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Hu Y, Li W, Cheng X, Yang H, She ZG, Cai J, Li H, Zhang XJ. Emerging Roles and Therapeutic Applications of Arachidonic Acid Pathways in Cardiometabolic Diseases. Circ Res 2024; 135:222-260. [PMID: 38900855 DOI: 10.1161/circresaha.124.324383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Cardiometabolic disease has become a major health burden worldwide, with sharply increasing prevalence but highly limited therapeutic interventions. Emerging evidence has revealed that arachidonic acid derivatives and pathway factors link metabolic disorders to cardiovascular risks and intimately participate in the progression and severity of cardiometabolic diseases. In this review, we systemically summarized and updated the biological functions of arachidonic acid pathways in cardiometabolic diseases, mainly focusing on heart failure, hypertension, atherosclerosis, nonalcoholic fatty liver disease, obesity, and diabetes. We further discussed the cellular and molecular mechanisms of arachidonic acid pathway-mediated regulation of cardiometabolic diseases and highlighted the emerging clinical advances to improve these pathological conditions by targeting arachidonic acid metabolites and pathway factors.
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Affiliation(s)
- Yufeng Hu
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y., Z.-G.S., J.C., H.L., X.-J.Z.)
- Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, First Affiliated Hospital of Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y.)
| | - Wei Li
- Department of Cardiology, Renmin Hospital of Wuhan University, China (W.L., Z.-G.S., H.L.)
| | - Xu Cheng
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y., Z.-G.S., J.C., H.L., X.-J.Z.)
- Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, First Affiliated Hospital of Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y.)
| | - Hailong Yang
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y., Z.-G.S., J.C., H.L., X.-J.Z.)
- Key Laboratory of Cardiovascular Disease Prevention and Control, Ministry of Education, First Affiliated Hospital of Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y.)
| | - Zhi-Gang She
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y., Z.-G.S., J.C., H.L., X.-J.Z.)
- Department of Cardiology, Renmin Hospital of Wuhan University, China (W.L., Z.-G.S., H.L.)
| | - Jingjing Cai
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y., Z.-G.S., J.C., H.L., X.-J.Z.)
- Department of Cardiology, The Third Xiangya Hospital, Central South University, Changsha, China (J.C.)
| | - Hongliang Li
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y., Z.-G.S., J.C., H.L., X.-J.Z.)
- Department of Cardiology, Renmin Hospital of Wuhan University, China (W.L., Z.-G.S., H.L.)
- Medical Science Research Center, Zhongnan Hospital of Wuhan University, Wuhan 430071, China (H.L.)
| | - Xiao-Jing Zhang
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Gannan Innovation and Translational Medicine Research Institute, Gannan Medical University, Ganzhou, China (Y.H., X.C., H.Y., Z.-G.S., J.C., H.L., X.-J.Z.)
- School of Basic Medical Sciences, Wuhan University, China (X.-J.Z.)
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Diez Benavente E, Hartman RJG, Sakkers TR, Wesseling M, Sloots Y, Slenders L, Boltjes A, Mol BM, de Borst GJ, de Kleijn DPV, Prange KHM, de Winther MPJ, Kuiper J, Civelek M, van der Laan SW, Horvath S, Onland-Moret NC, Mokry M, Pasterkamp G, den Ruijter HM. Atherosclerotic Plaque Epigenetic Age Acceleration Predicts a Poor Prognosis and Is Associated With Endothelial-to-Mesenchymal Transition in Humans. Arterioscler Thromb Vasc Biol 2024; 44:1419-1431. [PMID: 38634280 DOI: 10.1161/atvbaha.123.320692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 03/25/2024] [Indexed: 04/19/2024]
Abstract
BACKGROUND Epigenetic age estimators (clocks) are predictive of human mortality risk. However, it is not yet known whether the epigenetic age of atherosclerotic plaques is predictive for the risk of cardiovascular events. METHODS Whole-genome DNA methylation of human carotid atherosclerotic plaques (n=485) and of blood (n=93) from the Athero-Express endarterectomy cohort was used to calculate epigenetic age acceleration (EAA). EAA was linked to clinical characteristics, plaque histology, and future cardiovascular events (n=136). We studied whole-genome DNA methylation and bulk and single-cell transcriptomics to uncover molecular mechanisms of plaque EAA. We experimentally confirmed our in silico findings using in vitro experiments in primary human coronary endothelial cells. RESULTS Male and female patients with severe atherosclerosis had a median chronological age of 69 years. The median epigenetic age was 65 years in females (median EAA, -2.2 [interquartile range, -4.3 to 2.2] years) and 68 years in males (median EAA, -0.3 [interquartile range, -2.9 to 3.8] years). Patients with diabetes and a high body mass index had higher plaque EAA. Increased EAA of plaque predicted future events in a 3-year follow-up in a Cox regression model (univariate hazard ratio, 1.7; P=0.0034) and adjusted multivariate model (hazard ratio, 1.56; P=0.02). Plaque EAA predicted outcome independent of blood EAA (hazard ratio, 1.3; P=0.018) and of plaque hemorrhage (hazard ratio, 1.7; P=0.02). Single-cell RNA sequencing in plaque samples from 46 patients in the same cohort revealed smooth muscle and endothelial cells as important cell types in plaque EAA. Endothelial-to-mesenchymal transition was associated with EAA, which was experimentally confirmed by TGFβ-triggered endothelial-to-mesenchymal transition inducing rapid epigenetic aging in coronary endothelial cells. CONCLUSIONS Plaque EAA is a strong and independent marker of poor outcome in patients with severe atherosclerosis. Plaque EAA was linked to mesenchymal endothelial and smooth muscle cells. Endothelial-to-mesenchymal transition was associated with EAA, which was experimentally validated. Epigenetic aging mechanisms may provide new targets for treatments that reduce atherosclerosis complications.
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Affiliation(s)
- Ernest Diez Benavente
- Laboratory of Experimental Cardiology (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Robin J G Hartman
- Laboratory of Experimental Cardiology (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Tim R Sakkers
- Laboratory of Experimental Cardiology (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Marian Wesseling
- Central Diagnostic Laboratory (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Yannicke Sloots
- Laboratory of Experimental Cardiology (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Lotte Slenders
- Central Diagnostic Laboratory (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Arjan Boltjes
- Central Diagnostic Laboratory (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Barend M Mol
- Department of Vascular Surgery (B.M.M., G.J.d.B., D.P.V.d.K.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Gert J de Borst
- Department of Vascular Surgery (B.M.M., G.J.d.B., D.P.V.d.K.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Dominique P V de Kleijn
- Department of Vascular Surgery (B.M.M., G.J.d.B., D.P.V.d.K.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Koen H M Prange
- Division of Biotherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (K.H.M.P., M.P.J.d.W., J.K.)
| | - Menno P J de Winther
- Division of Biotherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (K.H.M.P., M.P.J.d.W., J.K.)
