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Lungu CN, Creteanu A, Mehedinti MC. Endovascular Drug Delivery. Life (Basel) 2024; 14:451. [PMID: 38672722 PMCID: PMC11051410 DOI: 10.3390/life14040451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 03/12/2024] [Accepted: 03/25/2024] [Indexed: 04/28/2024] Open
Abstract
Drug-eluting stents (DES) and balloons revolutionize atherosclerosis treatment by targeting hyperplastic tissue responses through effective local drug delivery strategies. This review examines approved and emerging endovascular devices, discussing drug release mechanisms and their impacts on arterial drug distribution. It emphasizes the crucial role of drug delivery in modern cardiovascular care and highlights how device technologies influence vascular behavior based on lesion morphology. The future holds promise for lesion-specific treatments, particularly in the superficial femoral artery, with recent CE-marked devices showing encouraging results. Exciting strategies and new patents focus on local drug delivery to prevent restenosis, shaping the future of interventional outcomes. In summary, as we navigate the ever-evolving landscape of cardiovascular intervention, it becomes increasingly evident that the future lies in tailoring treatments to the specific characteristics of each lesion. By leveraging cutting-edge technologies and harnessing the potential of localized drug delivery, we stand poised to usher in a new era of precision medicine in vascular intervention.
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Affiliation(s)
- Claudiu N. Lungu
- Department of Functional and Morphological Science, Faculty of Medicine and Pharmacy, Dunarea de Jos University, 800010 Galati, Romania;
| | - Andreea Creteanu
- Department of Pharmaceutical Technology, University of Medicine and Pharmacy Grigore T Popa, 700115 Iași, Romania
| | - Mihaela C. Mehedinti
- Department of Functional and Morphological Science, Faculty of Medicine and Pharmacy, Dunarea de Jos University, 800010 Galati, Romania;
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Gurgoglione FL, Solinas E, Pfleiderer B, Vezzani A, Niccoli G. Coronary atherosclerotic plaque phenotype and physiopathologic mechanisms: Is there an influence of sex? Insights from intracoronary imaging. Atherosclerosis 2023; 384:117273. [PMID: 37730456 DOI: 10.1016/j.atherosclerosis.2023.117273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 06/01/2023] [Accepted: 09/01/2023] [Indexed: 09/22/2023]
Abstract
Coronary artery disease (CAD) is the leading cause of disability and death in both women and men; considerable differences in clinical presentation, natural history and prognosis are reported between sexes. Different pathophysiological mechanisms play a major role, including sex-related and gender-related features or a combination of both. Reports from intracoronary imaging studies pointed towards morphological plaque features, which seemed to differ between men and women, albeit results reported so far were not conclusive. The purpose of this review is to shed light on differences in the pathophysiology underlying CAD in women vs men including the description of coronary plaque phenotype and mechanisms of plaque instability, as assessed by intracoronary imaging. We will also discuss potential clinical implications with the aim to move towards a sex and gender-based personalized approach in CAD patients.
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Affiliation(s)
| | - Emilia Solinas
- Division of Cardiology, Parma University Hospital, Parma, Italy
| | | | - Antonella Vezzani
- Cardiac Surgery Intensive Care Unit, Parma University Hospital, Parma, Italy
| | - Giampaolo Niccoli
- Division of Cardiology, University of Parma, Parma University Hospital, Parma, Italy.
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3
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Fu PC, Wang JY, Su Y, Liao YQ, Li SL, Xu GL, Huang YJ, Hu MH, Cao LM. Intravascular ultrasonography assisted carotid artery stenting for treatment of carotid stenosis: Two case reports. World J Clin Cases 2023; 11:7127-7135. [PMID: 37946762 PMCID: PMC10631408 DOI: 10.12998/wjcc.v11.i29.7127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 09/09/2023] [Accepted: 09/25/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND Digital subtraction angiography (DSA), the gold standard of cerebrovascular disease diagnosis, is limited in its diagnostic ability to evaluate arterial diameter. Intravascular ultrasonography (IVUS) has advantages in assessing stenosis and plaque nature and improves the evaluation and effectiveness of carotid artery stenting (CAS). CASE SUMMARY Case 1: A 65-year-old man presented with a five-year history of bilateral lower limb weakness due to stroke. Physical examination showed decreased strength (5-/5) in both lower limbs. Carotid artery ultrasound, magnetic resonance angiography, and computed tomography angiography (CTA) showed a right proximal internal carotid artery (ICA) stenosis (70%-99%), acute cerebral infarction, and severe right ICA stenosis, respectively. We performed IVUS-assisted CAS to measure the stenosis and detected a low-risk plaque at the site of stenosis prior to stent implantation. Post-stent balloon dilatation was performed and postoperative IVUS demonstrated successful expansion and adherence. CTA six months postoperatively showed no significant increase in in-stent stenosis. Case 2: A 36-year-old man was admitted with a right common carotid artery (CCA) dissection detected by ultrasound. Physical examination showed no positive neurological signs. Carotid ultrasound and CTA showed lumen dilation in the proximal CCA with an intima-like structure and bulging in the proximal segment of the right CCA with strip-like low-density shadow (dissection or carotid web). IVUS-assisted DSA confirmed right CCA dissection. CAS was performed and intraoperative IVUS suggested a large residual false lumen. Post-stent balloon dilatation was performed reducing the false lumen. DSA three months postoperatively indicated good stent expansion with mild stenosis. CONCLUSION IVUS aids decision-making during CAS by accurately assessing carotid artery wall lesions and plaque nature preoperatively, dissection and stenosis morphology intraoperatively, and visualizing and confirming CAS postoperatively.
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Affiliation(s)
- Peng-Cheng Fu
- Department of Neurology, The First Affiliated Hospital of Shenzhen University, Shenzhen 518000, Guangdong Province, China
| | - Jing-Yi Wang
- Faculty of Chinese Medicine, Macau University of Science and Technology, Macau 999078, China
| | - Ying Su
- Graduate School, Guangzhou Medical University, Guangzhou 511495, Guangdong Province, China
| | - Yu-Qi Liao
- School of Medicine, Shenzhen University, Shenzhen 518000, Guangdong Province, China
| | - Shao-Ling Li
- School of Medicine, Shenzhen University, Shenzhen 518000, Guangdong Province, China
| | - Ge-Lin Xu
- Department of Neurology, The First Affiliated Hospital of Shenzhen University, Shenzhen 518000, Guangdong Province, China
| | - Yan-Jiao Huang
- Medical Department, Baise People’s Hospital, Baise 533000, Guangxi Zhuang Autonomous Region, China
| | - Ming-Hua Hu
- Hunan Provincial Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha 410219, Hunan Province, China
| | - Li-Ming Cao
- Clinical College of the Shenzhen Second People’s Hospital, Anhui Medical University, Shenzhen 518000, Guangdong Province, China
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Liu L, Li J, Gan T, Yang Y, Tian X. Isolated Coronary Arteritis in Adults: a Single-Center Experience from China. J Cardiovasc Transl Res 2023; 16:1184-1193. [PMID: 37097590 DOI: 10.1007/s12265-023-10388-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 04/14/2023] [Indexed: 04/26/2023]
Abstract
Isolated coronary arteritis (ICA) is an extremely rare and life-threatening vasculitis with only a limited number of reports in the literature. We retrospectively reviewed the clinical data of 10 ICA patients in our center from 2012 to 2022 and compared them with patients with Takayasu arteritis who presented with coronary arteritis initially (TAK-CA patients). We found that ICA predominantly affected women and most commonly involved the ostium and the proximal segment of the coronary arteries, causing mainly stenotic lesions. The C-reactive protein and erythrocyte sedimentation rate were grossly normal and significantly lower than those of TAK-CA patients (p = 0.027, p = 0.009, respectively). Intravascular ultrasound imaging showed superiority in differentiating coronary vasculitis from atherosclerosis. Restenosis of the coronary arteries occurred rapidly if not treated promptly and appropriately. Systemic glucocorticoid combined with immunosuppressive agents, especially cyclophosphamide, was a promising strategy for treating ICA.
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Affiliation(s)
- Lingyu Liu
- Department of Rheumatology and Clinical Immunology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuaifuyuan, Beijing, 100730, China
| | - Jing Li
- Department of Rheumatology and Clinical Immunology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuaifuyuan, Beijing, 100730, China
| | - Tianpeng Gan
- Department of Cardiology, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Yunjiao Yang
- Department of Rheumatology and Clinical Immunology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuaifuyuan, Beijing, 100730, China
| | - Xinping Tian
- Department of Rheumatology and Clinical Immunology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, No. 1 Shuaifuyuan, Beijing, 100730, China.
- National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Beijing, China.
- State Key Laboratory of Complex Severe and Rare Diseases, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, Peking Union Medical College Hospital (PUMCH), Beijing, 100730, China.
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Fernández-Alvarez V, Linares-Sánchez M, Suárez C, López F, Guntinas-Lichius O, Mäkitie AA, Bradley PJ, Ferlito A. Novel Imaging-Based Biomarkers for Identifying Carotid Plaque Vulnerability. Biomolecules 2023; 13:1236. [PMID: 37627301 PMCID: PMC10452902 DOI: 10.3390/biom13081236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 07/30/2023] [Accepted: 08/07/2023] [Indexed: 08/27/2023] Open
Abstract
Carotid artery disease has traditionally been assessed based on the degree of luminal narrowing. However, this approach, which solely relies on carotid stenosis, is currently being questioned with regard to modern risk stratification approaches. Recent guidelines have introduced the concept of the "vulnerable plaque," emphasizing specific features such as thin fibrous caps, large lipid cores, intraplaque hemorrhage, plaque rupture, macrophage infiltration, and neovascularization. In this context, imaging-based biomarkers have emerged as valuable tools for identifying higher-risk patients. Non-invasive imaging modalities and intravascular techniques, including ultrasound, computed tomography, magnetic resonance imaging, intravascular ultrasound, optical coherence tomography, and near-infrared spectroscopy, have played pivotal roles in characterizing and detecting unstable carotid plaques. The aim of this review is to provide an overview of the evolving understanding of carotid artery disease and highlight the significance of imaging techniques in assessing plaque vulnerability and informing clinical decision-making.
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Affiliation(s)
- Verónica Fernández-Alvarez
- Department of Vascular and Endovascular Surgery, Hospital Universitario de Cabueñes, 33394 Gijón, Spain;
| | - Miriam Linares-Sánchez
- Department of Vascular and Endovascular Surgery, Hospital Universitario de Cabueñes, 33394 Gijón, Spain;
| | - Carlos Suárez
- Instituto de Investigacion Sanitaria del Principado de Asturias, 33011 Oviedo, Spain; (C.S.); (F.L.)
| | - Fernando López
- Instituto de Investigacion Sanitaria del Principado de Asturias, 33011 Oviedo, Spain; (C.S.); (F.L.)
- Department of Otorhinolaryngology, Hospital Universitario Central de Asturias, Instituto Universitario de Oncologia del Principado de Asturias, University of Oviedo, CIBERONC, 33011 Oviedo, Spain
| | | | - Antti A. Mäkitie
- Department of Otorhinolaryngology-Head and Neck Surgery, Helsinki University Hospital, University of Helsinki, P.O. Box 263, 00029 Helsinki, Finland;
- Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institute and Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Patrick J. Bradley
- Department of ORLHNS, Queens Medical Centre Campus, Nottingham University Hospitals, Derby Road, Nottingham NG7 2UH, UK;
| | - Alfio Ferlito
- Coordinator of the International Head and Neck Scientific Group, 35100 Padua, Italy;
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Shahandeh N, Parikh RV. Invasive Intracoronary Imaging of Cardiac Allograft Vasculopathy: Established Modalities and Emerging Technologies. Interv Cardiol Clin 2023; 12:269-280. [PMID: 36922067 DOI: 10.1016/j.iccl.2022.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Despite advances in the care of heart transplant recipients during the past 5 decades, cardiac allograft vasculopathy (CAV) continues to be a major barrier to long-term survival. The early diagnosis and treatment of CAV is crucial for improving long-term outcomes. Coronary angiography, the current gold standard for CAV screening, has low sensitivity for detecting early CAV. Increasingly, invasive intracoronary imaging modalities that provide a more detailed analysis of vessel anatomy and allow for plaque characterization are being used to detect CAV earlier after transplant and uncover mechanistic insights. Studies validating these emerging imaging platforms are needed before their widespread adoption.
