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Foretelling plaque disruption: Is the journey to Ithaca reaching destination? Atherosclerosis 2015; 244:147-8. [PMID: 26630183 DOI: 10.1016/j.atherosclerosis.2015.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Accepted: 11/02/2015] [Indexed: 11/22/2022]
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152
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Distribution of tissue characteristics of coronary plaques evaluated by integrated backscatter intravascular ultrasound: Differences between the inner and outer vessel curvature. J Cardiol 2015; 66:489-95. [DOI: 10.1016/j.jjcc.2015.01.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2014] [Revised: 01/11/2015] [Accepted: 01/20/2015] [Indexed: 11/19/2022]
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153
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Toutouzas K, Benetos G, Karanasos A, Chatzizisis YS, Giannopoulos AA, Tousoulis D. Vulnerable plaque imaging: updates on new pathobiological mechanisms. Eur Heart J 2015; 36:3147-3154. [PMID: 26419623 DOI: 10.1093/eurheartj/ehv508] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Accepted: 09/07/2015] [Indexed: 01/22/2025] Open
Abstract
Early identification of vulnerable, rupture-prone atherosclerotic plaques with the optimal goal of cardiovascular event prevention is a field of vigorous research. Despite the advances in imaging modalities and the in vivo identification of many characteristics of vulnerability, few of these plaques actually rupture and even fewer lead to clinical events, questioning the predictive value of the above techniques in clinical practice. Factors causing the higher local vulnerability of the culprit plaque within a prothrombotic environment of widespread inflammation are generally unknown. Newly recognized local features, including microcalcifications and biomechanical factors, seem to contribute. In this review article, we target on new mechanisms, implicated in vulnerable plaque formation and rupture, analysing their potential clinical value.
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Affiliation(s)
- Konstantinos Toutouzas
- First Department of Cardiology, Hippokration Hospital, Athens Medical School, 114 Vasilissis Sofias Av., 11527 Athens, Greece
| | - Georgios Benetos
- First Department of Cardiology, Hippokration Hospital, Athens Medical School, 114 Vasilissis Sofias Av., 11527 Athens, Greece
| | - Antonios Karanasos
- Department of Interventional Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Yiannis S Chatzizisis
- Cardiovascular Division, University of Nebraska Medical Center, Omaha, NE, USA Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Andreas A Giannopoulos
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Dimitris Tousoulis
- First Department of Cardiology, Hippokration Hospital, Athens Medical School, 114 Vasilissis Sofias Av., 11527 Athens, Greece
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154
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Millon A, Sigovan M, Boussel L, Mathevet JL, Louzier V, Paquet C, Geloen A, Provost N, Majd Z, Patsouris D, Serusclat A, Canet-Soulas E. Low WSS Induces Intimal Thickening, while Large WSS Variation and Inflammation Induce Medial Thinning, in an Animal Model of Atherosclerosis. PLoS One 2015; 10:e0141880. [PMID: 26575029 PMCID: PMC4648591 DOI: 10.1371/journal.pone.0141880] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 10/14/2015] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE Atherosclerotic plaque development in the arterial wall is the result of complex interaction between the wall's endothelial layer and blood hemodynamics. However, the interaction between hemodynamic parameters and inflammation in plaque evolution is not yet fully understood. The aim of the present study was to investigate the relation between wall shear stress (WSS) and vessel wall inflammation during atherosclerotic plaque development in a minipig model of carotid stenosis. METHODS A surgical procedure was performed to create left common carotid artery stenosis by placement of a perivascular cuff in minipigs under atherogenic diet. Animals were followed up on 3T MRI, 1 week after surgery and 3, 6, and 8 months after initiation of the diet. Computational fluid dynamics simulation estimated WSS distribution for the first imaging point. Vascular geometries were co-registered for direct comparison of plaque development and features (Gadolinium- and USPIO-Contrast Enhanced MRI, for permeability and inflammation respectively) with the initial WSS. Histological analysis was performed and sections were matched to MR images, based on spatial landmarks. RESULTS Vessel wall thickening, permeability and inflammation were observed distally from the stenosis. They were eccentric and facing regions of normal wall thickness. Histological analysis confirmed eccentric plaque formation with lipid infiltration, intimal thickening and medial degradation. High phagocytic activity in the stenosis region was co-localized with high WSS, corresponding to intense medial degradation observed on histology samples. CONCLUSION Lower WSS promotes atherosclerotic plaque development distal to an induced stenosis. Vascular and perivascular inflammation locations were predominant in the high WSS stenosis segment, where medial thinning was the major consequence.
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Affiliation(s)
- Antoine Millon
- Lyon-1 University, CREATIS Laboratory, Lyon, France
- Hospices Civils de Lyon, Lyon, France
- * E-mail:
| | | | - Loic Boussel
- Lyon-1 University, CREATIS Laboratory, Lyon, France
- Hospices Civils de Lyon, Lyon, France
| | | | | | | | - Alain Geloen
- Lyon-1 University, CARMEN Laboratory, INSERM U1060, Lyon, France
| | | | | | - David Patsouris
- Lyon-1 University, CARMEN Laboratory, INSERM U1060, Lyon, France
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155
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Bilolikar AN, Goldstein JA, Madder RD, Chinnaiyan KM. Plaque disruption by coronary computed tomographic angiography in stable patients vs. acute coronary syndrome: a feasibility study. Eur Heart J Cardiovasc Imaging 2015; 17:247-59. [PMID: 26553728 DOI: 10.1093/ehjci/jev281] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 09/16/2015] [Indexed: 11/14/2022] Open
Abstract
AIMS This study was designed to determine whether coronary CT angiography (CTA) can detect features of plaque disruption in clinically stable patients and to compare lesion prevalence and features between stable patients and those with acute coronary syndrome (ACS). METHODS We retrospectively identified patients undergoing CTA, followed by invasive coronary angiography (ICA) within 60 days. Quantitative 3-vessel CTA lesion analysis was performed on all plaques ≥25% stenosis to assess total plaque volume, low attenuation plaque (LAP, <50 HU) volume, and remodelling index. Plaques were qualitatively assessed for CTA features of disruption, including ulceration and intra-plaque dye penetration (IDP). ICA was employed as a reference standard for disruption. A total of 145 (94 ACS and 51 stable) patients were identified. By CTA, plaque disruption was evident in 77.7% of ACS cases. Although more common among those with ACS, CTA also detected plaque disruption in 37.3% of clinically stable patients (P < 0.0001). CONCLUSIONS Clinically stable patients commonly manifest plaques with features of disruption as determined by CTA. Though the prevalence of plaque disruption is less than patients with ACS, these findings support the concept that some clinically stable patients may harbour 'silent' disrupted plaques. These findings may have implications for detection of 'at risk' plaques and patients.
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Affiliation(s)
- Abhay N Bilolikar
- Department of Cardiovascular Medicine, Beaumont Health System, 3601 W. Thirteen Mile Road, Royal Oak, MI 48073, USA
| | - James A Goldstein
- Department of Cardiovascular Medicine, Beaumont Health System, 3601 W. Thirteen Mile Road, Royal Oak, MI 48073, USA
| | - Ryan D Madder
- Frederik Meijer Heart and Vascular Institute, Spectrum Health Medical Center, Grand Rapids, MI, USA
| | - Kavitha M Chinnaiyan
- Department of Cardiovascular Medicine, Beaumont Health System, 3601 W. Thirteen Mile Road, Royal Oak, MI 48073, USA
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156
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Low Shear Stress Inhibited Endothelial Cell Autophagy Through TET2 Downregulation. Ann Biomed Eng 2015; 44:2218-27. [PMID: 26493943 DOI: 10.1007/s10439-015-1491-4] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 10/15/2015] [Indexed: 12/16/2022]
Abstract
Low shear stress plays a crucial role in the initiation and progression of atherosclerotic lesions. However, the detailed mechanisms of these processes remain unclear. In this study, the effect of low shear stress on endothelial cell autophagy and its potential mechanism were investigated. Results showed autophagy dysfunction and ten-eleven translocation 2 (TET2) protein downregulation during atherosclerotic lesion progression. Autophagic markers BECLIN 1 and LC3II/LC3I under low shear stress (5 dyne/cm(2)) obviously decreased compared with those under physiological shear stress (15 dyne/cm(2)), whereas autophagic substrate p62 increased. TET2 expression was also downregulated under low shear stress. Endothelial cell autophagy was improved with TET2 overexpression but was impaired by TET2 siRNA treatment. Moreover, TET2 overexpression upregulated the expression of endothelial cell nitric oxide synthase (eNOS) and downregulated the expression of endothelin-1 (ET-1). TET2 siRNA further attenuated eNOS expression and stimulated ET-1 expression. Overall, the results showed that low shear stress downregulated endothelial cell autophagy by impaired TET2 expression, which might contribute to the atherogenic process.
