1
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Hashmi S, Shah PW, Aherrahrou Z, Aikawa E, Aherrahrou R. Beyond the Basics: Unraveling the Complexity of Coronary Artery Calcification. Cells 2023; 12:2822. [PMID: 38132141 PMCID: PMC10742130 DOI: 10.3390/cells12242822] [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: 10/22/2023] [Revised: 11/22/2023] [Accepted: 11/28/2023] [Indexed: 12/23/2023] Open
Abstract
Coronary artery calcification (CAC) is mainly associated with coronary atherosclerosis, which is an indicator of coronary artery disease (CAD). CAC refers to the accumulation of calcium phosphate deposits, classified as micro- or macrocalcifications, that lead to the hardening and narrowing of the coronary arteries. CAC is a strong predictor of future cardiovascular events, such as myocardial infarction and sudden death. Our narrative review focuses on the pathophysiology of CAC, exploring its link to plaque vulnerability, genetic factors, and how race and sex can affect the condition. We also examined the connection between the gut microbiome and CAC, and the impact of genetic variants on the cellular processes involved in vascular calcification and atherogenesis. We aimed to thoroughly analyze the existing literature to improve our understanding of CAC and its potential clinical and therapeutic implications.
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Affiliation(s)
- Satwat Hashmi
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi 74800, Pakistan;
| | - Pashmina Wiqar Shah
- Institute for Cardiogenetics, Universität zu Lübeck, 23562 Lübeck, Germany; (P.W.S.); (Z.A.)
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, University Heart Centre Lübeck, 23562 Lübeck, Germany
| | - Zouhair Aherrahrou
- Institute for Cardiogenetics, Universität zu Lübeck, 23562 Lübeck, Germany; (P.W.S.); (Z.A.)
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, University Heart Centre Lübeck, 23562 Lübeck, Germany
| | - Elena Aikawa
- Cardiovascular Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA;
| | - Rédouane Aherrahrou
- Institute for Cardiogenetics, Universität zu Lübeck, 23562 Lübeck, Germany; (P.W.S.); (Z.A.)
- DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Lübeck, University Heart Centre Lübeck, 23562 Lübeck, Germany
- A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, FI-70211 Kuopio, Finland
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2
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Yang X, Zhou H, Zhang H, Zhang P, Zheng Z, Xu D, Zeng Q. Association between urinary biomarkers of polycyclic aromatic hydrocarbons and severe abdominal aortic calcification in adults: data from the National Health and Examination Nutrition Survey. BMC Cardiovasc Disord 2023; 23:104. [PMID: 36823527 PMCID: PMC9948318 DOI: 10.1186/s12872-023-03122-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 02/14/2023] [Indexed: 02/25/2023] Open
Abstract
OBJECTIVE Recent studies have found that polycyclic aromatic hydrocarbons (PAHs) exposure may increase the risk of cardiovascular disease. The present study aimed to explore the association between PAHs exposure and severe abdominal aortic calcification (AAC) in adults. METHODS Data were collected from the 2013-2014 National Health and Nutrition Examination Survey. PAHs exposure was analyzed from urinary mono hydroxylated metabolites of PAHs. Logistic regression models and subgroup analysis were performed to explore the association of PAHs exposure with severe AAC prevalence. RESULTS A total of 1,005 eligible individuals were recruited into the study. After adjusting for confounding factors, those with the highest quartiles of 1-hydroxynaphthalene (1-NAP: OR 2.19, 95% CI 1.03-4.68, Pfor trend < 0.001), 2-hydroxynaphthalene (2-NAP: OR 2.22, 95% CI 1.04-4.64, Pfor trend < 0.001) and 1-hydroxypyrene (1-PYR: OR 2.15, 95% CI 1.06-4.33, Pfor trend < 0.001) were associated with an increased prevalence of severe AAC in the adults compared to those who in the lowest quartile. CONCLUSION This study found that urinary 1-NAP, 2-NAP and 1-PYR were positively associated with severe AAC prevalence in adults.