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Affiliation(s)
- Negeen Shahandeh
- Division of Cardiology, University of California, 100 Medical Plaza, Suite 630 East, Los Angeles, CA 90095, USA
| | - Rushi V Parikh
- Division of Cardiology, University of California, Los Angeles, 100 Medical Plaza, Suite 630 West, Los Angeles, CA 90095, USA.
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7
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Sebastian JA, Strohm EM, Baranger J, Villemain O, Kolios MC, Simmons CA. Assessing engineered tissues and biomaterials using ultrasound imaging: In vitro and in vivo applications. Biomaterials 2023; 296:122054. [PMID: 36842239 DOI: 10.1016/j.biomaterials.2023.122054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 01/24/2023] [Accepted: 02/11/2023] [Indexed: 02/18/2023]
Abstract
Quantitative assessment of the structural, functional, and mechanical properties of engineered tissues and biomaterials is fundamental to their development for regenerative medicine applications. Ultrasound (US) imaging is a non-invasive, non-destructive, and cost-effective technique capable of longitudinal and quantitative monitoring of tissue structure and function across centimeter to sub-micron length scales. Here we present the fundamentals of US to contextualize its application for the assessment of biomaterials and engineered tissues, both in vivo and in vitro. We review key studies that demonstrate the versatility and broad capabilities of US for clinical and pre-clinical biomaterials research. Finally, we highlight emerging techniques that further extend the applications of US, including for ultrafast imaging of biomaterials and engineered tissues in vivo and functional monitoring of stem cells, organoids, and organ-on-a-chip systems in vitro.
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Affiliation(s)
- Joseph A Sebastian
- Institute of Biomedical Engineering, University of Toronto, Toronto, Canada; Translational Biology and Engineering Program, Ted Rogers Center for Heart Research, Toronto, Canada.
| | - Eric M Strohm
- Translational Biology and Engineering Program, Ted Rogers Center for Heart Research, Toronto, Canada; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada
| | - Jérôme Baranger
- Labatt Family Heart Centre, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Olivier Villemain
- Labatt Family Heart Centre, The Hospital for Sick Children, University of Toronto, Toronto, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Michael C Kolios
- Department of Physics, Toronto Metropolitan University, Toronto, Canada; Institute of Biomedical Engineering, Science and Technology (iBEST), A Partnership Between Toronto Metropolitan University and St. Michael's Hospital, Toronto, Canada; Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Craig A Simmons
- Institute of Biomedical Engineering, University of Toronto, Toronto, Canada; Translational Biology and Engineering Program, Ted Rogers Center for Heart Research, Toronto, Canada; Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, Canada.
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8
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Wang L, Maehara A, Zhang X, Lv R, Qu Y, Guo X, Zhu J, Wu Z, Billiar KL, Zheng J, Chen L, Ma G, Mintz GS, Tang D. Quantification of patient-specific coronary material properties and their correlations with plaque morphological characteristics: An in vivo IVUS study. Int J Cardiol 2023; 371:21-27. [PMID: 36174818 DOI: 10.1016/j.ijcard.2022.09.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 08/16/2022] [Accepted: 09/21/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND A method using in vivo Cine IVUS and VH-IVUS data has been proposed to quantify material properties of coronary plaques. However, correlations between plaque morphological characteristics and mechanical properties have not been studied in vivo. METHOD In vivo Cine IVUS and VH-IVUS data were acquired at 32 plaque cross-sections from 19 patients. Six morphological factors were extracted for each plaque. These samples were categorized into healthy vessel, fibrous plaque, lipid-rich plaque and calcified plaque for comparisons. Three-dimensional thin-slice models were constructed using VH-IVUS data to quantify in vivo plaque material properties following a finite element updating approach by matching Cine IVUS data. Effective Young's moduli were calculated to represent plaque stiffness for easy comparison. Spearman's rank correlation analysis was performed to identify correlations between plaque stiffness and morphological factor. Kruskal-Wallis test with Bonferroni correction was used to determine whether significant differences in plaque stiffness exist among four plaque groups. RESULT Our results show that lumen circumference change has a significantly negative correlation with plaque stiffness (r = -0.7807, p = 0.0001). Plaque burden and calcification percent also had significant positive correlations with plaque stiffness (r = 0.5105, p < 0.0272 and r = 0.5312, p < 0.0193) respectively. Among the four categorized groups, calcified plaques had highest stiffness while healthy segments had the lowest. CONCLUSION There is a close link between plaque morphological characteristics and mechanical properties in vivo. Plaque stiffness tends to be higher as coronary atherosclerosis advances, indicating the potential to assess plaque mechanical properties in vivo based on plaque compositions.
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Affiliation(s)
- Liang Wang
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
| | - Akiko Maehara
- The Cardiovascular Research Foundation, Columbia University, New York, NY, USA
| | - Xiaoguo Zhang
- Department of Cardiology, Zhongda Hospital, Southeast University, Nanjing, China
| | - Rui Lv
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, China
| | - Yangyang Qu
- Department of Cardiology, Zhongda Hospital, Southeast University, Nanjing, China
| | - Xiaoya Guo
- School of Science, Nanjing University of Posts and Telecommunications, Nanjing, China
| | - Jian Zhu
- Department of Cardiology, Zhongda Hospital, Southeast University, Nanjing, China.
| | - Zheyang Wu
- Mathematical Sciences Department, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Kristen L Billiar
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, USA
| | - Jie Zheng
- Mallinckrodt Institute of Radiology, Washington University, St. Louis, MO, USA
| | - Lijuan Chen
- Department of Cardiology, Zhongda Hospital, Southeast University, Nanjing, China
| | - Genshan Ma
- Department of Cardiology, Zhongda Hospital, Southeast University, Nanjing, China.
| | - Gary S Mintz
- The Cardiovascular Research Foundation, Columbia University, New York, NY, USA
| | - Dalin Tang
- School of Biological Science and Medical Engineering, Southeast University, Nanjing, China; Mathematical Sciences Department, Worcester Polytechnic Institute, Worcester, MA, USA.
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9
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Caballero R, Martínez MÁ, Peña E. Coronary artery properties in atherosclerosis: A deep learning predictive model. Front Physiol 2023; 14:1162436. [PMID: 37089419 PMCID: PMC10113490 DOI: 10.3389/fphys.2023.1162436] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 03/21/2023] [Indexed: 04/25/2023] Open
Abstract
In this work an Artificial Neural Network (ANN) was developed to help in the diagnosis of plaque vulnerability by predicting the Young modulus of the core (E core ) and the plaque (E plaque ) of atherosclerotic coronary arteries. A representative in silico database was constructed to train the ANN using Finite Element simulations covering the ranges of mechanical properties present in the bibliography. A statistical analysis to pre-process the data and determine the most influential variables was performed to select the inputs of the ANN. The ANN was based on Multilayer Perceptron architecture and trained using the developed database, resulting in a Mean Squared Error (MSE) in the loss function under 10-7, enabling accurate predictions on the test dataset for E core and E plaque . Finally, the ANN was applied to estimate the mechanical properties of 10,000 realistic plaques, resulting in relative errors lower than 3%.
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Affiliation(s)
- Ricardo Caballero
- Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
| | - Miguel Ángel Martínez
- Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicina (CIBER-BBN), Madrid, Spain
| | - Estefanía Peña
- Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicina (CIBER-BBN), Madrid, Spain
- *Correspondence: Estefanía Peña,
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Legutko J, Bryniarski KL, Kaluza GL, Roleder T, Pociask E, Kedhi E, Wojakowski W, Jang IK, Kleczynski P. Intracoronary Imaging of Vulnerable Plaque-From Clinical Research to Everyday Practice. J Clin Med 2022; 11:jcm11226639. [PMID: 36431116 PMCID: PMC9699515 DOI: 10.3390/jcm11226639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 10/30/2022] [Accepted: 11/07/2022] [Indexed: 11/11/2022] Open
Abstract
The introduction into clinical practice of intravascular imaging, including intravascular ultrasound (IVUS), optical coherence tomography (OCT) and their derivatives, allowed for the in vivo assessment of coronary atherosclerosis in humans, including insights into plaque evolution and progression process. Intravascular ultrasound, the most commonly used intravascular modality in many countries, due to its low resolution cannot assess many features of vulnerable plaque such as lipid plaque or thin-cap fibroatheroma. Thus, novel methods were introduced to facilitate this problem including virtual histology intravascular ultrasound and later on near-infrared spectroscopy and OCT. Howbeit, none of the currently used modalities can assess all known characteristics of plaque vulnerability; hence, the idea of combining different intravascular imaging methods has emerged including NIRS-IVUS or OCT-IVUS imaging. All of those described methods may allow us to identify the most vulnerable plaques, which are prone to cause acute coronary syndrome, and thus they may allow us to introduce proper treatment before plaque destabilization.
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Affiliation(s)
- Jacek Legutko
- Department of Interventional Cardiology, Faculty of Medicine, Institute of Cardiology, Jagiellonian University Medical College, 31-202 Kraków, Poland
- Clinical Department of Interventional Cardiology, John Paul II Hospital, 31-202 Kraków, Poland
| | - Krzysztof L. Bryniarski
- Department of Interventional Cardiology, Faculty of Medicine, Institute of Cardiology, Jagiellonian University Medical College, 31-202 Kraków, Poland
- Clinical Department of Interventional Cardiology, John Paul II Hospital, 31-202 Kraków, Poland
| | - Grzegorz L. Kaluza
- Skirball Center for Innovation, Cardiovascular Research Foundation, Orangeburg, NY 10019, USA
| | - Tomasz Roleder
- Department of Cardiology, Wroclaw Medical University, 50-556 Wroclaw, Poland
| | - Elzbieta Pociask
- Department of Biocybernetics and Biomedical Engineering, AGH University of Science and Technology, 30-059 Kraków, Poland
| | - Elvin Kedhi
- Clinique Hopitaliere Erasme, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Wojciech Wojakowski
- Division of Cardiology and Structural Heart Diseases, Medical University of Silesia, 40-635 Katowice, Poland
| | - Ik-Kyung Jang
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, GRB 800, Boston, MA 02115, USA
- Division of Cardiology, Kyung Hee University Hospital, Seoul 02447, Korea
| | - Pawel Kleczynski
- Department of Interventional Cardiology, Faculty of Medicine, Institute of Cardiology, Jagiellonian University Medical College, 31-202 Kraków, Poland
- Clinical Department of Interventional Cardiology, John Paul II Hospital, 31-202 Kraków, Poland
- Correspondence: ; Tel.: +48-12-614-35-01
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11
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Ding B, Jinyuan T, Tao K, Ding Z, Yang S. A pilot and ex-vivo study of examination of endometrium tissue by catheter based optical coherence tomography. BMC Med Imaging 2022; 22:162. [PMID: 36088282 PMCID: PMC9464373 DOI: 10.1186/s12880-022-00890-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 08/30/2022] [Indexed: 11/11/2022] Open
Abstract
Objective This study aimed to distinguish ex-vivo normal and abnormal endometrium tissue samples histologically by catheter based optical coherence tomography (OCT). Methods A total of 72 ex-vivo endometrium specimens were obtained from June 2018 to March 2021 and were imaged fresh after hysterectomy. The scanned region of endometrium was excised for histological examination and endometrium OCT images were precisely compared to corresponding histological images. Meanwhile endometrium OCT images were analyzed quantitatively with intensity of backscattered light in region of interest (ROI) and maximum penetration depth of the OCT signal. Blinded qualitative analysis on endometrium OCT images was performed by 2 assessors to determine accuracy rate and inter-rating reliability on the histopathological diagnosis. Results OCT images were performed successfully in 72 endometrium specimens. Five endometrium specimens developed OCT interpretation criteria and the rest 67 endometrium specimens validated qualitatively and analyzed quantitatively. We defined an OCT criteria to distinguish normal endometrium and five different abnormal endometrium phases including proliferative endometrium, secretory phase endometrium, atrophic endometrium, endometrial hyperplasia with atypia and endometrial carcinoma based on OCT imaging features. The overall diagnosis accuracy achieved by the two assessors was 72.4% based on the OCT criteria. The inter-rater reliability between assessors on overall OCT images was substantial (Kendall τb of 0.720, p < 0.05). The changes in ROI minimum intensity, ROI maximum intensity, ROI average intensity and OCT signal maximum penetration depth of five different abnormal endometrium phases were significantly different (all p < 0.001). These parameters of endometrium carcinomas were significantly different from the other four endometrium phases (all p < 0.001). Conclusion OCT has the advantage of noninvasive and rapid diagnosis, which can contribute to the diagnosis of endometrial cancer and will be an indispensable complement to traditional biopsy. Future studies in vivo with larger samples are needed to confirm this conclusion.
