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1.
Cell ; 173(7): 1796-1809.e17, 2018 06 14.
Article in English | MEDLINE | ID: mdl-29779944

ABSTRACT

Non-coding genetic variation is a major driver of phenotypic diversity and allows the investigation of mechanisms that control gene expression. Here, we systematically investigated the effects of >50 million variations from five strains of mice on mRNA, nascent transcription, transcription start sites, and transcription factor binding in resting and activated macrophages. We observed substantial differences associated with distinct molecular pathways. Evaluating genetic variation provided evidence for roles of ∼100 TFs in shaping lineage-determining factor binding. Unexpectedly, a substantial fraction of strain-specific factor binding could not be explained by local mutations. Integration of genomic features with chromatin interaction data provided evidence for hundreds of connected cis-regulatory domains associated with differences in transcription factor binding and gene expression. This system and the >250 datasets establish a substantial new resource for investigation of how genetic variation affects cellular phenotypes.


Subject(s)
Genetic Variation , Macrophages/metabolism , Transcription Factors/metabolism , Animals , Binding Sites , Bone Marrow Cells/cytology , CCAAT-Enhancer-Binding Protein-beta/genetics , CCAAT-Enhancer-Binding Protein-beta/metabolism , Cluster Analysis , Enhancer Elements, Genetic/genetics , Female , Gene Expression Regulation/drug effects , Lipopolysaccharides/pharmacology , Macrophages/cytology , Macrophages/drug effects , Male , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Inbred NOD , Promoter Regions, Genetic , Protein Binding , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Trans-Activators/genetics , Trans-Activators/metabolism , Transcription Factors/genetics
2.
Nat Immunol ; 21(2): 221-231, 2020 02.
Article in English | MEDLINE | ID: mdl-31959980

ABSTRACT

The lung is inhabited by resident alveolar and interstitial macrophages as well as monocytic cells that survey lung tissues. Each cell type plays distinct functional roles under homeostatic and inflammatory conditions, but mechanisms establishing their molecular identities and functional potential remain poorly understood. In the present study, systematic evaluation of transcriptomes and open chromatin of alveolar macrophages (AMs), interstitial macrophages (IMs) and lung monocytes from two mouse strains enabled inference of common and cell-specific transcriptional regulators. We provide evidence that these factors drive selection of regulatory landscapes that specify distinct phenotypes of AMs and IMs and entrain qualitatively different responses to toll-like receptor 4 signaling in vivo. These studies reveal a striking divergence in a fundamental innate immune response pathway in AMs and establish a framework for further understanding macrophage diversity in the lung.


Subject(s)
Immunity, Innate/immunology , Lung/immunology , Macrophages/immunology , Monocytes/immunology , Animals , Epigenesis, Genetic/immunology , Macrophages/cytology , Mice , Monocytes/cytology , Transcriptome/immunology
3.
Cell ; 159(6): 1327-40, 2014 Dec 04.
Article in English | MEDLINE | ID: mdl-25480297

ABSTRACT

Macrophages reside in essentially all tissues of the body and play key roles in innate and adaptive immune responses. Distinct populations of tissue macrophages also acquire context-specific functions that are important for normal tissue homeostasis. To investigate mechanisms responsible for tissue-specific functions, we analyzed the transcriptomes and enhancer landscapes of brain microglia and resident macrophages of the peritoneal cavity. In addition, we exploited natural genetic variation as a genome-wide "mutagenesis" strategy to identify DNA recognition motifs for transcription factors that promote common or subset-specific binding of the macrophage lineage-determining factor PU.1. We find that distinct tissue environments drive divergent programs of gene expression by differentially activating a common enhancer repertoire and by inducing the expression of divergent secondary transcription factors that collaborate with PU.1 to establish tissue-specific enhancers. These findings provide insights into molecular mechanisms by which tissue environment influences macrophage phenotypes that are likely to be broadly applicable to other cell types.


Subject(s)
Enhancer Elements, Genetic , Macrophages/metabolism , Animals , Genetic Variation , Histone Code , Macrophages/cytology , Macrophages/immunology , Male , Mice, Inbred C57BL , Mice, Inbred NOD , Mice, Inbred Strains , Transcription Factors/metabolism
4.
Nat Rev Mol Cell Biol ; 16(3): 144-54, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25650801

ABSTRACT

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 located in distal elements called enhancers. Although mammalian genomes contain millions of potential enhancers, only a small subset of them is active in a given cell type. Cell type-specific enhancer selection involves the binding of lineage-determining transcription factors that prime enhancers. Signal-dependent transcription factors bind to primed enhancers, which enables these broadly expressed factors to regulate gene expression in a cell type-specific manner. The expression of genes that specify cell type identity and function is associated with densely spaced clusters of active enhancers known as super-enhancers. The functions of enhancers and super-enhancers are influenced by, and affect, higher-order genomic organization.


