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1.
J Immunol ; 212(1): 117-129, 2024 01 01.
Article in English | MEDLINE | ID: mdl-38019121

ABSTRACT

The vascular endothelium acts as a dynamic interface between blood and tissue. TNF-α, a major regulator of inflammation, induces endothelial cell (EC) transcriptional changes, the overall response dynamics of which have not been fully elucidated. In the present study, we conducted an extended time-course analysis of the human EC response to TNF, from 30 min to 72 h. We identified regulated genes and used weighted gene network correlation analysis to decipher coexpression profiles, uncovering two distinct temporal phases: an acute response (between 1 and 4 h) and a later phase (between 12 and 24 h). Sex-based subset analysis revealed that the response was comparable between female and male cells. Several previously uncharacterized genes were strongly regulated during the acute phase, whereas the majority in the later phase were IFN-stimulated genes. A lack of IFN transcription indicated that this IFN-stimulated gene expression was independent of de novo IFN production. We also observed two groups of genes whose transcription was inhibited by TNF: those that resolved toward baseline levels and those that did not. Our study provides insights into the global dynamics of the EC transcriptional response to TNF, highlighting distinct gene expression patterns during the acute and later phases. Data for all coding and noncoding genes is provided on the Web site (http://www.endothelial-response.org/). These findings may be useful in understanding the role of ECs in inflammation and in developing TNF signaling-targeted therapies.


Subject(s)
Endothelium, Vascular , Gene Expression Profiling , Male , Humans , Female , Endothelium, Vascular/metabolism , Endothelial Cells/metabolism , Signal Transduction , Cells, Cultured , Inflammation/genetics , Inflammation/metabolism , Tumor Necrosis Factor-alpha/metabolism
2.
PLoS Genet ; 18(9): e1009923, 2022 09.
Article in English | MEDLINE | ID: mdl-36112662

ABSTRACT

Rare variant association tests (RVAT) have been developed to study the contribution of rare variants widely accessible through high-throughput sequencing technologies. RVAT require to aggregate rare variants in testing units and to filter variants to retain only the most likely causal ones. In the exome, genes are natural testing units and variants are usually filtered based on their functional consequences. However, when dealing with whole-genome sequence (WGS) data, both steps are challenging. No natural biological unit is available for aggregating rare variants. Sliding windows procedures have been proposed to circumvent this difficulty, however they are blind to biological information and result in a large number of tests. We propose a new strategy to perform RVAT on WGS data: "RAVA-FIRST" (RAre Variant Association using Functionally-InfoRmed STeps) comprising three steps. (1) New testing units are defined genome-wide based on functionally-adjusted Combined Annotation Dependent Depletion (CADD) scores of variants observed in the gnomAD populations, which are referred to as "CADD regions". (2) A region-dependent filtering of rare variants is applied in each CADD region. (3) A functionally-informed burden test is performed with sub-scores computed for each genomic category within each CADD region. Both on simulations and real data, RAVA-FIRST was found to outperform other WGS-based RVAT. Applied to a WGS dataset of venous thromboembolism patients, we identified an intergenic region on chromosome 18 enriched for rare variants in early-onset patients. This region that was missed by standard sliding windows procedures is included in a TAD region that contains a strong candidate gene. RAVA-FIRST enables new investigations of rare non-coding variants in complex diseases, facilitated by its implementation in the R package Ravages.


Subject(s)
Genetic Variation , Genomics , DNA, Intergenic , Exome , Genetic Variation/genetics , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Humans
3.
Blood ; 137(10): 1392-1405, 2021 03 11.
Article in English | MEDLINE | ID: mdl-32932519

ABSTRACT

Polyphosphate is a procoagulant inorganic polymer of linear-linked orthophosphate residues. Multiple investigations have established the importance of platelet polyphosphate in blood coagulation; however, the mechanistic details of polyphosphate homeostasis in mammalian species remain largely undefined. In this study, xenotropic and polytropic retrovirus receptor 1 (XPR1) regulated polyphosphate in platelets and was implicated in thrombosis in vivo. We used bioinformatic analyses of omics data to identify XPR1 as a major phosphate transporter in platelets. XPR1 messenger RNA and protein expression inversely correlated with intracellular polyphosphate content and release. Pharmacological interference with XPR1 activity increased polyphosphate stores, led to enhanced platelet-driven coagulation, and amplified thrombus formation under flow via the polyphosphate/factor XII pathway. Conditional gene deletion of Xpr1 in platelets resulted in polyphosphate accumulation, accelerated arterial thrombosis, and augmented activated platelet-driven pulmonary embolism without increasing bleeding in mice. These data identify platelet XPR1 as an integral regulator of platelet polyphosphate metabolism and reveal a fundamental role for phosphate homeostasis in thrombosis.