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157
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Stone PH, Coskun AU. Conceptual New Biomechanical Approaches to Identify Coronary Plaques at Risk of Disruption. JACC. CARDIOVASCULAR IMAGING 2015; 8:1167-1169. [PMID: 26481841 DOI: 10.1016/j.jcmg.2015.04.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Accepted: 04/16/2015] [Indexed: 10/23/2022]
Affiliation(s)
- Peter H Stone
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
| | - Ahmet Umit Coskun
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Mechanical and Industrial Engineering, Northeastern University, Boston, Massachusetts
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158
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Yu Y, Cai Z, Cui M, Nie P, Sun Z, Sun S, Chu S, Wang X, Hu L, Yi J, Shen L, He B. The orphan nuclear receptor Nur77 inhibits low shear stress-induced carotid artery remodeling in mice. Int J Mol Med 2015; 36:1547-55. [PMID: 26498924 PMCID: PMC4678158 DOI: 10.3892/ijmm.2015.2375] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2015] [Accepted: 10/05/2015] [Indexed: 01/02/2023] Open
Abstract
Shear stress, particularly low and oscillatory shear stress, plays a critical pathophysiological role in vascular remodeling-related cardiovascular diseases. Growing evidence suggests that the orphan nuclear receptor Nur77 [also known as TR3 or nuclear receptor subfamily 4, group A, member 1 (NR4A1)] is expressed in diseased human vascular tissue and plays an important role in vascular physiology and pathology. In the present study, we used a mouse model of flow-dependent remodeling by partial ligation of the left common carotid artery (LCCA) to define the exact role of Nur77 in vascular remodeling induced by low shear stress. Following vascular remodeling, Nur77 was highly expressed in neointimal vascular smooth muscle cells (VSMCs) in the ligated carotid arteries. The reactive oxygen species (ROS) levels were elevated in the remodeled arteries in vivo and in primary rat VSMCs in vitro following stimulation with platelet-derived growth factor (PDGF). Further in vitro experiments revealed that Nur77 expression was rapidly increased in the VSMCs following stimulation with PDGF and H2O2, whereas treatment with N-acetyl cysteine (NAC, a ROS scavenger) reversed the increase in the protein level of Nur77 induced by H2O2. Moreover, Nur77 overexpression markedly inhibited the proliferation and migration of VSMCs, induced by PDGF. Finally, to determine the in vivo role of Nur77 in low shear stress-induced vascular remodeling, wild-type (WT) and Nur77-deficient mice were subjected to partial ligation of the LCCA. Four weeks following surgery, in the LCCAs of the Nur77-deficient mice, a significant increase in the intima-media area and carotid intima-media thickness was noted, as well as more severe elastin disruption and collagen deposition compared to the WT mice. Immunofluorescence staining revealed an increase in VSMC proliferation [determined by the expression of proliferating cell nuclear antigen (PCNA)] and matrix metalloproteinase 9 (MMP-9) production in the Nur77-deficient mice. There was no difference in the number of intimal apoptotic cells between the groups. Taken together, our results indicate that Nur77 may be a sensor of oxidative stress and an inhibitor of vascular remodeling induced by low shear stress. Nur77, as well as its downstream cell signals, may thus be a potential therapeutic target for the suppression of vascular remodeling.
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Affiliation(s)
- Ying Yu
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Zhaohua Cai
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Mingli Cui
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Peng Nie
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Zhe Sun
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Shiqun Sun
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Shichun Chu
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Xiaolei Wang
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Liuhua Hu
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Jing Yi
- Department of Cell Biology, Key Laboratory of the Education Ministry for Cell Differentiation and Apoptosis, Institutes of Medical Sciences, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, P.R. China
| | - Linghong Shen
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
| | - Ben He
- Department of Cardiology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, P.R. China
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159
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Impact of Side Branch Modeling on Computation of Endothelial Shear Stress in Coronary Artery Disease: Coronary Tree Reconstruction by Fusion of 3D Angiography and OCT. J Am Coll Cardiol 2015; 66:125-35. [PMID: 26160628 DOI: 10.1016/j.jacc.2015.05.008] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2015] [Revised: 04/06/2015] [Accepted: 05/04/2015] [Indexed: 11/22/2022]
Abstract
BACKGROUND Computational fluid dynamics allow virtual evaluation of coronary physiology and shear stress (SS). Most studies hitherto assumed the vessel as a single conduit without accounting for the flow through side branches. OBJECTIVES This study sought to develop a new approach to reconstruct coronary geometry that also computes outgoing flow through side branches in hemodynamic and biomechanical calculations, using fusion of optical coherence tomography (OCT) and 3-dimensional (3D) angiography. METHODS Twenty-one patients enrolled in the DOCTOR (Does Optical Coherence Tomography Optimize Revascularization) fusion study underwent OCT and 3D-angiography of the target vessel (9 left anterior descending, 2 left circumflex, 10 right coronary artery). Coronary 3D reconstruction was performed by fusion of OCT and angiography, creating a true anatomical tree model (TM) including the side branches, and a traditional single-conduit model (SCM) disregarding the side branches. RESULTS The distal coronary pressure to aortic pressure (Pd/Pa) ratio was significantly higher in TMs than in SCMs (0.904 vs. 0.842; p < 0.0001). Agreement between TM and SCM in identifying patients with a Pd/Pa ratio ≤0.80 under basal flow conditions was only k = 0.417 (p = 0.019). Average SS was 4.64 Pascal lower in TMs than in SCMs (p < 0.0001), with marked differences in the point-per-point comparison, ranging from -60.71 to 7.47 Pascal. CONCLUSIONS True anatomical TMs that take into account the flow through side branches are feasible for accurate hemodynamic and biomechanical calculations. Traditional SCMs underestimate Pd/Pa and are inaccurate for regional SS estimation. Implementation of TMs might improve the accuracy of SS and virtual fractional flow reserve calculations, thus improving the consistency of biomechanical studies.
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160
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Hung OY, Brown AJ, Ahn SG, Veneziani A, Giddens DP, Samady H. Association of Wall Shear Stress with Coronary Plaque Progression and Transformation. Interv Cardiol Clin 2015; 4:491-502. [PMID: 28581935 DOI: 10.1016/j.iccl.2015.06.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Coronary endothelial function regulation by wall shear stress (WSS), the frictional force of blood exerted against the vessel wall, can help explain the focal propensity of plaque development in an environment of systemic atherosclerosis risk factors. Sustained abnormal pathologic WSS leads to a proatherogenic endothelial cell phenotype, plaque progression and transformation, and adaptive vascular remodeling in site-specific areas. Assessing dynamic coronary plaque compositional changes in vivo remains challenging; however, recent advances in intravascular image acquisition and processing may provide swifter WSS calculations and make possible larger prospective investigations on the prognostic value of WSS in patients with coronary atherosclerosis.
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Affiliation(s)
- Olivia Y Hung
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1364 Clifton Road NE, Atlanta, GA 30322, USA
| | - Adam J Brown
- Department of Cardiovascular Medicine, University of Cambridge, ACCI Level 6, Addenbrooke's Hospital, Hills Road, Cambridge CB2 0QQ, UK
| | - Sung Gyun Ahn
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1364 Clifton Road NE, Atlanta, GA 30322, USA; Division of Cardiology, Yonsei University, Wonju College of Medicine, 20 Ilsan-ro, Wonju 220-701, South Korea
| | - Alessandro Veneziani
- Department of Mathematics and Computer Science, Emory University, 400 Dowman Drive, Atlanta, GA 30322, USA
| | - Don P Giddens
- Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, 313 Ferst Dr, Atlanta, GA 30332, USA
| | - Habib Samady
- Interventional Cardiology, Division of Cardiology, Department of Medicine, Emory University School of Medicine, 1364 Clifton Road, Suite F606, Atlanta, GA 30322, USA.
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161
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Abstract
Coronary CT angiography (CTA) has emerged as a highly reliable and non-invasive modality for the exclusion of coronary artery disease. Recent technological advancements in coronary CTA imaging allow for robust qualitative and quantitative assessment of atherosclerotic plaques. Furthermore, CTA is a promising modality for functional evaluation of coronary lesions. Individual plaque features, the extent and severity of atherosclerotic plaque burden were proposed to improve cardiovascular risk stratification. It has been suggested that total atherosclerotic plaque burden is a stronger predictor of coronary events than total ischemia burden. The quest to noninvasively detect individual vulnerable plaques still remains. In the current review we sought to summarize state-of-the-art coronary artery plaque assessment by CTA.
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162
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Pedrigi RM, Poulsen CB, Mehta VV, Ramsing Holm N, Pareek N, Post AL, Kilic ID, Banya WAS, Dall'Ara G, Mattesini A, Bjørklund MM, Andersen NP, Grøndal AK, Petretto E, Foin N, Davies JE, Di Mario C, Fog Bentzon J, Erik Bøtker H, Falk E, Krams R, de Silva R. Inducing Persistent Flow Disturbances Accelerates Atherogenesis and Promotes Thin Cap Fibroatheroma Development in D374Y-PCSK9 Hypercholesterolemic Minipigs. Circulation 2015; 132:1003-12. [PMID: 26179404 DOI: 10.1161/circulationaha.115.016270] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 07/06/2015] [Indexed: 12/22/2022]
Abstract
BACKGROUND Although disturbed flow is thought to play a central role in the development of advanced coronary atherosclerotic plaques, no causal relationship has been established. We evaluated whether inducing disturbed flow would cause the development of advanced coronary plaques, including thin cap fibroatheroma. METHODS AND RESULTS D374Y-PCSK9 hypercholesterolemic minipigs (n=5) were instrumented with an intracoronary shear-modifying stent (SMS). Frequency-domain optical coherence tomography was obtained at baseline, immediately poststent, 19 weeks, and 34 weeks, and used to compute shear stress metrics of disturbed flow. At 34 weeks, plaque type was assessed within serially collected histological sections and coregistered to the distribution of each shear metric. The SMS caused a flow-limiting stenosis, and blood flow exiting the SMS caused regions of increased shear stress on the outer curvature and large regions of low and multidirectional shear stress on the inner curvature of the vessel. As a result, plaque burden was ≈3-fold higher downstream of the SMS than both upstream of the SMS and in the control artery (P<0.001). Advanced plaques were also primarily observed downstream of the SMS, in locations initially exposed to both low (P<0.002) and multidirectional (P<0.002) shear stress. Thin cap fibroatheroma regions demonstrated significantly lower shear stress that persisted over the duration of the study in comparison with other plaque types (P<0.005). CONCLUSIONS These data support a causal role for lowered and multidirectional shear stress in the initiation of advanced coronary atherosclerotic plaques. Persistently lowered shear stress appears to be the principal flow disturbance needed for the formation of thin cap fibroatheroma.