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Affiliation(s)
- Xi Yang
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, 510515, China
| | - Haobin Zhou
- Department of Cardiology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, Guangdong, China
| | - Hao Zhang
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, 510515, China
| | - Peijian Zhang
- Cardiovascular Medicine Department, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, 510120, China
| | - Zhikang Zheng
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, 510515, China
| | - Dingli Xu
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, 510515, China.
| | - Qingchun Zeng
- State Key Laboratory of Organ Failure Research, Department of Cardiology, Nanfang Hospital, Southern Medical University, 1838 Northern Guangzhou Ave, Guangzhou, 510515, China.
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3
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Vos A, Houben IB, Celeng C, Takx RAP, Isgum I, Mali WPTM, Vink A, de Jong PA. Aortic calcification: A postmortem CT validation study in a middle-aged population. Eur J Radiol 2023; 159:110687. [PMID: 36610325 DOI: 10.1016/j.ejrad.2023.110687] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Revised: 12/26/2022] [Accepted: 01/02/2023] [Indexed: 01/06/2023]
Abstract
BACKGROUND Computed tomography (CT)-detected aortic calcification is strongly associated with aortic stiffness and is an accurate predictor of cardiovascular and all-cause mortality and cognitive decline. Some previous pathologic studies have shown calcium accumulation in the medial layer of the vessel wall, while others have suggested localisation in the atherosclerotic intimal layer. OBJECTIVES The aim of this study was to histologically validate CT findings of aortic calcification for detectability and location in the aortic wall. METHODS We acquired postmortem CT images and collected 170 aortic tissue samples from five different locations in the thoracic and abdominal aorta of 40 individuals who underwent autopsy. Microscopic slides were stained with haematoxylin and eosin and elastic van Gieson stain. Calcified lesions were characterised and calcifications were manually annotated in the intima and media. The presence and morphology of calcifications were scored on CT images. RESULTS The mean age of the autopsied individuals was 63 years, and 28 % died of cardiovascular disease. Calcifications were present in 74/170 (44 %) samples. Calcification was more common in the abdominal aorta than in the thoracic aorta. In all samples with calcifications, 99 % were located in the intimal layer. Only 16/170 samples had a small amount of medial arterial calcification. The histological results showed an 85 % concordance for the presence or absence of CT calcifications. There was complete inter-method agreement for annularity of calcifications in 68 % of the samples (linear weighted kappa 0.68 (95 %CI 0.60-0.77). CONCLUSIONS Aortic calcifications visible on CT are located in the intimal layer of the abdominal aorta wall, at least in aortas that are not aneurysmatic or dissected. The presence and annularity of these calcifications can be reliably determined by CT.
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Affiliation(s)
- Annelotte Vos
- University Medical Center Utrecht and Utrecht University, Department of Pathology, The Netherlands
| | - Ignas B Houben
- University Medical Center Utrecht and Utrecht University, Department of Vascular Surgery, The Netherlands; Frankel Cardiovascular Center, University of Michigan, Department of Cardiac Surgery, United States
| | - Csilla Celeng
- University Medical Center Utrecht and Utrecht University, Department of Radiology, The Netherlands
| | - Richard A P Takx
- University Medical Center Utrecht and Utrecht University, Department of Radiology, The Netherlands
| | - Ivana Isgum
- Amsterdam University Medical Centers, The Netherlands
| | - Willem P T M Mali
- University Medical Center Utrecht and Utrecht University, Department of Radiology, The Netherlands
| | - Aryan Vink
- University Medical Center Utrecht and Utrecht University, Department of Pathology, The Netherlands
| | - Pim A de Jong
- University Medical Center Utrecht and Utrecht University, Department of Radiology, The Netherlands.
