The post-GWAS era: from association to function

MD Gallagher, AS Chen-Plotkin - The American Journal of Human …, 2018 - cell.com
During the past 12 years, genome-wide association studies (GWASs) have uncovered
thousands of genetic variants that influence risk for complex human traits and diseases. Yet …

Where are the disease-associated eQTLs?

BD Umans, A Battle, Y Gilad - Trends in Genetics, 2021 - cell.com
Most disease-associated variants, although located in putatively regulatory regions, do not
have detectable effects on gene expression. One explanation could be that we have not …

Tractor uses local ancestry to enable the inclusion of admixed individuals in GWAS and to boost power

EG Atkinson, AX Maihofer, M Kanai, AR Martin… - Nature …, 2021 - nature.com
Admixed populations are routinely excluded from genomic studies due to concerns over
population structure. Here, we present a statistical framework and software package, Tractor …

Shared genetic origin of asthma, hay fever and eczema elucidates allergic disease biology

MA Ferreira, JM Vonk, H Baurecht, I Marenholz… - Nature …, 2017 - nature.com
Asthma, hay fever (or allergic rhinitis) and eczema (or atopic dermatitis) often coexist in the
same individuals, partly because of a shared genetic origin,,. To identify shared risk variants …

Brain expression quantitative trait locus and network analyses reveal downstream effects and putative drivers for brain-related diseases

N de Klein, EA Tsai, M Vochteloo, D Baird, Y Huang… - Nature …, 2023 - nature.com
Identification of therapeutic targets from genome-wide association studies (GWAS) requires
insights into downstream functional consequences. We harmonized 8,613 RNA-sequencing …

Single-cell RNA sequencing identifies celltype-specific cis-eQTLs and co-expression QTLs

MGP Van Der Wijst, H Brugge, DH De Vries, P Deelen… - Nature …, 2018 - nature.com
Genome-wide association studies have identified thousands of genetic variants that are
associated with disease. Most of these variants have small effect sizes, but their downstream …

Identification of context-dependent expression quantitative trait loci in whole blood

DV Zhernakova, P Deelen, M Vermaat, M Van Iterson… - Nature …, 2017 - nature.com
Genetic risk factors often localize to noncoding regions of the genome with unknown effects
on disease etiology,. Expression quantitative trait loci (eQTLs) help to explain the regulatory …

Beyond GWASs: illuminating the dark road from association to function

SL Edwards, J Beesley, JD French… - The American Journal of …, 2013 - cell.com
Genome-wide association studies (GWASs) have enabled the discovery of common genetic
variation contributing to normal and pathological traits and clinical drug responses, but …

The single-cell eQTLGen consortium

MGP van der Wijst, DH De Vries, HE Groot, G Trynka… - elife, 2020 - elifesciences.org
In recent years, functional genomics approaches combining genetic information with bulk
RNA-sequencing data have identified the downstream expression effects of disease …

Guidelines for bioinformatics of single-cell sequencing data analysis in Alzheimer's disease: review, recommendation, implementation and application

M Wang, W Song, C Ming, Q Wang, X Zhou… - Molecular …, 2022 - Springer
Alzheimer's disease (AD) is the most common form of dementia, characterized by
progressive cognitive impairment and neurodegeneration. Extensive clinical and genomic …