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12
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Detection of Vulnerable Coronary Plaques Using Invasive and Non-Invasive Imaging Modalities. J Clin Med 2022; 11:jcm11051361. [PMID: 35268451 PMCID: PMC8911129 DOI: 10.3390/jcm11051361] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 02/11/2022] [Accepted: 02/25/2022] [Indexed: 11/16/2022] Open
Abstract
Acute coronary syndrome (ACS) mostly arises from so-called vulnerable coronary plaques, particularly prone for rupture. Vulnerable plaques comprise a specific type of plaque, called the thin-cap fibroatheroma (TFCA). A TCFA is characterized by a large lipid-rich necrotic core, a thin fibrous cap, inflammation, neovascularization, intraplaque hemorrhage, microcalcifications or spotty calcifications, and positive remodeling. Vulnerable plaques are often not visible during coronary angiography. However, different plaque features can be visualized with the use of intracoronary imaging techniques, such as intravascular ultrasound (IVUS), potentially with the addition of near-infrared spectroscopy (NIRS), or optical coherence tomography (OCT). Non-invasive imaging techniques, such as computed tomography coronary angiography (CTCA), cardiovascular magnetic resonance (CMR) imaging, and nuclear imaging, can be used as an alternative for these invasive imaging techniques. These invasive and non-invasive imaging modalities can be implemented for screening to guide primary or secondary prevention therapies, leading to a more patient-tailored diagnostic and treatment strategy. Systemic pharmaceutical treatment with lipid-lowering or anti-inflammatory medication leads to plaque stabilization and reduction of cardiovascular events. Additionally, ongoing studies are investigating whether modification of vulnerable plaque features with local invasive treatment options leads to plaque stabilization and subsequent cardiovascular risk reduction.
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13
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Kadiyala V, Reddy S, Kashyap JR, Rao K R, Ramalingam V, Kumar S, Kaur J, Reddy H, Malhotra S, Kaur N. Effect of smoking on culprit lesion plaque burden and composition in acute coronary syndrome: An intravascular ultrasound-virtual histology study. Indian Heart J 2021; 73:687-692. [PMID: 34861980 PMCID: PMC8642658 DOI: 10.1016/j.ihj.2021.09.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 07/31/2021] [Accepted: 09/08/2021] [Indexed: 11/20/2022] Open
Affiliation(s)
- Vikas Kadiyala
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India
| | - Sreenivas Reddy
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India.
| | - Jeet Ram Kashyap
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India
| | - Raghavendra Rao K
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India
| | - Vadivelu Ramalingam
- Department of Cardiology, Velammal Medical College Hospital and Research Institute, Madurai, India
| | - Suraj Kumar
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India
| | - Jaspreet Kaur
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India
| | - Hithesh Reddy
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India
| | - Samir Malhotra
- Department of Pharmacology, Post Graduate Institute of Medical Education and Research, Chandigarh, India
| | - Naindeep Kaur
- Department of Cardiology, Government Medical College and Hospital, Chandigarh, India
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14
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Li Y, Jia K, Jia Y, Yang Y, Yao Y, Chen M, Peng Y. Understanding the predictive value and methods of risk assessment based on coronary computed tomographic angiography in populations with coronary artery disease: a review. PRECISION CLINICAL MEDICINE 2021; 4:192-203. [PMID: 35693218 PMCID: PMC8982592 DOI: 10.1093/pcmedi/pbab018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 07/23/2021] [Accepted: 07/23/2021] [Indexed: 02/05/2023] Open
Abstract
Risk assessment in coronary artery disease plays an essential role in the early identification of high-risk patients. However, conventional invasive imaging procedures all require long intraprocedural times and high costs. The rapid development of coronary computed tomographic angiography (CCTA) and related image processing technology has facilitated the formulation of noninvasive approaches to perform comprehensive evaluations. Evidence has shown that CCTA has outstanding performance in identifying the degree of stenosis, plaque features, and functional reserve. Moreover, advancements in radiomics and machine learning allow more comprehensive interpretations of CCTA images. This paper reviews conventional as well as novel diagnostic and risk assessment tools based on CCTA.
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Affiliation(s)
- Yiming Li
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Kaiyu Jia
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yuheng Jia
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yong Yang
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yijun Yao
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Mao Chen
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Yong Peng
- Department of Cardiology, West China Hospital, Sichuan University, Chengdu 610041, China
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15
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Luo G, Qian Y, Sheng X, Sun J, Wu Z, Liao F, Feng Q, Yin Y, Ding S, Pu J. Elevated Serum Levels of Soluble ST2 Are Associated With Plaque Vulnerability in Patients With Non-ST-Elevation Acute Coronary Syndrome. Front Cardiovasc Med 2021; 8:688522. [PMID: 34368249 PMCID: PMC8341076 DOI: 10.3389/fcvm.2021.688522] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 06/04/2021] [Indexed: 11/23/2022] Open
Abstract
Background: Recent studies have suggested that soluble suppression of tumorigenicity-2 (sST2), an inflammation-related protein receptor, is associated with atherosclerotic diseases. This study aimed to investigate the potential predictive value of sST2 on plaque vulnerability by assessing whether elevated serum levels of sST2 are associated with vulnerable plaque features in patients with non-ST-elevation acute coronary syndrome (ACS). Methods: A total of 120 patients with non-ST-elevation ACS (167 lesions) were prospectively enrolled and evaluated by standard coronary computed tomography angiography (CCTA) and coronary angiography in this study. Serum sST2 levels were measured by ELISA (Presage® ST2 Assay Kit, Critical Diagnostics), and semiautomated software (QAngioCT, Medis) was used to quantify coronary plaques. Results: The included patients were divided into 4 groups by serum sST2 level quartiles. Volumetric analysis of the whole lesion revealed that patients with higher sST2 levels had a larger absolute necrotic core (NC) volume (Quartile 4 vs. Quartile 1, 86.16 ± 59.71 vs. 45.10 ± 45.80 mm3, P = 0.001; Quartile 4 vs. Quartile 2, 86.16 ± 59.71 vs. 50.22 ± 42.56 mm3, P = 0.002) and a higher NC percentage (Quartile 4 vs. Quartile 1, 35.16 ± 9.82 vs. 23.21 ± 16.18%, P < 0.001; Quartile 4 vs. Quartile 2, 35.16 ± 9.82% vs. 22.50 ± 14.03%, P < 0.001; Quartile 4 vs. Quartile 3, 35.16 ± 9.82% vs. 25.04 ± 14.48%, P < 0.001). Correlation analysis revealed that serum sST2 levels were positively correlated with the NC (r = 0.323, P < 0.001) but negatively correlated with dense calcium (r = −0.208, P = 0.007). Furthermore, among those with plaque calcification, patients with spotty calcification exhibited higher serum sST2 levels than those with large calcification (26.06 ± 16.54 vs. 17.55 ± 7.65 ng/mL, P = 0.002). No significant differences in plaque components at the level of the minimal lumen area (MLA) were found among the groups. Conclusions: Serum sST2 levels were correlated with different coronary plaque components in patients with non-ST-elevation ACS. A higher serum level of sST2 was correlated with plaque vulnerability. Clinical Trial Registration:www.ClinicalTrials.gov, identifier: NCT04797819.
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Affiliation(s)
- Guqing Luo
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Yuxuan Qian
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Xincheng Sheng
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Jiateng Sun
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Zhinan Wu
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Fei Liao
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Qi Feng
- Department of Radiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Yan Yin
- Department of Radiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Song Ding
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Jun Pu
- Department of Cardiology, School of Medicine, Renji Hospital, Shanghai Jiaotong University, Shanghai, China
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16
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Ahmadpour-B M, Nooraeen A, Tafazzoli-Shadpour M, Taghizadeh H. Contribution of atherosclerotic plaque location and severity to the near-wall hemodynamics of the carotid bifurcation: an experimental study and FSI modeling. Biomech Model Mechanobiol 2021; 20:1069-1085. [PMID: 33609192 DOI: 10.1007/s10237-021-01431-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 02/03/2021] [Indexed: 01/22/2023]
Abstract
Atherosclerosis is initiated by endothelial injury that is related to abnormal values of hemodynamic parameters such as wall shear stress (WSS), oscillatory shear index (OSI) and stress phase angle (SPA), which are more common in arterial bifurcations due to the complex structure. An experimental model of human carotid bifurcation with accurate geometrical and mechanical features was set up, and using realistic pulsatile flow rates, the inlet and outlet pressure pulses were measured for normal and stenosed models with 40% and 80% severities at common carotid (CCA), internal carotid (ICA) and external carotid (ECA) arteries. Based on the obtained experimental data, fluid-structure models were developed to obtain WSS, OSI, and SPA and evaluate pathological consequences at different locations. Mild severity had minor impact, however, inducing severe 80% stenosis in each branch led to considerable localized changes of hemodynamic parameters both in the stenosis site and other locations. This included sharp increases in WSS values accompanied by very low values close to zero before and after the peaks. Severe stenosis not only caused significant changes in the local artery, but also in other branches. OSI and SPA were less sensitive to stenosis, although high peaks were observed on bifurcation site for the stenosis at ECA. The interconnection of arteries at carotid bifurcation results in altered pressure/flow patterns in all branches when a stenosis is applied in any site. Such effect confirms pathological findings that atherosclerotic plaques are observed simultaneously in different carotid branches, although with different degrees of plaque growth and severity.
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Affiliation(s)
- Mahyar Ahmadpour-B
- Cardiovascular Engineering Lab, Faculty of Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran
| | - Ahmad Nooraeen
- Tissue Mechanics Lab, Faculty of Biomedical Engineering, Sahand University of Technology, Tabriz, Iran
| | - Mohammad Tafazzoli-Shadpour
- Cardiovascular Engineering Lab, Faculty of Biomedical Engineering, Amirkabir University of Technology, Tehran, Iran.
| | - Hadi Taghizadeh
- Tissue Mechanics Lab, Faculty of Biomedical Engineering, Sahand University of Technology, Tabriz, Iran.
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17
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Rao K R, Reddy S, Kashyap JR, Ramalingam V, Dash D, Kadiyala V, Kumar S, Reddy H, Kaur J, Kumar A, Kaur N, Gupta A. Association of culprit lesion plaque characteristics with flow restoration post-fibrinolysis in ST-segment elevation myocardial infarction: an intravascular ultrasound-virtual histology study. Egypt Heart J 2020; 72:86. [PMID: 33296051 PMCID: PMC7726087 DOI: 10.1186/s43044-020-00121-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 11/27/2020] [Indexed: 12/19/2022] Open
Abstract
Background Not every patient achieves normal coronary flow following fibrinolysis in STEMI (ST-segment elevation myocardial infarction). The culprit lesion plaque characteristics play a prominent role in the coronary flow before and during percutaneous coronary intervention. The main purpose was to determine the culprit lesion plaque features by virtual histology-intravascular ultrasound (VH-IVUS) in patients with STEMI following fibrinolysis in relation to baseline coronary angiogram TIMI (thrombolysis in myocardial infarction) flow. Pre-intervention IVUS was undertaken in 61 patients with STEMI after successful fibrinolysis. After the coronary angiogram, they were separated into the TIMI1–2 flow group (n = 31) and TIMI 3 flow group (n = 30). Culprit lesion plaque composition was evaluated by VH-IVUS. Results On gray-scale IVUS, the lesion external elastic membrane cross-sectional area (EEM CSA) was significantly higher in the TIMI 1–2 groups as compared to the TIMI 3 group (15.71 ± 3.73 mm2 vs 13.91 ± 2.94 mm2, p = 0.041) with no significant difference in plaque burden (82.42% vs. 81.65%, p = 0.306) and plaque volume (108.3 mm3 vs. 94.3 mm3, p = 0.194). On VH-IVUS, at the minimal luminal area site (MLS), the fibrous area (5.83 mm2 vs. 4.37 mm2, p = 0.024), necrotic core (NC) area (0.95 mm2 vs. 0.59 mm2, p < 0.001), and NC percentage (11% vs. 7.1%, p = 0.024) were higher in the TIMI 1–2 groups in contrast to the TIMI 3 group. The absolute necrotic core (NC) volume (8.3 mm3 vs. 3.65 mm3, p < 0.001) and NC percentage (9.3% vs. 6.0%, p = 0.007) were significantly higher in the TIMI 1–2 groups as compared to the TIMI 3 group. Absolute dense calcium (DC) volume was higher in TIMI 1–2 groups with a trend towards significance (1.0 mm3 vs.0.75 mm3, p = 0.051). In multivariate analysis, absolute NC volume was the only independent predictor of TIMI 1–2 flow (odds ratio = 1.561; 95% CI 1.202–2.026, p = 0.001). Receiver operating characteristic curves showed absolute NC volume has best diagnostic accuracy (AUC = 0.816, p < 0.001) to predict TIMI 1–2 flow with an optimal cutoff value of 4.5 mm3 with sensitivity and specificity of 79% and 61%, respectively. Conclusions This study exemplifies that the necrotic core component of the culprit lesion plaque in STEMI is associated with the coronary flow after fibrinolysis. The absolute necrotic core volume is a key determinant of flow restoration post-fibrinolysis and aids in prognostication of less than TIMI 3 flow.