Subject(s)
Cell Lineage/genetics , Enhancer Elements, Genetic , Gene Expression Regulation, Developmental , Genome , Transcription Factors/genetics , Transcription, Genetic , Animals , Cell Differentiation , Chromatin/chemistry , Chromatin/metabolism , Eukaryotic Cells/cytology , Eukaryotic Cells/metabolism , Histones/chemistry , Histones/metabolism , Humans , Organ Specificity , Transcription Factors/metabolism
5.
Proc Natl Acad Sci U S A ; 120(38): e2218150120, 2023 09 19.
Article in English | MEDLINE | ID: mdl-37695914

ABSTRACT

The endothelium is a major target of the proinflammatory cytokine, tumor necrosis factor alpha (TNFα). Exposure of endothelial cells (EC) to proinflammatory stimuli leads to an increase in mitochondrial metabolism; however, the function and regulation of elevated mitochondrial metabolism in EC in response to proinflammatory cytokines remain unclear. Studies using high-resolution metabolomics and 13C-glucose and 13C-glutamine labeling flux techniques showed that pyruvate dehydrogenase activity (PDH) and oxidative tricarboxylic acid cycle (TCA) flux are elevated in human umbilical vein ECs in response to overnight (16 h) treatment with TNFα (10 ng/mL). Mechanistic studies indicated that TNFα mediated these metabolic changes via mitochondrial-specific protein degradation of pyruvate dehydrogenase kinase 4 (PDK4, inhibitor of PDH) by the Lon protease via an NF-κB-dependent mechanism. Using RNA sequencing following siRNA-mediated knockdown of the catalytically active subunit of PDH, PDHE1α (PDHA1 gene), we show that PDH flux controls the transcription of approximately one-third of the genes that are up-regulated by TNFα stimulation. Notably, TNFα-induced PDH flux regulates a unique signature of proinflammatory mediators (cytokines and chemokines) but not inducible adhesion molecules. Metabolomics and ChIP sequencing for acetylated modification on lysine 27 of histone 3 (H3K27ac) showed that TNFα-induced PDH flux promotes histone acetylation of specific gene loci via citrate accumulation and ATP-citrate lyase-mediated generation of acetyl CoA. Together, these results uncover a mechanism by which TNFα signaling increases oxidative TCA flux of glucose to support TNFα-induced gene transcription through extramitochondrial acetyl CoA generation and histone acetylation.


Subject(s)
Protease La , Tumor Necrosis Factor-alpha , Humans , Tumor Necrosis Factor-alpha/pharmacology , Acetyl Coenzyme A , Endothelial Cells , Histones , Cytokines
6.
Genome Res ; 32(3): 409-424, 2022 03.
Article in English | MEDLINE | ID: mdl-35193936

ABSTRACT

Functional consequences of genetic variation in the noncoding human genome are difficult to ascertain despite demonstrated associations to common, complex disease traits. To elucidate properties of functional noncoding SNPs with effects in human endothelial cells (ECs), we utilized our previous molecular quantitative trait locus (molQTL) analysis for transcription factor binding, chromatin accessibility, and H3K27 acetylation to nominate a set of likely functional noncoding SNPs. Together with information from genome-wide association studies (GWASs) for vascular disease traits, we tested the ability of 34,344 variants to perturb enhancer function in ECs using the highly multiplexed STARR-seq assay. Of these, 5711 variants validated, whose enriched attributes included: (1) mutations to TF binding motifs for ETS or AP-1 that are regulators of the EC state; (2) location in accessible and H3K27ac-marked EC chromatin; and (3) molQTL associations whereby alleles associate with differences in chromatin accessibility and TF binding across genetically diverse ECs. Next, using pro-inflammatory IL1B as an activator of cell state, we observed robust evidence (>50%) of context-specific SNP effects, underscoring the prevalence of noncoding gene-by-environment (GxE) effects. Lastly, using these cumulative data, we fine-mapped vascular disease loci and highlighted evidence suggesting mechanisms by which noncoding SNPs at two loci affect risk for pulse pressure/large artery stroke and abdominal aortic aneurysm through respective effects on transcriptional regulation of POU4F1 and LDAH Together, we highlight the attributes and context dependence of functional noncoding SNPs and provide new mechanisms underlying vascular disease risk.