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Affiliation(s)
- Ryan M Pedrigi
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Christian Bo Poulsen
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Vikram V Mehta
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Niels Ramsing Holm
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Nilesh Pareek
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Anouk L Post
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Ismail Dogu Kilic
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Winston A S Banya
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Gianni Dall'Ara
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Alessio Mattesini
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Martin M Bjørklund
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Niels P Andersen
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Anna K Grøndal
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Enrico Petretto
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Nicolas Foin
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Justin E Davies
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Carlo Di Mario
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Jacob Fog Bentzon
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Hans Erik Bøtker
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Erling Falk
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Rob Krams
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.)
| | - Ranil de Silva
- From Department of Bioengineering, Imperial College London, United Kingdom (R.M.P., V.V.M., A.L.P., R.K.); Institute of Clinical Medicine, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., E.F.); Department of Cardiology, Aarhus University Hospital, Denmark (C.B.P., N.R.H., M.M.B., N.P.A., A.K.G., J.F.B., H.E.B., E.F.); NIHR Cardiovascular Biomedical Research Unit, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (I.D.K., W.A.S.B., G.D.'A., A.M., C.D.M., R.d.S.); Graduate Medical School, Duke-National University of Singapore, Singapore (E.P.); National Heart Centre, NHRIS, Singapore (N.F.); National Heart and Lung Institute, Imperial College London, United Kingdom (C.D.M., R.d.S.); and Institute of Cardiovascular Medicine and Science, Royal Brompton and Harefield NHS Foundation Trust, London, United Kingdom (C.D.M., R.d.S.).
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[18F]FDG Accumulation in Early Coronary Atherosclerotic Lesions in Pigs. PLoS One 2015; 10:e0131332. [PMID: 26120829 PMCID: PMC4487365 DOI: 10.1371/journal.pone.0131332] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2015] [Accepted: 06/01/2015] [Indexed: 01/12/2023] Open
Abstract
Objective Inflammation is an important contributor to atherosclerosis progression. A glucose analogue 18F-fluorodeoxyglucose ([18F]FDG) has been used to detect atherosclerotic inflammation. However, it is not known to what extent [18F]FDG is taken up in different stages of atherosclerosis. We aimed to study the uptake of [18F]FDG to various stages of coronary plaques in a pig model. Methods First, diabetes was caused by streptozotocin injections (50 mg/kg for 3 days) in farm pigs (n = 10). After 6 months on high-fat diet, pigs underwent dual-gated cardiac PET/CT to measure [18F]FDG uptake in coronary arteries. Coronary segments (n = 33) were harvested for ex vivo measurement of radioactivity and autoradiography (ARG). Results Intimal thickening was observed in 16 segments and atheroma type plaques in 10 segments. Compared with the normal vessel wall, ARG showed 1.7±0.7 times higher [18F]FDG accumulation in the intimal thickening and 4.1±2.3 times higher in the atheromas (P = 0.004 and P = 0.003, respectively). Ex vivo mean vessel-to-blood ratio was higher in segments with atheroma than those without atherosclerosis (2.6±1.2 vs. 1.3±0.7, P = 0.04). In vivo PET imaging showed the highest target-to-background ratio (TBR) of 2.7. However, maximum TBR was not significantly different in segments without atherosclerosis (1.1±0.5) and either intimal thickening (1.2±0.4, P = 1.0) or atheroma (1.6±0.6, P = 0.4). Conclusions We found increased uptake of [18F]FDG in coronary atherosclerotic lesions in a pig model. However, uptake in these early stage lesions was not detectable with in vivo PET imaging. Further studies are needed to clarify whether visible [18F]FDG uptake in coronary arteries represents more advanced, highly inflamed plaques.
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164
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Toutouzas K, Chatzizisis YS, Riga M, Giannopoulos A, Antoniadis AP, Tu S, Fujino Y, Mitsouras D, Doulaverakis C, Tsampoulatidis I, Koutkias VG, Bouki K, Li Y, Chouvarda I, Cheimariotis G, Maglaveras N, Kompatsiaris I, Nakamura S, Reiber JHC, Rybicki F, Karvounis H, Stefanadis C, Tousoulis D, Giannoglou GD. Accurate and reproducible reconstruction of coronary arteries and endothelial shear stress calculation using 3D OCT: comparative study to 3D IVUS and 3D QCA. Atherosclerosis 2015; 240:510-519. [PMID: 25932791 DOI: 10.1016/j.atherosclerosis.2015.04.011] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Revised: 03/15/2015] [Accepted: 04/06/2015] [Indexed: 11/29/2022]
Abstract
BACKGROUND Geometrically-correct 3D OCT is a new imaging modality with the potential to investigate the association of local hemodynamic microenvironment with OCT-derived high-risk features. We aimed to describe the methodology of 3D OCT and investigate the accuracy, inter- and intra-observer agreement of 3D OCT in reconstructing coronary arteries and calculating ESS, using 3D IVUS and 3D QCA as references. METHODS-RESULTS 35 coronary artery segments derived from 30 patients were reconstructed in 3D space using 3D OCT. 3D OCT was validated against 3D IVUS and 3D QCA. The agreement in artery reconstruction among 3D OCT, 3D IVUS and 3D QCA was assessed in 3-mm-long subsegments using lumen morphometry and ESS parameters. The inter- and intra-observer agreement of 3D OCT, 3D IVUS and 3D QCA were assessed in a representative sample of 61 subsegments (n = 5 arteries). The data processing times for each reconstruction methodology were also calculated. There was a very high agreement between 3D OCT vs. 3D IVUS and 3D OCT vs. 3D QCA in terms of total reconstructed artery length and volume, as well as in terms of segmental morphometric and ESS metrics with mean differences close to zero and narrow limits of agreement (Bland-Altman analysis). 3D OCT exhibited excellent inter- and intra-observer agreement. The analysis time with 3D OCT was significantly lower compared to 3D IVUS. CONCLUSIONS Geometrically-correct 3D OCT is a feasible, accurate and reproducible 3D reconstruction technique that can perform reliable ESS calculations in coronary arteries.
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Affiliation(s)
- Konstantinos Toutouzas
- First Department of Cardiology, Hippokration Hospital, Athens University Medical School, Athens, Greece
| | - Yiannis S Chatzizisis
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; First Department of Cardiology, AHEPA University Hospital, Aristotle University Medical School, Thessaloniki, Greece.
| | - Maria Riga
- First Department of Cardiology, Hippokration Hospital, Athens University Medical School, Athens, Greece
| | - Andreas Giannopoulos
- First Department of Cardiology, AHEPA University Hospital, Aristotle University Medical School, Thessaloniki, Greece
| | - Antonios P Antoniadis
- Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; First Department of Cardiology, AHEPA University Hospital, Aristotle University Medical School, Thessaloniki, Greece
| | - Shengxian Tu
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands; Biomedical Instrument Institute, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Yusuke Fujino
- Department of Cardiology, New Tokyo Hospital, Chiba, Japan
| | - Dimitrios Mitsouras
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Charalampos Doulaverakis
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Ioannis Tsampoulatidis
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Vassilis G Koutkias
- Laboratory of Medical Informatics, Aristotle University Medical School, Thessaloniki, Greece; Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Konstantina Bouki
- Second Department of Cardiology, General Hospital of Nikaia, Piraeus, Greece
| | - Yingguang Li
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Ioanna Chouvarda
- Laboratory of Medical Informatics, Aristotle University Medical School, Thessaloniki, Greece; Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Grigorios Cheimariotis
- Laboratory of Medical Informatics, Aristotle University Medical School, Thessaloniki, Greece; Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Nicos Maglaveras
- Laboratory of Medical Informatics, Aristotle University Medical School, Thessaloniki, Greece; Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Ioannis Kompatsiaris
- Information Technologies Institute, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Sunao Nakamura
- Department of Cardiology, New Tokyo Hospital, Chiba, Japan
| | - Johan H C Reiber
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Frank Rybicki
- Applied Imaging Science Laboratory, Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Haralambos Karvounis
- First Department of Cardiology, AHEPA University Hospital, Aristotle University Medical School, Thessaloniki, Greece
| | - Christodoulos Stefanadis
- First Department of Cardiology, Hippokration Hospital, Athens University Medical School, Athens, Greece
| | - Dimitris Tousoulis
- First Department of Cardiology, Hippokration Hospital, Athens University Medical School, Athens, Greece
| | - George D Giannoglou
- First Department of Cardiology, AHEPA University Hospital, Aristotle University Medical School, Thessaloniki, Greece
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Niu L, Meng L, Xu L, Liu J, Wang Q, Xiao Y, Qian M, Zheng H. Stress phase angle depicts differences in arterial stiffness: phantom and in vivo study. Phys Med Biol 2015; 60:4281-94. [DOI: 10.1088/0031-9155/60/11/4281] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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166
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Winkel LC, Hoogendoorn A, Xing R, Wentzel JJ, Van der Heiden K. Animal models of surgically manipulated flow velocities to study shear stress-induced atherosclerosis. Atherosclerosis 2015; 241:100-10. [PMID: 25969893 DOI: 10.1016/j.atherosclerosis.2015.04.796] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Revised: 04/12/2015] [Accepted: 04/22/2015] [Indexed: 10/23/2022]
Abstract
Atherosclerosis is a chronic inflammatory disease of the arterial tree that develops at predisposed sites, coinciding with locations that are exposed to low or oscillating shear stress. Manipulating flow velocity, and concomitantly shear stress, has proven adequate to promote endothelial activation and subsequent plaque formation in animals. In this article, we will give an overview of the animal models that have been designed to study the causal relationship between shear stress and atherosclerosis by surgically manipulating blood flow velocity profiles. These surgically manipulated models include arteriovenous fistulas, vascular grafts, arterial ligation, and perivascular devices. We review these models of manipulated blood flow velocity from an engineering and biological perspective, focusing on the shear stress profiles they induce and the vascular pathology that is observed.
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Affiliation(s)
- Leah C Winkel
- Department of Biomedical Engineering, Erasmus Medical Center, PO Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Ayla Hoogendoorn
- Department of Biomedical Engineering, Erasmus Medical Center, PO Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Ruoyu Xing
- Department of Biomedical Engineering, Erasmus Medical Center, PO Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Jolanda J Wentzel
- Department of Biomedical Engineering, Erasmus Medical Center, PO Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Kim Van der Heiden
- Department of Biomedical Engineering, Erasmus Medical Center, PO Box 2040, 3000 CA Rotterdam, The Netherlands.