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4
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Liu F, Zhu K, Ma Y, Yu Z, Chiou BS, Jia M, Chen M, Zhong F. Collagen films with improved wet state mechanical properties by mineralization. Food Hydrocoll 2023. [DOI: 10.1016/j.foodhyd.2023.108579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
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5
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Bartstra JW, Mali WPT, Spiering W, de Jong PA. Abdominal aortic calcification: from ancient friend to modern foe. Eur J Prev Cardiol 2020; 28:1386-1391. [PMID: 34647579 DOI: 10.1177/2047487320919895] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 03/27/2020] [Indexed: 01/16/2023]
Abstract
Background Abdominal aortic calcifications were already ubiquitous in ancient populations from all continents. Although nowadays generally considered as an innocent end stage of stabilised atherosclerotic plaques, increasing evidence suggests that arterial calcifications contribute to cardiovascular risk. In this review we address abdominal aortic calcification from an evolutionary perspective and review the literature on histology, prevalence, risk factors, clinical outcomes and pharmacological interventions of abdominal aortic calcification. Design The design of this study was based on a literature review. Methods Pubmed and Embase were systematically searched for articles on abdominal aortic calcification and its synonyms without language restrictions. Articles with data on histology, prevalence, risk factors clinical outcomes and/or pharmacological interventions were selected. Results Abdominal aortic calcification is highly prevalent in the general population and prevalence and extent increase with age. Prevalence and risk factors differ between males and females and different ethnicities. Risk factors include traditional cardiovascular risk factors and decreased bone mineral density. Abdominal aortic calcification is shown to contribute to arterial stiffness and is a strong predictor of cardiovascular events and mortality. Several therapies to inhibit arterial calcification have been developed and investigated in small clinical trials. Conclusions Abdominal aortic calcification is from all eras and increasingly acknowledged as an independent contributor to cardiovascular disease. Large studies with long follow-up must be carried out to show whether inhibition of abdominal aortic calcification will further reduce cardiovascular risk.
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Affiliation(s)
- Jonas W Bartstra
- Department of Radiology, University Medical Center Utrecht, the Netherlands
| | - Willem PThM Mali
- Department of Radiology, University Medical Center Utrecht, the Netherlands
| | - Wilko Spiering
- Department of Vascular Medicine, University Medical Center Utrecht, the Netherlands
| | - Pim A de Jong
- Department of Radiology, University Medical Center Utrecht, the Netherlands
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6
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Zhao X, Zhu J, Wang L, Li Y, Zhao T, Chen X, Sun Y, Dai Y, Wei G, Altamirano A, Zhang T, Yan Z. U. diffracta extract mitigates high fat diet and VD3-induced atherosclerosis and biochemical changes in the serum liver and aorta of rats. Biomed Pharmacother 2019; 120:109446. [PMID: 31542617 DOI: 10.1016/j.biopha.2019.109446] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Revised: 09/06/2019] [Accepted: 09/06/2019] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND AND AIMS Usnea diff ;racta Vain. (U. diffracta) belonging to the Usnea genus, is widely used as a folk medicine for the treatment of ulcer, abdominal pain, diarrhea, malaria and so on. However, the antiatherogenic effect of U. diffracta has not yet been reported. This study aims to investigate the antiatherogenic effects of the ethanol extract of U. diffracta and its mechanism. METHOD A high fat diet and VD3 were used to establish the atherosclerotic rat model, with 0.004 g/kg/d of simvastatin as a positive control, fed with 0.7, 1.4, and 2.8 g/kg/d of Usnea ethanol extract for 21 days. The blood, liver, and aorta samples from each rat were collected after the last administration. Pharmacodynamic effects were evaluated. The inflammation related factors, the gene expressions of Toll-like receptor 5 (TLR5), myeloid differentiating factor 88 (MyD88), and nuclear factor-κB (NF-κB) were detected. RESULTS AND CONCLUSIONS Compared with the model group, simvastatin and ethanol extract of U. diffracta can significantly reduce the serum levels of triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), Ca2+, AST, ALT, the liver contents of total cholesterol (TC), TG, AI and liver index, as well as significantly increase the contents of high-density lipoprotein cholesterol (HDL-C) both in serum and liver (p < 0.01 or p < 0.05). The serum level of ox-LDL can be significantly reduced by simvastatin, low and medium U. diffracta ethanol extract doses (p < 0.01). In addition, simvastatin and low dosage of U. diffracta ethanol extract can significantly reduce the liver content of LDL-C (p < 0.01). U. diffracta ethanol extract shows a positive antiatherogenic effect. Furthermore, the mechanism may be related to promoting the expression of serum IL-10 and inhibition of TLR5/NF-κB signaling pathway.
