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 …

The role of sex in the genomics of human complex traits

EA Khramtsova, LK Davis, BE Stranger - Nature Reviews Genetics, 2019 - nature.com
Nearly all human complex traits and disease phenotypes exhibit some degree of sex
differences, including differences in prevalence, age of onset, severity or disease …

The impact of sex on gene expression across human tissues

M Oliva, M Muñoz-Aguirre, S Kim-Hellmuth, V Wucher… - Science, 2020 - science.org
INTRODUCTION Many complex human phenotypes, including diseases, exhibit sex-
differentiated characteristics. These sex differences have been variously attributed to …

Accurate estimation of cell composition in bulk expression through robust integration of single-cell information

B Jew, M Alvarez, E Rahmani, Z Miao, A Ko… - Nature …, 2020 - nature.com
We present Bisque, a tool for estimating cell type proportions in bulk expression. Bisque
implements a regression-based approach that utilizes single-cell RNA-seq (scRNA-seq) or …

Genetic variation influencing DNA methylation provides insights into molecular mechanisms regulating genomic function

JS Hawe, R Wilson, KT Schmid, L Zhou… - Nature …, 2022 - nature.com
We determined the relationships between DNA sequence variation and DNA methylation
using blood samples from 3,799 Europeans and 3,195 South Asians. We identify …

An xQTL map integrates the genetic architecture of the human brain's transcriptome and epigenome

B Ng, CC White, HU Klein, SK Sieberts… - Nature …, 2017 - nature.com
We report a multi-omic resource generated by applying quantitative trait locus (xQTL)
analyses to RNA sequence, DNA methylation and histone acetylation data from the …

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 …

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 …

Cellular deconvolution of GTEx tissues powers discovery of disease and cell-type associated regulatory variants

MKR Donovan, A D'Antonio-Chronowska… - Nature …, 2020 - nature.com
Abstract The Genotype-Tissue Expression (GTEx) resource has provided insights into the
regulatory impact of genetic variation on gene expression across human tissues; however …