| | - Johan Kuiper
- Division of Biotherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (K.H.M.P., M.P.J.d.W., J.K.)
| | - Mete Civelek
- Center for Public Health Genomics (M.C.), University of Virginia, Charlottesville
- Department of Biomedical Engineering (M.C.), University of Virginia, Charlottesville
| | - Sander W van der Laan
- Central Diagnostic Laboratory (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Steve Horvath
- Department of Human Genetics, David Geffen School of Medicine (S.H.), University of California, Los Angeles
- Department of Biostatistics, Fielding School of Public Health (S.H.), University of California, Los Angeles
- Altos Labs, Cambridge Institute of Science, United Kingdom (S.H.)
| | - N Charlotte Onland-Moret
- Julius Center for Health Sciences and Primary Care (N.C.O.-M.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Michal Mokry
- Laboratory of Experimental Cardiology (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.), University Medical Center Utrecht, Utrecht University, the Netherlands
- Central Diagnostic Laboratory (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Gerard Pasterkamp
- Central Diagnostic Laboratory (M.W., L.S., A.B., S.W.v.d.L., M.M., G.P.), University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Hester M den Ruijter
- Laboratory of Experimental Cardiology (E.D.B., R.J.G.H., T.R.S., Y.S., M.M., H.M.d.R.), University Medical Center Utrecht, Utrecht University, the Netherlands
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Diez Benavente E, Karnewar S, Buono M, Mili E, Hartman RJ, Kapteijn D, Slenders L, Daniels M, Aherrahrou R, Reinberger T, Mol BM, de Borst GJ, de Kleijn DP, Prange KH, Depuydt MA, de Winther MP, Kuiper J, Björkegren JL, Erdmann J, Civelek M, Mokry M, Owens GK, Pasterkamp G, den Ruijter HM. Female Gene Networks Are Expressed in Myofibroblast-Like Smooth Muscle Cells in Vulnerable Atherosclerotic Plaques. Arterioscler Thromb Vasc Biol 2023; 43:1836-1850. [PMID: 37589136 PMCID: PMC10521798 DOI: 10.1161/atvbaha.123.319325] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 07/10/2023] [Indexed: 08/18/2023]
Abstract
BACKGROUND Women presenting with coronary artery disease more often present with fibrous atherosclerotic plaques, which are currently understudied. Phenotypically modulated smooth muscle cells (SMCs) contribute to atherosclerosis in women. How these phenotypically modulated SMCs shape female versus male plaques is unknown. METHODS Gene regulatory networks were created using RNAseq gene expression data from human carotid atherosclerotic plaques. The networks were prioritized based on sex bias, relevance for smooth muscle biology, and coronary artery disease genetic enrichment. Network expression was linked to histologically determined plaque phenotypes. In addition, their expression in plaque cell types was studied at single-cell resolution using single-cell RNAseq. Finally, their relevance for disease progression was studied in female and male Apoe-/- mice fed a Western diet for 18 and 30 weeks. RESULTS Here, we identify multiple sex-stratified gene regulatory networks from human carotid atherosclerotic plaques. Prioritization of the female networks identified 2 main SMC gene regulatory networks in late-stage atherosclerosis. Single-cell RNA sequencing mapped these female networks to 2 SMC phenotypes: a phenotypically modulated myofibroblast-like SMC network and a contractile SMC network. The myofibroblast-like network was mostly expressed in plaques that were vulnerable in women. Finally, the mice ortholog of key driver gene MFGE8 (milk fat globule EGF and factor V/VIII domain containing) showed retained expression in advanced plaques from female mice but was downregulated in male mice during atherosclerosis progression. CONCLUSIONS Female atherosclerosis is characterized by gene regulatory networks that are active in fibrous vulnerable plaques rich in myofibroblast-like SMCs.
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Affiliation(s)
- Ernest Diez Benavente
- Laboratory of Experimental Cardiology (E.D.B., M.B., E.M., R.J.G.H., D.K., M.D., H.M.d.R.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Santosh Karnewar
- Robert M. Berne Cardiovascular Research Center (S.K., G.K.O.), University of Virginia, Charlottesville
| | - Michele Buono
- Laboratory of Experimental Cardiology (E.D.B., M.B., E.M., R.J.G.H., D.K., M.D., H.M.d.R.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Eloi Mili
- Laboratory of Experimental Cardiology (E.D.B., M.B., E.M., R.J.G.H., D.K., M.D., H.M.d.R.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Robin J.G. Hartman
- Laboratory of Experimental Cardiology (E.D.B., M.B., E.M., R.J.G.H., D.K., M.D., H.M.d.R.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Daniek Kapteijn
- Laboratory of Experimental Cardiology (E.D.B., M.B., E.M., R.J.G.H., D.K., M.D., H.M.d.R.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Lotte Slenders
- Central Diagnostic Laboratory (L.S., M.M., G.P.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Mark Daniels
- Laboratory of Experimental Cardiology (E.D.B., M.B., E.M., R.J.G.H., D.K., M.D., H.M.d.R.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Redouane Aherrahrou
- Center for Public Health Genomics (R.A., M.C.), University of Virginia, Charlottesville
- Institute for Cardiogenetics, University of Lübeck, Germany (R.A., T.R., J.E.)
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland (R.A.)
| | - Tobias Reinberger
- Institute for Cardiogenetics, University of Lübeck, Germany (R.A., T.R., J.E.)
| | - Barend M. Mol
- Department of Vascular Surgery (B.M.M., G.J.d.B., D.P.V.d.K.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Gert J. de Borst
- Department of Vascular Surgery (B.M.M., G.J.d.B., D.P.V.d.K.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Dominique P.V. de Kleijn
- Department of Vascular Surgery (B.M.M., G.J.d.B., D.P.V.d.K.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Koen H.M. Prange
- Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam University Medical Centers — location AMC, University of Amsterdam, Netherlands (K.H.M.P., M.P.J.d.W.)
| | - Marie A.C. Depuydt
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (M.A.C.D., J.K.)
| | - Menno P.J. de Winther
- Experimental Vascular Biology, Department of Medical Biochemistry, Amsterdam University Medical Centers — location AMC, University of Amsterdam, Netherlands (K.H.M.P., M.P.J.d.W.)
| | - Johan Kuiper
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University, the Netherlands (M.A.C.D., J.K.)
| | - Johan L.M. Björkegren
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York (J.L.M.B.)
- Department of Medicine, Karolinska Institutet, Karolinska Universitetssjukhuset, Huddinge, Sweden (J.L.M.B.)
| | - Jeanette Erdmann
- Institute for Cardiogenetics, University of Lübeck, Germany (R.A., T.R., J.E.)
| | - Mete Civelek
- Center for Public Health Genomics (R.A., M.C.), University of Virginia, Charlottesville
- Department of Biomedical Engineering (M.C.)