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Affiliation(s)
- Xiaoqin Zhao
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Jiali Zhu
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Liwen Wang
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Yongbiao Li
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Tingting Zhao
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Xiu Chen
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Yong Sun
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Yaolan Dai
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Guihua Wei
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China
| | - Alvin Altamirano
- Department of Chemistry and Biochemistry, Northern Arizona University, Flagstaff, AZ, United States
| | - Tiane Zhang
- School of Basic Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, 611137, PR China.
| | - Zhiyong Yan
- School of Life Science and Engineering, Southwest Jiaotong University, Chengdu, 610031, PR China.
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7
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Trillhaase A, Haferkamp U, Rangnau A, Märtens M, Schmidt B, Trilck M, Seibler P, Aherrahrou R, Erdmann J, Aherrahrou Z. Differentiation of human iPSCs into VSMCs and generation of VSMC-derived calcifying vascular cells. Stem Cell Res 2018; 31:62-70. [PMID: 30029055 DOI: 10.1016/j.scr.2018.07.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 07/03/2018] [Accepted: 07/11/2018] [Indexed: 02/06/2023] Open
Abstract
Vascular calcification displays a major cause of death worldwide, which involve mainly vascular smooth muscle cells (VSMCs). Since 2007, there are increasing numbers of protocols to obtain different cell types from human induced-pluripotent stem cells (iPSCs), however a protocol for calcification is missing. Few protocols exist today for the differentiation of iPSCs towards VSMCs and none are known for their calcification. Here we present a protocol for the calcification of iPSC-derived VSMCs. We successfully differentiated iPSCs into VSMCs based on a modified protocol. Calcification in VSMCs is induced by a commercial StemXVivo™ osteogenic medium. Calcification was verified using Calcein and Alizarin Red S staining or Calcium assays, and molecular analyses showed enhanced expression of calcification-associated genes. The presented method could help to study genetic risk variants, using the CRISPR/Cas technology through the introduction of Knockouts or Knockins of risk variants. Finally, this method can be applied for drug screening.
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Affiliation(s)
- Anja Trillhaase
- Institute for Cardiogenetics, University of Luebeck, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany
| | - Undine Haferkamp
- Institute for Cardiogenetics, University of Luebeck, Germany; Fraunhofer Institute for Molecular Biology and Applied Ecology (IME), 22525Hamburg, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany
| | - Alexandra Rangnau
- Institute for Cardiogenetics, University of Luebeck, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany
| | - Marlon Märtens
- Institute for Cardiogenetics, University of Luebeck, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany
| | - Beatrice Schmidt
- Institute for Cardiogenetics, University of Luebeck, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany
| | - Michaela Trilck
- Institute for Neurogenetics, University of Luebeck, 23562 Luebeck, Germany
| | - Philip Seibler
- Institute for Neurogenetics, University of Luebeck, 23562 Luebeck, Germany
| | - Redouane Aherrahrou
- Institute for Cardiogenetics, University of Luebeck, Germany; Center for Public Health Genomics, Department of Biomedical Engineering, University of Virginia, Charlottesville, VA22908, USA; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany
| | - Jeanette Erdmann
- Institute for Cardiogenetics, University of Luebeck, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany
| | - Zouhair Aherrahrou
- Institute for Cardiogenetics, University of Luebeck, Germany; DZHK (German Centre for Cardiovascular Research), Partner Site Hamburg/Kiel/Luebeck, Germany; University Heart Centre Luebeck, 23562 Luebeck, Germany.
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8
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Unraveling the role of Calcium ions in the mechanical properties of individual collagen fibrils. Sci Rep 2017; 7:46042. [PMID: 28378770 PMCID: PMC5380965 DOI: 10.1038/srep46042] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 03/08/2017] [Indexed: 02/07/2023] Open
Abstract
Collagen, the dominating material in the extracellular matrix, provides the strength, elasticity and mechanical stability to the organisms. The mechanical property of collagen is mainly dominated by its surrounding environments. However, the variation and origin of the mechanics of collagen fibril under different concentrations of calcium ions (χCa) remains unknown. By using the atomic force microscopy based nanoindentation, the mechanics and structure of individual type II collagen fibril were first investigated under different χCa in this study. The results demonstrate that both of the mechanical and structural properties of the collagen fibril show a prominent dependence on χCa. The mechanism of χCa-dependence of the collagen fibril was attributed to the chelation between collagen molecules and the calcium ions. Given the role of calcium in the pathology of osteoarthritis, the current study may cast new light on the understanding of osteoarthritis and other soft tissue hardening related diseases in the future.
