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1.
Circ Genom Precis Med ; 15(4): e003563, 2022 08.
Article in English | MEDLINE | ID: mdl-35671065

ABSTRACT

BACKGROUND: The study of hypertrophic cardiomyopathy (HCM) can yield insight into the mechanisms underlying the complex trait of cardiac hypertrophy. To date, most genetic variants associated with HCM have been found in sarcomeric genes. Here, we describe a novel HCM-associated variant in the noncanonical Wnt signaling interactor WTIP (Wilms tumor interacting protein) and provide evidence of a role for WTIP in complex disease. METHODS: In a family affected by HCM, we used exome sequencing and identity-by-descent analysis to identify a novel variant in WTIP (p.Y233F). We knocked down WTIP in isolated neonatal rat ventricular myocytes with lentivirally delivered short hairpin ribonucleic acids and in Danio rerio via morpholino injection. We performed weighted gene coexpression network analysis for WTIP in human cardiac tissue, as well as association analysis for WTIP variation and left ventricular hypertrophy. Finally, we generated induced pluripotent stem cell-derived cardiomyocytes from patient tissue, characterized size and calcium cycling, and determined the effect of verapamil treatment on calcium dynamics. RESULTS: WTIP knockdown caused hypertrophy in neonatal rat ventricular myocytes and increased cardiac hypertrophy, peak calcium, and resting calcium in D rerio. Network analysis of human cardiac tissue indicated WTIP as a central coordinator of prohypertrophic networks, while common variation at the WTIP locus was associated with human left ventricular hypertrophy. Patient-derived WTIP p.Y233F-induced pluripotent stem cell-derived cardiomyocytes recapitulated cellular hypertrophy and increased resting calcium, which was ameliorated by verapamil. CONCLUSIONS: We demonstrate that a novel genetic variant found in a family with HCM disrupts binding to a known Wnt signaling protein, misregulating cardiomyocyte calcium dynamics. Further, in orthogonal model systems, we show that expression of the gene WTIP is important in complex cardiac hypertrophy phenotypes. These findings, derived from the observation of a rare Mendelian disease variant, uncover a novel disease mechanism with implications across diverse forms of cardiac hypertrophy.


Subject(s)
Co-Repressor Proteins/metabolism , Cytoskeletal Proteins/metabolism , Hypertrophy, Left Ventricular/metabolism , Animals , Calcium/metabolism , Cardiomegaly/metabolism , Cardiomyopathy, Hypertrophic/metabolism , Humans , Rats , Verapamil
2.
Nat Commun ; 10(1): 2760, 2019 06 24.
Article in English | MEDLINE | ID: mdl-31235787

ABSTRACT

Heart failure is a leading cause of mortality, yet our understanding of the genetic interactions underlying this disease remains incomplete. Here, we harvest 1352 healthy and failing human hearts directly from transplant center operating rooms, and obtain genome-wide genotyping and gene expression measurements for a subset of 313. We build failing and non-failing cardiac regulatory gene networks, revealing important regulators and cardiac expression quantitative trait loci (eQTLs). PPP1R3A emerges as a regulator whose network connectivity changes significantly between health and disease. RNA sequencing after PPP1R3A knockdown validates network-based predictions, and highlights metabolic pathway regulation associated with increased cardiomyocyte size and perturbed respiratory metabolism. Mice lacking PPP1R3A are protected against pressure-overload heart failure. We present a global gene interaction map of the human heart failure transition, identify previously unreported cardiac eQTLs, and demonstrate the discovery potential of disease-specific networks through the description of PPP1R3A as a central regulator in heart failure.


Subject(s)
Gene Regulatory Networks/genetics , Heart Failure/genetics , Myocytes, Cardiac/pathology , Phosphoprotein Phosphatases/metabolism , Animals , Benzeneacetamides , Cells, Cultured , Datasets as Topic , Disease Models, Animal , Female , Gene Expression Profiling/methods , Gene Expression Regulation , Gene Knockdown Techniques , Genome-Wide Association Study , Heart Failure/etiology , Heart Failure/metabolism , Heart Failure/pathology , Humans , Male , Metabolic Networks and Pathways/genetics , Mice , Mice, Knockout , Middle Aged , Phosphoprotein Phosphatases/genetics , Primary Cell Culture , Pyridines , Quantitative Trait Loci/genetics , Rats , Rats, Sprague-Dawley , Sequence Analysis, RNA/methods
3.
Arterioscler Thromb Vasc Biol ; 38(9): 2016-2027, 2018 09.
Article in English | MEDLINE | ID: mdl-30026271