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167
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Andreou I, Antoniadis AP, Shishido K, Papafaklis MI, Koskinas KC, Chatzizisis YS, Coskun AU, Edelman ER, Feldman CL, Stone PH. How do we prevent the vulnerable atherosclerotic plaque from rupturing? Insights from in vivo assessments of plaque, vascular remodeling, and local endothelial shear stress. J Cardiovasc Pharmacol Ther 2015; 20:261-275. [PMID: 25336461 DOI: 10.1177/1074248414555005] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2014] [Accepted: 08/14/2014] [Indexed: 01/13/2023]
Abstract
Coronary atherosclerosis progresses both as slow, gradual enlargement of focal plaque and also as a more dynamic process with periodic abrupt changes in plaque geometry, size, and morphology. Systemic vasculoprotective therapies such as statins, angiotensin-converting enzyme inhibitors, and antiplatelet agents are the cornerstone of prevention of plaque rupture and new adverse clinical outcomes, but such systemic therapies are insufficient to prevent the majority of new cardiac events. Invasive imaging methods have been able to identify both the anatomic features of high-risk plaque and the ongoing pathobiological stimuli responsible for progressive plaque inflammation and instability and may provide sufficient information to formulate preventive local mechanical strategies (eg, preemptive percutaneous coronary interventions) to avert cardiac events. Local endothelial shear stress (ESS) triggers vascular phenomena that synergistically exacerbate atherosclerosis toward an unstable phenotype. Specifically, low ESS augments lipid uptake and catabolism, induces plaque inflammation and oxidation, downregulates the production, upregulates the degradation of extracellular matrix, and increases cellular apoptosis ultimately leading to thin-cap fibroatheromas and/or endothelial erosions. Increases in blood thrombogenicity that result from either high or low ESS also contribute to plaque destabilization. An understanding of the actively evolving vascular phenomena, as well as the development of in vivo imaging methodologies to identify the presence and severity of the different processes, may enable early identification of a coronary plaque destined to acquire a high-risk state and allow for highly selective, focal preventive interventions to avert the adverse natural history of that particular plaque. In this review, we focus on the role of ESS in the pathobiologic processes responsible for plaque destabilization, leading either to accelerated plaque growth or to acute coronary events, and emphasize the potential to utilize in vivo risk stratification of individual coronary plaques to optimize prevention strategies to preclude new cardiac events.
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Affiliation(s)
- Ioannis Andreou
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Antonios P Antoniadis
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Koki Shishido
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Michail I Papafaklis
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Konstantinos C Koskinas
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Yiannis S Chatzizisis
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Ahmet U Coskun
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Elazer R Edelman
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Charles L Feldman
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Peter H Stone
- The Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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168
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Antoniadis AP, Giannopoulos AA, Wentzel JJ, Joner M, Giannoglou GD, Virmani R, Chatzizisis YS. Impact of local flow haemodynamics on atherosclerosis in coronary artery bifurcations. EUROINTERVENTION 2015; 11 Suppl V:V18-22. [DOI: 10.4244/eijv11sva4] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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169
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Regular Drug-Eluting Stent vs Dedicated Coronary Bifurcation BiOSS Expert Stent: Multicenter Open-Label Randomized Controlled POLBOS I Trial. Can J Cardiol 2015; 31:671-8. [DOI: 10.1016/j.cjca.2014.12.024] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2014] [Revised: 12/23/2014] [Accepted: 12/23/2014] [Indexed: 01/01/2023] Open
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170
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Impact of top end anastomosis design on patency and flow stability in coronary artery bypass grafting. Heart Vessels 2015; 31:643-8. [DOI: 10.1007/s00380-015-0680-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2014] [Accepted: 03/06/2015] [Indexed: 11/25/2022]
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171
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Insights into the spatial distribution of lipid-rich plaques in relation to coronary artery bifurcations. Coron Artery Dis 2015; 26:133-41. [DOI: 10.1097/mca.0000000000000188] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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172
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GIL ROBERTJ, BIL JACEK, VASSILIEV DOBRIN, IÑIGO GARCIA LUISA. First-in-Man Study of Dedicated Bifurcation Sirolimus-eluting Stent: 12-month Results of BiOSS LIM® Registry. J Interv Cardiol 2015; 28:51-60. [DOI: 10.1111/joic.12180] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Affiliation(s)
- ROBERT J. GIL
- Invasive Cardiology Department; Central Clinical Hospital of the Ministry of Internal Affairs; Warsaw Poland
- Institute of Experimental and Clinical Medicine; Polish Academy of Science; Warsaw Poland
| | - JACEK BIL
- Invasive Cardiology Department; Central Clinical Hospital of the Ministry of Internal Affairs; Warsaw Poland
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173
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Fenning RS, Burgert ME, Hamamdzic D, Peyster EG, Mohler ER, Kangovi S, Jucker BM, Lenhard SC, Macphee CH, Wilensky RL. Atherosclerotic plaque inflammation varies between vascular sites and correlates with response to inhibition of lipoprotein-associated phospholipase A2. J Am Heart Assoc 2015; 4:jah3843. [PMID: 25672369 PMCID: PMC4345873 DOI: 10.1161/jaha.114.001477] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Despite systemic exposure to risk factors, the circulatory system develops varying patterns of atherosclerosis for unclear reasons. In a porcine model, we investigated the relationship between site‐specific lesion development and inflammatory pathways involved in the coronary arteries (CORs) and distal abdominal aortas (AAs). Methods and Results Diabetes mellitus (DM) and hypercholesterolemia (HC) were induced in 37 pigs with 3 healthy controls. Site‐specific plaque development was studied by comparing plaque severity, macrophage infiltration, and inflammatory gene expression between CORs and AAs of 17 DM/HC pigs. To assess the role of lipoprotein‐associated phospholipase A2 (Lp‐PLA2) in plaque development, 20 DM/HC pigs were treated with the Lp‐PLA2 inhibitor darapladib and compared with the 17 DM/HC untreated pigs. DM/HC caused site‐specific differences in plaque severity. In the AAs, normalized plaque area was 4.4‐fold higher (P<0.001) and there were more fibroatheromas (9 of the 17 animals had a fibroatheroma in the AA and not the COR, P=0.004), while normalized macrophage staining area was 1.5‐fold higher (P=0.011) compared with CORs. DM/HC caused differential expression of 8 of 87 atherosclerotic genes studied, including 3 important in inflammation with higher expression in the CORs. Darapladib‐induced attenuation of normalized plaque area was site‐specific, as CORs responded 2.9‐fold more than AAs (P=0.045). Conclusions While plaque severity was worse in the AAs, inflammatory genes and inflammatory pathways that use Lp‐PLA2 were more important in the CORs. Our results suggest fundamental differences in inflammation between vascular sites, an important finding for the development of novel anti‐inflammatory therapeutics.
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Affiliation(s)
- Robert S Fenning
- Hospital of the University of Pennsylvania, Philadelphia, PA (R.S.F., D.H., E.G.P., E.R.M., S.K., R.L.W.)
| | - Mark E Burgert
- GlaxoSmithKline, King of Prussia, PA (M.E.B., B.M.J., S.C.L., C.H.M.)
| | - Damir Hamamdzic
- Hospital of the University of Pennsylvania, Philadelphia, PA (R.S.F., D.H., E.G.P., E.R.M., S.K., R.L.W.)
| | - Eliot G Peyster
- Hospital of the University of Pennsylvania, Philadelphia, PA (R.S.F., D.H., E.G.P., E.R.M., S.K., R.L.W.)
| | - Emile R Mohler
- Hospital of the University of Pennsylvania, Philadelphia, PA (R.S.F., D.H., E.G.P., E.R.M., S.K., R.L.W.)
| | - Shreya Kangovi
- Hospital of the University of Pennsylvania, Philadelphia, PA (R.S.F., D.H., E.G.P., E.R.M., S.K., R.L.W.)
| | - Beat M Jucker
- GlaxoSmithKline, King of Prussia, PA (M.E.B., B.M.J., S.C.L., C.H.M.)
| | - Stephen C Lenhard
- GlaxoSmithKline, King of Prussia, PA (M.E.B., B.M.J., S.C.L., C.H.M.)
| | - Colin H Macphee
- GlaxoSmithKline, King of Prussia, PA (M.E.B., B.M.J., S.C.L., C.H.M.)
| | - Robert L Wilensky
- Hospital of the University of Pennsylvania, Philadelphia, PA (R.S.F., D.H., E.G.P., E.R.M., S.K., R.L.W.)
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174
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Frattolin J, Zarandi MM, Pagiatakis C, Bertrand OF, Mongrain R. Numerical study of stenotic side branch hemodynamics in true bifurcation lesions. Comput Biol Med 2015; 57:130-8. [DOI: 10.1016/j.compbiomed.2014.11.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2014] [Revised: 11/19/2014] [Accepted: 11/28/2014] [Indexed: 11/15/2022]
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175
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Hetterich H, Jaber A, Gehring M, Curta A, Bamberg F, Filipovic N, Rieber J. Coronary computed tomography angiography based assessment of endothelial shear stress and its association with atherosclerotic plaque distribution in-vivo. PLoS One 2015; 10:e0115408. [PMID: 25635397 PMCID: PMC4312082 DOI: 10.1371/journal.pone.0115408] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2014] [Accepted: 11/22/2014] [Indexed: 12/15/2022] Open
Abstract
Purpose The relationship between low endothelial shear stress (ESS) and coronary atherosclerosis is well established. ESS assessment so far depended on invasive procedures. The aim of this study was to demonstrate the relationship between ESS and coronary atherosclerosis by using non-invasive coronary computed tomography angiography (CTA) for computational fluid dynamics (CFD) simulations. Methods A total number of 7 consecutive patients with suspected coronary artery disease who received CTA and invasive angiography with IVUS analysis were included in this study. CTA examinations were performed using a dual-source scanner. These datasets were used to build a 3D mesh model. CFD calculations were performed using a validated CFD solver. The presence of plaque was assumed if the thickness of the intima-media complex exceeded 0.3 mm in IVUS. Plaque composition was derived by IVUS radiofrequency data analysis. Results Plaque was present in 32.1% of all analyzed cross-sections. Plaque prevalence was highest in areas of low ESS (49.6%) and high ESS (34.8%). In parts exposed to intermediate-low and intermediate-high ESS few plaques were found (20.0% and 24.0%) (p<0.001). Wall thickness was closely associated with local ESS. Intima-media thickness was 0.43±0.34mm in low and 0.38±0.32mm in high ESS segments. It was significantly lower when the arterial wall was exposed to intermediate ESS (0.25±0.18mm and 0.28 ± 0.20mm) (p<0.001). Fibrofatty tissue was predominately found in areas exposed to low ESS (p≤0.023). Conclusions In this study a close association of atherosclerotic plaque distribution and ESS pattern could be demonstrated in-vivo. Adding CFD analysis to coronary CTA offers the possibility to gather morphologic and physiologic data within one non-invasive examination.