Subject(s)
Genome-Wide Association Study , Polymorphism, Single Nucleotide , Alleles , Endothelial Cells , Genetic Predisposition to Disease , Humans , Quantitative Trait Loci
7.
Immunity ; 45(5): 975-987, 2016 11 15.
Article in English | MEDLINE | ID: mdl-27814941

ABSTRACT

Mononuclear phagocytes are a heterogeneous family that occupy all tissues and assume numerous roles to support tissue function and systemic homeostasis. Our ability to dissect the roles of individual subsets is limited by a lack of technologies that ablate gene function within specific mononuclear phagocyte sub-populations. Using Nr4a1-dependent Ly6Clow monocytes, we present a proof-of-principle approach that addresses these limitations. Combining ChIP-seq and molecular approaches we identified a single, conserved, sub-domain within the Nr4a1 enhancer that was essential for Ly6Clow monocyte development. Mice lacking this enhancer lacked Ly6Clow monocytes but retained Nr4a1 gene expression in macrophages during steady state and in response to LPS. Because Nr4a1 regulates inflammatory gene expression and differentiation of Ly6Clow monocytes, decoupling these processes allows Ly6Clow monocytes to be studied independently.


Subject(s)
Cell Differentiation/immunology , Macrophages/immunology , Melanoma, Experimental/immunology , Monocytes/immunology , Nuclear Receptor Subfamily 4, Group A, Member 1/immunology , Animals , Antigens, Ly/immunology , Cell Separation , Chromatin Immunoprecipitation , Macrophages/cytology , Mice , Mice, Inbred C57BL , Mice, Knockout , Monocytes/cytology , Nuclear Receptor Subfamily 4, Group A, Member 1/deficiency , Polymerase Chain Reaction
8.
Arterioscler Thromb Vasc Biol ; 44(1): 238-253, 2024 01.
Article in English | MEDLINE | ID: mdl-38031841

ABSTRACT

BACKGROUND: Biological sex differences play a vital role in cardiovascular diseases, including atherosclerosis. The endothelium is a critical contributor to cardiovascular pathologies since endothelial cells (ECs) regulate vascular tone, redox balance, and inflammatory reactions. Although EC activation and dysfunction play an essential role in the early and late stages of atherosclerosis development, little is known about sex-dependent differences in EC. METHODS: We used human and mouse aortic EC as well as EC-lineage tracing (Cdh5-CreERT2 Rosa-YFP [yellow fluorescence protein]) atherosclerotic Apoe-/- mice to investigate the biological sexual dimorphism of the EC functions in vitro and in vivo. Bioinformatics analyses were performed on male and female mouse aortic EC and human lung and aortic EC. RESULTS: In vitro, female human and mouse aortic ECs showed more apoptosis and higher cellular reactive oxygen species levels than male EC. In addition, female mouse aortic EC had lower mitochondrial membrane potential (ΔΨm), lower TFAM (mitochondrial transcription factor A) levels, and decreased angiogenic potential (tube formation, cell viability, and proliferation) compared with male mouse aortic EC. In vivo, female mice had significantly higher lipid accumulation within the aortas, impaired glucose tolerance, and lower endothelial-mediated vasorelaxation than males. Using the EC-lineage tracing approach, we found that female lesions had significantly lower rates of intraplaque neovascularization and endothelial-to-mesenchymal transition within advanced atherosclerotic lesions but higher incidents of missing EC lumen coverage and higher levels of oxidative products and apoptosis. RNA-seq analyses revealed that both mouse and human female EC had higher expression of genes associated with inflammation and apoptosis and lower expression of genes related to angiogenesis and oxidative phosphorylation than male EC. CONCLUSIONS: Our study delineates critical sex-specific differences in EC relevant to proinflammatory, pro-oxidant, and angiogenic characteristics, which are entirely consistent with a vulnerable phenotype in females. Our results provide a biological basis for sex-specific proatherosclerotic mechanisms.


Subject(s)
Aortic Diseases , Atherosclerosis , Female , Male , Humans , Mice , Animals , Endothelial Cells/metabolism , Aortic Diseases/pathology , Atherosclerosis/pathology , Aorta/pathology , Cells, Cultured , Reactive Oxygen Species/metabolism , Inflammation/metabolism , Mice, Inbred C57BL
9.
Arterioscler Thromb Vasc Biol ; 44(6): 1330-1345, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38602103