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Affiliation(s)
- Raghavendra Rao K
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Sreenivas Reddy
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India.
| | - Jeet Ram Kashyap
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Vadivelu Ramalingam
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Debabrata Dash
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Vikas Kadiyala
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Suraj Kumar
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Hithesh Reddy
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Jaspreet Kaur
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Ashok Kumar
- Department of Neurology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, 160012, India
| | - Naindeep Kaur
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
| | - Anish Gupta
- Department of Cardiology, Government Medical College and Hospital, Sector 32, Chandigarh, 160030, India
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18
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Affiliation(s)
- Lale Tokgozoglu
- Department of Cardiology, Hacettepe University, Ankara, Turkey
| | - Alberico L Catapano
- Department of Pharmacological and Biomolecular Sciences and IRCCS Multimedica, Milano, Italy
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19
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Olender ML, Athanasiou LS, Michalis LK, Fotiadis DI, Edelman ER. A Domain Enriched Deep Learning Approach to Classify Atherosclerosis using Intravascular Ultrasound Imaging. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING 2020; 14:1210-1220. [PMID: 33520048 PMCID: PMC7845913 DOI: 10.1109/jstsp.2020.3002385] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Intravascular ultrasound (IVUS) imaging is widely used for diagnostic imaging in interventional cardiology. The detection and quantification of atherosclerosis from acquired images is typically performed manually by medical experts or by virtual histology IVUS (VH-IVUS) software. VH-IVUS analyzes backscattered radio frequency (RF) signals to provide a color-coded tissue map, and is the method of choice for assessing atherosclerotic plaque in situ. However, a significant amount of tissue cannot be analyzed in reasonable time because the method can be applied just once per cardiac cycle. Furthermore, only hardware and software compatible with RF signal acquisition and processing may be used. We present an image-based tissue characterization method that can be applied to entire acquisition sequences post hoc for the assessment of diseased vessels. The pixel-based method utilizes domain knowledge of arterial pathology and physiology, and leverages technological advances of convolutional neural networks to segment diseased vessel walls into the same tissue classes as virtual histology using only grayscale IVUS images. The method was trained and tested on patches extracted from VH-IVUS images acquired from several patients, and achieved overall accuracy of 93.5% for all segmented tissue. Imposing physically-relevant spatial constraints driven by domain knowledge was key to achieving such strong performance. This enriched approach offers capabilities akin to VH-IVUS without the constraints of RF signals or limited once-per-cycle analysis, offering superior potential information acquisition speed, reduced hardware and software requirements, and more widespread applicability. Such an approach may well yield promise for future clinical and research applications.
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Affiliation(s)
- Max L Olender
- Department of Mechanical Engineering and the Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139 USA
| | - Lambros S Athanasiou
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139 USA; Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115 USA
| | - Lampros K Michalis
- Faculty of Medicine, School of Health Sciences, University of Ioannina and the 2nd Department of Cardiology, University Hospital of Ioannina, Ioannina, 45500 Greece
| | - Dimitris I Fotiadis
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, Ioannina, 45110 Greece; Department of Biomedical Research, Institute of Molecular Biology and Biotechnology - FORTH, Ioannina, 45110 Greece
| | - Elazer R Edelman
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139 USA; Cardiovascular Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115 USA
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20
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Kitahara S, Kataoka Y, Sugane H, Otsuka F, Asaumi Y, Noguchi T, Yasuda S. In vivo imaging of vulnerable plaque with intravascular modalities: its advantages and limitations. Cardiovasc Diagn Ther 2020; 10:1461-1479. [PMID: 33224768 DOI: 10.21037/cdt-20-238] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
In vivo imaging of plaque instability has been considered to have a great potential to predict future coronary events and evaluate the stabilization effect of novel anti-atherosclerotic medical therapies. Currently, there are several intravascular imaging modalities which enable to visualize plaque components associated with its vulnerability. These include virtual histology intravascular ultrasound (VH-IVUS), integrated backscatter IVUS (IB-IVUS), optical coherence tomography (OCT), near-infrared spectroscopy and coronary angioscopy. Recent studies have shown that these tools are applicable for risk stratification of cardiovascular events as well as drug efficacy assessment. However, several limitation exists in each modality. The current review paper will outline advantages and limitation of VH-IVUS, IB-IVUS, OCT, NIRS and coronary angioscopy imaging.
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Affiliation(s)
- Satoshi Kitahara
- Department of Cardiovascular Medicine, National Cerebral & Cardiovascular Center, Suita, Osaka, Japan
| | - Yu Kataoka
- Department of Cardiovascular Medicine, National Cerebral & Cardiovascular Center, Suita, Osaka, Japan
| | - Hiroki Sugane
- Department of Cardiovascular Medicine, Chikamori Hospital, Kochi, Japan
| | - Fumiyuki Otsuka
- Department of Cardiovascular Medicine, National Cerebral & Cardiovascular Center, Suita, Osaka, Japan
| | - Yasuhide Asaumi
- Department of Cardiovascular Medicine, National Cerebral & Cardiovascular Center, Suita, Osaka, Japan
| | - Teruo Noguchi
- Department of Cardiovascular Medicine, National Cerebral & Cardiovascular Center, Suita, Osaka, Japan
| | - Satoshi Yasuda
- Department of Cardiovascular Medicine, National Cerebral & Cardiovascular Center, Suita, Osaka, Japan
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21
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Godo S, Corban MT, Toya T, Gulati R, Lerman LO, Lerman A. Association of coronary microvascular endothelial dysfunction with vulnerable plaque characteristics in early coronary atherosclerosis. EUROINTERVENTION 2020; 16:387-394. [DOI: 10.4244/eij-d-19-00265] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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22
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Ono M, Kawashima H, Hara H, Gao C, Wang R, Kogame N, Takahashi K, Chichareon P, Modolo R, Tomaniak M, Wykrzykowska JJ, Piek JJ, Mori I, Courtney BK, Wijns W, Sharif F, Bourantas C, Onuma Y, Serruys PW. Advances in IVUS/OCT and Future Clinical Perspective of Novel Hybrid Catheter System in Coronary Imaging. Front Cardiovasc Med 2020; 7:119. [PMID: 32850981 PMCID: PMC7411139 DOI: 10.3389/fcvm.2020.00119] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Accepted: 06/05/2020] [Indexed: 12/14/2022] Open
Abstract
Intravascular ultrasound (IVUS) and optical coherence tomography (OCT) have been developed and improved as both diagnostic and guidance tools for interventional procedures over the past three decades. IVUS has a resolution of 100 μm with a high tissue penetration and capability of assessing the entire structure of a coronary artery including the external elastic membrane, whereas OCT has a higher resolution of 10–20 μm to assess endoluminal structures with a limited tissue penetration compared to IVUS. Recently, two companies, CONAVI and TERUMO, integrated IVUS and OCT into a single catheter system. With their inherent strength and limitations, the combined IVUS and OCT probes are complementary and work synergistically to enable a comprehensive depiction of coronary artery. In this review, we summarize the performance of the two intracoronary imaging modalities—IVUS and OCT—and discuss the expected potential of the novel hybrid IVUS–OCT catheter system in the clinical field.
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Affiliation(s)
- Masafumi Ono
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.,Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
| | - Hideyuki Kawashima
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.,Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
| | - Hironori Hara
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.,Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
| | - Chao Gao
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland.,Department of Cardiology, Radboud University, Nijmegen, Netherlands.,Depatrment of Cardiology, Xijing hospital, Xi'an, China
| | - Rutao Wang
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland.,Department of Cardiology, Radboud University, Nijmegen, Netherlands.,Depatrment of Cardiology, Xijing hospital, Xi'an, China
| | - Norihiro Kogame
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Kuniaki Takahashi
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Ply Chichareon
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.,Division of Cardiology, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Rodrigo Modolo
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands.,Cardiology Division, Department of Internal Medicine, University of Campinas (UNICAMP), Campinas, Brazil
| | - Mariusz Tomaniak
- Thoraxcentre, Erasmus Medical Centre, Rotterdam, Netherlands.,First Department of Cardiology, Medical University of Warsaw, Warsaw, Poland
| | - Joanna J Wykrzykowska
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Jan J Piek
- Department of Clinical and Experimental Cardiology, Heart Center, Amsterdam Cardiovascular Sciences, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | | | - Brian K Courtney
- Schulich Heart Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON, Canada.,Conavi Medical, North York, ON, Canada
| | - William Wijns
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
| | - Faisal Sharif
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
| | | | - Yoshinobu Onuma
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
| | - Patrick W Serruys
- Department of Cardiology, National University of Ireland, Galway (NUIG), Galway, Ireland
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23
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Bersi MR, Acosta Santamaría VA, Marback K, Di Achille P, Phillips EH, Goergen CJ, Humphrey JD, Avril S. Multimodality Imaging-Based Characterization of Regional Material Properties in a Murine Model of Aortic Dissection. Sci Rep 2020; 10:9244. [PMID: 32514185 PMCID: PMC7280301 DOI: 10.1038/s41598-020-65624-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Accepted: 05/04/2020] [Indexed: 01/21/2023] Open
Abstract
Chronic infusion of angiotensin-II in atheroprone (ApoE-/-) mice provides a reproducible model of dissection in the suprarenal abdominal aorta, often with a false lumen and intramural thrombus that thickens the wall. Such lesions exhibit complex morphologies, with different regions characterized by localized changes in wall composition, microstructure, and properties. We sought to quantify the multiaxial mechanical properties of murine dissecting aneurysm samples by combining in vitro extension-distension data with full-field multimodality measurements of wall strain and thickness to inform an inverse material characterization using the virtual fields method. A key advance is the use of a digital volume correlation approach that allows for characterization of properties not only along and around the lesion, but also across its wall. Specifically, deformations are measured at the adventitial surface by tracking motions of a speckle pattern using a custom panoramic digital image correlation technique while deformations throughout the wall and thrombus are inferred from optical coherence tomography. These measurements are registered and combined in 3D to reconstruct the reference geometry and compute the 3D finite strain fields in response to pressurization. Results reveal dramatic regional variations in material stiffness and strain energy, which reflect local changes in constituent area fractions obtained from histology but emphasize the complexity of lesion morphology and damage within the dissected wall. This is the first point-wise biomechanical characterization of such complex, heterogeneous arterial segments. Because matrix remodeling is critical to the formation and growth of these lesions, we submit that quantification of regional material properties will increase the understanding of pathological mechanical mechanisms underlying aortic dissection.
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Affiliation(s)
- Matthew R Bersi
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA
| | | | - Karl Marback
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
| | - Paolo Di Achille
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
| | - Evan H Phillips
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Craig J Goergen
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA
| | - Jay D Humphrey
- Department of Biomedical Engineering, Yale University, New Haven, CT, USA
- Vascular Biology and Therapeutics Program, Yale School of Medicine, New Haven, CT, USA
| | - Stéphane Avril
- Mines Saint-Etienne, University of Lyon, University Jean Monnet, INSERM, Saint-Etienne, France.
