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Genetic correlations of polygenic disease traits: from theory to practice
W Van Rheenen, WJ Peyrot, AJ Schork… - Nature Reviews …, 2019 - nature.com
The genetic correlation describes the genetic relationship between two traits and can
contribute to a better understanding of the shared biological pathways and/or the causality …
contribute to a better understanding of the shared biological pathways and/or the causality …
Advancing the understanding of autism disease mechanisms through genetics
Progress in understanding the genetic etiology of autism spectrum disorders (ASD) has
fueled remarkable advances in our understanding of its potential neurobiological …
fueled remarkable advances in our understanding of its potential neurobiological …
Multi-trait analysis of genome-wide association summary statistics using MTAG
We introduce multi-trait analysis of GWAS (MTAG), a method for joint analysis of summary
statistics from genome-wide association studies (GWAS) of different traits, possibly from …
statistics from genome-wide association studies (GWAS) of different traits, possibly from …
[HTML][HTML] Human demographic history impacts genetic risk prediction across diverse populations
The vast majority of genome-wide association studies (GWASs) are performed in
Europeans, and their transferability to other populations is dependent on many factors (eg …
Europeans, and their transferability to other populations is dependent on many factors (eg …
Develo** and evaluating polygenic risk prediction models for stratified disease prevention
Abstract Knowledge of genetics and its implications for human health is rapidly evolving in
accordance with recent events, such as discoveries of large numbers of disease …
accordance with recent events, such as discoveries of large numbers of disease …
Modeling linkage disequilibrium increases accuracy of polygenic risk scores
Polygenic risk scores have shown great promise in predicting complex disease risk and will
become more accurate as training sample sizes increase. The standard approach for …
become more accurate as training sample sizes increase. The standard approach for …
A statistical framework for cross-tissue transcriptome-wide association analysis
Transcriptome-wide association analysis is a powerful approach to studying the genetic
architecture of complex traits. A key component of this approach is to build a model to impute …
architecture of complex traits. A key component of this approach is to build a model to impute …
A hierarchical causal taxonomy of psychopathology across the life span.
We propose a taxonomy of psychopathology based on patterns of shared causal influences
identified in a review of multivariate behavior genetic studies that distinguish genetic and …
identified in a review of multivariate behavior genetic studies that distinguish genetic and …
Genetics and genomics of psychiatric disease
DH Geschwind, J Flint - Science, 2015 - science.org
Large-scale genomic investigations have just begun to illuminate the molecular genetic
contributions to major psychiatric illnesses, ranging from small-effect-size common variants …
contributions to major psychiatric illnesses, ranging from small-effect-size common variants …
Genetic prediction of complex traits with polygenic scores: a statistical review
Accurate genetic prediction of complex traits can facilitate disease screening, improve early
intervention, and aid in the development of personalized medicine. Genetic prediction of …
intervention, and aid in the development of personalized medicine. Genetic prediction of …