Subject(s)
Blood Platelets/metabolism , Polyphosphates/metabolism , Receptors, G-Protein-Coupled/metabolism , Receptors, Virus/metabolism , Thrombosis/metabolism , Animals , Biological Transport , Blood Coagulation , Factor XII/metabolism , Female , Male , Mice , Thrombosis/blood , Xenotropic and Polytropic Retrovirus Receptor
4.
Circ Res ; 126(5): 571-585, 2020 02 28.
Article in English | MEDLINE | ID: mdl-31893970

ABSTRACT

RATIONALE: PCSKs (Proprotein convertase subtilisins/kexins) are a protease family with unknown functions in vasculature. Previously, we demonstrated PCSK6 upregulation in human atherosclerotic plaques associated with smooth muscle cells (SMCs), inflammation, extracellular matrix remodeling, and mitogens. OBJECTIVE: Here, we applied a systems biology approach to gain deeper insights into the PCSK6 role in normal and diseased vessel wall. METHODS AND RESULTS: Genetic analyses revealed association of intronic PCSK6 variant rs1531817 with maximum internal carotid intima-media thickness progression in high-cardiovascular risk subjects. This variant was linked with PCSK6 mRNA expression in healthy aortas and plaques but also with overall plaque SMA+ cell content and pericyte fraction. Increased PCSK6 expression was found in several independent human cohorts comparing atherosclerotic lesions versus healthy arteries, using transcriptomic and proteomic datasets. By immunohistochemistry, PCSK6 was localized to fibrous cap SMA+ cells and neovessels in plaques. In human, rat, and mouse intimal hyperplasia, PCSK6 was expressed by proliferating SMA+ cells and upregulated after 5 days in rat carotid balloon injury model, with positive correlation to PDGFB (platelet-derived growth factor subunit B) and MMP (matrix metalloprotease) 2/MMP14. Here, PCSK6 was shown to colocalize and cointeract with MMP2/MMP14 by in situ proximity ligation assay. Microarrays of carotid arteries from Pcsk6-/- versus control mice revealed suppression of contractile SMC markers, extracellular matrix remodeling enzymes, and cytokines/receptors. Pcsk6-/- mice showed reduced intimal hyperplasia response upon carotid ligation in vivo, accompanied by decreased MMP14 activation and impaired SMC outgrowth from aortic rings ex vivo. PCSK6 silencing in human SMCs in vitro leads to downregulation of contractile markers and increase in MMP2 expression. Conversely, PCSK6 overexpression increased PDGFBB (platelet-derived growth factor BB)-induced cell proliferation and particularly migration. CONCLUSIONS: PCSK6 is a novel protease that induces SMC migration in response to PDGFB, mechanistically via modulation of contractile markers and MMP14 activation. This study establishes PCSK6 as a key regulator of SMC function in vascular remodeling. Visual Overview: An online visual overview is available for this article.


Subject(s)
Myocytes, Smooth Muscle/metabolism , Proprotein Convertases/genetics , Serine Endopeptidases/genetics , Vascular Remodeling , Animals , Carotid Arteries/metabolism , Carotid Arteries/pathology , Cell Movement , Cell Proliferation , Cells, Cultured , Male , Matrix Metalloproteinases/genetics , Matrix Metalloproteinases/metabolism , Mice , Mice, Inbred C57BL , Myocytes, Smooth Muscle/physiology , Polymorphism, Single Nucleotide , Proprotein Convertases/metabolism , Proto-Oncogene Proteins c-sis/metabolism , Rats , Rats, Sprague-Dawley , Serine Endopeptidases/metabolism , Transcriptome
5.
Arterioscler Thromb Vasc Biol ; 41(12): 2990-3004, 2021 12.
Article in English | MEDLINE | ID: mdl-34706560

ABSTRACT

OBJECTIVE: Endothelial cell (EC) dysfunction is a well-established response to cardiovascular disease risk factors, such as smoking and obesity. Risk factor exposure can modify EC signaling and behavior, leading to arterial and venous disease development. Here, we aimed to identify biomarker panels for the assessment of EC dysfunction, which could be useful for risk stratification or to monitor treatment response. Approach and Results: We used affinity proteomics to identify EC proteins circulating in plasma that were associated with cardiovascular disease risk factor exposure. Two hundred sixteen proteins, which we previously predicted to be EC-enriched across vascular beds, were measured in plasma samples (N=1005) from the population-based SCAPIS (Swedish Cardiopulmonary Bioimage Study) pilot. Thirty-eight of these proteins were associated with body mass index, total cholesterol, low-density lipoprotein, smoking, hypertension, or diabetes. Sex-specific analysis revealed that associations predominantly observed in female- or male-only samples were most frequently with the risk factors body mass index, or total cholesterol and smoking, respectively. We show a relationship between individual cardiovascular disease risk, calculated with the Framingham risk score, and the corresponding biomarker profiles. CONCLUSIONS: EC proteins in plasma could reflect vascular health status.


