaniuc 
Miao-Xin Li, Hong-Sheng Gui, Johnny S.H. Kwan, Pak C. Sham 
Genome-wide Analysis of Body Proportion Classifies Height-Associated Variants by Mechanism of Action and Implicates Genes Important for Skeletal Development 
So Many Correlated Tests, So Little Time
Improved Heritability Estimation from Genome-wide SNPs
Rounak Dey, Ellen M. Schmidt, Goncalo R. Abecasis, Seunggeun Lee 
Genetic Association Analysis under Complex Survey Sampling: The Hispanic Community Health Study/Study of Latinos  Dan-Yu Lin, Ran Tao, William D. Kalsbeek,
Weight Loss after Gastric Bypass Is Associated with a Variant at 15q26
10 Years of GWAS Discovery: Biology, Function, and Translation
Michael Dannemann, Janet Kelso  The American Journal of Human Genetics 
Highly Significant Linkage to the SLI1 Locus in an Expanded Sample of Individuals Affected by Specific Language Impairment    The American Journal of.
Adiponectin Concentrations: A Genome-wide Association Study
HYST: A Hybrid Set-Based Test for Genome-wide Association Studies, with Application to Protein-Protein Interaction-Based Association Analysis  Miao-Xin.
Variant Association Tools for Quality Control and Analysis of Large-Scale Sequence and Genotyping Array Data  Gao T. Wang, Bo Peng, Suzanne M. Leal  The.
A Flexible Bayesian Framework for Modeling Haplotype Association with Disease, Allowing for Dominance Effects of the Underlying Causative Variants  Andrew.
Kristina Allen-Brady, Peggy A. Norton, James M
Transethnic Genetic-Correlation Estimates from Summary Statistics
Xiangqing Sun, Robert Elston, Nathan Morris, Xiaofeng Zhu 
Maximizing the Power of Principal-Component Analysis of Correlated Phenotypes in Genome-wide Association Studies  Hugues Aschard, Bjarni J. Vilhjálmsson,
Meta-analysis of Correlated Traits via Summary Statistics from GWASs with an Application in Hypertension  Xiaofeng Zhu, Tao Feng, Bamidele O. Tayo, Jingjing.
Sherlock: Detecting Gene-Disease Associations by Matching Patterns of Expression QTL and GWAS  Xin He, Chris K. Fuller, Yi Song, Qingying Meng, Bin Zhang,
Sang Hong Lee, Naomi R. Wray, Michael E. Goddard, Peter M. Visscher 
A Weighted False Discovery Rate Control Procedure Reveals Alleles at FOXA2 that Influence Fasting Glucose Levels  Chao Xing, Jonathan C. Cohen, Eric Boerwinkle 
Mendelian Randomization Analysis Identifies CpG Sites as Putative Mediators for Genetic Influences on Cardiovascular Disease Risk  Tom G. Richardson,
The Genetic Architecture of Gene Expression in Peripheral Blood
Constrained Score Statistics Identify Genetic Variants Interacting with Multiple Risk Factors in Barrett’s Esophagus  James Y. Dai, Jean de Dieu Tapsoba,
10 Years of GWAS Discovery: Biology, Function, and Translation
Five Years of GWAS Discovery
Diego Calderon, Anand Bhaskar, David A
Hugues Aschard, Bjarni J. Vilhjálmsson, Amit D. Joshi, Alkes L
Johanna Jakobsdottir, Mary Sara McPeek 
Erratum The American Journal of Human Genetics
Estimating Genetic Effects and Quantifying Missing Heritability Explained by Identified Rare-Variant Associations  Dajiang J. Liu, Suzanne M. Leal  The.
Huwenbo Shi, Gleb Kichaev, Bogdan Pasaniuc 
A Versatile Gene-Based Test for Genome-wide Association Studies
Imputing Phenotypes for Genome-wide Association Studies
Pei-Lung Chen, Dimitrios Avramopoulos, Virginia K. Lasseter, John A
Wei Pan, Il-Youp Kwak, Peng Wei  The American Journal of Human Genetics 
Epistasis and Its Implications for Personal Genetics
Joseph K. Pickrell  The American Journal of Human Genetics 
L-GATOR: Genetic Association Testing for a Longitudinally Measured Quantitative Trait in Samples with Related Individuals  Xiaowei Wu, Mary Sara McPeek 
Unified Sequence-Based Association Tests Allowing for Multiple Functional Annotations and Meta-analysis of Noncoding Variation in Metabochip Data  Zihuai.
Xiang Wan, Can Yang, Qiang Yang, Hong Xue, Xiaodan Fan, Nelson L. S
Common Variants of Large Effect in F12, KNG1, and HRG Are Associated with Activated Partial Thromboplastin Time  Lorna M. Houlihan, Gail Davies, Albert.
The HTT CAG-Expansion Mutation Determines Age at Death but Not Disease Duration in Huntington Disease  Jae Whan Keum, Aram Shin, Tammy Gillis, Jayalakshmi Srinidhi.
Sarah E. Medland, Dale R. Nyholt, Jodie N. Painter, Brian P
Harold A. Nieuwboer, René Pool, Conor V. Dolan, Dorret I
Leveraging Multi-ethnic Evidence for Mapping Complex Traits in Minority Populations: An Empirical Bayes Approach  Marc A. Coram, Sophie I. Candille, Qing.
Estimating SNP-Based Heritability and Genetic Correlation in Case-Control Studies Directly and with Summary Statistics  Omer Weissbrod, Jonathan Flint,
Zuoheng Wang, Mary Sara McPeek  The American Journal of Human Genetics 
Introgression of Neandertal- and Denisovan-like Haplotypes Contributes to Adaptive Variation in Human Toll-like Receptors  Michael Dannemann, Aida M.
The Size Distribution of Homozygous Segments in the Human Genome
Presentation transcript:

Dominance Genetic Variation Contributes Little to the Missing Heritability for Human Complex Traits  Zhihong Zhu, Andrew Bakshi, Anna A.E. Vinkhuyzen, Gibran Hemani, Sang Hong Lee, Ilja M. Nolte, Jana V. van Vliet-Ostaptchouk, Harold Snieder, Tonu Esko, Lili Milani, Reedik Mägi, Andres Metspalu, William G. Hill, Bruce S. Weir, Michael E. Goddard, Peter M. Visscher, Jian Yang  The American Journal of Human Genetics  Volume 96, Issue 3, Pages 377-385 (March 2015) DOI: 10.1016/j.ajhg.2015.01.001 Copyright © 2015 The American Society of Human Genetics Terms and Conditions

Figure 1 Off-Diagonal Elements of the Additive GRM against Those of the Dominance GRM The correlation is 3.40 × 10−4, which is not significantly different from zero (p = 0.11). The American Journal of Human Genetics 2015 96, 377-385DOI: (10.1016/j.ajhg.2015.01.001) Copyright © 2015 The American Society of Human Genetics Terms and Conditions

Figure 2 Distribution of the Estimates of hSNP2 and δSNP2 for 79 Traits in the ARIC Cohort To get an unbiased estimate of the mean of hSNP2 or δSNP2 across all the traits, the estimates of hSNP2 and δSNP2 for each trait were not constrained to be positive in the REML analysis. The mean estimates of hSNP2 and δSNP2 are 0.15 and 0.03, respectively. The American Journal of Human Genetics 2015 96, 377-385DOI: (10.1016/j.ajhg.2015.01.001) Copyright © 2015 The American Society of Human Genetics Terms and Conditions

Figure 3 Estimates of hSNP2 and δSNP2 in Three Independent Cohorts of ARIC, EGCUT, and LL and in the Combined Dataset of EGCUT and LL for Four Traits Error bar represents the standard error. The American Journal of Human Genetics 2015 96, 377-385DOI: (10.1016/j.ajhg.2015.01.001) Copyright © 2015 The American Society of Human Genetics Terms and Conditions

Figure 4 Genome-wide Association Tests for Dominance Effects for Factor VIII and von Willebrand Factor (A and B) Manhattan plots of p values for dominance effects from the model of fitting both additive and dominance effects for factor VIII (FVIII) (A) and von Willebrand factor (vWF) (B). SNPs with genome-wide significant dominance effects are located at the ABO gene locus. (C and D) Genotype-phenotype maps at the top SNP rs505922 for FVIII (C) and the top SNP rs612169 for vWF (D). The normalized phenotypic means in the three genotypic classes are −0.57, 0.12, and 0.30 at the SNP rs505922 for FVIII (C), and −0.57, 0.15, and 0.37 at the SNP rs612169 for vWF (D). Bars represent 2.5% and 97.5% quartiles of the phenotype distribution at each of the three genotypic classes. The American Journal of Human Genetics 2015 96, 377-385DOI: (10.1016/j.ajhg.2015.01.001) Copyright © 2015 The American Society of Human Genetics Terms and Conditions