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9
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Fu Y, Gao C, Liang Y, Wang M, Huang Y, Ma W, Li T, Jia Y, Yu F, Zhu W, Cui Q, Li Y, Xu Q, Wang X, Kong W. Shift of Macrophage Phenotype Due to Cartilage Oligomeric Matrix Protein Deficiency Drives Atherosclerotic Calcification. Circ Res 2016; 119:261-76. [DOI: 10.1161/circresaha.115.308021] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2015] [Accepted: 05/05/2016] [Indexed: 12/29/2022]
Abstract
Rationale:
Intimal calcification is highly correlated with atherosclerotic plaque burden, but the underlying mechanism is poorly understood. We recently reported that cartilage oligomeric matrix protein (COMP), a component of vascular extracellular matrix, is an endogenous inhibitor of vascular smooth muscle cell calcification.
Objective:
To investigate whether COMP affects atherosclerotic calcification.
Methods and Results:
ApoE
−/−
COMP
−/−
mice fed with chow diet for 12 months manifested more extensive atherosclerotic calcification in the innominate arteries than did
ApoE
−/−
mice. To investigate which origins of COMP contributed to atherosclerotic calcification, bone marrow transplantation was performed between
ApoE
−/−
and
ApoE
−/−
COMP
−/−
mice. Enhanced calcification was observed in mice transplanted with
ApoE
−/−
COMP
−/−
bone marrow compared with mice transplanted with
ApoE
−/−
bone marrow, indicating that bone marrow–derived COMP may play a critical role in atherosclerotic calcification. Furthermore, microarray profiling of wild-type and
COMP
−/−
macrophages revealed that COMP-deficient macrophages exerted atherogenic and osteogenic characters. Integrin β3 protein was attenuated in
COMP
−/−
macrophages, and overexpression of integrin β3 inhibited the shift of macrophage phenotypes by COMP deficiency. Furthermore, adeno-associated virus 2–integrin β3 infection attenuated atherosclerotic calcification in
ApoE
−/−
COMP
−/−
mice. Mechanistically, COMP bound directly to β-tail domain of integrin β3 via its C-terminus, and blocking of the COMP–integrin β3 association by β-tail domain mimicked the COMP deficiency–induced shift in macrophage phenotypes. Similar to COMP deficiency in mice, transduction of adeno-associated virus 2–β-tail domain enhanced atherosclerotic calcification in
ApoE
−/−
mice.
Conclusions:
These results reveal that COMP deficiency acted via integrin β3 to drive macrophages toward the atherogenic and osteogenic phenotype and thereby aggravate atherosclerotic calcification.
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Affiliation(s)
- Yi Fu
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Cheng Gao
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Ying Liang
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Meili Wang
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Yaqian Huang
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Wei Ma
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Tuoyi Li
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Yiting Jia
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Fang Yu
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Wanlin Zhu
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Qinghua Cui
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Yanhui Li
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Qingbo Xu
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Xian Wang
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
| | - Wei Kong
- From the Department of Physiology and Pathophysiology (Y.F., C.G., Y.L., M.W., Y.H., T.L., Y.J., F.Y., X.W., W.K.), Department of Biomedical Informatics (W.M., Q.C.), Institute of Cardiovascular Sciences, School of Basic Medical Sciences (Y.L.), Peking University, Beijing, P. R. China; Key Laboratory of Molecular Cardiovascular Science, Ministry of Education, Beijing, P. R. China (Y.F., C.G., Y.L., M.W., Y.H., W.M., T.L., Y.J., F.Y., Q.C., Y.L., X.W., W.K.); School of Biological Science and Medical
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Jarray R, Pavoni S, Borriello L, Allain B, Lopez N, Bianco S, Liu WQ, Biard D, Demange L, Hermine O, Garbay C, Raynaud F, Lepelletier Y. Disruption of phactr-1 pathway triggers pro-inflammatory and pro-atherogenic factors: New insights in atherosclerosis development. Biochimie 2015; 118:151-61. [PMID: 26362351 DOI: 10.1016/j.biochi.2015.09.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2015] [Accepted: 09/04/2015] [Indexed: 01/02/2023]
