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1.
Nature ; 533(7604): 539-42, 2016 05 26.
Article in English | MEDLINE | ID: mdl-27225129

ABSTRACT

Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals. Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.


Subject(s)
Brain/metabolism , Educational Status , Fetus/metabolism , Gene Expression Regulation/genetics , Genome-Wide Association Study , Polymorphism, Single Nucleotide/genetics , Alzheimer Disease/genetics , Bipolar Disorder/genetics , Cognition , Computational Biology , Gene-Environment Interaction , Humans , Molecular Sequence Annotation , Schizophrenia/genetics , United Kingdom
3.
Nat Commun ; 10(1): 2669, 2019 06 17.
Article in English | MEDLINE | ID: mdl-31209209

ABSTRACT

The Mediator complex regulates transcription by connecting enhancers to promoters. High Mediator binding density defines super enhancers, which regulate cell-identity genes and oncogenes. Protein interactions of Mediator may explain its role in these processes but have not been identified comprehensively. Here, we purify Mediator from neural stem cells (NSCs) and identify 75 protein-protein interaction partners. We identify super enhancers in NSCs and show that Mediator-interacting chromatin modifiers colocalize with Mediator at enhancers and super enhancers. Transcription factor families with high affinity for Mediator dominate enhancers and super enhancers and can explain genome-wide Mediator localization. We identify E-box transcription factor Tcf4 as a key regulator of NSCs. Tcf4 interacts with Mediator, colocalizes with Mediator at super enhancers and regulates neurogenic transcription factor genes with super enhancers and broad H3K4me3 domains. Our data suggest that high binding-affinity for Mediator is an important organizing feature in the transcriptional network that determines NSC identity.


Subject(s)
Gene Expression Regulation, Developmental/physiology , Gene Regulatory Networks/physiology , Mediator Complex/metabolism , Neural Stem Cells/physiology , Neurogenesis/genetics , Transcription Factor 4/metabolism , Cell Line , Enhancer Elements, Genetic/genetics , Histones/metabolism , Humans , Jumonji Domain-Containing Histone Demethylases/metabolism , Oxidoreductases, N-Demethylating/metabolism , Promoter Regions, Genetic/genetics , Protein Interaction Mapping , Protein Interaction Maps/genetics , Protein-Arginine N-Methyltransferases/metabolism , Transcription, Genetic/physiology
4.
Nat Commun ; 8(1): 690, 2017 09 25.
Article in English | MEDLINE | ID: mdl-28947736

ABSTRACT

Xist is indispensable for X chromosome inactivation. However, how Xist RNA directs chromosome-wide silencing and why some regions are more efficiently silenced than others remains unknown. Here, we explore the function of Xist by inducing ectopic Xist expression from multiple different X-linked and autosomal loci in mouse aneuploid and female diploid embryonic stem cells in which Xist-mediated silencing does not lead to lethal functional monosomy. We show that ectopic Xist expression faithfully recapitulates endogenous X chromosome inactivation from any location on the X chromosome, whereas long-range silencing of autosomal genes is less efficient. Long interspersed elements facilitate inactivation of genes located far away from the Xist transcription locus, and genes escaping X chromosome inactivation show enrichment of CTCF on X chromosomal but not autosomal loci. Our findings highlight important genomic and epigenetic features acquired during sex chromosome evolution to facilitate an efficient X chromosome inactivation process.Xist RNA is required for X chromosome inactivation but it is not well understood how Xist silences some regions more efficiently than others. Here, the authors induce ectopic Xist expression from multiple different X-linked and autosomal loci in cells to explore Xist function.


Subject(s)
Evolution, Molecular , RNA, Long Noncoding/physiology , X Chromosome Inactivation/genetics , Animals , CCCTC-Binding Factor/metabolism , Cell Differentiation/genetics , Embryonic Stem Cells/metabolism , Gene Silencing , Long Interspersed Nucleotide Elements/physiology , Mice , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism
5.
Antiviral Res ; 140: 1-12, 2017 04.
Article in English | MEDLINE | ID: mdl-28077314

ABSTRACT

Although hepatitis E has emerged as a global health issue, there is limited knowledge of its infection biology and no FDA-approved medication is available. Aiming to investigate the role of protein kinases in hepatitis E virus (HEV) infection and to identify potential antiviral targets, we screened a library of pharmacological kinase inhibitors in a cell culture model, a subgenomic HEV replicon containing luciferase reporter. We identified protein kinase C alpha (PKCα) as an essential cell host factor restricting HEV replication. Both specific inhibitor and shRNA-mediated knockdown of PKCα enhanced HEV replication. Conversely, over-expression of the activated form of PKCα or treatment with its pharmacological activator strongly inhibited HEV replication. Interestingly, upon the stimulation by its activator, PKCα efficiently activates its downstream Activator Protein 1 (AP-1) pathway, leading to the induction of antiviral interferon-stimulated genes (ISGs). This process is independent of the JAK-STAT machinery and interferon production. However, PKCα induced HEV inhibition appears independent of the AP1 cascade. The discovery that activated PKCα restricts HEV replication reveals new insight of HEV-host interactions and provides new target for antiviral drug development.