Subject(s)
Cardiovascular Diseases/blood , Endothelium, Vascular/metabolism , Proteomics/methods , Biomarkers/blood , Cardiovascular Diseases/pathology , Endothelium, Vascular/pathology , Female , Heart Disease Risk Factors , Humans , Male , Middle Aged
6.
Blood ; 130(15): 1706-1712, 2017 10 12.
Article in English | MEDLINE | ID: mdl-28835439

ABSTRACT

There is uncertainty regarding the effectiveness and occurrence of thromboembolic events in patients treated with prothrombin complex concentrates (PCCs) for the management of major bleeding events (MBEs) on rivaroxaban or apixaban. We investigated the effectiveness of PCCs given for the management of MBEs in patients on rivaroxaban or apixaban. Between 1 January 2014 and 1 October 2016, we prospectively included patients on rivaroxaban or apixaban treated with PCCs for the management of MBEs. The effectiveness of PCCs was assessed by using the International Society of Thrombosis and Hemostasis Scientific and Standardization Subcommittee criteria for the assessment of the effectiveness of major bleeding management. The safety outcomes were thromboembolic events and all-cause mortality within 30 days after treatment with PCCs. A total of 84 patients received PCCs for the reversal of rivaroxaban or apixaban due to a MBE. PCCs were given at a median (interquartile range) dose of 2000 IU (1500-2000 IU). Intracranial hemorrhage (ICH) was the most common site of bleeding requiring reversal (n = 59; 70.2%), followed by gastrointestinal bleeding in 13 (15.5%) patients. Management with PCCs was assessed as effective in 58 (69.1%) patients and ineffective in 26 (30.9%) patients. Most patients with ineffective hemostasis with PCCs had ICH (n = 16; 61.5%). Two patients developed an ischemic stroke, occurring 5 and 10 days after treatment with PCC. Twenty-seven (32%) patients died within 30 days after a MBE. The administration of PCCs for the management of MBEs associated with rivaroxaban or apixaban is effective in most cases and is associated with a low risk of thromboembolism. Our findings are limited by the absence of a control group in the study.


Subject(s)
Blood Coagulation Factors/therapeutic use , Hemorrhage/drug therapy , Pyrazoles/therapeutic use , Pyridones/therapeutic use , Rivaroxaban/therapeutic use , Aged , Aged, 80 and over , Blood Coagulation Factors/adverse effects , Cohort Studies , Demography , Female , Hemorrhage/mortality , Humans , Male , Pyrazoles/adverse effects , Pyridones/adverse effects , Rivaroxaban/adverse effects , Thromboembolism/chemically induced , Treatment Outcome
7.
Blood ; 128(23): e59-e66, 2016 12 08.
Article in English | MEDLINE | ID: mdl-27742707

ABSTRACT

There is a clear clinical need for high-specificity plasma biomarkers for predicting risk of venous thromboembolism (VTE), but thus far, such markers have remained elusive. Utilizing affinity reagents from the Human Protein Atlas project and multiplexed immuoassays, we extensively analyzed plasma samples from 2 individual studies to identify candidate protein markers associated with VTE risk. We screened plasma samples from 88 VTE cases and 85 matched controls, collected as part of the Swedish "Venous Thromboembolism Biomarker Study," using suspension bead arrays composed of 755 antibodies targeting 408 candidate proteins. We identified significant associations between VTE occurrence and plasma levels of human immunodeficiency virus type I enhancer binding protein 1 (HIVEP1), von Willebrand factor (VWF), glutathione peroxidase 3 (GPX3), and platelet-derived growth factor ß (PDGFB). For replication, we profiled plasma samples of 580 cases and 589 controls from the French FARIVE study. These results confirmed the association of VWF and PDGFB with VTE after correction for multiple testing, whereas only weak trends were observed for HIVEP1 and GPX3. Although plasma levels of VWF and PDGFB correlated modestly (ρ ∼ 0.30) with each other, they were independently associated with VTE risk in a joint model in FARIVE (VWF P < .001; PDGFB P = .002). PDGFΒ was verified as the target of the capture antibody by immunocapture mass spectrometry and sandwich enzyme-linked immunosorbent assay. In conclusion, we demonstrate that high-throughput affinity plasma proteomic profiling is a valuable research strategy to identify potential candidate biomarkers for thrombosis-related disorders, and our study suggests a novel association of PDGFB plasma levels with VTE.


Subject(s)
Proteomics , Proto-Oncogene Proteins c-sis/blood , Venous Thromboembolism/blood , Biomarkers/blood , DNA-Binding Proteins/blood , Female , Glutathione Peroxidase/blood , Humans , Male , Risk Factors , Transcription Factors/blood , von Willebrand Factor/metabolism
8.
Arterioscler Thromb Vasc Biol ; 36(9): 1947-61, 2016 09.
Article in English | MEDLINE | ID: mdl-27470516