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24
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Fedewa R, Puri R, Fleischman E, Lee J, Prabhu D, Wilson DL, Vince DG, Fleischman A. Artificial Intelligence in Intracoronary Imaging. Curr Cardiol Rep 2020; 22:46. [DOI: 10.1007/s11886-020-01299-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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Current Advances in the Diagnostic Imaging of Atherosclerosis: Insights into the Pathophysiology of Vulnerable Plaque. Int J Mol Sci 2020; 21:ijms21082992. [PMID: 32340284 PMCID: PMC7216001 DOI: 10.3390/ijms21082992] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 04/02/2020] [Accepted: 04/15/2020] [Indexed: 12/13/2022] Open
Abstract
Atherosclerosis is a lipoprotein-driven inflammatory disorder leading to a plaque formation at specific sites of the arterial tree. After decades of slow progression, atherosclerotic plaque rupture and formation of thrombi are the major factors responsible for the development of acute coronary syndromes (ACSs). In this regard, the detection of high-risk (vulnerable) plaques is an ultimate goal in the management of atherosclerosis and cardiovascular diseases (CVDs). Vulnerable plaques have specific morphological features that make their detection possible, hence allowing for identification of high-risk patients and the tailoring of therapy. Plaque ruptures predominantly occur amongst lesions characterized as thin-cap fibroatheromas (TCFA). Plaques without a rupture, such as plaque erosions, are also thrombi-forming lesions on the most frequent pathological intimal thickening or fibroatheromas. Many attempts to comprehensively identify vulnerable plaque constituents with different invasive and non-invasive imaging technologies have been made. In this review, advantages and limitations of invasive and non-invasive imaging modalities currently available for the identification of plaque components and morphologic features associated with plaque vulnerability, as well as their clinical diagnostic and prognostic value, were discussed.
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Kwon TG, Jang AY, Kim SW, Hong YJ, Bae JH, Lee SY, Kim SH, Han SH. Design and rationale of a randomized control trial testing the effectiveness of combined therapy with STAtin plus FENOfibrate and statin alone in non-diabetic, combined dyslipidemia patients with non-intervened intermediate coronary artery disease - STAFENO study. Trials 2020; 21:353. [PMID: 32321551 PMCID: PMC7178941 DOI: 10.1186/s13063-020-04291-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Accepted: 03/28/2020] [Indexed: 01/14/2023] Open
Abstract
Background Despite the chronicled success of low-density lipoprotein cholesterol (LDLc)-lowering statin therapy, substantial residual cardiovascular (CV) disease risk remains a problem worldwide, highlighting the need to for combination therapies targeting non-LDLc factors, such as with fenofibrate. Methods/design The STAFENO trial is a prospective, randomized, open-label, multi-center trial to compare the effect of statin plus fenofibrate with statin alone on the reduction and stabilization of plaque in non-diabetic, combined dyslipidemia patients with non-intervened, intermediate coronary artery disease (CAD) using virtual histology-intravascular ultrasound at 12 months. A total of 106 eligible patients are planned to be randomized to receive either a combination therapy (rosuvastatin 10 mg plus fenofibrate 160 mg/day) or monotherapy (rosuvastatin 10 mg/day) for 12 months. The primary endpoint of this study is the percentage change in the necrotic core volume. Secondary endpoints include changes in tissue characteristics and 1-year major CV events, including all-cause mortality, CV mortality, nonfatal myocardial infarction, stroke, and revascularization of the intervened and non-intervened lesions. Discussion The STAFENO trial will address whether combination treatment of statin and fenofibrate has an additive beneficial effect compared to statin alone on the reduction and stabilization of plaque and CV events in non-diabetic, combined dyslipidemia patients with non-intervened intermediate CAD. Trial registration ClinicalTrials.gov, NCT02232360. Registered 9 February 2014. https://register.clinicaltrials.gov/prs/app/action/SelectProtocol?sid=S0004ULE&selectaction=Edit&uid=U00023SZ&ts=2&cx=juppd2
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Affiliation(s)
- Taek-Geun Kwon
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Konyang University Hospital, Daejeon, Republic of Korea
| | - Albert Youngwoo Jang
- Division of Cardiology, Department of Internal Medicine, Gachon University College of Medicine, Gil Hospital, Incheon, Republic of Korea
| | - Sang Wook Kim
- Division of Cardiology, Department of Internal Medicine, Cardiovascular-Arrhythmia Center, Chung-Ang University Hospital, Seoul, Republic of Korea
| | - Young Joon Hong
- Division of Cardiology, Department of Internal Medicine, Chonnam National University Hospital, Gwangju, Republic of Korea
| | - Jang-Ho Bae
- Division of Cardiology, Department of Internal Medicine, College of Medicine, Konyang University Hospital, Daejeon, Republic of Korea
| | - Sung Yun Lee
- Division of Cardiology, Department of Internal Medicine, Inje University Ilsan Paik Hospital, Goyang, Republic of Korea
| | - Sang-Hyun Kim
- Division of Cardiology, Department of Internal Medicine, Cardiovascular Center, Seoul National University College of Medicine Boramae Medical Center, Seoul, Republic of Korea
| | - Seung Hwan Han
- Division of Cardiology, Department of Internal Medicine, Gachon University College of Medicine, Gil Hospital, Incheon, Republic of Korea.
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Henein MY, Vancheri S, Bajraktari G, Vancheri F. Coronary Atherosclerosis Imaging. Diagnostics (Basel) 2020; 10:diagnostics10020065. [PMID: 31991633 PMCID: PMC7168918 DOI: 10.3390/diagnostics10020065] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Revised: 01/21/2020] [Accepted: 01/21/2020] [Indexed: 02/05/2023] Open
Abstract
Identifying patients at increased risk of coronary artery disease, before the atherosclerotic complications become clinically evident, is the aim of cardiovascular prevention. Imaging techniques provide direct assessment of coronary atherosclerotic burden and pathological characteristics of atherosclerotic lesions which may predict the progression of disease. Atherosclerosis imaging has been traditionally based on the evaluation of coronary luminal narrowing and stenosis. However, the degree of arterial obstruction is a poor predictor of subsequent acute events. More recent techniques focus on the high-resolution visualization of the arterial wall and the coronary plaques. Most acute coronary events are triggered by plaque rupture or erosion. Hence, atherosclerotic plaque imaging has generally focused on the detection of vulnerable plaque prone to rupture. However, atherosclerosis is a dynamic process and the plaque morphology and composition may change over time. Most vulnerable plaques undergo progressive transformation from high-risk to more stable and heavily calcified lesions, while others undergo subclinical rupture and healing. Although extensive plaque calcification is often associated with stable atherosclerosis, the extent of coronary artery calcification strongly correlates with the degree of atherosclerosis and with the rate of future cardiac events. Inflammation has a central role in atherogenesis, from plaque formation to rupture, hence in the development of acute coronary events. Morphologic plaque assessment, both invasive and non-invasive, gives limited information as to the current activity of the atherosclerotic disease. The addition of nuclear imaging, based on radioactive tracers targeted to the inflammatory components of the plaques, provides a highly sensitive assessment of coronary disease activity, thus distinguishing those patients who have stable disease from those with active plaque inflammation.
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Affiliation(s)
- Michael Y. Henein
- Institute of Public Health and Clinical Medicine, Umea University, SE-90187 Umea, Sweden; (M.Y.H.); (G.B.)
- Departments of Fluid Mechanics, Brunel University, Middlesex, London UB8 3PH, UK
- Molecular and Nuclear Research Institute, St George’s University, London SW17 0RE, UK
| | - Sergio Vancheri
- Radiology Department, I.R.C.C.S. Policlinico San Matteo, 27100 Pavia, Italy;
| | - Gani Bajraktari
- Institute of Public Health and Clinical Medicine, Umea University, SE-90187 Umea, Sweden; (M.Y.H.); (G.B.)
- Medical Faculty, University of Prishtina, 10000 Prishtina, Kosovo
- Clinic of Cardiology, University Clinical Centre of Kosova, 10000 Prishtina, Kosovo
| | - Federico Vancheri
- Internal Medicine, S.Elia Hospital, 93100 Caltanissetta, Italy
- Correspondence:
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Lee J, Hwang YN, Kim GY, Kwon JY, Kim SM. Automated classification of dense calcium tissues in gray-scale intravascular ultrasound images using a deep belief network. BMC Med Imaging 2019; 19:103. [PMID: 31888535 PMCID: PMC6937730 DOI: 10.1186/s12880-019-0403-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2019] [Accepted: 12/18/2019] [Indexed: 01/20/2023] Open
Abstract
Background IVUS is widely used to quantitatively assess coronary artery disease. The purpose of this study was to automatically characterize dense calcium (DC) tissue in the gray scale intravascular ultrasound (IVUS) images using the image textural features. Methods A total of 316 Gy-scale IVUS and corresponding virtual histology images from 26 patients with acute coronary syndrome who underwent IVUS along with X-ray angiography between October 2009 to September 2014 were retrospectively acquired and analyzed. One expert performed all procedures and assessed their IVUS scans. After image acquisition, the DC candidate and corresponding acoustic shadow regions were automatically determined. Then, nine image-base feature groups were extracted from the DC candidates. In order to reduce the dimensionalities, principal component analysis (PCA) was performed, and selected feature sets were utilized as an input for a deep belief network. Classification results were validated using 10-fold cross validation. Results The dimensionality of the feature map was efficiently reduced by 50% (from 66 to 33) without any performance decrease using PCA method. Sensitivity, specificity, and accuracy of the proposed method were 92.8 ± 0.1%, 85.1 ± 0.1%, and 88.4 ± 0.1%, respectively (p < 0.05). We found that the window size could largely influence the characterization results, and selected the 5 × 5 size as the best condition. We also validated the performance superiority of the proposed method with traditional classification methods. Conclusions These experimental results suggest that the proposed method has significant clinical applicability for IVUS-based cardiovascular diagnosis.
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Affiliation(s)
- Juhwan Lee
- Department of Biomedical Engineering, Case Western Reserve University, 10900, Euclid Avenue, Cleveland, OH, 44106, USA
| | - Yoo Na Hwang
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus, (10326) 32, Dongguk-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Ga Young Kim
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus, (10326) 32, Dongguk-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Ji Yean Kwon
- Department of Medical Devices Industry, Dongguk University-Seoul, (04620) 30, Pildong-ro 1-gil, Jung-gu, Seoul, Republic of Korea
| | - Sung Min Kim
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus, (10326) 32, Dongguk-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Republic of Korea. .,Department of Medical Devices Industry, Dongguk University-Seoul, (04620) 30, Pildong-ro 1-gil, Jung-gu, Seoul, Republic of Korea.
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Liu Y, Li CP, Wang YY, Dong YN, Liu HW, Xiao JY, Gao MD, Wang JX, Li XW, Zhang N, Ma J, Gao J. Prediction of Major Adverse Cardiovascular Events and Slow/No-Reflow by Virtual Histology Imaging After Percutaneous Interventions on Saphenous Vein Grafts. Angiology 2019; 71:263-273. [PMID: 31867979 DOI: 10.1177/0003319719892354] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Saphenous vein grafts disease (SVGD) is a common complication after coronary artery bypass graft (CABG) and usually treated by percutaneous coronary intervention (PCI). In this prospective cohort study, we performed virtual histology-intravascular ultrasound to investigate whether plaque composition and morphological characteristics were associated with post-PCI major adverse cardiac events (MACEs) and slow/no-reflow in patients with SVGD. Patients (n = 90) were studied (76.7% men, mean age 64.9 ± 8.2 years and mean duration of SVG 8.0 ± 3.6 years). There were 77.8% lesions with a plaque burden of at least 70%; 18 MACE incidences accumulated in 14 patients over 12 months post-PCI and slow/no-reflow was observed in 12 patients. On adjusted multivariate analysis, lesion length (hazard ratio [HR] = 1.05; 95% confidence interval [CI]: 1.01-1.08]); age of CABG (HR = 1.51 [95% CI: 1.11-2.05], and absolute necrotic core (NC) area (HR = 8.04 [95% CI: 1.86-34.73]) were independently associated with MACEs. Factors independently associated with slow/no-reflow post-PCI were preprocedure systolic blood pressure (odds ratio [OR] = 0.98; 95% CI: 0.96-0.99) and absolute NC area (OR = 2.47 (95% CI: 1.14-5.36). A cutoff value of absolute NC area at ≥1.1 mm2 may serve as a significant risk predictor for no-reflow after SVG-PCI. Factors associated with MACEs and the slow/no-reflow phenomenon following PCI of the SVG can be used in risk assessment of SVG.