Subject(s)
Antiviral Agents/pharmacology , Hepatitis E virus/physiology , Protein Kinase C-alpha/metabolism , Protein Kinase Inhibitors/pharmacology , Virus Replication/drug effects , Antiviral Agents/isolation & purification , Cell Culture Techniques , DNA Replication , Enzyme Activation , Hepatitis E/drug therapy , Hepatocytes/virology , Host-Pathogen Interactions , Humans , Protein Kinase C-alpha/antagonists & inhibitors , Protein Kinase C-alpha/deficiency , Protein Kinase C-alpha/genetics , Protein Kinase Inhibitors/isolation & purification , Replicon , Signal Transduction , Tetradecanoylphorbol Acetate/pharmacology , Transcription Factor AP-1/genetics , Transcription Factor AP-1/metabolism , Transcriptional Activation
6.
Sci Rep ; 6: 25482, 2016 05 06.
Article in English | MEDLINE | ID: mdl-27150018

ABSTRACT

IFN-α has been used for decades to treat chronic hepatitis B and C, and as an off-label treatment for some cases of hepatitis E virus (HEV) infection. TNF-α is another important cytokine involved in inflammatory disease, which can interact with interferon signaling. Because interferon-stimulated genes (ISGs) are the ultimate antiviral effectors of the interferon signaling, this study aimed to understand the regulation of ISG transcription and the antiviral activity by IFN-α and TNF-α. In this study, treatment of TNF-α inhibited replication of HCV by 71 ± 2.4% and HEV by 41 ± 4.9%. Interestingly, TNF-α induced the expression of a panel of antiviral ISGs (2-11 fold). Blocking the TNF-α signaling by Humira abrogated ISG induction and its antiviral activity. Chip-seq data analysis and mutagenesis assay further revealed that the NF-κB protein complex, a key downstream element of TNF-α signaling, directly binds to the ISRE motif in the ISG promoters and thereby drives their transcription. This process is independent of interferons and JAK-STAT cascade. Importantly, when combined with IFN-α, TNF-α works cooperatively on ISG induction, explaining their additive antiviral effects. Thus, our study reveals a novel mechanism of convergent transcription of ISGs by TNF-α and IFN-α, which augments their antiviral activity against HCV and HEV.


Subject(s)
Hepacivirus/immunology , Hepatitis E virus/immunology , Hepatocytes/immunology , Hepatocytes/virology , Interferon-alpha/metabolism , Transcription, Genetic , Tumor Necrosis Factor-alpha/metabolism , Antiviral Agents/metabolism , Cell Line , Hepacivirus/physiology , Hepatitis E virus/physiology , Humans , Virus Replication
7.
Nat Commun ; 6: 7155, 2015 May 20.
Article in English | MEDLINE | ID: mdl-25990348

ABSTRACT

The locations of transcriptional enhancers and promoters were recently mapped in many mammalian cell types. Proteins that bind those regulatory regions can determine cell identity but have not been systematically identified. Here we purify native enhancers, promoters or heterochromatin from embryonic stem cells by chromatin immunoprecipitations (ChIP) for characteristic histone modifications and identify associated proteins using mass spectrometry (MS). 239 factors are identified and predicted to bind enhancers or promoters with different levels of activity, or heterochromatin. Published genome-wide data indicate a high accuracy of location prediction by ChIP-MS. A quarter of the identified factors are important for pluripotency and includes Oct4, Esrrb, Klf5, Mycn and Dppa2, factors that drive reprogramming to pluripotent stem cells. We determined the genome-wide binding sites of Dppa2 and find that Dppa2 operates outside the classical pluripotency network. Our ChIP-MS method provides a detailed read-out of the transcriptional landscape representative of the investigated cell type.


Subject(s)
Chromatin Immunoprecipitation/methods , Histones/chemistry , Animals , Binding Sites , Catalytic Domain , Embryonic Stem Cells/cytology , Enhancer Elements, Genetic , Genome , Histone Code , Kruppel-Like Transcription Factors/chemistry , Mass Spectrometry/methods , Mice , N-Myc Proto-Oncogene Protein , Nuclear Proteins/chemistry , Octamer Transcription Factor-3/metabolism , Pluripotent Stem Cells/cytology , Promoter Regions, Genetic , Protein Binding , Proto-Oncogene Proteins/chemistry , Receptors, Estrogen/chemistry , Regulatory Sequences, Nucleic Acid , Reproducibility of Results , Transcription Factors
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