ABSTRACT

OBJECTIVE: Key augmented processes in atherosclerosis have been identified, whereas less is known about downregulated pathways. Here, we applied a systems biology approach to examine suppressed molecular signatures, with the hypothesis that they may provide insight into mechanisms contributing to plaque stability. APPROACH AND RESULTS: Muscle contraction, muscle development, and actin cytoskeleton were the most downregulated pathways (false discovery rate=6.99e-21, 1.66e-6, 2.54e-10, respectively) in microarrays from human carotid plaques (n=177) versus healthy arteries (n=15). In addition to typical smooth muscle cell (SMC) markers, these pathways also encompassed cytoskeleton-related genes previously not associated with atherosclerosis. SYNPO2, SYNM, LMOD1, PDLIM7, and PLN expression positively correlated to typical SMC markers in plaques (Pearson r>0.6, P<0.0001) and in rat intimal hyperplasia (r>0.8, P<0.0001). By immunohistochemistry, the proteins were expressed in SMCs in normal vessels, but largely absent in human plaques and intimal hyperplasia. Subcellularly, most proteins localized to the cytoskeleton in cultured SMCs and were regulated by active enhancer histone modification H3K27ac by chromatin immunoprecipitation-sequencing. Functionally, the genes were downregulated by PDGFB (platelet-derived growth factor beta) and IFNg (interferron gamma), exposure to shear flow stress, and oxLDL (oxidized low-density lipoprotein) loading. Genetic variants in PDLIM7, PLN, and SYNPO2 loci associated with progression of carotid intima-media thickness in high-risk subjects without symptoms of cardiovascular disease (n=3378). By eQTL (expression quantitative trait locus), rs11746443 also associated with PDLIM7 expression in plaques. Mechanistically, silencing of PDLIM7 in vitro led to downregulation of SMC markers and disruption of the actin cytoskeleton, decreased cell spreading, and increased proliferation. CONCLUSIONS: We identified a panel of genes that reflect the altered phenotype of SMCs in vascular disease and could be early sensitive markers of SMC dedifferentiation.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Autoantigens/metabolism , Calcium-Binding Proteins/metabolism , Carotid Artery Diseases/metabolism , Cytoskeletal Proteins/metabolism , Intermediate Filament Proteins/metabolism , LIM Domain Proteins/metabolism , Microfilament Proteins/metabolism , Muscle, Smooth, Vascular/metabolism , Myocytes, Smooth Muscle/metabolism , Plaque, Atherosclerotic , Actin Cytoskeleton/metabolism , Adaptor Proteins, Signal Transducing/genetics , Animals , Apolipoproteins E/deficiency , Apolipoproteins E/genetics , Atherosclerosis/genetics , Atherosclerosis/metabolism , Atherosclerosis/pathology , Autoantigens/genetics , Calcium-Binding Proteins/genetics , Carotid Arteries/metabolism , Carotid Arteries/pathology , Carotid Arteries/physiopathology , Carotid Artery Diseases/genetics , Carotid Artery Diseases/pathology , Carotid Artery Diseases/physiopathology , Carotid Artery Injuries/genetics , Carotid Artery Injuries/metabolism , Case-Control Studies , Cell Dedifferentiation , Cells, Cultured , Cytoskeletal Proteins/genetics , Disease Models, Animal , Down-Regulation , Genetic Association Studies , Humans , Intermediate Filament Proteins/genetics , LIM Domain Proteins/genetics , Male , Mice, Knockout , Microfilament Proteins/genetics , Middle Aged , Muscle, Smooth, Vascular/pathology , Muscle, Smooth, Vascular/physiopathology , Myocytes, Smooth Muscle/pathology , Neointima , Phenotype , RNA Interference , Rats, Sprague-Dawley , Signal Transduction , Time Factors , Transfection , Vasoconstriction
9.
Proteomics ; 16(17): 2319-26, 2016 09.
Article in English | MEDLINE | ID: mdl-27364902

ABSTRACT

Tissue MicroArrays (TMAs) are a versatile tool for high-throughput protein screening, allowing qualitative analysis of a large number of samples on a single slide. We have developed a customizable TMA system that uniquely utilizes cryopreserved human cardiac samples from both heart failure and donor patients to produce formalin-fixed paraffin-embedded sections. Confirmatory upstream or downstream molecular studies can then be performed on the same (biobanked) cryopreserved tissue. In a pilot study, we applied our TMAs to screen for the expression of four-and-a-half LIM-domain 2 (FHL2), a member of the four-and-a-half LIM family. This protein has been implicated in the pathogenesis of heart failure in a variety of animal models. While FHL2 is abundant in the heart, not much is known about its expression in human heart failure. For this purpose, we generated an affinity-purified rabbit polyclonal anti-human FHL2 antibody. Our TMAs allowed high-throughput profiling of FHL2 protein using qualitative and semiquantitative immunohistochemistry that proved complementary to Western blot analysis. We demonstrated a significant relative reduction in FHL2 protein expression across different forms of human heart failure.