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Affiliation(s)
- Holger Hetterich
- Institute of Clinical Radiology, Ludwig-Maximilians-University Hospital, Munich, Germany
- * E-mail:
| | - Ahmad Jaber
- Department of Cardiology, Ludwig-Maximilians-University Hospital, Munich, Germany
| | - Moritz Gehring
- Department of Cardiology, Ludwig-Maximilians-University Hospital, Munich, Germany
| | - Adrian Curta
- Department of Cardiology, Ludwig-Maximilians-University Hospital, Munich, Germany
| | - Fabian Bamberg
- Institute of Clinical Radiology, Ludwig-Maximilians-University Hospital, Munich, Germany
| | - Nenad Filipovic
- Faculty of Mechanical Engineering, University of Kragujevac, Kragujevac, Serbia
| | - Johannes Rieber
- Department of Cardiology and Intensive Care Medicine, Heart Center Munich-Bogenhausen, Munich, Germany
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176
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Modulation of lipid homeostasis in response to continuous or intermittent high-fat diet in pigs. Animal 2015; 9:1000-7. [DOI: 10.1017/s1751731114003292] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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177
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Abstract
This review examines the emerging role of endothelial shear stress (ESS) and blood viscosity on the initiation and progression of atherosclerosis in peripheral arterial disease. Among the variables determining ESS, blood viscosity has to date been the most overlooked by clinical researchers. Blood viscosity is a laboratory assessment that is minimally invasive and modifiable using pharmacologic therapy as well as by hemodilution. Monitoring and controlling blood viscosity not only modulates ESS, but also reduces peripheral vascular resistance and increases blood flow to the lower extremities.
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178
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Selwaness M, van den Bouwhuijsen Q, van Onkelen RS, Hofman A, Franco OH, van der Lugt A, Wentzel JJ, Vernooij M. Atherosclerotic Plaque in the Left Carotid Artery Is More Vulnerable Than in the Right. Stroke 2014; 45:3226-30. [DOI: 10.1161/strokeaha.114.005202] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background and Purpose—
Ischemic stroke is more often diagnosed in the left hemisphere than in the right. It is unknown whether this asymmetrical prevalence relates to differences in carotid atherosclerosis. We compared atherosclerotic plaque prevalence, severity, and composition between left and right carotid arteries.
Methods—
In a population-based cohort, carotid MRI scanning was performed in 1414 stroke-free participants (≥45 years). Using a multisequence MRI protocol, we assessed the prevalence, stenosis, and thickness of the plaque and its predominant component (ie, lipid core, intraplaque hemorrhage, calcification, or fibrous tissue in each carotid artery). Differences between left and right side were tested using paired
t
tests, McNemar test and Generalized Estimating Equation analyses.
Results—
The majority (85%) of the participants had bilateral carotid plaques. Unilateral plaques were twice more prevalent on the left than on the right side (67% versus 33%;
P
<0.001). Plaque thickness was also greater on the left (3.1±1.2 versus 2.9±1.3 mm;
P
<0.001); degree of stenosis did not differ. Intraplaque hemorrhage and fibrous tissue were more prevalent on the left (9.1 versus 5.9%;
P
<0.001 and 45.0 versus 38.5%;
P
<0.001), whereas calcification occurred more often on the right (37.4 versus 31.6% at the left;
P
<0.001). Lipid was equally distributed.
Conclusions—
Carotid atherosclerotic plaque size and composition are not symmetrically distributed. Predominance of intraplaque hemorrhage in left-sided carotid plaques suggests a greater vulnerability as opposed to right-sided plaques, which are more calcified and therefore considered more stable.
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Affiliation(s)
- Mariana Selwaness
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
| | - Quirijn van den Bouwhuijsen
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
| | - Robbert S. van Onkelen
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
| | - Albert Hofman
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
| | - Oscar H. Franco
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
| | - Aad van der Lugt
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
| | - Jolanda J. Wentzel
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
| | - Meike Vernooij
- From the Departments of Epidemiology (M.S., Q.v.d.B., R.S.v.O., A.H., O.H.F., M.V.), Radiology (Q.v.d.B., A.v.d.L., M.V.), and Cardiology (J.J.W.), Erasmus MC, Rotterdam, The Netherlands
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179
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Kwak BR, Bäck M, Bochaton-Piallat ML, Caligiuri G, Daemen MJAP, Davies PF, Hoefer IE, Holvoet P, Jo H, Krams R, Lehoux S, Monaco C, Steffens S, Virmani R, Weber C, Wentzel JJ, Evans PC. Biomechanical factors in atherosclerosis: mechanisms and clinical implications. Eur Heart J 2014; 35:3013-20, 3020a-3020d. [PMID: 25230814 DOI: 10.1093/eurheartj/ehu353] [Citation(s) in RCA: 343] [Impact Index Per Article: 31.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Blood vessels are exposed to multiple mechanical forces that are exerted on the vessel wall (radial, circumferential and longitudinal forces) or on the endothelial surface (shear stress). The stresses and strains experienced by arteries influence the initiation of atherosclerotic lesions, which develop at regions of arteries that are exposed to complex blood flow. In addition, plaque progression and eventually plaque rupture is influenced by a complex interaction between biological and mechanical factors-mechanical forces regulate the cellular and molecular composition of plaques and, conversely, the composition of plaques determines their ability to withstand mechanical load. A deeper understanding of these interactions is essential for designing new therapeutic strategies to prevent lesion development and promote plaque stabilization. Moreover, integrating clinical imaging techniques with finite element modelling techniques allows for detailed examination of local morphological and biomechanical characteristics of atherosclerotic lesions that may be of help in prediction of future events. In this ESC Position Paper on biomechanical factors in atherosclerosis, we summarize the current 'state of the art' on the interface between mechanical forces and atherosclerotic plaque biology and identify potential clinical applications and key questions for future research.
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Affiliation(s)
- Brenda R Kwak
- Department of Pathology and Immunology, University of Geneva, CMU, Rue Michel-Servet 1, CH-1211 Geneva, Switzerland
| | | | | | | | | | | | - Imo E Hoefer
- University Medical Center Urecht, Utrecht, The Netherlands
| | | | | | | | | | | | | | | | | | | | - Paul C Evans
- Department of Cardiovascular Science, Medical School, University of Sheffield, Beech Hill Road, Sheffield S10 2RX, UK
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180
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Sun Z, Xu L. Computational fluid dynamics in coronary artery disease. Comput Med Imaging Graph 2014; 38:651-63. [PMID: 25262321 DOI: 10.1016/j.compmedimag.2014.09.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2014] [Revised: 08/22/2014] [Accepted: 09/03/2014] [Indexed: 01/01/2023]
Abstract
Computational fluid dynamics (CFD) is a widely used method in mechanical engineering to solve complex problems by analysing fluid flow, heat transfer, and associated phenomena by using computer simulations. In recent years, CFD has been increasingly used in biomedical research of coronary artery disease because of its high performance hardware and software. CFD techniques have been applied to study cardiovascular haemodynamics through simulation tools to predict the behaviour of circulatory blood flow in the human body. CFD simulation based on 3D luminal reconstructions can be used to analyse the local flow fields and flow profiling due to changes of coronary artery geometry, thus, identifying risk factors for development and progression of coronary artery disease. This review aims to provide an overview of the CFD applications in coronary artery disease, including biomechanics of atherosclerotic plaques, plaque progression and rupture; regional haemodynamics relative to plaque location and composition. A critical appraisal is given to a more recently developed application, fractional flow reserve based on CFD computation with regard to its diagnostic accuracy in the detection of haemodynamically significant coronary artery disease.
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Affiliation(s)
- Zhonghua Sun
- Discipline of Medical Imaging, Department of Imaging and Applied Physics, Curtin University, Perth, Western Australia 6845, Australia.
| | - Lei Xu
- Department of Radiology, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.
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181
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Millon A, Canet-Soulas E, Boussel L, Fayad Z, Douek P. Animal models of atherosclerosis and magnetic resonance imaging for monitoring plaque progression. Vascular 2014; 22:221-37. [DOI: 10.1177/1708538113478758] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Atherosclerosis, the main cause of heart attack and stroke, is the leading cause of death in most modern countries. Preventing clinical events depends on a better understanding of the mechanism of atherosclerotic plaque destabilization. Our knowledge on the characteristics of vulnerable plaques in humans has grown past decades. Histological studies have provided a precise definition of high-risk lesions and novel imaging methods for human atherosclerotic plaque characterization have made significant progress. However the pathological mechanisms leading from stable lesions to the formation of vulnerable plaques remain uncertain and the related clinical events are unpredictable. An animal model mimicking human plaque destablization is required as well as an in vivo imaging method to assess and monitor atherosclerosis progression. Magnetic resonance imaging (MRI) is increasingly used for in vivo assessment of atherosclerotic plaques in the human carotids. MRI provides well-characterized morphological and functional features of human atherosclerotic plaque which can be also assessed in animal models. This review summarizes the most common species used as animal models for experimental atherosclerosis, the techniques to induce atherosclerosis and to obtain vulnerable plaques, together with the role of MRI for monitoring atherosclerotic plaques in animals.