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Affiliation(s)
- Yin Liu
- Department of Cardiology, Tianjin Chest Hospital, Jinnan, Tianjin, People's Republic of China
| | - Chang-Ping Li
- Tianjin Medical University, Heping, Tianjin, People's Republic of China
| | - Yue-Ying Wang
- Tianjin Medical University, Heping, Tianjin, People's Republic of China
| | - Ya-Nan Dong
- Tianjin Medical University, Heping, Tianjin, People's Republic of China
| | - Hong-Wei Liu
- Tianjin Medical University, Heping, Tianjin, People's Republic of China
| | - Jian-Yong Xiao
- Department of Cardiology, Tianjin Chest Hospital, Jinnan, Tianjin, People's Republic of China
| | - Ming-Dong Gao
- Department of Cardiology, Tianjin Chest Hospital, Jinnan, Tianjin, People's Republic of China
| | - Ji-Xiang Wang
- Department of Cardiology, Tianjin Chest Hospital, Jinnan, Tianjin, People's Republic of China
| | - Xiao-Wei Li
- Department of Cardiology, Tianjin Chest Hospital, Jinnan, Tianjin, People's Republic of China
| | - Nan Zhang
- Department of Cardiology, Tianjin Chest Hospital, Jinnan, Tianjin, People's Republic of China
| | - Jun Ma
- Tianjin Medical University, Heping, Tianjin, People's Republic of China
| | - Jing Gao
- Cardiovascular Institute, Tianjin Chest Hospital, Jinnan, Tianjin, People's Republic of China
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Kok AM, Molony DS, Timmins LH, Ko YA, Boersma E, Eshtehardi P, Wentzel JJ, Samady H. The influence of multidirectional shear stress on plaque progression and composition changes in human coronary arteries. EUROINTERVENTION 2019; 15:692-699. [DOI: 10.4244/eij-d-18-00529] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Watanabe M, Fukazawa R, Ogawa S, Ohkubo T, Abe M, Hashimoto K, Hashimoto Y, Itoh Y. Virtual histology intravascular ultrasound evaluation of coronary artery lesions within 1 year and more than 10 years after the onset of Kawasaki disease. J Cardiol 2019; 75:171-176. [PMID: 31444141 DOI: 10.1016/j.jjcc.2019.06.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 06/17/2019] [Accepted: 06/20/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND Coronary artery evaluation by virtual histological intravascular ultrasonography (VH-IVUS) late in Kawasaki disease (KD) shows intimal thickening, calcification, fatty components, and necrosis of regressed coronary artery lesions (CALs). However, it is not clear when these VH-IVUS findings start to occur. Therefore, we evaluated coronary arteries using VH-IVUS in patients with early-stage KD and tried to determine whether these atherosclerotic findings on VH-IVUS were different from that in patients with late-stage KD. METHODS Eighteen patients with KD aged between 1 and 32 years who had CALs and underwent cardiac catheterization between January 1, 2008 and December 31, 2014 were included. They were divided into 2 groups-those with the disease for <1 year (group A) and those with it for >10 years (group B). VH-IVUS findings were compared between the groups. The coronary arteries were divided based on coronary angiography findings into normal, regressed (dilated CALs regressed to a normal size), and aneurysmal lesions. The Wilcoxon signed-rank test was used in the statistical analysis. RESULTS In both regressed and aneurysmal lesions, marked intimal proliferation and atherosclerotic findings (fibro-fatty and necrotic core lesions) were observed. In addition, there was no difference in the area percentage of atherosclerosis between the groups. CONCLUSIONS VH-IVUS revealed that atherosclerotic-like findings exist in CALs in patients with KD, even within a year of onset. The findings were almost the same in those with the disease for >10 years. Because there is no histological evidence of atherosclerosis in KD, these VH-IVUS findings may indicate complex histological findings of KD. Nevertheless, early interventions to help reduce the risk factors of atherosclerosis may be required in these patients.
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Affiliation(s)
- Makoto Watanabe
- Department of Pediatrics, Nippon Medical School, Tokyo, Japan
| | - Ryuji Fukazawa
- Department of Pediatrics, Nippon Medical School, Tokyo, Japan.
| | - Shunichi Ogawa
- Department of Pediatrics, Nippon Medical School, Tokyo, Japan
| | - Takashi Ohkubo
- Department of Pediatrics, Nippon Medical School, Tokyo, Japan
| | - Masanori Abe
- Department of Pediatrics, Nippon Medical School, Tokyo, Japan
| | - Koji Hashimoto
- Department of Pediatrics, Nippon Medical School, Tokyo, Japan
| | | | - Yasuhiko Itoh
- Department of Pediatrics, Nippon Medical School, Tokyo, Japan
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Arora S, Andreassen AK, Karason K, Gustafsson F, Eiskjær H, Bøtker HE, Rådegran G, Gude E, Ioanes D, Solbu D, Dellgren G, Ueland T, Aukrust P, Gullestad L. Effect of Everolimus Initiation and Calcineurin Inhibitor Elimination on Cardiac Allograft Vasculopathy in De Novo Heart Transplant Recipients. Circ Heart Fail 2019; 11:e004050. [PMID: 30354362 DOI: 10.1161/circheartfailure.117.004050] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Cardiac allograft vasculopathy (CAV) limits survival after heart transplantation, and the effect of different immunosuppressive regimens on CAV is not fully understood. The randomized SCHEDULE trial (Scandinavian Heart Transplant Everolimus De Novo Study With Early Calcineurin Inhibitors Avoidance) evaluated whether initiation of the proliferation signal inhibitor everolimus and early cyclosporine elimination can reduce CAV development. Methods and Results The SCHEDULE trial was a multicenter Scandinavian trial, where 115 de novo heart transplantation recipients were randomized to everolimus with complete cyclosporine withdrawal 7 to 11 weeks after heart transplantation or standard cyclosporine-based immunosuppression. Seventy-six (66%) patients had matched intravascular ultrasound examinations at baseline and 12 and 36 months. Intravascular ultrasound analysis evaluated maximal intimal thickness, percent atheroma volume, and total atheroma volume. Qualitative plaque analysis using virtual histology assessed fibrous, fibrofatty, and calcified tissue as well as necrotic core. Serum inflammatory markers were measured in parallel. The everolimus group (n=37) demonstrated significantly reduced CAV progression as compared with the cyclosporine group (n=39) at 36 months (Δ maximal intimal thickness, 0.09±0.05 versus 0.15±0.16 mm [ P=0.03]; Δ percent atheroma volume, 5.3±2.8% versus 7.6±5.9% [ P=0.03]; and Δ total atheroma volume, 33.9±71.2 versus 54.2±96.0 mm3 [ P=0.34], respectively]. At 36 months the number of everolimus patients with rejection graded ≥2R was 15 (41%) as compared with 5 (13%) in the cyclosporine group ( P=0.01). Everolimus did not affect CAV morphology or immune marker activity during the follow-up period. Conclusions The SCHEDULE trial demonstrates that everolimus initiation and early cyclosporine elimination significantly reduces CAV progression at 12 months, and this beneficial effect is clearly sustained at 36 months. Clinical trial registration URL: https://www.clinicaltrials.gov . Unique identifier: NCT01266148.
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Affiliation(s)
- Satish Arora
- Department of Cardiology, Oslo University Hospital, Rikshospitalet, Norway (S.A., A.K.A., E.G., L.G.).,Center for Heart Failure Research, University of Oslo and Faculty of Medicine, University of Oslo, Norway (S.A.)
| | - Arne K Andreassen
- Department of Cardiology, Oslo University Hospital, Rikshospitalet, Norway (S.A., A.K.A., E.G., L.G.)
| | - Kristjan Karason
- Department of Cardiology, Sahlgrenska University Hospital, Gothenburg, Sweden (K.K., D.I.)
| | - Finn Gustafsson
- Department of Cardiology, Rigshospitalet, Copenhagen, Denmark (F.G.)
| | - Hans Eiskjær
- Department of Cardiology, Aarhus University Hospital, Denmark (H.E., H.E.B.)
| | - Hans Erik Bøtker
- Department of Cardiology, Aarhus University Hospital, Denmark (H.E., H.E.B.)
| | - Göran Rådegran
- The Section for Heart Failure and Valvular Disease, VO Heart and Lung Medicine, Skåne University Hospital and Department of Clinical Sciences, Lund University, Sweden (G.R.)
| | - Einar Gude
- Department of Cardiology, Oslo University Hospital, Rikshospitalet, Norway (S.A., A.K.A., E.G., L.G.)
| | - Dan Ioanes
- Department of Cardiology, Sahlgrenska University Hospital, Gothenburg, Sweden (K.K., D.I.)
| | - Dag Solbu
- Novartis Norge AS, Oslo, Norway (D.S.)
| | - Göran Dellgren
- Transplant Institute, Sahlgrenska University Hospital, Gothenburg, Sweden (G.D.)
| | - Thor Ueland
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Norway (T.U., P.A.).,K.G. Jebsen Inflammatory Research Center, Faculty of Medicine, University of Oslo, Norway (T.U., P.A.).,K. G. Jebsen Thrombosis Research and Expertise Center, University of Tromsø, Norway (T.U., P.A.).,Faculty of Medicine, University of Oslo, Norway (T.U., P.A., L.G.)
| | - Pål Aukrust
- Research Institute of Internal Medicine, Oslo University Hospital, Rikshospitalet, Norway (T.U., P.A.).,Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, Rikshospitalet, Norway (P.A.).,K.G. Jebsen Inflammatory Research Center, Faculty of Medicine, University of Oslo, Norway (T.U., P.A.).,K. G. Jebsen Thrombosis Research and Expertise Center, University of Tromsø, Norway (T.U., P.A.).,Faculty of Medicine, University of Oslo, Norway (T.U., P.A., L.G.)
| | - Lars Gullestad
- Department of Cardiology, Oslo University Hospital, Rikshospitalet, Norway (S.A., A.K.A., E.G., L.G.).,Faculty of Medicine, University of Oslo, Norway (T.U., P.A., L.G.)
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Seo YH, Kim YK, Song IG, Kim KH, Kwon TG, Bae JH. Long-term clinical outcomes in patients with untreated non-culprit intermediate coronary lesion and evaluation of predictors by using virtual histology-intravascular ultrasound; a prospective cohort study. BMC Cardiovasc Disord 2019; 19:187. [PMID: 31382885 PMCID: PMC6683474 DOI: 10.1186/s12872-019-1173-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2018] [Accepted: 07/29/2019] [Indexed: 11/21/2022] Open
Abstract
Background It is uncertain whether the coronary lesion with intermediate stenosis is more likely to cause cardiovascular events than a normal or minimal lesion. We conducted a single-center, prospective cohort study to identify long-term clinical outcomes of patients with untreated non-culprit intermediate lesion and evaluate its predictor of cardiovascular events by using virtual histology-intravascular ultrasound (VH-IVUS). Methods Subjects with non-culprit intermediate lesion underwent VH-IVUS were prospectively registered after percutaneous coronary intervention at the culprit lesion. Intermediate lesion was defined as 30 to 70% stenosis in coronary angiography and primary outcome was an occurrence of major adverse cardiovascular events (MACE) defined as all-cause death, intermediate lesion revascularization (InLR), minimal lesion revascularization (MnLR, unplanned revascularization elsewhere in the target vessel or in other coronary arteries which looked normal or minimal stenosis), cerebrovascular events, or non-fatal myocardial infarction (MI). The mean follow-up period was 4.2 years. Results Total 25 MACE, approximately 7% incidence annually, were identified during a follow-up period in 86 patients with 89 intermediate lesions. InLR (n = 13) was a most common event followed by MnLR (n = 6), non-fatal MI (n = 4), all-cause death (n = 3), and cerebrovascular events (n = 1). Diameter stenosis (OR 1.07, 95% CI 1.01–1.12, p = 0.015), plaque burden (PB, OR 1.07, 95% CI 1.00–1.15, p = 0.040), fibrofatty area (FFA, OR 1.61, 95% CI 1.10–2.38, p = 0.016), PB ≥ 70% (OR 3.93, 95% CI 1.28–12.07, p = 0.018), and area stenosis ≥ 50% (OR 2.94, 95% CI 1.01–8.56, p = 0.042) showed significant relationships with an occurrence of MACE. In multivariable Cox-proportional hazard analysis, FFA in intermediate lesion was an only independent predictor of MACE (HR 1.36, 95% CI 1.05–1.77, p = 0.019). Conclusions Untreated intermediate lesions had a significantly higher chance for requiring revascularization compared with a normal or minimal lesion. And also, a large FFA in intermediate lesion was a significant predictor of cardiovascular events and which finding was mainly driven by coronary-related events, in particularly intermediate lesion progression.