Subject(s)
Heart Failure/pathology , LIM-Homeodomain Proteins/analysis , Muscle Proteins/analysis , Myocardium/pathology , Tissue Array Analysis/methods , Transcription Factors/analysis , Animals , Blotting, Western/methods , Humans , Immunohistochemistry/methods , Protein Array Analysis/methods , Proteomics/methods , Rabbits
10.
Mol Cell Proteomics ; 13(2): 397-406, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24309898

ABSTRACT

Global classification of the human proteins with regards to spatial expression patterns across organs and tissues is important for studies of human biology and disease. Here, we used a quantitative transcriptomics analysis (RNA-Seq) to classify the tissue-specific expression of genes across a representative set of all major human organs and tissues and combined this analysis with antibody-based profiling of the same tissues. To present the data, we launch a new version of the Human Protein Atlas that integrates RNA and protein expression data corresponding to ∼80% of the human protein-coding genes with access to the primary data for both the RNA and the protein analysis on an individual gene level. We present a classification of all human protein-coding genes with regards to tissue-specificity and spatial expression pattern. The integrative human expression map can be used as a starting point to explore the molecular constituents of the human body.


Subject(s)
Antibodies/pharmacology , Gene Expression , Genomics/methods , Organ Specificity/genetics , Proteomics/methods , Transcriptome , Female , Gene Expression Profiling , Gene Regulatory Networks , Humans , Male , Proteins/genetics , Proteins/metabolism , Proteome/genetics , Proteome/metabolism , Systems Integration , Tissue Array Analysis
11.
Circ Res ; 113(9): 1043-53, 2013 Oct 12.
Article in English | MEDLINE | ID: mdl-23965338

ABSTRACT

RATIONALE: Omics sciences enable a systems-level perspective in characterizing cardiovascular biology. Integration of diverse proteomics data via a computational strategy will catalyze the assembly of contextualized knowledge, foster discoveries through multidisciplinary investigations, and minimize unnecessary redundancy in research efforts. OBJECTIVE: The goal of this project is to develop a consolidated cardiac proteome knowledgebase with novel bioinformatics pipeline and Web portals, thereby serving as a new resource to advance cardiovascular biology and medicine. METHODS AND RESULTS: We created Cardiac Organellar Protein Atlas Knowledgebase (COPaKB; www.HeartProteome.org), a centralized platform of high-quality cardiac proteomic data, bioinformatics tools, and relevant cardiovascular phenotypes. Currently, COPaKB features 8 organellar modules, comprising 4203 LC-MS/MS experiments from human, mouse, drosophila, and Caenorhabditis elegans, as well as expression images of 10,924 proteins in human myocardium. In addition, the Java-coded bioinformatics tools provided by COPaKB enable cardiovascular investigators in all disciplines to retrieve and analyze pertinent organellar protein properties of interest. CONCLUSIONS: COPaKB provides an innovative and interactive resource that connects research interests with the new biological discoveries in protein sciences. With an array of intuitive tools in this unified Web server, nonproteomics investigators can conveniently collaborate with proteomics specialists to dissect the molecular signatures of cardiovascular phenotypes.


Subject(s)
Databases, Protein , Knowledge Bases , Muscle Proteins/metabolism , Myocardium/metabolism , Proteomics/methods , Systems Biology , Systems Integration , Access to Information , Animals , Caenorhabditis elegans , Diffusion of Innovation , Drosophila , Humans , Mice , Software Design , Workflow
12.
Arterioscler Thromb Vasc Biol ; 33(10): 2432-43, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23908247

ABSTRACT

OBJECTIVE: Carotid plaque instability is a major cause of ischemic stroke, but detailed knowledge about underlying molecular pathways is still lacking. Here, we evaluated large-scale transcriptomic and protein expression profiling in a biobank of carotid endarterectomies followed by characterization of identified candidates, as a platform for discovery of novel proteins differentially regulated in unstable carotid lesions. APPROACH AND RESULTS: Genes highly upregulated in symptomatic versus asymptomatic plaques were selected from Affymetrix microarray analyses (n=127 plaques), and tissue microarrays constructed from 34 lesions were assayed for 21 corresponding proteins by immunohistochemistry. Quantification of stainings demonstrated differential expression of CD36, CD137, and DOCK7 (P<0.05) in unstable versus stable lesions and the most significant upregulation of a proprotein convertase, PCSK6 (P<0.0001). Increased expression of PCSK6 in symptomatic lesions was verified by quantitative real-time polymerase chain reaction (n=233), and the protein was localized to smooth muscle α-actin positive cells and extracellular matrix of the fibrous cap by immunohistochemistry. PCSK6 expression positively correlated to genes associated with inflammation, matrix degradation, and mitogens in microarrays. Stimulation of human carotid smooth muscle cells in vitro with cytokines caused rapid induction of PCSK6 mRNA. CONCLUSIONS: Using a combination of transcriptomic and tissue microarray profiling, we demonstrate a novel approach to identify proteins differentially expressed in unstable carotid atherosclerosis. The proprotein convertase PCSK6 was detected at increased levels in the fibrous cap of symptomatic carotid plaques, possibly associated with key processes in plaque rupture such as inflammation and extracellular matrix remodeling. Further studies are needed to clarify the role of PCSK6 in atherosclerosis.