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Affiliation(s)
- Antoine Millon
- Department of Vascular Surgery, University Hospital of Lyon, 69000 Lyon, France
- CREATIS, UMR CNRS 5515, INSERM U630, Lyon University, 69000 Lyon, France
| | | | - Loic Boussel
- CREATIS, UMR CNRS 5515, INSERM U630, Lyon University, 69000 Lyon, France
- Department of Radiology, Hôpital Cardiovasculaire et Pneumologique, Louis Pradel, 69000 Lyon, France
| | - Zahi Fayad
- Translational and Molecular Imaging Institute, Mount Sinai School of Medicine, New York, NY 10029, USA
| | - Philippe Douek
- CREATIS, UMR CNRS 5515, INSERM U630, Lyon University, 69000 Lyon, France
- Department of Radiology, Hôpital Cardiovasculaire et Pneumologique, Louis Pradel, 69000 Lyon, France
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182
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Papadopoulou SL, Girasis C, Gijsen FJ, Rossi A, Ottema J, van der Giessen AG, Schuurbiers JC, Garcia-Garcia HM, de Feyter PJ, Wentzel JJ. A CT-based medina classification in coronary bifurcations: Does the lumen assessment provide sufficient information? Catheter Cardiovasc Interv 2014; 84:445-52. [DOI: 10.1002/ccd.25496] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2013] [Revised: 01/16/2014] [Accepted: 03/12/2014] [Indexed: 11/11/2022]
Affiliation(s)
- Stella-Lida Papadopoulou
- Department of Cardiology; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
- Department of Radiology; Erasmus MC; 3000 CA Rotterdam The Netherlands
| | - Chrysafios Girasis
- Department of Cardiology; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
| | - Frank J. Gijsen
- Department of Biomedical Engineering; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
| | - Alexia Rossi
- Department of Cardiology; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
- Department of Radiology; Erasmus MC; 3000 CA Rotterdam The Netherlands
| | - Jade Ottema
- Department of Biomedical Engineering; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
| | - Alina G. van der Giessen
- Department of Biomedical Engineering; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
| | - Johan C. Schuurbiers
- Department of Biomedical Engineering; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
| | | | - Pim J. de Feyter
- Department of Cardiology; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
- Department of Radiology; Erasmus MC; 3000 CA Rotterdam The Netherlands
| | - Jolanda J. Wentzel
- Department of Biomedical Engineering; Thoraxcenter, Erasmus MC; 3000 CA Rotterdam The Netherlands
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183
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Fraga-Silva RA, Savergnini SQ, Montecucco F, Nencioni A, Caffa I, Soncini D, Costa-Fraga FP, De Sousa FB, Sinisterra RD, Capettini LAS, Lenglet S, Galan K, Pelli G, Bertolotto M, Pende A, Spinella G, Pane B, Dallegri F, Palombo D, Mach F, Stergiopulos N, Santos RAS, da Silva RF. Treatment with Angiotensin-(1-7) reduces inflammation in carotid atherosclerotic plaques. Thromb Haemost 2014; 111:736-747. [PMID: 24499778 DOI: 10.1160/th13-06-0448] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 11/11/2013] [Indexed: 11/05/2022]
Abstract
Angiotensin (Ang)-(1-7), acting through the receptor Mas, has atheroprotective effects; however, its role on plaque vulnerability has been poorly studied. Here, we investigated the expression of the renin-angiotensin system (RAS) components in stable and unstable human carotid plaques. In addition, we evaluated the effects of the chronic treatment with an oral formulation of Ang-(1-7) in a mouse model of shear stress-determined carotid atherosclerotic plaque. Upstream and downstream regions of internal carotid plaques were obtained from a recently published cohort of patients asymptomatic or symptomatic for ischaemic stroke. Angiotensinogen and renin genes were strongly expressed in the entire cohort, indicating an intense intraplaque modulation of the RAS. Intraplaque expression of the Mas receptor mRNA was increased in the downstream portion of asymptomatic patients as compared to corresponding region in symptomatic patients. Conversely, AT1 receptor gene expression was not modified between asymptomatic and symptomatic patients. Treatment with Ang-(1-7) in ApoE-/- mice was associated with increased intraplaque collagen content in the aortic root and low shear stress-induced carotid plaques, and a decreased MMP-9 content and neutrophil and macrophage infiltration. These beneficial effects were not observed in the oscillatory shear stress-induced plaque. In vitro incubation with Ang-(1-7) did not affect ICAM-1 expression and apoptosis on cultured endothelial cells. In conclusion, Mas receptor is up regulated in the downstream portions of human stable carotid plaques as compared to unstable lesions. Treatment with the oral formulation of Ang-(1-7) enhances a more stable phenotype in atherosclerotic plaques, depending on the local pattern of shear stress forces.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Robson A S Santos
- Robson Augusto Souza dos Santos, Departamento de Fisiologia e Biofísica, Federal University of Minas Gerais, Av. Antonio Carlos, 6627 - UFMG, 31270-901 - Belo Horizonte, MG, Brazil, Tel.: +55 31 3409 2956, E-mail:
| | - Rafaela F da Silva
- Rafaela Fernandes da Silva, Departamento de Fisiologia e Biofísica, Federal University of Minas Gerais, Av. Antonio Carlos, 6627 - UFMG, 31270-901 - Belo Horizonte, MG, Brazil, Tel.: +55 31 3409 2956, E-mail:
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184
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Corban MT, Eshtehardi P, Suo J, McDaniel MC, Timmins LH, Rassoul-Arzrumly E, Maynard C, Mekonnen G, King S, Quyyumi AA, Giddens DP, Samady H. Combination of plaque burden, wall shear stress, and plaque phenotype has incremental value for prediction of coronary atherosclerotic plaque progression and vulnerability. Atherosclerosis 2014; 232:271-6. [DOI: 10.1016/j.atherosclerosis.2013.11.049] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2013] [Revised: 11/12/2013] [Accepted: 11/15/2013] [Indexed: 01/17/2023]
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185
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Giannopoulos A, S Chatzizisis Y, D Giannoglou G. Optical coherence tomography: an arrow in our quiver. Expert Rev Cardiovasc Ther 2014; 10:539-41. [DOI: 10.1586/erc.12.44] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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186
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Wentzel JJ, Schuurbiers JC, Gonzalo Lopez N, Gijsen FJ, van der Giessen AG, Groen HC, Dijkstra J, Garcia-Garcia HM, Serruys PW. In vivo assessment of the relationship between shear stress and necrotic core in early and advanced coronary artery disease. EUROINTERVENTION 2013; 9:989-95; discussion 995. [DOI: 10.4244/eijv9i8a165] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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187
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Koskinas KC, Chatzizisis YS, Papafaklis MI, Coskun AU, Baker AB, Jarolim P, Antoniadis A, Edelman ER, Stone PH, Feldman CL. Synergistic effect of local endothelial shear stress and systemic hypercholesterolemia on coronary atherosclerotic plaque progression and composition in pigs. Int J Cardiol 2013; 169:394-401. [PMID: 24148915 PMCID: PMC4191915 DOI: 10.1016/j.ijcard.2013.10.021] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2013] [Accepted: 10/05/2013] [Indexed: 01/06/2023]
Abstract
BACKGROUND Systemic risk factors and local hemodynamic factors both contribute to coronary atherosclerosis, but their possibly synergistic inter-relationship remains unknown. The purpose of this natural history study was to investigate the combined in-vivo effect of varying levels of systemic hypercholesterolemia and local endothelial shear stress (ESS) on subsequent plaque progression and histological composition. METHODS Diabetic, hyperlipidemic swine with higher systemic total cholesterol (TC) (n=4) and relatively lower TC levels (n=5) underwent three-vessel intravascular ultrasound (IVUS) at 3-5 consecutive time-points in-vivo. ESS was calculated serially using computational fluid dynamics. 3-D reconstructed coronary arteries were divided into 3mm-long segments (n=595), which were stratified according to higher vs. relatively lower TC and low (<1.2Pa) vs. higher local ESS (≥1.2Pa). Arteries were harvested at 9months, and a subset of segments (n=114) underwent histopathologic analyses. RESULTS Change of plaque volume (ΔPV) by IVUS over time was most pronounced in low-ESS segments from higher-TC animals. Notably, higher-ESS segments from higher-TC animals had greater ΔPV compared to low-ESS segments from lower-TC animals (p<0.001). The time-averaged ESS in segments that resulted in significant plaque increased with increasing TC levels (slope: 0.24Pa/100mg/dl; r=0.80; p<0.01). At follow-up, low-ESS segments from higher-TC animals had the highest mRNA levels of lipoprotein receptors and inflammatory mediators and, consequently, the greatest lipid accumulation and inflammation. CONCLUSIONS This study redefines the principle concept that "low" ESS promotes coronary plaque growth and vulnerability by demonstrating that: (i.) the pro-atherogenic threshold of low ESS is not uniform, but cholesterol-dependent; and (ii.) the atherogenic effects of local low ESS are amplified, and the athero-protective effects of higher ESS may be outweighed, by increasing cholesterol levels. Intense hypercholesterolemia and very low ESS are synergistic in favoring rapid atheroma progression and high-risk composition.
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Affiliation(s)
- Konstantinos C. Koskinas
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Yiannis S. Chatzizisis
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Michail I. Papafaklis
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Ahmet U. Coskun
- Mechanical and Industrial Engineering, Northeastern University, Boston, MA
| | - Aaron B. Baker
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Petr Jarolim
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Antonios Antoniadis
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Elazer R. Edelman
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Peter H. Stone
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Charles L. Feldman
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
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188
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Abstract
At least 468 individual genes have been manipulated by molecular methods to study their effects on the initiation, promotion, and progression of atherosclerosis. Most clinicians and many investigators, even in related disciplines, find many of these genes and the related pathways entirely foreign. Medical schools generally do not attempt to incorporate the relevant molecular biology into their curriculum. A number of key signaling pathways are highly relevant to atherogenesis and are presented to provide a context for the gene manipulations summarized herein. The pathways include the following: the insulin receptor (and other receptor tyrosine kinases); Ras and MAPK activation; TNF-α and related family members leading to activation of NF-κB; effects of reactive oxygen species (ROS) on signaling; endothelial adaptations to flow including G protein-coupled receptor (GPCR) and integrin-related signaling; activation of endothelial and other cells by modified lipoproteins; purinergic signaling; control of leukocyte adhesion to endothelium, migration, and further activation; foam cell formation; and macrophage and vascular smooth muscle cell signaling related to proliferation, efferocytosis, and apoptosis. This review is intended primarily as an introduction to these key signaling pathways. They have become the focus of modern atherosclerosis research and will undoubtedly provide a rich resource for future innovation toward intervention and prevention of the number one cause of death in the modern world.