ABSTRACT

BACKGROUND: CALCRL (calcitonin receptor-like) protein is an important mediator of the endothelial fluid shear stress response, which is associated with the genetic risk of coronary artery disease. In this study, we functionally characterized the noncoding regulatory elements carrying coronary artery disease that risks single-nucleotide polymorphisms and studied their role in the regulation of CALCRL expression in endothelial cells. METHODS: To functionally characterize the coronary artery disease single-nucleotide polymorphisms harbored around the gene CALCRL, we applied an integrative approach encompassing statistical, transcriptional (RNA-seq), and epigenetic (ATAC-seq [transposase-accessible chromatin with sequencing], chromatin immunoprecipitation assay-quantitative polymerase chain reaction, and electromobility shift assay) analyses, alongside luciferase reporter assays, and targeted gene and enhancer perturbations (siRNA and clustered regularly interspaced short palindromic repeats/clustered regularly interspaced short palindromic repeat-associated 9) in human aortic endothelial cells. RESULTS: We demonstrate that the regulatory element harboring rs880890 exhibits high enhancer activity and shows significant allelic bias. The A allele was favored over the G allele, particularly under shear stress conditions, mediated through alterations in the HSF1 (heat shock factor 1) motif and binding. CRISPR deletion of rs880890 enhancer resulted in downregulation of CALCRL expression, whereas HSF1 knockdown resulted in a significant decrease in rs880890-enhancer activity and CALCRL expression. A significant decrease in HSF1 binding to the enhancer region in endothelial cells was observed under disturbed flow compared with unidirectional flow. CALCRL knockdown and variant perturbation experiments indicated the role of CALCRL in mediating eNOS (endothelial nitric oxide synthase), APLN (apelin), angiopoietin, prostaglandins, and EDN1 (endothelin-1) signaling pathways leading to a decrease in cell proliferation, tube formation, and NO production. CONCLUSIONS: Overall, our results demonstrate the existence of an endothelial-specific HSF (heat shock factor)-regulated transcriptional enhancer that mediates CALCRL expression. A better understanding of CALCRL gene regulation and the role of single-nucleotide polymorphisms in the modulation of CALCRL expression could provide important steps toward understanding the genetic regulation of shear stress signaling responses.


Subject(s)
Calcitonin Receptor-Like Protein , Coronary Artery Disease , Endothelial Cells , Enhancer Elements, Genetic , Polymorphism, Single Nucleotide , Stress, Mechanical , Humans , Endothelial Cells/metabolism , Coronary Artery Disease/genetics , Coronary Artery Disease/metabolism , Coronary Artery Disease/pathology , Calcitonin Receptor-Like Protein/genetics , Calcitonin Receptor-Like Protein/metabolism , Heat Shock Transcription Factors/genetics , Heat Shock Transcription Factors/metabolism , Mechanotransduction, Cellular , Cells, Cultured , Gene Expression Regulation , Protein Binding , Genetic Predisposition to Disease , Binding Sites
10.
Am J Hum Genet ; 108(3): 411-430, 2021 03 04.
Article in English | MEDLINE | ID: mdl-33626337

ABSTRACT

Genetic factors underlying coronary artery disease (CAD) have been widely studied using genome-wide association studies (GWASs). However, the functional understanding of the CAD loci has been limited by the fact that a majority of GWAS variants are located within non-coding regions with no functional role. High cholesterol and dysregulation of the liver metabolism such as non-alcoholic fatty liver disease confer an increased risk of CAD. Here, we studied the function of non-coding single-nucleotide polymorphisms in CAD GWAS loci located within liver-specific enhancer elements by identifying their potential target genes using liver cis-eQTL analysis and promoter Capture Hi-C in HepG2 cells. Altogether, 734 target genes were identified of which 121 exhibited correlations to liver-related traits. To identify potentially causal regulatory SNPs, the allele-specific enhancer activity was analyzed by (1) sequence-based computational predictions, (2) quantification of allele-specific transcription factor binding, and (3) STARR-seq massively parallel reporter assay. Altogether, our analysis identified 1,277 unique SNPs that display allele-specific regulatory activity. Among these, susceptibility enhancers near important cholesterol homeostasis genes (APOB, APOC1, APOE, and LIPA) were identified, suggesting that altered gene regulatory activity could represent another way by which genetic variation regulates serum lipoprotein levels. Using CRISPR-based perturbation, we demonstrate how the deletion/activation of a single enhancer leads to changes in the expression of many target genes located in a shared chromatin interaction domain. Our integrative genomics approach represents a comprehensive effort in identifying putative causal regulatory regions and target genes that could predispose to clinical manifestation of CAD by affecting liver function.