Subject(s)
Carotid Stenosis/enzymology , Carotid Stenosis/genetics , Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis , Proprotein Convertases/genetics , Proprotein Convertases/metabolism , Serine Endopeptidases/genetics , Serine Endopeptidases/metabolism , Tissue Array Analysis , Asymptomatic Diseases , Carotid Stenosis/immunology , Carotid Stenosis/pathology , Cells, Cultured , Cytokines/metabolism , Extracellular Matrix/metabolism , Fibrosis , Humans , Immunohistochemistry , Inflammation Mediators/metabolism , Muscle, Smooth, Vascular/enzymology , Muscle, Smooth, Vascular/immunology , Myocytes, Smooth Muscle/enzymology , Myocytes, Smooth Muscle/immunology , Plaque, Atherosclerotic , RNA, Messenger/metabolism , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Rupture, Spontaneous , Up-Regulation
13.
Mol Cell Proteomics ; 11(3): M111.013458, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22042635

ABSTRACT

The Human Proteome Project has been proposed to create a knowledge-based resource based on a systematical mapping of all human proteins, chromosome by chromosome, in a gene-centric manner. With this background, we here describe the systematic analysis of chromosome 21 using an antibody-based approach for protein profiling using both confocal microscopy and immunohistochemistry, complemented with transcript profiling using next generation sequencing data. We also describe a new approach for protein isoform analysis using a combination of antibody-based probing and isoelectric focusing. The analysis has identified several genes on chromosome 21 with no previous evidence on the protein level, and the isoform analysis indicates that a large fraction of human proteins have multiple isoforms. A chromosome-wide matrix is presented with status for all chromosome 21 genes regarding subcellular localization, tissue distribution, and molecular characterization of the corresponding proteins. The path to generate a chromosome-specific resource, including integrated data from complementary assay platforms, such as mass spectrometry and gene tagging analysis, is discussed.


Subject(s)
Antibodies, Monoclonal/immunology , Chromosomes, Human, Pair 21/genetics , Chromosomes, Human, Pair 21/metabolism , Gene Expression Profiling , Proteome/analysis , Proteome/immunology , Proteomics , Amino Acid Sequence , Blotting, Western , Cells, Cultured , Chromatography, Liquid , Databases, Factual , Fluorescent Antibody Technique , Humans , Immunoenzyme Techniques , Isoelectric Focusing , Kidney/cytology , Kidney/metabolism , Mass Spectrometry , Molecular Sequence Data , Peptide Fragments/metabolism , Sequence Analysis, RNA , Sequence Homology, Amino Acid , Software , Subcellular Fractions
14.
J Thromb Haemost ; 2024 Jun 03.
Article in English | MEDLINE | ID: mdl-38838952

ABSTRACT

BACKGROUND: The thrombin generation assay (TGA) evaluates the potential of plasma to generate thrombin over time, providing a global picture of an individual's hemostatic balance. OBJECTIVES: This study aimed to identify novel biological determinants of thrombin generation using a multiomics approach. METHODS: Associations between TGA parameters and plasma levels of 377 antibodies targeting 236 candidate proteins for cardiovascular risk were tested using multiple linear regression analysis in 770 individuals with venous thrombosis from the Marseille Thrombosis Association (MARTHA) study. Proteins associated with at least 3 TGA parameters were selected for validation in an independent population of 536 healthy individuals (Etablissement Français du Sang Alpes-Méditerranée [EFS-AM]). Proteins with strongest associations in both groups underwent additional genetic analyses and in vitro experiments. RESULTS: Eighteen proteins were associated (P < 1.33 × 10⁻4) with at least 3 TGA parameters in MARTHA, among which 13 demonstrated a similar pattern of associations in EFS-AM. Complement proteins C5 and C9 had the strongest associations in both groups. Ex vivo supplementation of platelet-poor plasma with purified C9 protein had a significant dose-dependent effect on TGA parameters. No effect was observed with purified C5. Several single nucleotide polymorphisms associated with C5 and C9 plasma levels were identified, with the strongest association for the C5 missense variant rs17611, which was associated with a decrease in C5 levels, endogenous thrombin potential, and peak in MARTHA. No association of this variant with TGA parameters was observed in EFS-AM. CONCLUSION: This study identified complement proteins C5 and C9 as potential determinants of thrombin generation. Further studies are warranted to establish causality and elucidate the underlying mechanisms.

15.
J Proteome Res ; 12(6): 2439-48, 2013 Jun 07.
Article in English | MEDLINE | ID: mdl-23276153

ABSTRACT

A gene-centric Human Proteome Project has been proposed to characterize the human protein-coding genes in a chromosome-centered manner to understand human biology and disease. Here, we report on the protein evidence for all genes predicted from the genome sequence based on manual annotation from literature (UniProt), antibody-based profiling in cells, tissues and organs and analysis of the transcript profiles using next generation sequencing in human cell lines of different origins. We estimate that there is good evidence for protein existence for 69% (n = 13985) of the human protein-coding genes, while 23% have only evidence on the RNA level and 7% still lack experimental evidence. Analysis of the expression patterns shows few tissue-specific proteins and approximately half of the genes expressed in all the analyzed cells. The status for each gene with regards to protein evidence is visualized in a chromosome-centric manner as part of a new version of the Human Protein Atlas ( www.proteinatlas.org ).