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Affiliation(s)
- Paul N Hopkins
- Cardiovascular Genetics, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA.
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189
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Abstract
PURPOSE We investigated whether local hemodynamics were associated with sites of plaque erosion and hypothesized that patients with plaque erosion have locally elevated WSS magnitude in regions where erosion has occurred. METHODS We generated 3D, patient-specific models of coronary arteries from biplane angiographic images in 3 human patients with plaque erosion diagnosed by optical coherence tomography (OCT). Using computational fluid dynamics, we simulated pulsatile blood flow and calculated both wall shear stress (WSS) and oscillatory shear index (OSI). We also investigated anatomic features of plaque erosion sites by examining branching and local curvature in x-ray angiograms of barium-perfused autopsy hearts. RESULTS Neither high nor low magnitudes of mean WSS were associated with sites of plaque erosion. OSI and local curvature were also not associated with erosion. Anatomically, 8 of 13 hearts had a nearby bifurcation upstream of the site of plaque erosion. CONCLUSIONS This study provides preliminary evidence that neither hemodynamics nor anatomy are predictors of plaque erosion, based upon a very unique dataset. Our sample sizes are small, but this dataset suggests that high magnitudes of wall shear stress, one potential mechanism for inducing plaque erosion, are not necessary for erosion to occur.
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190
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Peiffer V, Sherwin SJ, Weinberg PD. Does low and oscillatory wall shear stress correlate spatially with early atherosclerosis? A systematic review. Cardiovasc Res 2013; 99:242-50. [PMID: 23459102 PMCID: PMC3695746 DOI: 10.1093/cvr/cvt044] [Citation(s) in RCA: 250] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2012] [Revised: 02/12/2013] [Accepted: 02/19/2013] [Indexed: 01/19/2023] Open
Abstract
Low and oscillatory wall shear stress is widely assumed to play a key role in the initiation and development of atherosclerosis. Indeed, some studies have relied on the low shear theory when developing diagnostic and treatment strategies for cardiovascular disease. We wished to ascertain if this consensus is justified by published data. We performed a systematic review of papers that compare the localization of atherosclerotic lesions with the distribution of haemodynamic indicators calculated using computational fluid dynamics. The review showed that although many articles claim their results conform to the theory, it has been interpreted in different ways: a range of metrics has been used to characterize the distribution of disease, and they have been compared with a range of haemodynamic factors. Several studies, including all of those making systematic point-by-point comparisons of shear and disease, failed to find the expected relation. The various pre- and post-processing techniques used by different groups have reduced the range of shears over which correlations were sought, and in some cases are mutually incompatible. Finally, only a subset of the known patterns of disease has been investigated. The evidence for the low/oscillatory shear theory is less robust than commonly assumed. Longitudinal studies starting from the healthy state, or the collection of average flow metrics derived from large numbers of healthy vessels, both in conjunction with point-by-point comparisons using appropriate statistical techniques, will be necessary to improve our understanding of the relation between blood flow and atherogenesis.
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Affiliation(s)
- Veronique Peiffer
- Department of Bioengineering, Imperial College London, London SW7 2AZ, UK
- Department of Aeronautics, Imperial College London, London SW7 2AZ, UK
| | | | - Peter D. Weinberg
- Department of Bioengineering, Imperial College London, London SW7 2AZ, UK
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191
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Koskinas KC, Sukhova GK, Baker AB, Papafaklis MI, Chatzizisis YS, Coskun AU, Quillard T, Jonas M, Maynard C, Antoniadis AP, Shi GP, Libby P, Edelman ER, Feldman CL, Stone PH. Thin-capped atheromata with reduced collagen content in pigs develop in coronary arterial regions exposed to persistently low endothelial shear stress. Arterioscler Thromb Vasc Biol 2013; 33:1494-1504. [PMID: 23640495 PMCID: PMC3954496 DOI: 10.1161/atvbaha.112.300827] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Accepted: 04/22/2013] [Indexed: 12/20/2022]
Abstract
OBJECTIVE The mechanisms promoting the focal formation of rupture-prone coronary plaques in vivo remain incompletely understood. This study tested the hypothesis that coronary regions exposed to low endothelial shear stress (ESS) favor subsequent development of collagen-poor, thin-capped plaques. APPROACH AND RESULTS Coronary angiography and 3-vessel intravascular ultrasound were serially performed at 5 consecutive time points in vivo in 5 diabetic, hypercholesterolemic pigs. ESS was calculated along the course of each artery with computational fluid dynamics at all 5 time points. At follow-up, 184 arterial segments with previously identified in vivo ESS underwent histopathologic analysis. Compared with other plaque types, eccentric thin-capped atheromata developed more in segments that experienced lower ESS during their evolution. Compared with lesions with higher preceding ESS, segments persistently exposed to low ESS (<1.2 Pa) exhibited reduced intimal smooth muscle cell content; marked intimal smooth muscle cell phenotypic modulation; attenuated procollagen-I gene expression; increased gene and protein expression of the interstitial collagenases matrix-metalloproteinase-1, -8, -13, and -14; increased collagenolytic activity; reduced collagen content; and marked thinning of the fibrous cap. CONCLUSIONS Eccentric thin-capped atheromata, lesions particularly prone to rupture, form more frequently in coronary regions exposed to low ESS throughout their evolution. By promoting an imbalance of attenuated synthesis and augmented collagen breakdown, low ESS favors the focal evolution of early lesions toward plaques with reduced collagen content and thin fibrous caps-2 critical determinants of coronary plaque vulnerability.
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MESH Headings
- Animals
- Collagen Type I/genetics
- Collagen Type I/metabolism
- Coronary Angiography
- Coronary Artery Disease/diagnosis
- Coronary Artery Disease/etiology
- Coronary Artery Disease/genetics
- Coronary Artery Disease/metabolism
- Coronary Artery Disease/physiopathology
- Coronary Circulation
- Coronary Vessels/diagnostic imaging
- Coronary Vessels/metabolism
- Coronary Vessels/pathology
- Coronary Vessels/physiopathology
- Diabetes Mellitus, Experimental/complications
- Disease Progression
- Endothelium, Vascular/metabolism
- Endothelium, Vascular/pathology
- Endothelium, Vascular/physiopathology
- Hypercholesterolemia/complications
- Male
- Matrix Metalloproteinases/genetics
- Matrix Metalloproteinases/metabolism
- Muscle, Smooth, Vascular/metabolism
- Muscle, Smooth, Vascular/pathology
- Myocytes, Smooth Muscle/metabolism
- Myocytes, Smooth Muscle/pathology
- Neointima
- Phenotype
- Plaque, Atherosclerotic
- Procollagen/genetics
- Procollagen/metabolism
- Rupture, Spontaneous
- Stress, Mechanical
- Swine
- Time Factors
- Ultrasonography, Interventional
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Affiliation(s)
- Konstantinos C. Koskinas
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Galina K. Sukhova
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Aaron B. Baker
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
- Department of Biomedical Engineering, University of Texas at Austin, Austin, TX
| | - Michail I. Papafaklis
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Yiannis S. Chatzizisis
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Ahmet U. Coskun
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Thibaut Quillard
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Michael Jonas
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Charles Maynard
- Department of Health Services, University of Washington, Seattle, WA
| | - Antonios P. Antoniadis
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Guo-Ping Shi
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Peter Libby
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Elazer R. Edelman
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
- Harvard-MIT Division of Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, MA
| | - Charles L. Feldman
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Peter H. Stone
- Cardiovascular Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
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192
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Markl M, Brendecke SM, Simon J, Barker AJ, Weiller C, Harloff A. Co-registration of the distribution of wall shear stress and 140 complex plaques of the aorta. Magn Reson Imaging 2013; 31:1156-62. [PMID: 23773622 DOI: 10.1016/j.mri.2013.05.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Revised: 05/01/2013] [Accepted: 05/04/2013] [Indexed: 11/17/2022]
Abstract
Previous studies provide evidence that atherosclerosis develops in vascular regions exposed to low wall shear stress (WSS) and high oscillatory shear index (OSI). 4D flow MRI was analyzed in 70 stroke patients with complex plaques (≥4 mm thickness, ulcerated or superimposed thrombi) and in 12 young healthy volunteers. The segmental distribution of peak systolic WSSsystole and OSI was quantified in analysis planes positioned directly at the location of 140 complex plaques found in the 70 patients. In addition, WSSsystole and OSI were evaluated in 8 standard analysis planes distributed along the aorta. Complex plaques were predominantly found at the inner curvature of the aortic arch and of the descending aorta. High OSI was co-located with the segments mostly affected by complex plaque while WSSsystole demonstrated a homogenous distribution. In standard analysis planes, patients demonstrated significantly (p<0.01) altered distribution of wall parameters compared to volunteers (reduced WSSsystole in 91% of aortic wall segments, increased OSI in 48% of segments). OSI distribution was asymmetric with higher values at the inner curvature of the aorta. While WSS and OSI showed expected changes in patients compared to healthy controls, their distribution pattern at complex plaques indicated a more complex and heterogeneous relationship than previously anticipated.