Subject(s)
Coronary Artery Disease/genetics , Enhancer Elements, Genetic/genetics , Genetic Predisposition to Disease , Quantitative Trait Loci/genetics , Alleles , Chromatin/genetics , Coronary Artery Disease/pathology , Female , Genome-Wide Association Study/methods , Genomics , Humans , Liver/metabolism , Male , Molecular Sequence Annotation , Organ Specificity/genetics , Polymorphism, Single Nucleotide/genetics , Promoter Regions, Genetic/genetics , Protein Binding/genetics , Risk Factors
11.
J Lipid Res ; 64(8): 100411, 2023 08.
Article in English | MEDLINE | ID: mdl-37437844

ABSTRACT

The transcription factor SREBP2 is the main regulator of cholesterol homeostasis and is central to the mechanism of action of lipid-lowering drugs, such as statins, which are responsible for the largest overall reduction in cardiovascular risk and mortality in humans with atherosclerotic disease. Recently, SREBP2 has been implicated in leukocyte innate and adaptive immune responses by upregulation of cholesterol flux or direct transcriptional activation of pro-inflammatory genes. Here, we investigate the role of SREBP2 in endothelial cells (ECs), since ECs are at the interface of circulating lipids with tissues and crucial to the pathogenesis of cardiovascular disease. Loss of SREBF2 inhibits the production of pro-inflammatory chemokines but amplifies type I interferon response genes in response to inflammatory stimulus. Furthermore, SREBP2 regulates chemokine expression not through enhancement of endogenous cholesterol synthesis or lipoprotein uptake but partially through direct transcriptional activation. Chromatin immunoprecipitation sequencing of endogenous SREBP2 reveals that SREBP2 bound to the promoter regions of two nonclassical sterol responsive genes involved in immune modulation, BHLHE40 and KLF6. SREBP2 upregulation of KLF6 was responsible for the downstream amplification of chemokine expression, highlighting a novel relationship between cholesterol homeostasis and inflammatory phenotypes in ECs.


Subject(s)
Cytokines , Endothelial Cells , Humans , Transcriptional Activation , Endothelial Cells/metabolism , Cytokines/metabolism , Cholesterol/metabolism , Transcription Factors/metabolism , Sterol Regulatory Element Binding Protein 2/genetics , Sterol Regulatory Element Binding Protein 2/metabolism , Kruppel-Like Factor 6/genetics , Kruppel-Like Factor 6/metabolism
12.
Am J Hum Genet ; 106(6): 748-763, 2020 06 04.
Article in English | MEDLINE | ID: mdl-32442411

ABSTRACT

The identification of causal variants and mechanisms underlying complex disease traits in humans is important for the progress of human disease genetics; this requires finding strategies to detect functional regulatory variants in disease-relevant cell types. To achieve this, we collected genetic and transcriptomic data from the aortic endothelial cells of up to 157 donors and four epigenomic phenotypes in up to 44 human donors representing individuals of both sexes and three major ancestries. We found thousands of expression quantitative trait loci (eQTLs) at all ranges of effect sizes not detected by the Gene-Tissue Expression Project (GTEx) in human tissues, showing that novel biological relationships unique to endothelial cells (ECs) are enriched in this dataset. Epigenetic profiling enabled discovery of over 3,000 regulatory elements whose activity is modulated by genetic variants that most frequently mutated ETS, AP-1, and NF-kB binding motifs, implicating these motifs as governors of EC regulation. Using CRISPR interference (CRISPRi), allele-specific reporter assays, and chromatin conformation capture, we validated candidate enhancer variants located up to 750 kb from their target genes, VEGFC, FGD6, and KIF26B. Regulatory SNPs identified were enriched in coronary artery disease (CAD) loci, and this result has specific implications for PECAM-1, FES, and AXL. We also found significant roles for EC regulatory variants in modifying the traits pulse pressure, blood protein levels, and monocyte count. Lastly, we present two unlinked SNPs in the promoter of MFAP2 that exhibit pleiotropic effects on human disease traits. Together, this supports the possibility that genetic predisposition for complex disease is manifested through the endothelium.


Subject(s)
Disease/genetics , Endothelial Cells/metabolism , Enhancer Elements, Genetic/genetics , Gene Expression Regulation/genetics , Genetic Variation/genetics , Alleles , Epigenesis, Genetic/genetics , Female , Humans , Kinesins/genetics , Male , Mutation , NF-kappa B/metabolism , Polymorphism, Single Nucleotide/genetics , Proto-Oncogene Protein c-ets-1/metabolism , Quantitative Trait Loci/genetics , Transcription Factor AP-1/metabolism , Transcriptional Regulator ERG/metabolism , Vascular Endothelial Growth Factor C/genetics
14.
Am J Respir Crit Care Med ; 203(11): 1410-1418, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33326355