Abstract
Significant interest has recently emerged for phosphatase and actin regulatory protein (PHACTR1) gene in heart diseases prognosis. However, the functional role of phactr-1 protein remains elusive in heart related-diseases such as atherosclerosis, coronary artery calcification, ischaemic stroke, coronary artery stenosis and early-onset myocardial infarction. Phactr-1 is directly regulated by vascular endothelial growth factor A165 (VEGF-A165) through VEGF receptor 1 (VEGR-1) and Neuropilin-1 (NRP-1). Using an antagonist peptide approach to inhibit the interaction of VEGF-A165 to NRP-1 and VEGF-R1, we highlighted the importance of both cysteine residues located at the end of VEGF-A165 exon-7 and at the exon-8 to generate functional peptides, which decreased Phactr-1 expression. Here, we report original data showing Phactr-1 down-expression induces the expression of Matrix Metalloproteinase (MMP) regulators such as Tissue inhibitor of metalloproteinase (TIMP-1/-2) and Reversion-inducing-cysteine-rich protein with kazal motifs (RECK). Furthermore, focal adhesion kinases (FAK/PYK2/PAXILLIN) and metabolic stress (AMPK/CREB/eNOS) pathways were inhibited in endothelial cells. Moreover, the decrease of phactr-1 expression induced several factors implicated in atherosclerotic events such as oxidized low-density lipoprotein receptors (CD36, Clusterin, Cadherin-13), pro-inflammatory proteins including Thrombin, Thrombin receptor 1 (PAR-1), A Disintegrin And Metalloprotease domain-9/-17 (ADAM-9/-17), Trombospondin-2 and Galectin-3. Besides, Phactr-1 down-expression also induces emerging atherosclerosis biomarkers such as semicarbazide-sensitive amine oxidase (SSAO) and TGF-beta-inducible gene h3 (βIG-H3). In this report, we show for the first time the direct evidence of the phactr-1 biological function in the regulation of pro-atherosclerotic molecules. This intriguing result strengthened heart diseases PHACTR-1 single-nucleotide polymorphisms (SNP) correlation. Taken together, our result highlighted the pivotal role of phactr-1 protein in the pathogenesis of atherosclerosis.
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Affiliation(s)
- Rafika Jarray
- Sup'Biotech, 66 Rue Guy Môquet, 94800 Villejuif, France; CEA, Institute of Emerging Diseases and Innovative Therapies (iMETI), Division of Prions and Related Diseases (SEPIA), Fontenay-aux-Roses, France
| | - Serena Pavoni
- CEA, Institute of Emerging Diseases and Innovative Therapies (iMETI), Division of Prions and Related Diseases (SEPIA), Fontenay-aux-Roses, France
| | - Lucia Borriello
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques (LCBPT), UMR 8601 CNRS, Université Paris Descartes, Sorbonne Paris Cité, UFR Biomédicale des Saints Pères, 45 Rue des Saints Pères, 75270 Paris Cedex 06, France
| | - Barbara Allain
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques (LCBPT), UMR 8601 CNRS, Université Paris Descartes, Sorbonne Paris Cité, UFR Biomédicale des Saints Pères, 45 Rue des Saints Pères, 75270 Paris Cedex 06, France
| | | | - Sara Bianco
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques (LCBPT), UMR 8601 CNRS, Université Paris Descartes, Sorbonne Paris Cité, UFR Biomédicale des Saints Pères, 45 Rue des Saints Pères, 75270 Paris Cedex 06, France
| | - Wang-Qing Liu
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques (LCBPT), UMR 8601 CNRS, Université Paris Descartes, Sorbonne Paris Cité, UFR Biomédicale des Saints Pères, 45 Rue des Saints Pères, 75270 Paris Cedex 06, France
| | - Denis Biard
- CEA, Institute of Emerging Diseases and Innovative Therapies (iMETI), Division of Prions and Related Diseases (SEPIA), Fontenay-aux-Roses, France
| | - Luc Demange
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques (LCBPT), UMR 8601 CNRS, Université Paris Descartes, Sorbonne Paris Cité, UFR Biomédicale des Saints Pères, 45 Rue des Saints Pères, 75270 Paris Cedex 06, France; Institut de Chimie de Nice (ICN), UMR 7272 CNRS, Université de Nice Sophia Antipolis, Parc Valrose, 06108 Nice, France
| | - Olivier Hermine