ABSTRACT

Objective- The objective of this study was to determine the basis of resistance to atherosclerosis of inbred mouse strain BALB/cJ. Approach and Results- BALB/cJ mice carry a naturally occurring null mutation of the gene encoding the transcription factor Zhx2, and genetic analyses suggested that this may confer resistance to atherosclerosis. On a hyperlipidemic low-density lipoprotein receptor null background, BALB/cJ mice carrying the mutant allele for Zhx2 exhibited up to a 10-fold reduction in lesion size as compared with an isogenic strain carrying the wild-type allele. Several lines of evidence, including bone marrow transplantation studies, indicate that this effect of Zhx2 is mediated, in part, by monocytes/macrophages although nonbone marrow-derived pathways are clearly involved as well. Both in culture and in atherosclerotic lesions, macrophages from Zhx2 null mice exhibited substantially increased apoptosis. Zhx2 null macrophages were also enriched for M2 markers. Effects of Zhx2 on proliferation and other bone marrow-derived cells, such as lymphocytes, were at most modest. Expression microarray analyses identified >1000 differentially expressed transcripts between Zhx2 wild-type and null macrophages. To identify the global targets of Zhx2, we performed ChIP-seq (chromatin immunoprecipitation sequencing) studies with the macrophage cell line RAW264.7. The ChIP-seq peaks overlapped significantly with gene expression and together suggested roles for transcriptional repression and apoptosis. Conclusions- A mutation of Zhx2 carried in BALB/cJ mice is responsible in large part for its relative resistance to atherosclerosis. Our results indicate that Zhx2 promotes macrophage survival and proinflammatory functions in atherosclerotic lesions, thereby contributing to lesion growth.


Subject(s)
Apoptosis , Atherosclerosis/physiopathology , Homeodomain Proteins/physiology , Macrophages/physiology , Transcription Factors/physiology , Zinc Fingers/physiology , Animals , Cell Proliferation , Disease Models, Animal , Gene Expression , Homeodomain Proteins/genetics , Macrophages/cytology , Mice , Mice, Inbred BALB C , Mice, Knockout , Transcription Factors/genetics , Zinc Fingers/genetics
4.
Cell Metab ; 20(5): 813-826, 2014 Nov 04.
Article in English | MEDLINE | ID: mdl-25440058

ABSTRACT

Heparan sulfate proteoglycans (HSPGs) are an important constituent of the macrophage glycocalyx and extracellular microenvironment. To examine their role in atherogenesis, we inactivated the biosynthetic gene N-acetylglucosamine N-deacetylase-N-sulfotransferase 1 (Ndst1) in macrophages and crossbred the strain to Ldlr(-/-) mice. When placed on an atherogenic diet, Ldlr(-/-)Ndst1(f/f)LysMCre(+) mice had increased atherosclerotic plaque area and volume compared to Ldlr(-/-) mice. Diminished sulfation of heparan sulfate resulted in enhanced chemokine expression; increased macrophages in plaques; increased expression of ACAT2, a key enzyme in cholesterol ester storage; and increased foam cell conversion. Motif analysis of promoters of upregulated genes suggested increased type I interferon signaling, which was confirmed by elevation of STAT1 phosphorylation induced by IFN-ß. The proinflammatory macrophages derived from Ndst1(f/f)LysMCre(+) mice also sensitized the animals to diet-induced obesity. We propose that macrophage HSPGs control basal activation of macrophages by maintaining type I interferon reception in a quiescent state through sequestration of IFN-ß.


Subject(s)
Atherosclerosis/immunology , Heparan Sulfate Proteoglycans/immunology , Interferon Type I/immunology , Macrophages/immunology , Obesity/immunology , Signal Transduction , Animals , Atherosclerosis/genetics , Atherosclerosis/pathology , Diet, Atherogenic/adverse effects , Female , Gene Expression Regulation , Macrophages/metabolism , Macrophages/pathology , Male , Mice , Models, Molecular , Obesity/genetics , Obesity/pathology , Sulfotransferases/genetics
5.
Arterioscler Thromb Vasc Biol ; 33(11): 2509-17, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23990205

