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 …

Polygenic risk scores for cardiovascular disease: a scientific statement from the American Heart Association

JW O'Sullivan, S Raghavan, C Marquez-Luna… - Circulation, 2022 - Am Heart Assoc
Cardiovascular disease is the leading contributor to years lost due to disability or premature
death among adults. Current efforts focus on risk prediction and risk factor mitigation ‚which …

A saturated map of common genetic variants associated with human height

L Yengo, S Vedantam, E Marouli, J Sidorenko, E Bartell… - Nature, 2022 - nature.com
Common single-nucleotide polymorphisms (SNPs) are predicted to collectively explain 40–
50% of phenotypic variation in human height, but identifying the specific variants and …

Stroke genetics informs drug discovery and risk prediction across ancestries

A Mishra, R Malik, T Hachiya, T Jürgenson, S Namba… - Nature, 2022 - nature.com
Previous genome-wide association studies (GWASs) of stroke—the second leading cause of
death worldwide—were conducted predominantly in populations of European ancestry …

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 …

Polygenic scoring accuracy varies across the genetic ancestry continuum

Y Ding, K Hou, Z Xu, A Pimplaskar, E Petter, K Boulier… - Nature, 2023 - nature.com
Polygenic scores (PGSs) have limited portability across different groupings of individuals (for
example, by genetic ancestries and/or social determinants of health), preventing their …

Multivariate analysis of 1.5 million people identifies genetic associations with traits related to self-regulation and addiction

R Karlsson Linnér, TT Mallard, PB Barr… - Nature …, 2021 - nature.com
Behaviors and disorders related to self-regulation, such as substance use, antisocial
behavior and attention-deficit/hyperactivity disorder, are collectively referred to as …

[PDF][PDF] Global Biobank Meta-analysis Initiative: Powering genetic discovery across human disease

W Zhou, M Kanai, KHH Wu, H Rasheed, K Tsuo… - Cell Genomics, 2022 - cell.com
Biobanks facilitate genome-wide association studies (GWASs), which have mapped
genomic loci across a range of human diseases and traits. However, most biobanks are …

Genetic architecture of the inflammatory bowel diseases across East Asian and European ancestries

Z Liu, R Liu, H Gao, S Jung, X Gao, R Sun, X Liu… - Nature …, 2023 - nature.com
Inflammatory bowel diseases (IBDs) are chronic disorders of the gastrointestinal tract with
the following two subtypes: Crohn's disease (CD) and ulcerative colitis (UC). To date, most …

The power of genetic diversity in genome-wide association studies of lipids

SE Graham, SL Clarke, KHH Wu, S Kanoni, GJM Zajac… - Nature, 2021 - nature.com
Increased blood lipid levels are heritable risk factors of cardiovascular disease with varied
prevalence worldwide owing to different dietary patterns and medication use. Despite …