- INSERM UMR 1163, Laboratory of Cellular and Molecular Basis of Normal Hematopoiesis and Hematological Disorders, 24 Boulevard Montparnasse 75015 Paris, France; Paris Descartes University-Sorbonne Paris Cité, Imagine Institute, 24 Boulevard Montparnasse 75015 Paris, France; CNRS ERL 8254, 24 Boulevard Montparnasse 75015 Paris, France
| | - Christiane Garbay
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques (LCBPT), UMR 8601 CNRS, Université Paris Descartes, Sorbonne Paris Cité, UFR Biomédicale des Saints Pères, 45 Rue des Saints Pères, 75270 Paris Cedex 06, France
| | - Françoise Raynaud
- Laboratoire de Chimie et Biochimie Pharmacologiques et Toxicologiques (LCBPT), UMR 8601 CNRS, Université Paris Descartes, Sorbonne Paris Cité, UFR Biomédicale des Saints Pères, 45 Rue des Saints Pères, 75270 Paris Cedex 06, France.
| | - Yves Lepelletier
- INSERM UMR 1163, Laboratory of Cellular and Molecular Basis of Normal Hematopoiesis and Hematological Disorders, 24 Boulevard Montparnasse 75015 Paris, France; Paris Descartes University-Sorbonne Paris Cité, Imagine Institute, 24 Boulevard Montparnasse 75015 Paris, France; CNRS ERL 8254, 24 Boulevard Montparnasse 75015 Paris, France.
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11
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Zhou S, Cui M, Yin Z, Li R, Zhu J, Zhou H. Correlation of single nucleotide polymorphisms in the pregnancy-associated plasma protein-A gene with carotid plaques. BMC Cardiovasc Disord 2015; 15:60. [PMID: 26122709 PMCID: PMC4485363 DOI: 10.1186/s12872-015-0041-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2014] [Accepted: 05/22/2015] [Indexed: 01/28/2023] Open
Abstract
Background Pregnancy-associated plasma protein A (PAPP-A) is abundantly expressed in carotid plaques. This study investigated the association between single nucleotide polymorphisms (SNPs) of PAPP-A and the presence of carotid plaques. Methods A total of 408 patients with carotid plaques and 493 controls were included in the study. All subjects were Southern Chinese Han. Carotid plaques were analyzed by computer tomography angiography. PAPP-A SNPs were identified by ligase detection reaction-polymerase chain reaction analysis. The PAPP-A genotypes rs3747823, rs7020782, and rs13290387 were analyzed. Results The rs7020782 C allele genotype correlated with an increased risk of developing carotid plaques under the dominant, recessive, and additive models (adjusted odds ratios: 2.60, 2.36, and 3.48, respectively; P ≤ 0.001). Only C allele-carrying genotypes correlated with a significantly increased risk of carotid plaque based on studies stratified by age and sex under the dominant model. rs7020782 remained significantly associated with the risk of carotid plaque calcification after adjusting for age and potential confounders (adjusted odds ratio, 1.89; 95 % confidence interval, 1.17–3.08; P = 0.010). Conclusions This study found, for the first time, that the A˃C variation of rs7020782 might be an independent risk factor for carotid plaque development and calcification. The determination of such genotypes could provide a new tool for identifying individuals at high risk for carotid atherosclerosis. Electronic supplementary material The online version of this article (doi:10.1186/s12872-015-0041-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shiming Zhou
- Department of Neurology, Daping Hospital, Third Military Medical University, No. 10 Changjiang Branch Road, Daping, Chongqing, 400042, China.
| | - Min Cui
- Department of Neurology, Daping Hospital, Third Military Medical University, No. 10 Changjiang Branch Road, Daping, Chongqing, 400042, China.
| | - Zegang Yin
- Department of Neurology, Daping Hospital, Third Military Medical University, No. 10 Changjiang Branch Road, Daping, Chongqing, 400042, China.
| | - Rui Li
- Department of Neurology, Daping Hospital, Third Military Medical University, No. 10 Changjiang Branch Road, Daping, Chongqing, 400042, China.
| | - Jie Zhu
- Department of Neurology, Daping Hospital, Third Military Medical University, No. 10 Changjiang Branch Road, Daping, Chongqing, 400042, China.
| | - Huadong Zhou
- Department of Neurology, Daping Hospital, Third Military Medical University, No. 10 Changjiang Branch Road, Daping, Chongqing, 400042, China.
