Genome-wide association studies

E Uffelmann, QQ Huang, NS Munung… - Nature Reviews …, 2021 - nature.com
Genome-wide association studies (GWAS) test hundreds of thousands of genetic variants
across many genomes to find those statistically associated with a specific trait or disease …

[PDF][PDF] 15 years of GWAS discovery: realizing the promise

A Abdellaoui, L Yengo, KJH Verweij… - The American Journal of …, 2023 - cell.com
It has been 15 years since the advent of the genome-wide association study (GWAS) era.
Here, we review how this experimental design has realized its promise by facilitating an …

A single-cell atlas of human and mouse white adipose tissue

MP Emont, C Jacobs, AL Essene, D Pant, D Tenen… - Nature, 2022 - nature.com
White adipose tissue, once regarded as morphologically and functionally bland, is now
recognized to be dynamic, plastic and heterogenous, and is involved in a wide array of …

Genetic diversity fuels gene discovery for tobacco and alcohol use

GRB Saunders, X Wang, F Chen, SK Jang, M Liu… - Nature, 2022 - nature.com
Tobacco and alcohol use are heritable behaviours associated with 15% and 5.3% of
worldwide deaths, respectively, due largely to broad increased risk for disease and injury …

Leveraging fine-mapping and multipopulation training data to improve cross-population polygenic risk scores

O Weissbrod, M Kanai, H Shi, S Gazal, WJ Peyrot… - Nature Genetics, 2022 - nature.com
Polygenic risk scores suffer reduced accuracy in non-European populations, exacerbating
health disparities. We propose PolyPred, a method that improves cross-population …

A generalized linear mixed model association tool for biobank-scale data

L Jiang, Z Zheng, H Fang, J Yang - Nature genetics, 2021 - nature.com
Compared with linear mixed model-based genome-wide association (GWA) methods,
generalized linear mixed model (GLMM)-based methods have better statistical properties …

Rare variant contribution to human disease in 281,104 UK Biobank exomes

Q Wang, RS Dhindsa, K Carss, AR Harper, A Nag… - Nature, 2021 - nature.com
Genome-wide association studies have uncovered thousands of common variants
associated with human disease, but the contribution of rare variants to common disease …

Genome-wide enhancer maps link risk variants to disease genes

J Nasser, DT Bergman, CP Fulco, P Guckelberger… - Nature, 2021 - nature.com
Genome-wide association studies (GWAS) have identified thousands of noncoding loci that
are associated with human diseases and complex traits, each of which could reveal insights …

Genome-wide association study of more than 40,000 bipolar disorder cases provides new insights into the underlying biology

N Mullins, AJ Forstner, KS O'Connell, B Coombes… - Nature …, 2021 - nature.com
Bipolar disorder is a heritable mental illness with complex etiology. We performed a genome-
wide association study of 41,917 bipolar disorder cases and 371,549 controls of European …

Epigenomic and transcriptomic analyses define core cell types, genes and targetable mechanisms for kidney disease

H Liu, T Doke, D Guo, X Sheng, Z Ma, J Park, HMT Vy… - Nature …, 2022 - nature.com
More than 800 million people suffer from kidney disease, yet the mechanism of kidney
dysfunction is poorly understood. In the present study, we define the genetic association with …