- University of Virginia, Charlottesville (M.C.)
| | - Michal Mokry
- Central Diagnostic Laboratory (L.S., M.M., G.P.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Gary K. Owens
- Robert M. Berne Cardiovascular Research Center (S.K., G.K.O.), University of Virginia, Charlottesville
| | - Gerard Pasterkamp
- Central Diagnostic Laboratory (L.S., M.M., G.P.), University Medical Centre Utrecht, Utrecht University, the Netherlands
| | - Hester M. den Ruijter
- Laboratory of Experimental Cardiology (E.D.B., M.B., E.M., R.J.G.H., D.K., M.D., H.M.d.R.), University Medical Centre Utrecht, Utrecht University, the Netherlands
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Jurrjens AW, Seldin MM, Giles C, Meikle PJ, Drew BG, Calkin AC. The potential of integrating human and mouse discovery platforms to advance our understanding of cardiometabolic diseases. eLife 2023; 12:e86139. [PMID: 37000167 PMCID: PMC10065800 DOI: 10.7554/elife.86139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/15/2023] [Indexed: 04/01/2023] Open
Abstract
Cardiometabolic diseases encompass a range of interrelated conditions that arise from underlying metabolic perturbations precipitated by genetic, environmental, and lifestyle factors. While obesity, dyslipidaemia, smoking, and insulin resistance are major risk factors for cardiometabolic diseases, individuals still present in the absence of such traditional risk factors, making it difficult to determine those at greatest risk of disease. Thus, it is crucial to elucidate the genetic, environmental, and molecular underpinnings to better understand, diagnose, and treat cardiometabolic diseases. Much of this information can be garnered using systems genetics, which takes population-based approaches to investigate how genetic variance contributes to complex traits. Despite the important advances made by human genome-wide association studies (GWAS) in this space, corroboration of these findings has been hampered by limitations including the inability to control environmental influence, limited access to pertinent metabolic tissues, and often, poor classification of diseases or phenotypes. A complementary approach to human GWAS is the utilisation of model systems such as genetically diverse mouse panels to study natural genetic and phenotypic variation in a controlled environment. Here, we review mouse genetic reference panels and the opportunities they provide for the study of cardiometabolic diseases and related traits. We discuss how the post-GWAS era has prompted a shift in focus from discovery of novel genetic variants to understanding gene function. Finally, we highlight key advantages and challenges of integrating complementary genetic and multi-omics data from human and mouse populations to advance biological discovery.
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Affiliation(s)
- Aaron W Jurrjens
- Baker Heart and Diabetes Institute, Melbourne, Australia
- Central Clinical School, Monash University, Melbourne, Australia
| | - Marcus M Seldin
- Department of Biological Chemistry and Center for Epigenetics and Metabolism, University of California, Irvine, Irvine, United States
| | - Corey Giles
- Baker Heart and Diabetes Institute, Melbourne, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Australia
- Baker Department of Cardiovascular Research Translation and Implementation, La Trobe University, Bundoora, Australia
| | - Peter J Meikle
- Baker Heart and Diabetes Institute, Melbourne, Australia
- Central Clinical School, Monash University, Melbourne, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Australia
- Baker Department of Cardiovascular Research Translation and Implementation, La Trobe University, Bundoora, Australia
| | - Brian G Drew
- Baker Heart and Diabetes Institute, Melbourne, Australia
- Central Clinical School, Monash University, Melbourne, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Australia
| | - Anna C Calkin
- Baker Heart and Diabetes Institute, Melbourne, Australia
- Central Clinical School, Monash University, Melbourne, Australia
- Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Australia
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5
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Benavente ED, Karnewar S, Buono M, Mili E, Hartman RJG, Kapteijn D, Slenders L, Daniels M, Aherrahrou R, Reinberger T, Mol BM, de Borst GJ, de Kleijn DPV, Prange KHM, Depuydt MAC, de Winther MPJ, Kuiper J, Björkegren JLM, Erdmann J, Civelek M, Mokry M, Owens GK, Pasterkamp G, den Ruijter HM. Female gene networks are expressed in myofibroblast-like smooth muscle cells in vulnerable atherosclerotic plaques. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.08.527690. [PMID: 36798294 PMCID: PMC9934638 DOI: 10.1101/2023.02.08.527690] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
Abstract
Women presenting with coronary artery disease (CAD) more often present with fibrous atherosclerotic plaques, which are currently understudied. Phenotypically modulated smooth muscle cells (SMCs) contribute to atherosclerosis in women. How these phenotypically modulated SMCs shape female versus male plaques is unknown. Here, we show sex-stratified gene regulatory networks (GRNs) from human carotid atherosclerotic tissue. Prioritization of these networks identified two main SMC GRNs in late-stage atherosclerosis. Single-cell RNA-sequencing mapped these GRNs to two SMC phenotypes: a phenotypically modulated myofibroblast-like SMC network and a contractile SMC network. The myofibroblast-like GRN was mostly expressed in plaques that were vulnerable in females. Finally, mice orthologs of the female myofibroblast-like genes showed retained expression in advanced plaques from female mice but were downregulated in male mice during atherosclerosis progression. Female atherosclerosis is driven by GRNs that promote a fibrous vulnerable plaque rich in myofibroblast-like SMCs.
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Affiliation(s)
- Ernest Diez Benavente
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Santosh Karnewar
- Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA
| | - Michele Buono
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Eloi Mili
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Robin J. G. Hartman
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Daniek Kapteijn
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Lotte Slenders
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Mark Daniels
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Redouane Aherrahrou
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Finland
| | | | - Barend M. Mol
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, Utrecht University, The Netherlands
| | - Gert J. de Borst
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, Utrecht University, The Netherlands
| | - Dominique P. V. de Kleijn
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, Utrecht University, The Netherlands
| | - Koen H. M. Prange
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University’ Leiden, The Netherlands
| | - Marie A. C. Depuydt
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University’ Leiden, The Netherlands
| | - Menno P. J. de Winther
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University’ Leiden, The Netherlands
| | - Johan Kuiper
- Division of BioTherapeutics, Leiden Academic Centre for Drug Research, Leiden University’ Leiden, The Netherlands
| | - Johan L. M. Björkegren
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Karolinska Institutet, Karolinska Universitetssjukhuset, Huddinge, Sweden
| | - Jeanette Erdmann
- Institute for Cardiogenetics, University of Lübeck, Lübeck, Germany
| | - Mete Civelek
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA
| | - Michal Mokry
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Gary K Owens
- Robert M. Berne Cardiovascular Research Center, University of Virginia, Charlottesville, VA, USA
| | - Gerard Pasterkamp
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Hester M. den Ruijter
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, the Netherlands
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Genetic and Epigenetic Regulation of Lipoxygenase Pathways and Reverse Cholesterol Transport in Atherogenesis. Genes (Basel) 2022; 13:genes13081474. [PMID: 36011386 PMCID: PMC9408222 DOI: 10.3390/genes13081474] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/12/2022] [Accepted: 08/16/2022] [Indexed: 11/16/2022] Open
Abstract
Atherosclerosis is one of the most important medical and social problems of modern society. Atherosclerosis causes a large number of hospitalizations, disability, and mortality. A considerable amount of evidence suggests that inflammation is one of the key links in the pathogenesis of atherosclerosis. Inflammation in the vascular wall has extensive cross-linkages with lipid metabolism, and lipid mediators act as a central link in the regulation of inflammation in the vascular wall. Data on the role of genetics and epigenetic factors in the development of atherosclerosis are of great interest. A growing body of evidence is strengthening the understanding of the significance of gene polymorphism, as well as gene expression dysregulation involved in cross-links between lipid metabolism and the innate immune system. A better understanding of the genetic basis and molecular mechanisms of disease pathogenesis is an important step towards solving the problems of its early diagnosis and treatment.