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12
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van Setten J, Išgum I, Pechlivanis S, Tragante V, de Jong PA, Smolonska J, Platteel M, Hoffmann P, Oudkerk M, de Koning HJ, Nöthen MM, Moebus S, Erbel R, Jöckel KH, Viergever MA, Mali WPTM, de Bakker PIW. Serum lipid levels, body mass index, and their role in coronary artery calcification: a polygenic analysis. ACTA ACUST UNITED AC 2015; 8:327-33. [PMID: 25577604 DOI: 10.1161/circgenetics.114.000496] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2014] [Accepted: 12/09/2014] [Indexed: 01/11/2023]
Abstract
BACKGROUND Coronary artery calcification (CAC) is widely regarded as a cumulative lifetime measure of atherosclerosis, but it remains unclear what is the relationship between calcification and traditional risk factors for coronary artery disease (CAD) and myocardial infarction (MI). This study characterizes the genetic architecture of CAC by evaluating the overall impact of common alleles associated with CAD/MI and its traditional risk factors. METHODS AND RESULTS On the basis of summary-association results from the CARDIoGRAMplusC4D study of CAD/MI, we calculated polygenic risk scores in 2599 participants of the Dutch and Belgian Lung Cancer Screening (NELSON) trial, in whom quantitative CAC levels (Agatston scores) were determined from chest computerized tomographic imaging data. The most significant polygenic model explained ≈14% of the observed CAC variance (P=1.6×10(-11)), which points to a residual effect because of many as yet unknown loci that overlap between CAD/MI and CAC. In addition, we constructed risk scores based on published single-nucleotide polymorphism associations for traditional cardiovascular risk factors and tested these scores for association with CAC. We found nominally significant associations for genetic risk scores of low-density lipoprotein-cholesterol, total cholesterol, and body mass index, which were successfully replicated in 2182 individuals of the Heinz Nixdorf Recall Study. CONCLUSIONS Pervasive polygenic sharing between CAC and CAD/MI suggests that a substantial fraction of the heritable risk for CAD/MI is mediated through arterial calcification. We also provide evidence that genetic variants associated with serum lipid levels and body mass index influence CAC levels.
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Affiliation(s)
- Jessica van Setten
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Ivana Išgum
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Sonali Pechlivanis
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Vinicius Tragante
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Pim A de Jong
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Joanna Smolonska
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Mathieu Platteel
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Per Hoffmann
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Matthijs Oudkerk
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Harry J de Koning
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Markus M Nöthen
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Susanne Moebus
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Raimund Erbel
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Karl-Heinz Jöckel
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Max A Viergever
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Willem P Th M Mali
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.)
| | - Paul I W de Bakker
- From the Department of Medical Genetics, Center for Molecular Medicine (J.v.S., P.I.W.d.B.), Image Sciences Institute (I.I., M.A.V.), Department of Cardiology (V.T.); Department of Radiology (P.A.d.J.), Department of Epidemiology, Julius Center for Health Sciences and Primary Care (P.I.W.d.B.), University Medical Center Utrecht, Utrecht, The Netherlands; Institute for Medical Informatics, Biometry and Epidemiology (S.P., S.M.), Clinic of Cardiology, West-German Heart Centre (R.E.), University Hospital Essen, Essen, Germany; Department of Genetics (J.S., M.P.), Department of Epidemiology (J.S.), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands; Institute of Human Genetics (P.F., M.M.N.), Department of Genomics, Life and Brain Center (P.F., M.M.N.), University of Bonn, Bonn, Germany; Division of Medical Genetics, University Hospital and Department of Biomedicine, University of Basel, Basel, Switzerland (P.F.); Department of Radiology-Radiodiagnostics, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands (M.O.); and Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands (H.J.d.K.).
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