ABSTRACT

OBJECTIVE: Endothelial cells are central to the initiation of atherosclerosis, yet there has been limited success in studying their gene expression in the mouse aorta. To address this, we developed a method for determining the global transcriptional changes that occur in the mouse endothelium in response to atherogenic conditions and applied it to investigate inflammatory stimuli. APPROACH AND RESULTS: We characterized a method for the isolation of endothelial cell RNA with high purity directly from mouse aortas and adapted this method to allow for the treatment of aortas ex vivo before RNA collection. Expression array analysis was performed on endothelial cell RNA isolated from control and hyperlipidemic prelesion mouse aortas, and 797 differentially expressed genes were identified. We also examined the effect of additional atherogenic conditions on endothelial gene expression, including ex vivo treatment with inflammatory stimuli, acute hyperlipidemia, and age. Of the 14 most highly differentially expressed genes in endothelium from prelesion aortas, 8 were also perturbed significantly by ≥ 1 atherogenic conditions: 2610019E17Rik, Abca1, H2-Ab1, H2-D1, Pf4, Ppbp, Pvrl2, and Tnnt2. CONCLUSIONS: We demonstrated that RNA can be isolated from mouse aortic endothelial cells after in vivo and ex vivo treatments of the murine vessel wall. We applied these methods to identify a group of genes, many of which have not been described previously as having a direct role in atherosclerosis, that were highly regulated by atherogenic stimuli and may play a role in early atherogenesis.


Subject(s)
Aorta/cytology , Atherosclerosis/genetics , Atherosclerosis/pathology , Endothelial Cells/physiology , Transcriptome , Animals , Cell Separation/methods , Endothelial Cells/cytology , Gene Expression/physiology , Hyperlipidemias/genetics , Hyperlipidemias/pathology , Mice , RNA/isolation & purification , RNA/metabolism , Tunica Intima/cytology
6.
J Lipid Res ; 54(7): 1894-905, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23667179

ABSTRACT

Recent genome-wide association studies (GWAS) have identified 35 loci that significantly associate with coronary artery disease (CAD) susceptibility. The majority of the genes represented in these loci have not previously been studied in the context of atherosclerosis. To characterize the roles of these candidate genes in the vessel wall, we determined their expression levels in endothelial, smooth muscle, and macrophage cells isolated from healthy, prelesioned, and lesioned mouse aortas. We also performed expression quantitative locus (eQTL) mapping of these genes in human endothelial cells under control and proatherogenic conditions. Of the 57 genes studied, 31 were differentially expressed in one or more cell types in disease state in mice, and the expression levels of 8 were significantly associated with the CAD SNPs in human cells, 7 of which were also differentially expressed in mice. By integrating human and mouse results, we predict that PPAP2B, GALNT4, MAPKAPK5, TCTN1, SRR, SNF8, and ICAM1 play a causal role in the susceptibility to atherosclerosis through a role in the vasculature. Additionally, we highlight the genetic complexity of a subset of CAD loci through the differential expression of multiple candidate genes per locus and the involvement of genes that lie outside linkage disequilibrium blocks.


Subject(s)
Coronary Artery Disease/genetics , Endothelial Cells/metabolism , Genome-Wide Association Study , Quantitative Trait Loci/genetics , Animals , Apolipoproteins E/deficiency , Apolipoproteins E/genetics , Cells, Cultured , Coronary Artery Disease/pathology , Endosomal Sorting Complexes Required for Transport/genetics , Endothelial Cells/cytology , Gene Expression Profiling , Genotype , Humans , Intercellular Adhesion Molecule-1/genetics , Intracellular Signaling Peptides and Proteins/genetics , Male , Membrane Proteins/genetics , Mice , Mice, Inbred C57BL , Mice, Knockout , N-Acetylgalactosaminyltransferases/genetics , Phosphatidate Phosphatase/genetics , Protein Serine-Threonine Kinases/genetics , Racemases and Epimerases/genetics , Receptors, LDL/deficiency , Receptors, LDL/genetics , Polypeptide N-acetylgalactosaminyltransferase
7.
Arterioscler Thromb Vasc Biol ; 32(8): 1790-8, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22723443

ABSTRACT

OBJECTIVE: The purpose of this study was to fine map previously identified quantitative trait loci affecting atherosclerosis in mice using association analysis. METHODS AND RESULTS: We recently showed that high-resolution association analysis using common inbred strains of mice is feasible if corrected for population structure. To use this approach for atherosclerosis, which requires a sensitizing mutation, we bred human apolipoprotein B-100 transgenic mice with 22 different inbred strains to produce F1 heterozygotes. Mice carrying the dominant transgene were tested for association with high-density single nucleotide polymorphism maps. Here, we focus on high-resolution mapping of the previously described atherosclerosis 30 locus on chromosome 1. Compared with the previous linkage analysis, association improved the resolution of the atherosclerosis 30 locus by more than an order of magnitude. Using expression quantitative trait locus analysis, we identified one of the genes in the region, desmin, as a strong candidate. CONCLUSIONS: Our high-resolution mapping approach accurately identifies and fine maps known atherosclerosis quantitative trait loci. These results suggest that high-resolution genome-wide association analysis for atherosclerosis is feasible in mice.