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Groepenhoff F, Diez Benavente E, Boltjes A, Timmerman N, Waissi F, Hartman RJG, Onland-Moret NC, Pasterkamp G, Den Ruijter H. Plasma Testosterone Levels and Atherosclerotic Plaque Gene Expression in Men With Advanced Atherosclerosis. Front Cardiovasc Med 2021; 8:693351. [PMID: 34195238 PMCID: PMC8236711 DOI: 10.3389/fcvm.2021.693351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 05/19/2021] [Indexed: 11/23/2022] Open
Abstract
Aims: Low plasma testosterone levels have been shown to predict worse outcome in men with severe atherosclerotic disease. We hypothesized that a low plasma testosterone level affects disease risk through changes in gene expression in atherosclerotic plaques. Therefore, we studied plasma testosterone levels in relation to gene expression levels in atherosclerotic plaque tissue of men with advanced atherosclerotic disease. Methods: Plasma testosterone levels were measured in 203 men undergoing carotid endarterectomy. The corresponding atherosclerotic plaque tissue was used for RNA sequencing. First, we assessed how often the androgen receptor gene was expressed in the plaque. Second, correlations between plasma testosterone levels and pre-selected testosterone-sensitive genes were assessed. Finally, differences within the RNA expression profile of the plaque as a whole, characterized into gene regulatory networks and at individual gene level were assessed in relation to testosterone levels. Results: Testosterone plasma levels were low with a median of 11.6 nmol/L (IQR: 8.6-13.8). RNA-seq of the plaque resulted in reliable expression data for 18,850 genes to be analyzed. Within the RNA seq data, the androgen-receptor gene was expressed in 189 out of 203 (93%) atherosclerotic plaques of men undergoing carotid endarterectomy. The androgen receptor gene expression was not associated with testosterone plasma levels. There were no significant differences in gene expression of atherosclerotic plaques between different endogenous testosterone levels. This remained true for known testosterone-sensitive genes, the complete transcriptomic profile, male-specific gene co-expression modules as well as for individual genes. Conclusion: In men with severe atherosclerotic disease the androgen receptor is highly expressed in plaque tissue. However, plasma testosterone levels were neither associated with pre-selected testosterone sensitive genes, gene expression profiles nor gene regulatory networks in late-stage atherosclerotic plaques. The effect of testosterone on gene expression of the late-stage atherosclerotic plaque appears limited, suggesting that alternate mechanisms explain its effect on clinical outcomes.
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Affiliation(s)
- Floor Groepenhoff
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Ernest Diez Benavente
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Arjan Boltjes
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Nathalie Timmerman
- Division of Surgical Specialties, Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
| | - Farahnaz Waissi
- Division of Surgical Specialties, Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
| | - Robin J. G. Hartman
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - N. C. Onland-Moret
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Gerard Pasterkamp
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
| | - Hester Den Ruijter
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
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8
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van Keulen D, van Koeverden ID, Boltjes A, Princen HMG, van Gool AJ, de Borst GJ, Asselbergs FW, Tempel D, Pasterkamp G, van der Laan SW. Common Variants Associated With OSMR Expression Contribute to Carotid Plaque Vulnerability, but Not to Cardiovascular Disease in Humans. Front Cardiovasc Med 2021; 8:658915. [PMID: 33959646 PMCID: PMC8093786 DOI: 10.3389/fcvm.2021.658915] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 03/09/2021] [Indexed: 01/15/2023] Open
Abstract
Background and Aims: Oncostatin M (OSM) signaling is implicated in atherosclerosis, however the mechanism remains unclear. We investigated the impact of common genetic variants in OSM and its receptors, OSMR and LIFR, on overall plaque vulnerability, plaque phenotype, intraplaque OSMR and LIFR expression, coronary artery calcification burden and cardiovascular disease susceptibility. Methods and Results: We queried Genotype-Tissue Expression data and found that rs13168867 (C allele) was associated with decreased OSMR expression and that rs10491509 (A allele) was associated with increased LIFR expression in arterial tissues. No variant was significantly associated with OSM expression. We associated these two variants with plaque characteristics from 1,443 genotyped carotid endarterectomy patients in the Athero-Express Biobank Study. After correction for multiple testing, rs13168867 was significantly associated with an increased overall plaque vulnerability (β = 0.118 ± s.e. = 0.040, p = 3.00 × 10-3, C allele). Looking at individual plaque characteristics, rs13168867 showed strongest associations with intraplaque fat (β = 0.248 ± s.e. = 0.088, p = 4.66 × 10-3, C allele) and collagen content (β = -0.259 ± s.e. = 0.095, p = 6.22 × 10-3, C allele), but these associations were not significant after correction for multiple testing. rs13168867 was not associated with intraplaque OSMR expression. Neither was intraplaque OSMR expression associated with plaque vulnerability and no known OSMR eQTLs were associated with coronary artery calcification burden, or cardiovascular disease susceptibility. No associations were found for rs10491509 in the LIFR locus. Conclusions: Our study suggests that rs1316887 in the OSMR locus is associated with increased plaque vulnerability, but not with coronary calcification or cardiovascular disease risk. It remains unclear through which precise biological mechanisms OSM signaling exerts its effects on plaque morphology. However, the OSM-OSMR/LIFR pathway is unlikely to be causally involved in lifetime cardiovascular disease susceptibility.