ABSTRACT

Rationale CC16 (club cell secretory protein) is a pneumoprotein produced predominantly by pulmonary club cells. Circulating CC16 is associated with protection from the inception and progression of the two most common obstructive lung diseases (asthma and chronic obstructive pulmonary disease). Objectives Although exact mechanisms remain elusive, studies consistently suggest a causal role of CC16 in mediating antiinflammatory and antioxidant functions in the lung. We sought to determine any novel receptor systems that could participate in CC16's role in obstructive lung diseases. Methods Protein alignment of CC16 across species led to the discovery of a highly conserved sequence of amino acids, leucine-valine-aspartic acid (LVD), a known integrin-binding motif. Recombinant CC16 was generated with and without the putative integrin-binding site. A Mycoplasma pneumoniae mouse model and a fluorescent cellular adhesion assay were used to determine the impact of the LVD site regarding CC16 function during live infection and on cellular adhesion during inflammatory conditions. Measurements and Main Results CC16 bound to integrin α4ß1), also known as the adhesion molecule VLA-4 (very late antigen 4), dependent on the presence of the LVD integrin-binding motif. During infection, recombinant CC16 rescued lung function parameters both when administered to the lung and intravenously but only when the LVD integrin-binding site was intact; likewise, neutrophil recruitment during infection and leukocyte adhesion were both impacted by the loss of the LVD site. Conclusions We discovered a novel receptor for CC16, VLA-4, which has important mechanistic implications for the role of CC16 in circulation as well as in the lung compartment.


Subject(s)
Integrin alpha4beta1/metabolism , Mycoplasma pneumoniae , Pneumonia, Mycoplasma/prevention & control , Uteroglobin/metabolism , Animals , Cell Adhesion , Disease Models, Animal , Mice , Neutrophil Infiltration/physiology , Pneumonia, Mycoplasma/metabolism , Protein Binding
15.
Eur Heart J ; 42(9): 919-933, 2021 03 01.
Article in English | MEDLINE | ID: mdl-33532862

ABSTRACT

AIMS: While most patients with myocardial infarction (MI) have underlying coronary atherosclerosis, not all patients with coronary artery disease (CAD) develop MI. We sought to address the hypothesis that some of the genetic factors which establish atherosclerosis may be distinct from those that predispose to vulnerable plaques and thrombus formation. METHODS AND RESULTS: We carried out a genome-wide association study for MI in the UK Biobank (n∼472 000), followed by a meta-analysis with summary statistics from the CARDIoGRAMplusC4D Consortium (n∼167 000). Multiple independent replication analyses and functional approaches were used to prioritize loci and evaluate positional candidate genes. Eight novel regions were identified for MI at the genome wide significance level, of which effect sizes at six loci were more robust for MI than for CAD without the presence of MI. Confirmatory evidence for association of a locus on chromosome 1p21.3 harbouring choline-like transporter 3 (SLC44A3) with MI in the context of CAD, but not with coronary atherosclerosis itself, was obtained in Biobank Japan (n∼165 000) and 16 independent angiography-based cohorts (n∼27 000). Follow-up analyses did not reveal association of the SLC44A3 locus with CAD risk factors, biomarkers of coagulation, other thrombotic diseases, or plasma levels of a broad array of metabolites, including choline, trimethylamine N-oxide, and betaine. However, aortic expression of SLC44A3 was increased in carriers of the MI risk allele at chromosome 1p21.3, increased in ischaemic (vs. non-diseased) coronary arteries, up-regulated in human aortic endothelial cells treated with interleukin-1ß (vs. vehicle), and associated with smooth muscle cell migration in vitro. CONCLUSIONS: A large-scale analysis comprising ∼831 000 subjects revealed novel genetic determinants of MI and implicated SLC44A3 in the pathophysiology of vulnerable plaques.


Subject(s)
Coronary Artery Disease , Myocardial Infarction , Coronary Artery Disease/genetics , Endothelial Cells , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study , Humans , Japan , Myocardial Infarction/genetics , Polymorphism, Single Nucleotide/genetics , Risk Factors
16.
Mol Cell ; 51(3): 310-25, 2013 Aug 08.
Article in English | MEDLINE | ID: mdl-23932714

ABSTRACT

Recent studies suggest a hierarchical model in which lineage-determining factors act in a collaborative manner to select and prime cell-specific enhancers, thereby enabling signal-dependent transcription factors to bind and function in a cell-type-specific manner. Consistent with this model, TLR4 signaling primarily regulates macrophage gene expression through a pre-existing enhancer landscape. However, TLR4 signaling also induces priming of ∼3,000 enhancer-like regions de novo, enabling visualization of intermediates in enhancer selection and activation. Unexpectedly, we find that enhancer transcription precedes local mono- and dimethylation of histone H3 lysine 4 (H3K4me1/2). H3K4 methylation at de novo enhancers is primarily dependent on the histone methyltransferases Mll1, Mll2/4, and Mll3 and is significantly reduced by inhibition of RNA polymerase II elongation. Collectively, these findings suggest an essential role of enhancer transcription in H3K4me1/2 deposition at de novo enhancers that is independent of potential functions of the resulting eRNA transcripts.


