Genomic prediction of complex human traits: relatedness, trait architecture and predictive meta-models

Poly-Omic Prediction of Complex Traits: OmicKriging

(2014) Heather E. Wheeler et al.   GENETIC EPIDEMIOLOGY

Enhancing Genome-Enabled Prediction by Bagging Genomic BLUP

(2014) Daniel Gianola et al.   PLoS One

Genetic Prediction of Quantitative Lipid Traits: Comparing Shrinkage Models to Gene Scores

(2013) Helen Warren et al.   GENETIC EPIDEMIOLOGY

Genome-Wide Prediction of Traits with Different Genetic Architecture Through Efficient Variable Selection

(2013) V. Wimmer et al.   GENETICS

Seeing is believing

(2013) Luc G Berthiaume   Nature Chemical Biology

Projecting the performance of risk prediction based on polygenic analyses of genome-wide association studies

(2013) Nilanjan Chatterjee et al.   NATURE GENETICS

Discovery and refinement of loci associated with lipid levels

(2013) Cristen J Willer et al.   NATURE GENETICS

Genome-wide association analysis identifies 13 new risk loci for schizophrenia

(2013) Stephan Ripke et al.   NATURE GENETICS

Pitfalls of predicting complex traits from SNPs

(2013) Naomi R. Wray et al.   NATURE REVIEWS GENETICS

Prediction of Complex Human Traits Using the Genomic Best Linear Unbiased Predictor

(2013) Gustavo de los Campos et al.   PLoS Genetics

Power and Predictive Accuracy of Polygenic Risk Scores

(2013) Frank Dudbridge   PLoS Genetics

Using Extended Genealogy to Estimate Components of Heritability for 23 Quantitative and Dichotomous Traits

(2013) Noah Zaitlen et al.   PLoS Genetics

Inclusion of Gene-Gene and Gene-Environment Interactions Unlikely to Dramatically Improve Risk Prediction for Complex Diseases

(2012) Hugues Aschard et al.   AMERICAN JOURNAL OF HUMAN GENETICS

The Clinical Pharmacogenomics Implementation Consortium: CPIC Guideline for SLCO1B1 and Simvastatin-Induced Myopathy

(2012) R A Wilke et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Performance and Robustness of Penalized and Unpenalized Methods for Genetic Prediction of Complex Human Disease

(2012) Gad Abraham et al.   GENETIC EPIDEMIOLOGY

A Comprehensive Genetic Approach for Improving Prediction of Skin Cancer Risk in Humans

(2012) Ana I. Vazquez et al.   GENETICS

Whole-Genome Regression and Prediction Methods Applied to Plant and Animal Breeding

(2012) G. de los Campos et al.   GENETICS

Realizing Genomic Medicine

(2012) Elizabeth G. Phimister et al.   NEW ENGLAND JOURNAL OF MEDICINE

Prediction of Expected Years of Life Using Whole-Genome Markers

(2012) Gustavo de los Campos et al.   PLoS One

The mystery of missing heritability: Genetic interactions create phantom heritability

(2012) O. Zuk et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Heritability and Genetic Correlations Explained by Common SNPs for Metabolic Syndrome Traits

(2012) Shashaank Vattikuti et al.   PLoS Genetics

A large multi-centre European study validates high-sensitivity C-reactive protein (hsCRP) as a clinical biomarker for the diagnosis of diabetes subtypes

(2011) G. Thanabalasingham et al.   DIABETOLOGIA

Beyond Missing Heritability: Prediction of Complex Traits

(2011) Robert Makowsky et al.   PLoS Genetics

Risk prediction using genome-wide association studies

(2010) Charles Kooperberg et al.   GENETIC EPIDEMIOLOGY

Hundreds of variants clustered in genomic loci and biological pathways affect human height

(2010) Hana Lango Allen et al.   NATURE

Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index

(2010) Elizabeth K Speliotes et al.   NATURE GENETICS

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

(2010) Jian Yang et al.   NATURE GENETICS

Personalized genomic information: preparing for the future of genetic medicine

(2010) Alan E. Guttmacher et al.   NATURE REVIEWS GENETICS

Predicting genetic predisposition in humans: the promise of whole-genome markers

(2010) Gustavo de los Campos et al.   NATURE REVIEWS GENETICS

Genome-wide Association Study of Anthropometric Traits in Korčula Island, Croatia

(2009) Ozren Polašek et al.   CROATIAN MEDICAL JOURNAL

“10 001 Dalmatians:” Croatia Launches Its National Biobank

(2009) Igor Rudan et al.   CROATIAN MEDICAL JOURNAL

Harnessing the information contained within genome-wide association studies to improve individual prediction of complex disease risk

(2009) David M. Evans et al.   HUMAN MOLECULAR GENETICS

Common polygenic variation contributes to risk of schizophrenia and bipolar disorder

(2009) Shaun M. Purcell et al.   NATURE

Prediction and Interaction in Complex Disease Genetics: Experience in Type 1 Diabetes

(2009) David G. Clayton   PLoS Genetics

Interpretation of Genetic Association Studies: Markers with Replicated Highly Significant Odds Ratios May Be Poor Classifiers

(2009) Johanna Jakobsdottir et al.   PLoS Genetics

A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies

(2009) Bryan N. Howie et al.   PLoS Genetics

Runs of Homozygosity in European Populations

(2008) Ruth McQuillan et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Genetic Testing in Clinical Practice

(2008) Steven W.J. Lamberts et al.   Annual Review of Medicine

Performance of Genomic Selection in Mice

(2008) A. Legarra et al.   GENETICS

Genome-based prediction of common diseases: advances and prospects

(2008) A. C. J.W. Janssens et al.   HUMAN MOLECULAR GENETICS

Polygenes, Risk Prediction, and Targeted Prevention of Breast Cancer

(2008) Paul D.P. Pharoah et al.   NEW ENGLAND JOURNAL OF MEDICINE