Subject(s)
Antibodies/chemistry , Chromosomes, Human/chemistry , Human Genome Project , Neoplasm Proteins/isolation & purification , Neoplasms/chemistry , Proteome/isolation & purification , Cell Line , Cell Line, Tumor , Gene Expression , Gene Expression Profiling , Genome, Human , Humans , Microscopy, Fluorescence , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Neoplasms/genetics , Neoplasms/metabolism , Oligonucleotide Array Sequence Analysis , Proteome/genetics , Proteome/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism
16.
Arterioscler Thromb Vasc Biol ; 32(8): 2008-16, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22701019

ABSTRACT

OBJECTIVE: Elevated plasma levels of coagulation factor XI (FXI) are implicated in the pathogenesis of venous thromboembolism and ischemic stroke, and polymorphisms in the F11 gene are associated both with risk of venous thromboembolism and an elevated plasma FXI level. METHODS AND RESULTS: Here, we report the first hypothesis-free genome-wide genetic analysis of plasma FXI levels. Two genome-wide significant loci were detected in the family-based Genetic Analysis of Idiopathic Thrombophilia 1 cohort: one located in the kininogen 1 gene (KNG1) (rs710446; P=7.98 × 10(-10)) and one located in the structural F11 gene (rs4241824; P=1.16 × 10(-8)). Both associations were replicated in a second population-based Swedish cohort. A significant effect on KNG1 mRNA expression was also seen for the 2 most robustly FXI-associated single nucleotide polymorphisms located in KNG1. Furthermore, both KNG1 single nucleotide polymorphisms were associated with activated partial thromboplastin time, suggesting that FXI may be the main mechanistic pathway by which KNG1 and F11 influence activated partial thromboplastin time and risk of thrombosis. CONCLUSIONS: These findings contribute to the emerging molecular basis of venous thromboembolism and, more importantly, help in understanding the biological regulation of a phenotype that has proved to have promising therapeutic properties in relation to thrombosis.


Subject(s)
Factor XI/analysis , Genome-Wide Association Study , Kininogens/genetics , Partial Thromboplastin Time , Polymorphism, Single Nucleotide , Adult , Aged , Aged, 80 and over , Chromosome Mapping , Factor XI/genetics , Female , Humans , Male , Middle Aged
17.
Heart Lung Circ ; 22(10): 819-26, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23856366

ABSTRACT

This Methodological Review is intended as a guide for research students who may have just discovered a human "novel" cardiac protein, but it may also help hard-pressed reviewers of journal submissions on a "novel" protein reported in an animal model of human heart failure. Whether you are an expert or not, you may know little or nothing about this particular protein of interest. In this review we provide a strategic guide on how to proceed. We ask: How do you discover what has been published (even in an abstract or research report) about this protein? Everyone knows how to undertake literature searches using PubMed and Medline but these are usually encyclopaedic, often producing long lists of papers, most of which are either irrelevant or only vaguely relevant to your query. Relatively few will be aware of more advanced search engines such as Google Scholar and even fewer will know about Quertle. Next, we provide a strategy for discovering if your "novel" protein is expressed in the normal, healthy human heart, and if it is, we show you how to investigate its subcellular location. This can usually be achieved by visiting the website "Human Protein Atlas" without doing a single experiment. Finally, we provide a pathway to discovering if your protein of interest changes its expression level with heart failure/disease or with ageing.


Subject(s)
Aging/metabolism , Biomedical Research , Databases, Protein , Heart Failure/metabolism , Myocardium/metabolism , Search Engine , Australia , Humans
18.
Front Immunol ; 14: 1181761, 2023.
Article in English | MEDLINE | ID: mdl-37287977

ABSTRACT

Background: Neutrophil Extracellular Traps (NETs) are key mediators of immunothrombotic mechanisms and defective clearance of NETs from the circulation underlies an array of thrombotic, inflammatory, infectious, and autoimmune diseases. Efficient NET degradation depends on the combined activity of two distinct DNases, DNase1 and DNase1-like 3 (DNase1L3) that preferentially digest double-stranded DNA (dsDNA) and chromatin, respectively. Methods: Here, we engineered a dual-active DNase with combined DNase1 and DNase1L3 activities and characterized the enzyme for its NET degrading potential in vitro. Furthermore, we produced a mouse model with transgenic expression of the dual-active DNase and analyzed body fluids of these animals for DNase1 and DNase 1L3 activities. We systematically substituted 20 amino acid stretches in DNase1 that were not conserved among DNase1 and DNase1L3 with homologous DNase1L3 sequences. Results: We found that the ability of DNase1L3 to degrade chromatin is embedded into three discrete areas of the enzyme's core body, not the C-terminal domain as suggested by the state-of-the-art. Further, combined transfer of the aforementioned areas of DNase1L3 to DNase1 generated a dual-active DNase1 enzyme with additional chromatin degrading activity. The dual-active DNase1 mutant was superior to native DNase1 and DNase1L3 in degrading dsDNA and chromatin, respectively. Transgenic expression of the dual-active DNase1 mutant in hepatocytes of mice lacking endogenous DNases revealed that the engineered enzyme was stable in the circulation, released into serum and filtered to the bile but not into the urine. Conclusion: Therefore, the dual-active DNase1 mutant is a promising tool for neutralization of DNA and NETs with potential therapeutic applications for interference with thromboinflammatory disease states.