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Affiliation(s)
- Young Hoon Seo
- Division of Cardiology, Heart Center, Konyang University Hospital, 158, Gwanjeodong-Ro, Seo-Gu, Daejeon, 35365, South Korea
| | - Yong-Kyun Kim
- Division of Cardiology, Heart Center, Konyang University Hospital, 158, Gwanjeodong-Ro, Seo-Gu, Daejeon, 35365, South Korea
| | - In Geol Song
- Division of Cardiology, Heart Center, Konyang University Hospital, 158, Gwanjeodong-Ro, Seo-Gu, Daejeon, 35365, South Korea
| | - Ki-Hong Kim
- Division of Cardiology, Heart Center, Konyang University Hospital, 158, Gwanjeodong-Ro, Seo-Gu, Daejeon, 35365, South Korea
| | - Taek-Geun Kwon
- Division of Cardiology, Heart Center, Konyang University Hospital, 158, Gwanjeodong-Ro, Seo-Gu, Daejeon, 35365, South Korea
| | - Jang-Ho Bae
- Division of Cardiology, Heart Center, Konyang University Hospital, 158, Gwanjeodong-Ro, Seo-Gu, Daejeon, 35365, South Korea.
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Chiocchi M, Morosetti D, Chiaravalloti A, Loreni G, Gandini R, Simonetti G. Intravascular ultrasound assisted carotid artery stenting: randomized controlled trial. Preliminary results on 60 patients. J Cardiovasc Med (Hagerstown) 2019; 20:248-252. [PMID: 23292649 DOI: 10.2459/jcm.0b013e32835898f1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AIMS The primary aim is the evaluation of the usefulness of intravascular ultrasound (IVUS) in the identification of otherwise unnoticed complications during carotid stenting. The secondary aim is the evaluation of the impact of IVUS assistance in the procedural outcomes and long-term patency rates of carotid artery stenting. MATERIALS AND METHODS Sixty patients who underwent carotid artery stenting (CAS) during a 14-month period were evaluated prospectively. Thirty patients (50%) underwent IVUS assisted CAS, 30 patients (50%) underwent CAS using angiography as the unique diagnostic tool. All patients were enrolled through a primary duplex ultrasound evaluation; as a secondary evaluation, 54 patients (90%) underwent a preprocedural magnetic resonance angiography, whereas six patients (10%) underwent computed tomography-angiography. Patients with preocclusive stenoses (>85%) were excluded. Mean follow-up was 23 W 5.3 months. RESULTS No periprocedural or late complications were observed. No statistical significance was observed in long-term stent patency between the two groups. Mean procedural time length of IVUS-assisted procedures was 10.3 W 5 min longer than non-IVUS-assisted procedures. Virtual histology (VH) IVUS evaluation of plaque morphology led to a different stent choice in three patients. In two cases, the IVUS assessment revealed a suboptimal stent deployment, solved by angioplasty; in one patient VH-IVUS detected plaque protrusion through stent cells, immediately treated by manual aspiration. CONCLUSIONS Though not recommended as a routine intraprocedural evaluation, IVUS may be useful for a real-time CAS control when treating challenging plaques, such as 'soft' or lipidic ones or those prone to rupture, or whenever an intraprocedural morphologic evaluation is required for the appropriate stent choice, or when higher embolic risk is evaluated.
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Affiliation(s)
- Marcello Chiocchi
- Università degli Studi di Roma 'Tor Vergata', Dipartimento di Biopatologia e Diagnostica per Immagini.,Fondazione 'PTV' -Policlinico 'Tor Vergata', Dipartimento di Diagnostica per Immagini, Imaging Molecolare, Radiologia Interventistica e Radioterapia, Rome, Italy
| | - Daniele Morosetti
- Università degli Studi di Roma 'Tor Vergata', Dipartimento di Biopatologia e Diagnostica per Immagini.,Fondazione 'PTV' -Policlinico 'Tor Vergata', Dipartimento di Diagnostica per Immagini, Imaging Molecolare, Radiologia Interventistica e Radioterapia, Rome, Italy
| | - Antonio Chiaravalloti
- Università degli Studi di Roma 'Tor Vergata', Dipartimento di Biopatologia e Diagnostica per Immagini.,Fondazione 'PTV' -Policlinico 'Tor Vergata', Dipartimento di Diagnostica per Immagini, Imaging Molecolare, Radiologia Interventistica e Radioterapia, Rome, Italy
| | - Giorgio Loreni
- Università degli Studi di Roma 'Tor Vergata', Dipartimento di Biopatologia e Diagnostica per Immagini.,Fondazione 'PTV' -Policlinico 'Tor Vergata', Dipartimento di Diagnostica per Immagini, Imaging Molecolare, Radiologia Interventistica e Radioterapia, Rome, Italy
| | - Roberto Gandini
- Università degli Studi di Roma 'Tor Vergata', Dipartimento di Biopatologia e Diagnostica per Immagini.,Fondazione 'PTV' -Policlinico 'Tor Vergata', Dipartimento di Diagnostica per Immagini, Imaging Molecolare, Radiologia Interventistica e Radioterapia, Rome, Italy
| | - Giovanni Simonetti
- Università degli Studi di Roma 'Tor Vergata', Dipartimento di Biopatologia e Diagnostica per Immagini.,Fondazione 'PTV' -Policlinico 'Tor Vergata', Dipartimento di Diagnostica per Immagini, Imaging Molecolare, Radiologia Interventistica e Radioterapia, Rome, Italy
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High shear stress on the coronary arterial wall is related to computed tomography-derived high-risk plaque: a three-dimensional computed tomography and color-coded tissue-characterizing intravascular ultrasonography study. Heart Vessels 2019; 34:1429-1439. [PMID: 30976923 DOI: 10.1007/s00380-019-01389-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 03/22/2019] [Indexed: 10/27/2022]
Abstract
Low wall shear stress (WSS) is associated with plaque formation. However, the relationship between WSS and coronary plaque vulnerability remains unclear. Therefore, this study aimed to clarify the in vivo relationship between luminal WSS derived from three-dimensional (3D) computed tomography (CT) and plaque vulnerability within the coronary artery. Forty-three consecutive patients with ischemic heart disease and coronary stenotic lesions were enrolled and underwent coronary angiography and color-coded intravascular ultrasonography (iMap™) followed by multi-slice coronary CT angiography. CT-derived high-risk plaque was defined by specific CT characteristics, including low CT intensity (< 30 HU) and positive remodeling. The Student's t test, Mann-Whitney U test, χ2 test, repeated measures analysis of variance, and logistic and multiple regression were used for statistical analyses. CT-derived high-risk plaque (n = 15) had higher values of maximum and average shear stress than CT-derived stable plaque (474 ± 453 vs. 158 ± 138 Pa, p = 0.018; 4.2 ± 3.1 vs. 1.6 ± 1.2 Pa, p = 0.007, respectively). Compared with patients with CT-derived stable plaque, those with CT-derived high-risk plaque had a higher prevalence of necrotic and lipidic characteristics (44 ± 13 vs. 31 ± 11%, p = 0.001) based on iMap™. Multivariate logistic regression analysis showed that the average WSS and necrotic plus lipidic content were independent determinants of CT-derived high-risk plaque (average WSS: odds ratio 2.996, p = 0.014; necrotic plus lipidic content: odds ratio 1.306, p = 0.036). Our findings suggested that CT-derived high-risk plaque may coexist with high shear stress on the plaque surface.
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Long-term darapladib use does not affect coronary plaque composition assessed using multimodality intravascular imaging modalities: a randomized-controlled study. Coron Artery Dis 2019; 29:104-113. [PMID: 29135482 DOI: 10.1097/mca.0000000000000573] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Lipoprotein-associated phospholipase A2 (Lp-PLA2) may play a role in plaque progression and vulnerability. We aimed to define plaque characteristics on multimodality intravascular imaging in patients with coronary endothelial dysfunction in response to long-term inhibition of Lp-PLA2 by darapladib. PATIENTS AND METHODS This is a double-blinded, randomized study screening 70 patients, and enrolling 54 patients with suspected ischemia, without obstructive disease on angiography and with coronary endothelial dysfunction by invasive assessment. Patients were randomized to receive darapladib or placebo for 6 months. Forty patients underwent multimodality intravascular imaging at baseline and after 6 months of therapy. Several parameters of plaque vulnerability were measured, including maximum value of lipid core burden index for any of the 4-mm segment (maxLCBI4 mm) by near-infrared spectroscopy. Microchannels and macrophages were assessed using optical coherence tomography and necrotic core volume by virtual histology intravascular ultrasound. RESULTS There was no significant difference in maxLCBI4 mm [64.56 (7.74, 128.56) vs. 22.43 (0, 75.63), P=0.522] or in macrophage images angle [-9.5° (-25.53°, 12.68°) vs. -16.7° (-28.6°, -4.8°), P=0.489] between groups. There was a trend toward shorter microchannel length in the darapladib arm [0, (-4.4, 0.2) mm vs. 0.8 (-0.15, 1.9) mm, P=0.08]. Percentage of necrotic core volume was not significantly different. CONCLUSION Thus, long-term inhibition of endogenous Lp-PLA2 activity with darapladib was not associated with a change in plaque progression and vulnerability indices after 6 months of therapy, and the endogenous Lp-PLA2 pathway may not play a direct role in the progression of early atherosclerosis in humans.
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Kim GY, Lee JH, Hwang YN, Kim SM. A novel intensity-based multi-level classification approach for coronary plaque characterization in intravascular ultrasound images. Biomed Eng Online 2018; 17:151. [PMID: 30396344 PMCID: PMC6219028 DOI: 10.1186/s12938-018-0586-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background Intravascular ultrasound (IVUS) is a commonly used diagnostic imaging method for coronary artery disease. Virtual histology (VH) characterizes the plaque components into fibrous tissue (FT), fibro-fatty tissue (FFT), necrotic core (NC), or dense calcium (DC). However, VH can obtain only a single-frame image in one cardiac cycle, and specific software is needed to obtain the radio frequency data. This study proposed a novel intensity-based multi-level classification model for plaque characterization. Methods The plaque-containing regions between the intima and the media-adventitia were segmented manually for all IVUS frames. A total of 54 features including first order statistics, grey level co-occurrence matrix, Law’s energy measures, extended grey level run length matrix, intensity, and local binary pattern were estimated from the plaque-containing regions. After feature extraction, optimal features were selected using principle component analysis (PCA), and these were utilized as the input for the classification models. Plaque components were classified into FT, FFT, NC, or DC using an intensity-based multi-level classification model consisting of three different nets. Net 1 differentiated low-intensity components into FT/FFT and NC/DC groups. Then, net 2 subsequently divided FT/FFT into FT or FFT, whereas the remainder and high-intensity components were classified into NC or DC via net 3. To improve classification accuracy, each net utilized three different input features obtained by PCA. Classification performance was evaluated in terms of sensitivity, specificity, accuracy, and receiver operating characteristic curve. Results Quantitative results indicated that the proposed method showed significantly high classification accuracy for all tissue types. The classifiers had classification accuracies of 85.1%, 71.9%, and 77.2%, respectively, and the areas under the curve were 0.845, 0.704, and 0.783. In particular, the proposed method achieved relatively high sensitivity (82.0%) and specificity (87.1%) for differentiating between the FT/FFT and NC/DC groups. Conclusions These results confirmed the clinical applicability of the proposed approach for IVUS-based tissue characterization.