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Affiliation(s)
- Danielle van Keulen
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
- Quorics B.V., Rotterdam, Netherlands
- TNO-Metabolic Health Research, Gaubius Laboratory, Leiden, Netherlands
| | - Ian D. van Koeverden
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Arjan Boltjes
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | | | - Alain J. van Gool
- Translational Metabolic Laboratory, Radboudumc, Nijmegen, Netherlands
- TNO- Microbiology & Systems Biology, Zeist, Netherlands
| | - Gert J. de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Folkert W. Asselbergs
- Department of Cardiology, Division Heart & Lungs, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands
- Faculty of Population Health Sciences, Institute of Cardiovascular Science, University College London, London, United Kingdom
- Health Data Research UK and Institute of Health Informatics, University College London, London, United Kingdom
| | - Dennie Tempel
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
- Quorics B.V., Rotterdam, Netherlands
- SkylineDx B.V., Rotterdam, Netherlands
| | - Gerard Pasterkamp
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
| | - Sander W. van der Laan
- Central Diagnostics Laboratory, University Medical Center Utrecht, University of Utrecht, Utrecht, Netherlands
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9
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Methorst R, Pasterkamp G, van der Laan SW. Exploring the causal inference of shear stress associated DNA methylation in carotid plaque on cardiovascular risk. Atherosclerosis 2021; 325:30-37. [PMID: 33887531 DOI: 10.1016/j.atherosclerosis.2021.03.043] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 03/05/2021] [Accepted: 03/31/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND AND AIMS Atherosclerosis is a lipid-driven inflammatory disease presumably initiated by endothelial activation. Low vascular shear stress is known for its ability to activate endothelial cells. Differential DNA methylation (DNAm) is a relatively unexplored player in atherosclerotic disease development and endothelial dysfunction. Previous studies showed that the expression of 11 genes was associated with differential DNAm due to low shear stress in murine endothelial cells. We hypothesized a causal relationship between DNAm of shear stress associated genes in human carotid plaque and increased risk of cardiovascular disease. METHODS Using Mendelian randomisation (MR) analysis, we explored the potential causal role of DNAm of shear stress associated genes on cardiovascular disease risk. We used data from the Athero-Expression Biobank Study for the discovery of methylation quantitative trait loci (mQTLs) in 442 advanced carotid plaques. Next, we performed MR analysis using these mQTLs and publicly available GWAS summary statistics of coronary artery disease (CAD) and ischemic stroke (IS). RESULTS We discovered 9 mQTLs in plaque in the promoters of shear stress associated genes. We found no significant effect of shear stress gene promoter methylation and increased risk of CAD and IS. CONCLUSIONS Differential methylation of shear stress associated genes in advanced atherosclerotic plaques in unlikely to increase cardiovascular risk in human.
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Affiliation(s)
- Ruben Methorst
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - Gerard Pasterkamp
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands
| | - Sander W van der Laan
- Central Diagnostics Laboratory, Division Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, University of Utrecht, Utrecht, the Netherlands.
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10
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van Leent MMT, Beldman TJ, Toner YC, Lameijer MA, Rother N, Bekkering S, Teunissen AJP, Zhou X, van der Meel R, Malkus J, Nauta SA, Klein ED, Fay F, Sanchez-Gaytan BL, Pérez-Medina C, Kluza E, Ye YX, Wojtkiewicz G, Fisher EA, Swirski FK, Nahrendorf M, Zhang B, Li Y, Zhang B, Joosten LAB, Pasterkamp G, Boltjes A, Fayad ZA, Lutgens E, Netea MG, Riksen NP, Mulder WJM, Duivenvoorden R. Prosaposin mediates inflammation in atherosclerosis. Sci Transl Med 2021; 13:eabe1433. [PMID: 33692130 PMCID: PMC8209679 DOI: 10.1126/scitranslmed.abe1433] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 11/17/2020] [Accepted: 02/17/2021] [Indexed: 12/13/2022]
Abstract
Macrophages play a central role in the pathogenesis of atherosclerosis. The inflammatory properties of these cells are dictated by their metabolism, of which the mechanistic target of rapamycin (mTOR) signaling pathway is a key regulator. Using myeloid cell-specific nanobiologics in apolipoprotein E-deficient (Apoe -/-) mice, we found that targeting the mTOR and ribosomal protein S6 kinase-1 (S6K1) signaling pathways rapidly diminished plaque macrophages' inflammatory activity. By investigating transcriptome modifications, we identified Psap, a gene encoding the lysosomal protein prosaposin, as closely related with mTOR signaling. Subsequent in vitro experiments revealed that Psap inhibition suppressed both glycolysis and oxidative phosphorylation. Transplantation of Psap -/- bone marrow to low-density lipoprotein receptor knockout (Ldlr -/-) mice led to a reduction in atherosclerosis development and plaque inflammation. Last, we confirmed the relationship between PSAP expression and inflammation in human carotid atherosclerotic plaques. Our findings provide mechanistic insights into the development of atherosclerosis and identify prosaposin as a potential therapeutic target.
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Affiliation(s)
- Mandy M T van Leent
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
| | - Thijs J Beldman
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Yohana C Toner
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Marnix A Lameijer
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
| | - Nils Rother
- Department of Nephrology and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Siroon Bekkering
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Abraham J P Teunissen
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Xianxiao Zhou
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Roy van der Meel
- Department of Chemical Biology, Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands
| | - Joost Malkus
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sheqouia A Nauta
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Emma D Klein
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Francois Fay
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Institut Galien Paris-Saclay, Faculté de Pharmacie, CNRS, Université Paris-Saclay, 92 296 Châtenay-Malabry, France
| | - Brenda L Sanchez-Gaytan
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Chemistry Center, Science Institute, Meritorious Autonomous University of Puebla, Puebla 72570, Mexico
| | - Carlos Pérez-Medina
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain
| | - Ewelina Kluza
- Department of Chemical Biology, Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands
| | - Yu-Xiang Ye
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
- Department of Diagnostic and Interventional Radiology, University Hospitals Tuebingen, 72076 Tuebingen, Germany
| | - Gregory Wojtkiewicz
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
| | - Edward A Fisher
- Department of Medicine (Cardiology) and Cell Biology, Marc and Ruti Bell Program in Vascular Biology, NYU School of Medicine, New York, NY 10016, USA
| | - Filip K Swirski
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
| | - Matthias Nahrendorf
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Department of Radiology, Harvard Medical School, Boston, MA 02114, USA
| | - Bin Zhang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yang Li
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Centre for Individualised Infection Medicine (CiiM) and TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), 30625 Hannover, Germany
| | - Bowen Zhang
- Centre for Individualised Infection Medicine (CiiM) and TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), 30625 Hannover, Germany
| | - Leo A B Joosten
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Department of Medical Genetics, University of Medicine and Pharmacy, Iuliu Haţieganu, Cluj-Napoca 400000, Romania
| | - Gerard Pasterkamp