Subject(s)
Endodeoxyribonucleases , Extracellular Traps , Mice , Animals , Endodeoxyribonucleases/genetics , Extracellular Traps/metabolism , Deoxyribonuclease I/genetics , Deoxyribonuclease I/metabolism , Chromatin , DNA/metabolism , Deoxyribonucleases/genetics
19.
Biomolecules ; 13(6)2023 05 24.
Article in English | MEDLINE | ID: mdl-37371462

ABSTRACT

BACKGROUND: Intraplaque hemorrhage (IPH) is a hallmark of atherosclerotic plaque instability. Biliverdin reductase B (BLVRB) is enriched in plasma and plaques from patients with symptomatic carotid atherosclerosis and functionally associated with IPH. OBJECTIVE: We explored the biomarker potential of plasma BLVRB through (1) its correlation with IPH in carotid plaques assessed by magnetic resonance imaging (MRI), and with recurrent ischemic stroke, and (2) its use for monitoring pharmacotherapy targeting IPH in a preclinical setting. METHODS: Plasma BLVRB levels were measured in patients with symptomatic carotid atherosclerosis from the PARISK study (n = 177, 5 year follow-up) with and without IPH as indicated by MRI. Plasma BLVRB levels were also measured in a mouse vein graft model of IPH at baseline and following antiangiogenic therapy targeting vascular endothelial growth factor receptor 2 (VEGFR-2). RESULTS: Plasma BLVRB levels were significantly higher in patients with IPH (737.32 ± 693.21 vs. 520.94 ± 499.43 mean fluorescent intensity (MFI), p = 0.033), but had no association with baseline clinical and biological parameters. Plasma BLVRB levels were also significantly higher in patients who developed recurrent ischemic stroke (1099.34 ± 928.49 vs. 582.07 ± 545.34 MFI, HR = 1.600, CI [1.092-2.344]; p = 0.016). Plasma BLVRB levels were significantly reduced following prevention of IPH by anti-VEGFR-2 therapy in mouse vein grafts (1189 ± 258.73 vs. 1752 ± 366.84 MFI; p = 0.004). CONCLUSIONS: Plasma BLVRB was associated with IPH and increased risk of recurrent ischemic stroke in patients with symptomatic low- to moderate-grade carotid stenosis, indicating the capacity to monitor the efficacy of IPH-preventive pharmacotherapy in an animal model. Together, these results suggest the utility of plasma BLVRB as a biomarker for atherosclerotic plaque instability.


Subject(s)
Carotid Artery Diseases , Ischemic Stroke , Plaque, Atherosclerotic , Animals , Humans , Mice , Biomarkers/blood , Carotid Artery Diseases/blood , Carotid Artery Diseases/complications , Hemorrhage/blood , Hemorrhage/diagnostic imaging , Hemorrhage/etiology , Ischemic Stroke/blood , Ischemic Stroke/etiology , Plaque, Atherosclerotic/blood , Plaque, Atherosclerotic/diagnostic imaging , Plaque, Atherosclerotic/pathology , Vascular Endothelial Growth Factor A/antagonists & inhibitors
20.
Nat Commun ; 14(1): 3280, 2023 06 07.
Article in English | MEDLINE | ID: mdl-37286573

ABSTRACT

Venous thromboembolism (VTE) is a common, multi-causal disease with potentially serious short- and long-term complications. In clinical practice, there is a need for improved plasma biomarker-based tools for VTE diagnosis and risk prediction. Here we show, using proteomics profiling to screen plasma from patients with suspected acute VTE, and several case-control studies for VTE, how Complement Factor H Related 5 protein (CFHR5), a regulator of the alternative pathway of complement activation, is a VTE-associated plasma biomarker. In plasma, higher CFHR5 levels are associated with increased thrombin generation potential and recombinant CFHR5 enhanced platelet activation in vitro. GWAS analysis of ~52,000 participants identifies six loci associated with CFHR5 plasma levels, but Mendelian randomization do not demonstrate causality between CFHR5 and VTE. Our results indicate an important role for the regulation of the alternative pathway of complement activation in VTE and that CFHR5 represents a potential diagnostic and/or risk predictive plasma biomarker.


Subject(s)
Venous Thromboembolism , Humans , Biomarkers , Complement Activation , Complement Factor H/genetics , Complement System Proteins/metabolism , Factor V , Venous Thromboembolism/genetics
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