From GWAS to function: using functional genomics to identify the mechanisms underlying complex diseases

E Cano-Gamez, G Trynka - Frontiers in genetics, 2020 - frontiersin.org
Genome-wide association studies (GWAS) have successfully mapped thousands of loci
associated with complex traits. These associations could reveal the molecular mechanisms …

Genetic impacts on DNA methylation: research findings and future perspectives

S Villicaña, JT Bell - Genome biology, 2021 - Springer
Multiple recent studies highlight that genetic variants can have strong impacts on a
significant proportion of the human DNA methylome. Methylation quantitative trait loci, or …

DNA methylation QTL mapping across diverse human tissues provides molecular links between genetic variation and complex traits

M Oliva, K Demanelis, Y Lu, M Chernoff, F Jasmine… - Nature …, 2023 - nature.com
Studies of DNA methylation (DNAm) in solid human tissues are relatively scarce; tissue-
specific characterization of DNAm is needed to understand its role in gene regulation and its …

Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation

JL Min, G Hemani, E Hannon, KF Dekkers… - Nature …, 2021 - nature.com
Characterizing genetic influences on DNA methylation (DNAm) provides an opportunity to
understand mechanisms underpinning gene regulation and disease. In the present study …

SeSAMe: reducing artifactual detection of DNA methylation by Infinium BeadChips in genomic deletions

W Zhou, TJ Triche Jr, PW Laird… - Nucleic acids research, 2018 - academic.oup.com
We report a new class of artifacts in DNA methylation measurements from Illumina
HumanMethylation450 and MethylationEPIC arrays. These artifacts reflect failed …

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 …

The role of regulatory variation in complex traits and disease

FW Albert, L Kruglyak - Nature Reviews Genetics, 2015 - nature.com
We are in a phase of unprecedented progress in identifying genetic loci that cause variation
in traits ranging from growth and fitness in simple organisms to disease in humans …

Genetic analyses support the contribution of mRNA N6-methyladenosine (m6A) modification to human disease heritability

Z Zhang, K Luo, Z Zou, M Qiu, J Tian, L Sieh, H Shi… - Nature …, 2020 - nature.com
Abstract N 6-methyladenosine (m6A) plays important roles in regulating messenger RNA
processing. Despite rapid progress in this field, little is known about the genetic …

Systematic identification of genetic influences on methylation across the human life course

TR Gaunt, HA Shihab, G Hemani, JL Min, G Woodward… - Genome biology, 2016 - Springer
Background The influence of genetic variation on complex diseases is potentially mediated
through a range of highly dynamic epigenetic processes exhibiting temporal variation during …

The genetics of transcription factor DNA binding variation

B Deplancke, D Alpern, V Gardeux - Cell, 2016 - cell.com
Most complex trait-associated variants are located in non-coding regulatory regions of the
genome, where they have been shown to disrupt transcription factor (TF)-DNA binding …