Molecular quantitative trait loci
Understanding functional effects of genetic variants is one of the key challenges in human
genetics, as much of disease-associated variation is located in non-coding regions with …
genetics, as much of disease-associated variation is located in non-coding regions with …
Function and information content of DNA methylation
D Schübeler - Nature, 2015 - nature.com
Cytosine methylation is a DNA modification generally associated with transcriptional
silencing. Factors that regulate methylation have been linked to human disease, yet how …
silencing. Factors that regulate methylation have been linked to human disease, yet how …
An environment-dependent transcriptional network specifies human microglia identity
INTRODUCTION Microglia play essential roles in central nervous system homeostasis and
influence diverse aspects of neuronal function, including refinement of synaptic networks …
influence diverse aspects of neuronal function, including refinement of synaptic networks …
Predicting effects of noncoding variants with deep learning–based sequence model
J Zhou, OG Troyanskaya - Nature methods, 2015 - nature.com
Identifying functional effects of noncoding variants is a major challenge in human genetics.
To predict the noncoding-variant effects de novo from sequence, we developed a deep …
To predict the noncoding-variant effects de novo from sequence, we developed a deep …
Chromatin architecture reorganization during stem cell differentiation
Higher-order chromatin structure is emerging as an important regulator of gene expression.
Although dynamic chromatin structures have been identified in the genome, the full scope of …
Although dynamic chromatin structures have been identified in the genome, the full scope of …
An xQTL map integrates the genetic architecture of the human brain's transcriptome and epigenome
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 …
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 …
in traits ranging from growth and fitness in simple organisms to disease in humans …
Methods of integrating data to uncover genotype–phenotype interactions
MD Ritchie, ER Holzinger, R Li… - Nature Reviews …, 2015 - nature.com
Recent technological advances have expanded the breadth of available omic data, from
whole-genome sequencing data, to extensive transcriptomic, methylomic and metabolomic …
whole-genome sequencing data, to extensive transcriptomic, methylomic and metabolomic …
The selection and function of cell type-specific enhancers
The human body contains several hundred cell types, all of which share the same genome.
In metazoans, much of the regulatory code that drives cell type-specific gene expression is …
In metazoans, much of the regulatory code that drives cell type-specific gene expression is …
Parkinson-associated risk variant in distal enhancer of α-synuclein modulates target gene expression
F Soldner, Y Stelzer, CS Shivalila, BJ Abraham… - Nature, 2016 - nature.com
Genome-wide association studies (GWAS) have identified numerous genetic variants
associated with complex diseases, but mechanistic insights are impeded by a lack of …
associated with complex diseases, but mechanistic insights are impeded by a lack of …