Subject(s)
Arteriosclerosis/genetics , Chromosome Mapping , Quantitative Trait Loci , Animals , Arteriosclerosis/etiology , Female , Lipoproteins, HDL/blood , Male , Mice , Mice, Inbred Strains , Polymorphism, Single Nucleotide , Risk Factors
8.
Circ Cardiovasc Genet ; 3(1): 60-7, 2010 Feb.
Article in English | MEDLINE | ID: mdl-20160197

ABSTRACT

BACKGROUND: We previously mapped a quantitative trait locus on chromosome 15 in mice contributing to high-density lipoprotein cholesterol and triglyceride levels and now report the identification of the underlying gene. METHODS AND RESULTS: We first fine-mapped the locus by studying a series of congenic strains derived from the parental strains BALB/cJ and MRL/MpJ. Analysis of gene expression and sequencing followed by transgenic complementation led to the identification of zinc fingers and homeoboxes 2 (Zhx2), a transcription factor previously implicated in the developmental regulation of alpha-fetoprotein. Reduced expression of the protein in BALB/cJ mice resulted in altered hepatic transcript levels for several genes involved in lipoprotein metabolism. Most notably, the Zhx2 mutation resulted in a failure to suppress expression of lipoprotein lipase, a gene normally silenced in the adult liver, and this was normalized in BALB/cJ mice carrying the Zhx2 transgene. CONCLUSIONS: We identified the gene underlying the chromosome 15 quantitative trait locus, and our results show that Zhx2 functions as a novel developmental regulator of key genes influencing lipoprotein metabolism.


Subject(s)
Homeodomain Proteins/genetics , Lipid Metabolism/genetics , Lipids/blood , Quantitative Trait Loci , Animals , Chromosome Mapping , Female , Gene Expression Profiling , Genotype , Lipoprotein Lipase/genetics , Lipoprotein Lipase/metabolism , Lipoproteins/genetics , Liver/enzymology , Male , Mice , Mice, Inbred BALB C , Mice, Transgenic , Mutation , RNA, Messenger/metabolism , alpha-Fetoproteins/genetics , alpha-Fetoproteins/metabolism
9.
Hum Genet ; 119(1-2): 75-83, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16391945

ABSTRACT

Single nucleotide polymorphisms (SNPs) that lead to non-synonymous changes in proteins may have functional effects and be subject to selection. Hence they are of particular interest in the study of genetic diseases. We have genotyped approximately 28,000 such SNPs in three ethnic populations (the HapMap plates) and ten primate species and analyzed these data for evidence of selection. We find SNPs predicted by PolyPhen to be damaging, have lower allele frequencies, and are particularly likely to be population-specific. We have also grouped SNPs by molecular function or biological process of the associated genes and find evidence that selection may be acting in concert on classes of genes.


Subject(s)
Asian People/genetics , Black People/genetics , Databases, Genetic , Polymorphism, Single Nucleotide/genetics , White People/genetics , Animals , Gene Frequency , Genetics, Population , Humans , Primates/genetics , Selection, Genetic
10.
Genome Res ; 15(2): 269-75, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15687290

ABSTRACT

Large-scale genetic studies are highly dependent on efficient and scalable multiplex SNP assays. In this study, we report the development of Molecular Inversion Probe technology with four-color, single array detection, applied to large-scale genotyping of up to 12,000 SNPs per reaction. While generating 38,429 SNP assays using this technology in a population of 30 trios from the Centre d'Etude Polymorphisme Humain family panel as part of the International HapMap project, we established SNP conversion rates of approximately 90% with concordance rates >99.6% and completeness levels >98% for assays multiplexed up to 12,000plex levels. Furthermore, these individual metrics can be "traded off" and, by sacrificing a small fraction of the conversion rate, the accuracy can be increased to very high levels. No loss of performance is seen when scaling from 6,000plex to 12,000plex assays, strongly validating the ability of the technology to suppress cross-reactivity at high multiplex levels. The results of this study demonstrate the suitability of this technology for comprehensive association studies that use targeted SNPs in indirect linkage disequilibrium studies or that directly screen for causative mutations.


Subject(s)
Chromosome Inversion/genetics , Molecular Probe Techniques/trends , Polymorphism, Single Nucleotide/genetics , Chromosome Inversion/statistics & numerical data , Cluster Analysis , DNA Probes/genetics , Gene Expression Profiling , Genome, Human , Genotype , Humans , Molecular Probe Techniques/standards , Molecular Probe Techniques/statistics & numerical data , Molecular Probes/genetics , Research Design
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