- Central Diagnostics Laboratory, Division Laboratories and Pharmacy, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, Netherlands
| | - Arjan Boltjes
- Central Diagnostics Laboratory, Division Laboratories and Pharmacy, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, Netherlands
| | - Zahi A Fayad
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Esther Lutgens
- Experimetal Vascular Biology, Department of Medical Biochemistry, Amsterdam Cardiovascular Sciences (ACS), Amsterdam University Medical Centers, 1105 AZ Amsterdam, Netherlands
- Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians Universität, 80331 Munich, Germany
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, 80539 Munich, Germany
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Department for Genomics and Immunoregulation, Life and Medical Sciences Institute, University of Bonn, 53127 Bonn, Germany
| | - Niels P Riksen
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
| | - Willem J M Mulder
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Internal Medicine and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
- Department of Chemical Biology, Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Raphaël Duivenvoorden
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
- Department of Nephrology and Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, 6525 GA Nijmegen, Netherlands
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11
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Timmerman N, de Kleijn DPV, de Borst GJ, den Ruijter HM, Asselbergs FW, Pasterkamp G, Haitjema S, van der Laan SW. Family history and polygenic risk of cardiovascular disease: Independent factors associated with secondary cardiovascular events in patients undergoing carotid endarterectomy. Atherosclerosis 2020; 307:121-129. [PMID: 32624175 DOI: 10.1016/j.atherosclerosis.2020.04.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 04/03/2020] [Accepted: 04/22/2020] [Indexed: 01/01/2023]
Abstract
BACKGROUND AND AIMS Family history (FHx) of cardiovascular disease (CVD) is a risk factor for CVD and a proxy for cardiovascular heritability. Polygenic risk scores (PRS) summarizing >1 million variants for coronary artery disease (CAD) are associated with incident and recurrent CAD events. However, little is known about the influence of FHx or PRS on secondary cardiovascular events (sCVE) in patients undergoing carotid endarterectomy (CEA). METHODS We included 1788 CEA patients from the Athero-Express Biobank. A weighted PRS for CAD including 1.7 million variants was calculated (MetaGRS). The composite endpoint of sCVE during three years of follow-up included coronary, cerebrovascular and peripheral events and cardiovascular death. We assessed the impact of FHx and MetaGRS on sCVE and carotid plaque composition. RESULTS Positive FHx was associated with a higher 3-year risk of sCVE independent of cardiovascular risk factors and MetaGRS (adjusted HR 1.40, 95%CI 1.07-1.82, p = 0.013). Patients in the highest MetaGRS quintile had a higher 3-year risk of sCVE compared to the rest of the cohort independent of cardiovascular risk factors including FHx (adjusted HR 1.35, 95%CI 1.01-1.79, p = 0.043), and their atherosclerotic plaques contained more fat (adjusted OR 1.59, 95%CI, 1.11-2.29, p = 0.013) and more macrophages (OR 1.49, 95%CI 1.12-1.99, p = 0.006). CONCLUSIONS In CEA patients, both positive FHx and higher MetaGRS were independently associated with increased risk of sCVE. Moreover, higher MetaGRS was associated with vulnerable plaque characteristics. Future studies should unravel underlying mechanisms and focus on the added value of PRS and FHx in individual risk prediction for sCVE.
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Affiliation(s)
- Nathalie Timmerman
- Department of Vascular Surgery, Division of Surgical Specialties, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Dominique P V de Kleijn
- Department of Vascular Surgery, Division of Surgical Specialties, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Gert J de Borst
- Department of Vascular Surgery, Division of Surgical Specialties, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Hester M den Ruijter
- Laboratory of Experimental Cardiology, Division Heart & Lungs, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, Division Heart & Lungs, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands; Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht, the Netherlands; Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London, UK
| | - Gerard Pasterkamp
- Laboratory of Clinical Chemistry and Hematology, Division Laboratories and Pharmacy, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Saskia Haitjema
- Laboratory of Clinical Chemistry and Hematology, Division Laboratories and Pharmacy, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Sander W van der Laan
- Laboratory of Clinical Chemistry and Hematology, Division Laboratories and Pharmacy, University Medical Centre Utrecht, Utrecht University, Utrecht, the Netherlands.
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12
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Wong D, Turner AW, Miller CL. Genetic Insights Into Smooth Muscle Cell Contributions to Coronary Artery Disease. Arterioscler Thromb Vasc Biol 2020; 39:1006-1017. [PMID: 31043074 DOI: 10.1161/atvbaha.119.312141] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Coronary artery disease is a complex cardiovascular disease involving an interplay of genetic and environmental influences over a lifetime. Although considerable progress has been made in understanding lifestyle risk factors, genetic factors identified from genome-wide association studies may capture additional hidden risk undetected by traditional clinical tests. These genetic discoveries have highlighted many candidate genes and pathways dysregulated in the vessel wall, including those involving smooth muscle cell phenotypic modulation and injury responses. Here, we summarize experimental evidence for a few genome-wide significant loci supporting their roles in smooth muscle cell biology and disease. We also discuss molecular quantitative trait locus mapping as a powerful discovery and fine-mapping approach applied to smooth muscle cell and coronary artery disease-relevant tissues. We emphasize the critical need for alternative genetic strategies, including cis/trans-regulatory network analysis, genome editing, and perturbations, as well as single-cell sequencing in smooth muscle cell tissues and model organisms, under both normal and disease states. By integrating multiple experimental and analytical modalities, these multidimensional datasets should improve the interpretation of coronary artery disease genome-wide association studies and molecular quantitative trait locus signals and inform candidate targets for therapeutic intervention or risk prediction.
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Affiliation(s)
- Doris Wong
- From the Center for Public Health Genomics (D.W., A.W.T., C.L.M.), University of Virginia, Charlottesville.,Department of Biochemistry and Molecular Genetics (D.W., C.L.M.), University of Virginia, Charlottesville
| | - Adam W Turner
- From the Center for Public Health Genomics (D.W., A.W.T., C.L.M.), University of Virginia, Charlottesville
| | - Clint L Miller
- From the Center for Public Health Genomics (D.W., A.W.T., C.L.M.), University of Virginia, Charlottesville.,Department of Biochemistry and Molecular Genetics (D.W., C.L.M.), University of Virginia, Charlottesville.,Department of Biomedical Engineering (C.L.M.), University of Virginia, Charlottesville.,Department of Public Health Sciences (C.L.M.), University of Virginia, Charlottesville
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13
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Rykaczewska U, Suur BE, Röhl S, Razuvaev A, Lengquist M, Sabater-Lleal M, van der Laan SW, Miller CL, Wirka RC, Kronqvist M, Gonzalez Diez M, Vesterlund M, Gillgren P, Odeberg J, Lindeman JH, Veglia F, Humphries SE, de Faire U, Baldassarre D, Tremoli E, Lehtiö J, Hansson GK, Paulsson-Berne G, Pasterkamp G, Quertermous T, Hamsten A, Eriksson P, Hedin U, Matic L. PCSK6 Is a Key Protease in the Control of Smooth Muscle Cell Function in Vascular Remodeling. Circ Res 2020; 126:571-585. [PMID: 31893970 DOI: 10.1161/circresaha.119.316063] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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.
