[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 …

Responsible use of polygenic risk scores in the clinic: potential benefits, risks and gaps

Nature Medicine, 2021 - nature.com
Polygenic risk scores (PRSs) aggregate the many small effects of alleles across the human
genome to estimate the risk of a disease or disease-related trait for an individual. The …

[HTML][HTML] A multi-ancestry polygenic risk score improves risk prediction for coronary artery disease

AP Patel, M Wang, Y Ruan, S Koyama, SL Clarke… - Nature Medicine, 2023 - nature.com
Identification of individuals at highest risk of coronary artery disease (CAD)—ideally before
onset—remains an important public health need. Prior studies have developed genome …

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 …

[HTML][HTML] 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 …

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 …

Principles and methods for transferring polygenic risk scores across global populations

L Kachuri, N Chatterjee, J Hirbo, DJ Schaid… - Nature Reviews …, 2024 - nature.com
Polygenic risk scores (PRSs) summarize the genetic predisposition of a complex human trait
or disease and may become a valuable tool for advancing precision medicine. However …

[HTML][HTML] Development of a clinical polygenic risk score assay and reporting workflow

L Hao, P Kraft, GF Berriz, ED Hynes, C Koch… - Nature medicine, 2022 - nature.com
Implementation of polygenic risk scores (PRS) may improve disease prevention and
management but poses several challenges: the construction of clinically valid assays …

[HTML][HTML] The complex genetic architecture of Alzheimer's disease: novel insights and future directions

SJ Andrews, AE Renton, B Fulton-Howard… - …, 2023 - thelancet.com
Background Alzheimer's disease (AD) is a complex multifactorial neurodegenerative
disorder and the most common form of dementia. AD is highly heritable, with heritability …

Multi-ancestry genome-wide association analyses identify novel genetic mechanisms in rheumatoid arthritis

K Ishigaki, S Sakaue, C Terao, Y Luo, K Sonehara… - Nature …, 2022 - nature.com
Rheumatoid arthritis (RA) is a highly heritable complex disease with unknown etiology. Multi-
ancestry genetic research of RA promises to improve power to detect genetic signals, fine …