Subject(s)
Enhancer Elements, Genetic , Macrophage Activation/genetics , Toll-Like Receptor 4/metabolism , Animals , Base Sequence , CCAAT-Enhancer-Binding Proteins/metabolism , Cells, Cultured , DNA Methylation , Gene Expression , Gene Expression Regulation , Histone-Lysine N-Methyltransferase/metabolism , Histones/genetics , Histones/metabolism , Macrophages/immunology , Macrophages/metabolism , Male , Mice , Mice, Inbred C57BL , Myeloid-Lymphoid Leukemia Protein/metabolism , NF-kappa B/metabolism , Proto-Oncogene Proteins/metabolism , RNA Polymerase II/antagonists & inhibitors , Sequence Analysis, DNA , Signal Transduction , Trans-Activators/metabolism , Transcription Factor RelA/metabolism , Transcription, Genetic
17.
Proc Natl Acad Sci U S A ; 115(48): E11349-E11358, 2018 11 27.
Article in English | MEDLINE | ID: mdl-30429326

ABSTRACT

Biomechanical cues dynamically control major cellular processes, but whether genetic variants actively participate in mechanosensing mechanisms remains unexplored. Vascular homeostasis is tightly regulated by hemodynamics. Exposure to disturbed blood flow at arterial sites of branching and bifurcation causes constitutive activation of vascular endothelium contributing to atherosclerosis, the major cause of coronary artery disease (CAD) and ischemic stroke (IS). Conversely, unidirectional flow promotes quiescent endothelium. Genome-wide association studies (GWAS) have identified chromosome 1p32.2 as strongly associated with CAD/IS; however, the causal mechanism related to this locus remains unknown. Using statistical analyses, assay of transposase accessible chromatin with whole-genome sequencing (ATAC-seq), H3K27ac/H3K4me2 ChIP with whole-genome sequencing (ChIP-seq), and CRISPR interference in human aortic endothelial cells (HAECs), our results demonstrate that rs17114036, a common noncoding polymorphism at 1p32.2, is located in an endothelial enhancer dynamically regulated by hemodynamics. CRISPR-Cas9-based genome editing shows that rs17114036-containing region promotes endothelial quiescence under unidirectional shear stress by regulating phospholipid phosphatase 3 (PLPP3). Chromatin accessibility quantitative trait locus (caQTL) mapping using HAECs from 56 donors, allelic imbalance assay from 7 donors, and luciferase assays demonstrate that CAD/IS-protective allele at rs17114036 in PLPP3 intron 5 confers increased endothelial enhancer activity. ChIP-PCR and luciferase assays show that CAD/IS-protective allele at rs17114036 creates a binding site for transcription factor Krüppel-like factor 2 (KLF2), which increases the enhancer activity under unidirectional flow. These results demonstrate that a human SNP contributes to critical endothelial mechanotransduction mechanisms and suggest that human haplotypes and related cis-regulatory elements provide a previously unappreciated layer of regulatory control in cellular mechanosensing mechanisms.


Subject(s)
Brain Ischemia/genetics , Chromosomes, Human, Pair 1/genetics , Coronary Artery Disease/genetics , Endothelial Cells/physiology , Genetic Variation , Stroke/genetics , Alleles , Blood Flow Velocity , Brain Ischemia/metabolism , Brain Ischemia/physiopathology , Chromatin/genetics , Chromatin/metabolism , Coronary Artery Disease/metabolism , Coronary Artery Disease/physiopathology , Genome-Wide Association Study , Hemodynamics , Humans , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Mechanotransduction, Cellular , Polymorphism, Single Nucleotide , Stroke/metabolism , Stroke/physiopathology
18.
Nucleic Acids Res ; 46(14): 7006-7021, 2018 08 21.
Article in English | MEDLINE | ID: mdl-29893919