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Affiliation(s)
- Urszula Rykaczewska
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
| | - Bianca E Suur
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
| | - Samuel Röhl
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
| | - Anton Razuvaev
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
| | - Mariette Lengquist
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
| | - Maria Sabater-Lleal
- Department of Medicine Solna, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (M.S.-L., M.G.D., G.P.-B., G.K.H., A.H., P.E., J.O.).,Unit of Genomics of Complex Diseases, Institut de Recerca Hospital de Sant Pau (IIB-Sant Pau), Barcelona, Spain (M.S.-L.)
| | - Sander W van der Laan
- Central Diagnostics Laboratory, Laboratories, Pharmacy, and Biomedical Genetics, University Medical Center Utrecht, Utrecht University, The Netherlands (S.v.d.L.)
| | - Clint L Miller
- Center for Public Health Genomics, Department of Public Health Sciences, University of Virginia, Charlottesville (C.L.M.).,Division of Cardiovascular Medicine, Stanford University School of Medicine, CA (C.L.M., R.C.W., T.Q.)
| | - Robert C Wirka
- Division of Cardiovascular Medicine, Stanford University School of Medicine, CA (C.L.M., R.C.W., T.Q.)
| | - Malin Kronqvist
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
| | - Maria Gonzalez Diez
- Department of Medicine Solna, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (M.S.-L., M.G.D., G.P.-B., G.K.H., A.H., P.E., J.O.)
| | - Mattias Vesterlund
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institute, Sweden (M.V., J.L.)
| | - Peter Gillgren
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, and Department of Vascular Surgery, Södersjukhuset, Stockholm, Sweden (P.G.)
| | - Jacob Odeberg
- Department of Medicine Solna, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (M.S.-L., M.G.D., G.P.-B., G.K.H., A.H., P.E., J.O.).,Science for Life Laboratory, Department of Proteomics, School of Chemistry Biotechnology and Health (CBH), KTH, Stockholm, Sweden (J.O.)
| | - Jan H Lindeman
- Department of Vascular Surgery, Leiden University Medical Center, The Netherlands (J.H.N.L.)
| | - Fabrizio Veglia
- Centro Cardiologico Monzino, IRCCS, Milan, Italy (F.V., D.B., E.T.)
| | - Steve E Humphries
- Cardiovascular Genetics, Institute Cardiovascular Science, University College of London, Department of Medicine, Rayne Building, United Kingdom (S.E.H.)
| | - Ulf de Faire
- Division of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Sweden (H.d.F.)
| | - Damiano Baldassarre
- Centro Cardiologico Monzino, IRCCS, Milan, Italy (F.V., D.B., E.T.).,Department of Medical Biotechnology and Translational Medicine, Università di Milano, Milan, Italy (D.B.)
| | - Elena Tremoli
- Centro Cardiologico Monzino, IRCCS, Milan, Italy (F.V., D.B., E.T.)
| | | | - Janne Lehtiö
- Science for Life Laboratory, Department of Oncology-Pathology, Karolinska Institute, Sweden (M.V., J.L.)
| | - Göran K Hansson
- Department of Medicine Solna, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (M.S.-L., M.G.D., G.P.-B., G.K.H., A.H., P.E., J.O.)
| | - Gabrielle Paulsson-Berne
- Department of Medicine Solna, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (M.S.-L., M.G.D., G.P.-B., G.K.H., A.H., P.E., J.O.)
| | - Gerard Pasterkamp
- Laboratory of Experimental Cardiology, Division Heart & Lungs, University Medical Center Utrecht, The Netherlands (G.P.)
| | - Thomas Quertermous
- Division of Cardiovascular Medicine, Stanford University School of Medicine, CA (C.L.M., R.C.W., T.Q.)
| | - Anders Hamsten
- Department of Medicine Solna, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (M.S.-L., M.G.D., G.P.-B., G.K.H., A.H., P.E., J.O.)
| | - Per Eriksson
- Department of Medicine Solna, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (M.S.-L., M.G.D., G.P.-B., G.K.H., A.H., P.E., J.O.)
| | - Ulf Hedin
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
| | - Ljubica Matic
- From the Department of Molecular Medicine and Surgery, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden (U.R., B.E.S., S.R., A.R., M.L., M.K., U.H., L.M.)
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14
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Camacho-Mejorado R, Gómez R, Torres-Sánchez LE, Alhelí Hernández-Tobías E, Noris G, Santana C, Magaña JJ, Orozco L, de la Peña-Díaz A, de la Luz Arenas-Sordo M, Meraz-Ríos MA, Majluf-Cruz A. ALOX5, LPA, MMP9 and TPO gene polymorphisms increase atherothrombosis susceptibility in middle-aged Mexicans. ROYAL SOCIETY OPEN SCIENCE 2020; 7:190775. [PMID: 32218930 PMCID: PMC7029922 DOI: 10.1098/rsos.190775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 11/28/2019] [Indexed: 06/10/2023]
Abstract
Atherothrombosis is the cornerstone of cardiovascular diseases and the primary cause of death worldwide. Genetic contribution to disturbances in lipid metabolism, coagulation, inflammation and oxidative stress increase the susceptibility to its development and progression. Given its multifactorial nature, the multiloci studies have been proposed as potential predictors of susceptibility. A cross-sectional study was conducted to explore the contribution of nine genes involved in oxidative stress, inflammatory and thrombotic processes in 204 subjects with atherothrombosis matched by age and gender with a healthy group (n = 204). To evaluate the possibility of spurious associations owing to the Mexican population genetic heterogeneity as well as its ancestral origins, 300 unrelated mestizo individuals and 329 Native Americans were also included. ALOX5, LPA, MMP9 and TPO gene polymorphisms, as well as their multiallelic combinations, were twice to four times more frequent in those individuals with clinical manifestations of atherothrombosis than in the healthy group. Once adjusting for population stratification was done, these differences remained. Our results add further evidence on the contribution of ALOX5, LPA, MMP9 and TPO polymorphisms to atherothrombosis development in the middle-aged group, emphasizing the multiethnic studies in search of gene risk polymorphisms.