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Affiliation(s)
- Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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193
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Corban MT, Eshtehardi P, Samady H. Fractional flow reserve for the assessment of complex multivessel disease in a patient after hybrid coronary revascularization. Catheter Cardiovasc Interv 2013; 81:1169-73. [PMID: 22899601 DOI: 10.1002/ccd.24605] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2012] [Accepted: 08/02/2012] [Indexed: 11/09/2022]
Abstract
We present a case of a 43-year-old woman with history of hybrid coronary revascularization [endoscopic atraumatic coronary artery bypass (ACAB)] of left internal mammary artery (LIMA) to the left anterior descending artery (LAD) and stent implantation in right coronary artery (RCA), who presented 6 years later with recurrent atypical angina. Coronary angiography revealed patent LIMA to LAD and RCA stent, with a new lesion in an obtuse marginal artery and significant progression of disease in the proximal/mid LAD proximal to LIMA touchdown. To further evaluate the hemodynamic significance of these new disease segments, the patient underwent fractional flow reserve (FFR) assessment of the left coronary system with subsequent stent implantation in the proximal/mid LAD. This case illustrates (1) the critical value of FFR assessment in determining the ischemia provoking lesions in this post ACAB patient with complex multivessel coronary artery disease; and (2) the accelerated progression of atherosclerosis in bypassed segments as compared to segments proximal to stents.
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Affiliation(s)
- Michel T Corban
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia 30322, USA
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194
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Seneviratne A, Hulsmans M, Holvoet P, Monaco C. Biomechanical factors and macrophages in plaque stability. Cardiovasc Res 2013; 99:284-93. [DOI: 10.1093/cvr/cvt097] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
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195
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Frueh J, Maimari N, Homma T, Bovens SM, Pedrigi RM, Towhidi L, Krams R. Systems biology of the functional and dysfunctional endothelium. Cardiovasc Res 2013; 99:334-41. [PMID: 23650287 DOI: 10.1093/cvr/cvt108] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
This review provides an overview of the effect of blood flow on endothelial cell (EC) signalling pathways, applying microarray technologies to cultured cells, and in vivo studies of normal and atherosclerotic animals. It is found that in cultured ECs, 5-10% of genes are up- or down-regulated in response to fluid flow, whereas only 3-6% of genes are regulated by varying levels of fluid flow. Of all genes, 90% are regulated by the steady part of fluid flow and 10% by pulsatile components. The associated gene profiles show high variability from experiment to experiment depending on experimental conditions, and importantly, the bioinformatical methods used to analyse the data. Despite this high variability, the current data sets can be summarized with the concept of endothelial priming. In this concept, fluid flows confer protection by an up-regulation of anti-atherogenic, anti-thrombotic, and anti-inflammatory gene signatures. Consequently, predilection sites of atherosclerosis, which are associated with low-shear stress, confer low protection for atherosclerosis and are, therefore, more sensitive to high cholesterol levels. Recent studies in intact non-atherosclerotic animals confirmed these in vitro studies, and suggest that a spatial component might be present. Despite the large variability, a few signalling pathways were consistently present in the majority of studies. These were the MAPK, the nuclear factor-κB, and the endothelial nitric oxide synthase-NO pathways.
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Affiliation(s)
- Jennifer Frueh
- Department of Bioengineering, Royal School of Mines, Imperial College London, Exhibition Road, SW7 2AZ London, UK
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196
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Katranas SA, Kelekis AL, Antoniadis AP, Chatzizisis YS, Giannoglou GD. Association of remodeling with endothelial shear stress, plaque elasticity, and volume in coronary arteries: a pilot coronary computed tomography angiography study. Angiology 2013; 65:413-9. [PMID: 23567480 DOI: 10.1177/0003319713483543] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We sought to noninvasively assess the relationship between arterial remodeling, endothelial shear stress (ESS), and wall stiffness in coronary arteries. We studied 28 coronary arteries from 22 patients undergoing coronary computed tomography angiography (CCTA). The ESS was calculated in 2-mm long segments using computational fluid dynamics. Local remodeling, plaque dimensions, and local wall stiffness were assessed in each segment. The ESS was lower in the regions of excessive expansive remodeling versus compensatory expansive versus inadequate expansive versus constrictive remodeling. Areas of decreased wall stiffness more frequently exhibited excessive expansive remodeling. Plaque volume was higher in segments showing excessive expansive and inadequate remodeling than segments with constrictive remodeling. In conclusion, CCTA enables the noninvasive assessment of coronary hemodynamics and arterial/plaque morphology. Excessive expansive remodeling is associated with high-risk plaque features, such as low ESS, decreased plaque stiffness, and increased plaque volume. This methodology may be useful in the risk assessment of individual coronary lesions.
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Affiliation(s)
- Sotirios A Katranas
- 11st Cardiology Department, AHEPA University General Hospital, Aristotle University Medical School, Thessaloniki, Greece
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197
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Bernabeu MO, Nash RW, Groen D, Carver HB, Hetherington J, Krüger T, Coveney PV. Impact of blood rheology on wall shear stress in a model of the middle cerebral artery. Interface Focus 2013; 3:20120094. [PMID: 24427534 PMCID: PMC3638489 DOI: 10.1098/rsfs.2012.0094] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Perturbations to the homeostatic distribution of mechanical forces exerted by blood on the endothelial layer have been correlated with vascular pathologies, including intracranial aneurysms and atherosclerosis. Recent computational work suggests that, in order to correctly characterize such forces, the shear-thinning properties of blood must be taken into account. To the best of our knowledge, these findings have never been compared against experimentally observed pathological thresholds. In this work, we apply the three-band diagram (TBD) analysis due to Gizzi et al. (Gizzi et al. 2011 Three-band decomposition analysis of wall shear stress in pulsatile flows. Phys. Rev. E 83, 031902. (doi:10.1103/PhysRevE.83.031902)) to assess the impact of the choice of blood rheology model on a computational model of the right middle cerebral artery. Our results show that, in the model under study, the differences between the wall shear stress predicted by a Newtonian model and the well-known Carreau-Yasuda generalized Newtonian model are only significant if the vascular pathology under study is associated with a pathological threshold in the range 0.94-1.56 Pa, where the results of the TBD analysis of the rheology models considered differs. Otherwise, we observe no significant differences.
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Affiliation(s)
- Miguel O. Bernabeu
- Centre for Computational Science, Department of Chemistry, University College London, 20 Gordon Street, London WC1H 0AJ, UK
- CoMPLEX, University College London, Physics Building, Gower Street, London WC1E 6BT, UK
| | - Rupert W. Nash
- Centre for Computational Science, Department of Chemistry, University College London, 20 Gordon Street, London WC1H 0AJ, UK
| | - Derek Groen
- Centre for Computational Science, Department of Chemistry, University College London, 20 Gordon Street, London WC1H 0AJ, UK
| | - Hywel B. Carver
- Centre for Computational Science, Department of Chemistry, University College London, 20 Gordon Street, London WC1H 0AJ, UK
- CoMPLEX, University College London, Physics Building, Gower Street, London WC1E 6BT, UK
| | - James Hetherington
- Research Software Development Team, Research Computing and Facilitating Services, University College London, Podium Building, 1st Floor, Gower Street, London WC1E 6BT, UK
| | - Timm Krüger
- Centre for Computational Science, Department of Chemistry, University College London, 20 Gordon Street, London WC1H 0AJ, UK
| | - Peter V. Coveney
- Centre for Computational Science, Department of Chemistry, University College London, 20 Gordon Street, London WC1H 0AJ, UK
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Arginase inhibition prevents the low shear stress-induced development of vulnerable atherosclerotic plaques in ApoE−/− mice. Atherosclerosis 2013; 227:236-43. [DOI: 10.1016/j.atherosclerosis.2012.12.014] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2011] [Revised: 12/09/2012] [Accepted: 12/15/2012] [Indexed: 02/03/2023]
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Exarchos TP, Sakellarios A, Siogkas PK, Fotiadis DI, Milosevic Z, Nikolic D, Filipovic N, Marraccini P, Vozzi F, Parodi O. Patient specific multiscale modelling for plaque formation and progression. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2013; 2012:2893-6. [PMID: 23366529 DOI: 10.1109/embc.2012.6346568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
We present a three-dimensional model of plaque formation and progression that was tested in a set of patients who underwent coronary Computed Tomography angiography (CTA) for anginal symptoms. The 3D blood flow is described by the Navier-Stokes equations, together with the continuity equation. Mass transfer within the blood lumen and through the arterial wall is coupled with the blood flow and is modeled by a convection-diffusion equation. The Low Density Lipoprotein (LDL) transports in lumen of the vessel and through the vessel tissue (which has a mass consumption term) are coupled by Kedem-Katchalsky equations. The inflammatory process is modeled using three additional reaction-diffusion partial differential equations. A full three-dimensional model was created. Furthermore, features potentially affecting plaque growth, such as patient risk score, circulating biomarkers, localization and composition of the initial plaque, and coronary vasodilating capability were also investigated. The proof of concept of the model effectiveness was assessed 6 months after the baseline evaluation.
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Affiliation(s)
- T P Exarchos
- Foundation for Research and Technology Hellas, Institute of Molecular Biology and Biotechnology, University of Ioannina, Ioannina, GR 45110, Greece.
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Peiffer V, Bharath AA, Sherwin SJ, Weinberg PD. A novel method for quantifying spatial correlations between patterns of atherosclerosis and hemodynamic factors. J Biomech Eng 2013; 135:021023. [PMID: 23445068 DOI: 10.1115/1.4023381] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Studies investigating the relation between the focal nature of atherosclerosis and hemodynamic factors are employing increasingly rigorous approaches to map the disease and calculate hemodynamic metrics. However, no standardized methodology exists to quantitatively compare these distributions. We developed a statistical technique that can be used to determine if hemodynamic and lesion maps are significantly correlated. The technique, which is based on a surrogate data analysis, does not require any assumptions (such as linearity) on the nature of the correlation. Randomized sampling was used to ensure the independence of data points, another basic assumption of commonly-used statistical methods that is often disregarded. The novel technique was used to compare previously-obtained maps of lesion prevalence in aortas of immature and mature cholesterol-fed rabbits to corresponding maps of wall shear stress, averaged across several animals in each age group. A significant spatial correlation was found in the proximal descending thoracic aorta, but not further downstream. Around intercostal branch openings the correlation was borderline significant in immature but not in mature animals. The results confirm the need for further investigation of the relation between the localization of atherosclerosis and blood flow, in conjunction with appropriate statistical techniques such as the method proposed here.
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Affiliation(s)
- Véronique Peiffer
- Department of Aeronautics and Department of Bioengineering, Imperial College London, London, UK.
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