ABSTRACT

Cell-specific patterns of gene expression are determined by combinatorial actions of sequence-specific transcription factors at cis-regulatory elements. Studies indicate that relatively simple combinations of lineage-determining transcription factors (LDTFs) play dominant roles in the selection of enhancers that establish cell identities and functions. LDTFs require collaborative interactions with additional transcription factors to mediate enhancer function, but the identities of these factors are often unknown. We have shown that natural genetic variation between individuals has great utility for discovering collaborative transcription factors. Here, we introduce MMARGE (Motif Mutation Analysis of Regulatory Genomic Elements), the first publicly available suite of software tools that integrates genome-wide genetic variation with epigenetic data to identify collaborative transcription factor pairs. MMARGE is optimized to work with chromatin accessibility assays (such as ATAC-seq or DNase I hypersensitivity), as well as transcription factor binding data collected by ChIP-seq. Herein, we provide investigators with rationale for each step in the MMARGE pipeline and key differences for analysis of datasets with different experimental designs. We demonstrate the utility of MMARGE using mouse peritoneal macrophages, liver cells, and human lymphoblastoid cells. MMARGE provides a powerful tool to identify combinations of cell type-specific transcription factors while simultaneously interpreting functional effects of non-coding genetic variation.


Subject(s)
DNA Mutational Analysis/methods , High-Throughput Nucleotide Sequencing/methods , Software , Transcription Factors/metabolism , Animals , B-Lymphocytes/metabolism , Cell Line , DNA/chemistry , Genomics , Heterozygote , Homozygote , Humans , Liver/metabolism , Macrophages/metabolism , Mice , Nucleotide Motifs , Regulatory Elements, Transcriptional , Sequence Analysis, DNA
19.
J Lipid Res ; 60(4): 869-879, 2019 04.
Article in English | MEDLINE | ID: mdl-30598475

ABSTRACT

Glycosylphosphatidylinositol-anchored high density lipoprotein-binding protein 1 (GPIHBP1), the protein that shuttles LPL to the capillary lumen, is essential for plasma triglyceride metabolism. When GPIHBP1 is absent, LPL remains stranded within the interstitial spaces and plasma triglyceride hydrolysis is impaired, resulting in severe hypertriglyceridemia. While the functions of GPIHBP1 in intravascular lipolysis are reasonably well understood, no one has yet identified DNA sequences regulating GPIHBP1 expression. In the current studies, we identified an enhancer element located ∼3.6 kb upstream from exon 1 of mouse Gpihbp1. To examine the importance of the enhancer, we used CRISPR/Cas9 genome editing to create mice lacking the enhancer (Gpihbp1Enh/Enh). Removing the enhancer reduced Gpihbp1 expression by >90% in the liver and by ∼50% in heart and brown adipose tissue. The reduced expression of GPIHBP1 was insufficient to prevent LPL from reaching the capillary lumen, and it did not lead to hypertriglyceridemia-even when mice were fed a high-fat diet. Compound heterozygotes (Gpihbp1Enh/- mice) displayed further reductions in Gpihbp1 expression and exhibited partial mislocalization of LPL (increased amounts of LPL within the interstitial spaces of the heart), but the plasma triglyceride levels were not perturbed. The enhancer element that we identified represents the first insight into DNA sequences controlling Gpihbp1 expression.


Subject(s)
Adipose Tissue, Brown/metabolism , Lipoprotein Lipase/metabolism , Receptors, Lipoprotein/genetics , Animals , CRISPR-Cas Systems/genetics , Chromatin/genetics , Heart , Humans , Mice , Mice, Inbred Strains , Receptors, Lipoprotein/analysis , Receptors, Lipoprotein/metabolism , Sequence Analysis, DNA , Triglycerides/blood , Triglycerides/metabolism
20.
Trends Immunol ; 36(9): 507-18, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26298065

ABSTRACT

The mammalian genome contains on the order of a million enhancer-like regions that are required to establish the identities and functions of specific cell types. Here, we review recent studies in immune cells that have provided insight into the mechanisms that selectively activate certain enhancers in response to cell lineage and environmental signals. We describe a working model wherein distinct classes of transcription factors define the repertoire of active enhancers in macrophages through collaborative and hierarchical interactions, and discuss important challenges to this model, specifically providing examples from T cells. We conclude by discussing the use of natural genetic variation as a powerful approach for decoding transcription factor combinations that play dominant roles in establishing the enhancer landscapes, and the potential that these insights have for advancing our understanding of the molecular causes of human disease.


Subject(s)
Enhancer Elements, Genetic , Genetic Variation , Genomics , Macrophages/metabolism , Animals , Cell Lineage/genetics , Chromatin Assembly and Disassembly , Gene Expression Regulation , Gene Regulatory Networks , Genomics/methods , Humans , Macrophages/immunology , Organ Specificity/genetics , Promoter Regions, Genetic , Transcription Factors/metabolism , Transcription, Genetic
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