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Affiliation(s)
| | - Rocío Gómez
- Departamento de Toxicología, Cinvestav-IPN, Mexico City 07360, Mexico
| | - Luisa E. Torres-Sánchez
- Centro de Investigación en Salud Poblacional, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| | | | - Gino Noris
- Laboratorio Biología Molecular Diagnóstica, Querétaro, Qro, Mexico
| | - Carla Santana
- Laboratorio Biología Molecular Diagnóstica, Querétaro, Qro, Mexico
| | | | - Lorena Orozco
- Laboratorio de Inmunogenómica y Enfermedades Metabólicas, INMEGEN, Mexico City, Mexico
| | - Aurora de la Peña-Díaz
- Facultad de Medicina, Departamento de Farmacología, Universidad Nacional Autónoma de México, Mexico
- Departamento de Biología Molecular, Instituto Nacional de Cardiología, Mexico City, Mexico
| | | | | | - Abraham Majluf-Cruz
- Unidad de Investigación Médica en Trombosis, Hemostasia y Aterogénesis, IMSS, Mexico City, Mexico
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15
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Haitjema S, Kofink D, van Setten J, van der Laan SW, Schoneveld AH, Eales J, Tomaszewski M, de Jager SCA, Pasterkamp G, Asselbergs FW, den Ruijter HM. Loss of Y Chromosome in Blood Is Associated With Major Cardiovascular Events During Follow-Up in Men After Carotid Endarterectomy. ACTA ACUST UNITED AC 2018; 10:e001544. [PMID: 28768751 DOI: 10.1161/circgenetics.116.001544] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 05/09/2017] [Indexed: 11/16/2022]
Abstract
BACKGROUND Recent studies found an immune regulatory role for Y chromosome and a relationship between loss of Y chromosome (LOY) in blood cells and a higher risk of cancer and mortality. Given involvement of immune cells in atherosclerosis, we hypothesized that LOY is associated with the severity of atherosclerotic plaque characteristics and outcome in men undergoing carotid endarterectomy. METHODS AND RESULTS LOY was quantified in blood and plaque from raw intensity genotyping data in men within the Athero-Express biobank study. Plaques were dissected, and the culprit lesions used for histology and the measurement of inflammatory proteins. We tested LOY for association with (inflammatory) atherosclerotic plaque phenotypes and cytokines and assessed the association of LOY with secondary events during 3-year follow-up. Of 366 patients with carotid endarterectomy, 61 exhibited some degree of LOY in blood. LOY was also present in atherosclerotic plaque lesions (n=8/242, 3%). LOY in blood was negatively associated with age (β=-0.03/10 y; r2=0.07; P=1.6×10-7) but not with cardiovascular disease severity at baseline. LOY in blood was associated with a larger atheroma size (odds ratio, 2.15; 95% confidence interval, 1.06-4.76; P=0.04); however, this association was not significant after correction for multiple testing. LOY was independently associated with secondary major cardiovascular events (hazard ratio=2.28; 95% confidence interval, 1.11-4.67; P=0.02) in blood when corrected for confounders. CONCLUSIONS In this hypothesis-generating study, LOY in blood is independently associated with secondary major cardiovascular events in a severely atherosclerotic population. Our data could indicate that LOY affects secondary outcome via other mechanisms than inflammation in the atherosclerotic plaque.
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Affiliation(s)
- Saskia Haitjema
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Daniel Kofink
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Jessica van Setten
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Sander W van der Laan
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Arjan H Schoneveld
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - James Eales
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Maciej Tomaszewski
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Saskia C A de Jager
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Gerard Pasterkamp
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Folkert W Asselbergs
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.)
| | - Hester M den Ruijter
- From the Laboratory of Experimental Cardiology, Division Heart and Lungs (S.H., J.v.S., S.W.v.d.L., A.H.S., S.C.A.d.J., G.P., H.M.d.R.), Department of Medical Genetics, Center of Molecular Medicine (D.K.), Laboratory of Clinical Chemistry and Haematology, Division Laboratories and Pharmacy (G.P.), and Department of Cardiology, Division Heart and Lungs (F.W.A.), University Medical Center Utrecht, The Netherlands; Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, United Kingdom (J.E., M.T.); Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, United Kingdom (M.T.); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht (F.W.A.); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, United Kingdom (F.W.A.).
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16
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Haitjema S, van Setten J, Eales J, van der Laan SW, Gandin I, de Vries JPPM, de Borst GJ, Pasterkamp G, Asselbergs FW, Charchar FJ, Wilson JF, de Jager SCA, Tomaszewski M, den Ruijter HM. Genetic variation within the Y chromosome is not associated with histological characteristics of the atherosclerotic carotid artery or aneurysmal wall. Atherosclerosis 2017; 259:114-119. [PMID: 28238413 DOI: 10.1016/j.atherosclerosis.2017.02.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Revised: 02/09/2017] [Accepted: 02/15/2017] [Indexed: 01/27/2023]
Abstract
BACKGROUND AND AIMS Haplogroup I, a common European paternal lineage of the Y chromosome, is associated with increased risk of coronary artery disease in British men. It is unclear whether this haplogroup or any other haplogroup on the Y chromosome is associated with histological characteristics of the diseased vessel wall in other vascular manifestations of cardiovascular diseases showing a male preponderance. METHODS We examined Dutch men undergoing either carotid endarterectomy from the Athero-Express biobank (AE, n = 1217) or open aneurysm repair from the Aneurysm-Express biobank (AAA, n = 393). Upon resolving the Y chromosome phylogeny, each man was assigned to one of the paternal lineages based on combinations of single nucleotide polymorphisms of the male-specific region of the Y chromosome. We examined the associations between the Y chromosome and the histological characteristics of the carotid plaque and aneurysm wall, including lipid content, leukocyte infiltration and intraplaque haemorrhage, in all men. RESULTS A majority of men were carriers of either haplogroup I (AE: 28% AAA: 24%) or haplogroup R (AE: 59% AAA: 61%). We found no association between Y chromosomal haplogroups and histological characteristics of plaque collected from carotid arteries or tissue specimens of aneurysms. Moreover, the distribution of frequency for all Y chromosomal haplogroups in both cohorts was similar to that of a general population of Dutch men. CONCLUSIONS Our data show that genetic variation on the Y chromosome is not associated with histological characteristics of the plaques from carotid arteries or specimens of aneurysms in men of Dutch origin.
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Affiliation(s)
- Saskia Haitjema
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jessica van Setten
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, The Netherlands; Netherlands Heart Institute, Utrecht, The Netherlands
| | - James Eales
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
| | - Sander W van der Laan
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Ilaria Gandin
- Department of Medical Sciences, University of Trieste, Trieste, Italy
| | - Jean-Paul P M de Vries
- Department of Vascular Surgery, St. Antonius Hospital Nieuwegein, Nieuwegein, The Netherlands
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerard Pasterkamp
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, The Netherlands; Laboratory of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Folkert W Asselbergs
- Department of Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands; Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht, The Netherlands; Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London, United Kingdom
| | - Fadi J Charchar
- Faculty of Science and Technology, Federation University Australia, Ballarat, Australia
| | - James F Wilson
- Centre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, Scotland, United Kingdom; MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, Scotland, United Kingdom
| | - Saskia C A de Jager
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Maciej Tomaszewski
- Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom; Division of Medicine, Central Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - Hester M den Ruijter
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, The Netherlands.
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17
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Siemelink M, van der Laan S, van Setten J, de Vries J, de Borst G, Moll F, den Ruijter H, Asselbergs F, Pasterkamp G, de Bakker P. Common variants associated with blood lipid levels do not affect carotid plaque composition. Atherosclerosis 2015; 242:351-6. [DOI: 10.1016/j.atherosclerosis.2015.07.041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Revised: 07/04/2015] [Accepted: 07/24/2015] [Indexed: 10/23/2022]
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