ArticlePLoS genetics2017
Shared regulatory sites are abundant in the human genome and shed light on genome evolution and disease pleiotropy.
Article in PLoS genetics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed, 21 citations in OpenAlex.
- Nanoparticle-enriched mass spectrometry proteomics in British South Asians identifies links between genetic variants, plasma protein levels and disease risk.Nature genetics · 2026Article
- Prediction of causal genes at GWAS loci with pleiotropic gene regulatory effects using sets of correlated instrumental variables.PLoS genetics · 2024Article
- Article
- The activity of human enhancers is modulated by the splicing of their associated lncRNAs.PLoS computational biology · 2022Article
- Genome-wide DNA methylation patterns associated with general psychopathology in children.Journal of psychiatric research · 2021Article
- Estimation of high-dimensional directed acyclic graphs with surrogate intervention.Biostatistics (Oxford, England) · 2020Article
- Reconstructing the blood metabolome and genotype using long-range chromatin interactions.Metabolism open · 2020Article
- Enhancer deletion and allelic effects define a regulatory molecular mechanism at the VLDLR cholesterol GWAS locus.Human molecular genetics · 2019Article
- Efficient and accurate causal inference with hidden confounders from genome-transcriptome variation data.PLoS computational biology · 2017Article
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Authors and funding
3 authors at 3 institutions in 1 country.
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Abstract
Large-scale gene expression datasets are providing an increasing understanding of the location of cis-eQTLs in the human genome and their role in disease. However, little is currently known regarding the extent of regulatory site-sharing between genes. This is despite it having potentially wide-ranging implications, from the determination of the way in which genetic variants may shape multiple phenotypes to the understanding of the evolution of human gene order. By first identifying the location of non-redundant cis-eQTLs, we show that regulatory site-sharing is a relatively common phenomenon in the human genome, with over 10% of non-redundant regulatory variants linked to the expression of multiple nearby genes. We show that these shared, local regulatory sites are linked to high levels of chromatin looping between the regulatory sites and their associated genes. In addition, these co-regulated gene modules are found to be strongly conserved across mammalian species, suggesting that shared regulatory sites have played an important role in shaping human gene order. The association of these shared cis-eQTLs with multiple genes means they also appear to be unusually important in understanding the genetics of human phenotypes and pleiotropy, with shared regulatory sites more often linked to multiple human phenotypes than other regulatory variants. This study shows that regulatory site-sharing is likely an underappreciated aspect of gene regulation and has important implications for the understanding of various biological phenomena, including how the two and three dimensional structures of the genome have been shaped and the potential causes of disease pleiotropy outside coding regions.
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