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Affiliation(s)
- Ga Young Kim
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus, 32, Dongguk-ro, Ilsandong-gu, Goyang, Gyeonggi-do, 10326, Republic of Korea
| | - Ju Hwan Lee
- Department of Medical Devices Industry, 26, Pil-dong 3-ga, Jung-gu, Seoul, 04620, Republic of Korea
| | - Yoo Na Hwang
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus, 32, Dongguk-ro, Ilsandong-gu, Goyang, Gyeonggi-do, 10326, Republic of Korea
| | - Sung Min Kim
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus, 32, Dongguk-ro, Ilsandong-gu, Goyang, Gyeonggi-do, 10326, Republic of Korea. .,Department of Medical Devices Industry, 26, Pil-dong 3-ga, Jung-gu, Seoul, 04620, Republic of Korea.
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Koenig W, Giovas P, Nicholls SJ. Combining cholesterol-lowering strategies with imaging data: a visible benefit? Eur J Prev Cardiol 2018; 26:365-379. [PMID: 30160512 DOI: 10.1177/2047487318798059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Coronary artery disease is characterised by the development of atherosclerotic plaques and is associated with significant morbidity and mortality on a global level. However, many patients with atherosclerosis are asymptomatic and the prediction of acute coronary events is challenging. The role of imaging studies in characterising plaque morphology and stability is emerging as a valuable prognostic tool, while providing evidence for the beneficial effects of cholesterol-lowering therapy on plaque burden. This review provides an overview of contemporary studies describing the value of imaging strategies for atherosclerotic plaques. Coronary angiography is commonly used in the clinical setting, but requires a significant radiation dose (similar to computed tomography). Magnetic resonance imaging evaluation of coronary vessels would avoid exposure to ionising radiation, but is not yet feasible due to motion artefacts. The roles of alternative imaging techniques, including grey-scale intravascular ultrasound, optical coherence tomography and near-infrared spectroscopy have emerged in recent years. In particular, grey-scale intravascular ultrasound has been effectively applied to detect changes in plaque burden and features of plaques predictive of rupture, as well as plaque characteristics during cholesterol-lowering therapy, providing novel insights into factors that may contribute to treatment effectiveness. Challenges and limitations to the use of imaging techniques are considered in this context, along with future imaging strategies.
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Affiliation(s)
- Wolfgang Koenig
- 1 Deutsches Herzzentrum München, Technische Universität München, Germany.,2 DZHK (German Centre for Cardiovascular Research), partner site Munich Heart Alliance, Germany
| | | | - Stephen J Nicholls
- 4 South Australian Health and Medical Research Institute, University of Adelaide, Australia
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Morphological Features and Plaque Composition in Culprit Atheromatous Plaques of Patients with Acute Coronary Syndromes. JOURNAL OF CARDIOVASCULAR EMERGENCIES 2018. [DOI: 10.2478/jce-2018-0012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Abstract
Background: The independent role of each plaque feature in relation to plaque vulnerability is still the subject of ongoing research. This study aimed to compare the morphologic characteristics of vulnerable atheromatous coronary plaques with the ones of stable, non-vulnerable plaques, and in plaques with different locations in the coronary tree, in order to identify the most relevant imaging-based biomarkers associated with coronary plaque vulnerability.
Material and methods: This was a prospective observational, non-randomized study that included 50 patients with unstable angina who underwent computed tomography angiography for assessment of the entire coronary artery tree followed by complex morphologic analysis of all lesions, divided into two groups: group 1 – 25 patients with vulnerable plaque (VP) and group 2 – 25 age- and gender-matched patients with non-vulnerable plaque (NVP).
Results: Lesions with a stenosis degree >70% were significantly longer than those with a stenosis degree <70% (8.27 ± 2.74 mm vs. 5.56 ± 4.11 mm, p = 0.04). VP presented significantly higher values of plaque thickness (p = 0.0005), plaque burden (p = 0.0004), and higher total plaque volume (p = 0.0005) than NVP. The remodeling index was not significantly different between the groups (p = 0.6), but the eccentricity index was (0.24 ± 0.14 compared to 0.14 ± 0.17, p = 0.023). Linear regression analysis revealed a significant correlation between plaque burden and plaque components in VP (r = 0.76, p <0.0001 for necrotic core; r = 0.62, p = 0.0008 for fibro-fatty tissue; and r = 0.5, p = 0.01 for fibrotic tissue volume). Culprit plaques located in the right coronary artery presented significantly larger plaque burden volumes (91.17 ± 4.88 mm3 vs. 83.35 ± 8.47 mm3, p = 0.04), larger volumes of necrotic core (82.03 ± 47.85 mm3 vs. 45.84 ± 43.72 mm3, p = 0.02) and fibrofatty tissue (53.23 ± 31.92 mm3 vs. 23.76 ± 20.90 mm3, p = 0.02) than the ones situated in the left coronary artery.
Conclusions: VPs from the culprit lesions exhibit a different phenotype than non-vulnerable ones, and vulnerability features are present in a significantly larger extent in VPs from the right coronary artery as compared to those from the left coronary artery.
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Habara M, Otsuka F, Tsuchikane E, Terashima M, Nasu K, Kinoshita Y, Murata A, Suzuki Y, Kawase Y, Okubo M, Matsuo H, Matsubara T, Yasuda S, Ishibashi-Ueda H, Suzuki T. In vivo tissue characterization of human atherosclerotic plaques by optical coherence tomography: A directional coronary atherectomy study with histopathologic confirmation. Int J Cardiol 2018; 268:1-10. [PMID: 29804698 DOI: 10.1016/j.ijcard.2018.05.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 04/14/2018] [Accepted: 05/08/2018] [Indexed: 02/08/2023]
Abstract
BACKGROUND The histopathological validation of optical coherence tomography (OCT) in visualizing atherosclerotic plaques has been reported only in ex vivo studies. We sought to evaluate the accuracy of OCT in tissue characterization in vivo. METHODS AND RESULTS A total of 25 patients with stable angina pectoris who underwent directional coronary atherectomy (DCA) were included in the investigation, whereby OCT was performed before and after a single debulking. The debulked region was determined on OCT and classified into fibrous tissue, lipid, calcification, thrombus, and macrophage accumulation, which were compared with histology. Changes in OCT signal intensity in the deeper intimal region after DCA were also visually evaluated. Fibrous tissues were detected in all cases, while thrombus was identified only in 1 case, by both OCT and histology. The sensitivity, specificity, positive and negative predictive values, and predictive accuracy for lipid detection by OCT were 88.9%, 75.0%, 66.7%, 92.3%, and 80.0%; those for calcification were 50.0%, 100%, 100%, 91.3%, and 92.0%; and those for macrophage accumulation were 85.7%, 88.9%, 75.0%, 94.1%, and 88.0%, respectively. The false positive diagnoses for lipid were mostly attributed to the extracellular matrix accumulation containing less collagen. The false negative diagnoses for calcification were explained by the presence of lipid around the calcification. The OCT signal intensity in the deeper intimal region substantially increased after DCA in all cases. CONCLUSIONS The current study showed excellent predictive accuracy of in vivo OCT in tissue characterization, whereas the limitations of OCT were highlighted by an over-detection of lipid, under-detection of calcification, and underestimation of the deeper intimal matrix.
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Affiliation(s)
- Maoto Habara
- Department of Cardiovascular Medicine, Toyohashi Heart Center, Aichi, Japan.
| | - Fumiyuki Otsuka
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | - Etsuo Tsuchikane
- Department of Cardiovascular Medicine, Toyohashi Heart Center, Aichi, Japan
| | | | - Kenya Nasu
- Department of Cardiovascular Medicine, Toyohashi Heart Center, Aichi, Japan
| | | | - Akira Murata
- Department of Cardiovascular Medicine, Nagoya Heart Center, Aichi, Japan
| | - Yoriyasu Suzuki
- Department of Cardiovascular Medicine, Nagoya Heart Center, Aichi, Japan
| | - Yoshiaki Kawase
- Department of Cardiovascular Medicine, Gifu Heart Center, Gifu, Japan
| | - Munenori Okubo
- Department of Cardiovascular Medicine, Gifu Heart Center, Gifu, Japan
| | - Hitoshi Matsuo
- Department of Cardiovascular Medicine, Gifu Heart Center, Gifu, Japan
| | - Tetsuo Matsubara
- Department of Cardiovascular Medicine, Toyohashi Heart Center, Aichi, Japan
| | - Satoshi Yasuda
- Department of Cardiovascular Medicine, National Cerebral and Cardiovascular Center, Osaka, Japan
| | | | - Takahiko Suzuki
- Department of Cardiovascular Medicine, Toyohashi Heart Center, Aichi, Japan
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Haine S, Wouters K, Miljoen H, Vandendriessche T, Claeys M, Bosmans J, Vrints C. A higher volume of fibrotic tissue on virtual histology prior to coronary stent implantation predisposes to more pronounced neointima proliferation. Acta Cardiol 2018; 73:171-178. [PMID: 28799447 DOI: 10.1080/00015385.2017.1351258] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Since neointima smooth muscle cells (SMC) mainly originate from the vessel wall, we investigated whether atherosclerotic plaque composition influences subsequent in-stent neointima proliferation and restenosis. METHODS We performed intravascular ultrasound (IVUS) with virtual histology in 98 patients prior to elective bare-metal stent (BMS) implantation in de novo coronary artery lesions. Virtual histology variables pre-percutaneous coronary intervention (PCI) were related to in-stent neointima proliferation six months after implantation assessed as late luminal loss of 0.88 mm (interquartile range (IQR) 0.37-1.23 mm) on angiography and as maximal percentage area stenosis of 42% (IQR 33-59%) and percentage volume intima hyperplasia of 27% (IQR 20-36%) on IVUS. A ridge-trace based multiple linear regression model was constructed to account for multicollinearity of the virtual histology variables and was corrected for implanted stent length (18 mm, IQR 15-23 mm), stent diameter (3.0 mm, IQR 2.75-3.5 mm) and lesion volume (146 mm³, IQR 80-201 mm³) prior to PCI. RESULTS Fibrous tissue volume prior to PCI (49 mm³, IQR 30-77 mm³) was significantly and independently related to late luminal loss (p = .038), maximal percentage area stenosis (p = .041) and percentage volume intima hyperplasia (p = .004). Neither absolute nor relative amounts of fibrofatty, calcified or necrotic core tissue appeared related to any of the restenosis parameters. Subgroup analysis after exclusion of acute coronary syndrome (ACS) patients yielded similar results. CONCLUSION Lesions with more voluminous fibrotic tissue pre-PCI show more pronounced in-stent neointima proliferation, even after correction for lesion plaque volume.
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Affiliation(s)
- Steven Haine
- The Department of Cardiology, Antwerp University Hospital, Edegem, Belgium
- Department of Cardiology, University of Antwerp, Antwerp, Belgium
| | - Kristien Wouters
- Department of Scientific Coordination and Biostatistics, Antwerp University Hospital, Edegem, Belgium
| | - Hielko Miljoen
- The Department of Cardiology, Antwerp University Hospital, Edegem, Belgium
- Department of Cardiology, University of Antwerp, Antwerp, Belgium
| | - Tom Vandendriessche
- The Department of Cardiology, Antwerp University Hospital, Edegem, Belgium
- Department of Cardiology, University of Antwerp, Antwerp, Belgium
| | - Marc Claeys
- The Department of Cardiology, Antwerp University Hospital, Edegem, Belgium
- Department of Cardiology, University of Antwerp, Antwerp, Belgium
| | - Johan Bosmans
- The Department of Cardiology, Antwerp University Hospital, Edegem, Belgium
- Department of Cardiology, University of Antwerp, Antwerp, Belgium
| | - Christiaan Vrints
- The Department of Cardiology, Antwerp University Hospital, Edegem, Belgium
- Department of Cardiology, University of Antwerp, Antwerp, Belgium
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Spacek M, Zemanek D, Hutyra M, Sluka M, Taborsky M. Vulnerable atherosclerotic plaque - a review of current concepts and advanced imaging. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2018; 162:10-17. [DOI: 10.5507/bp.2018.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 02/06/2018] [Indexed: 01/31/2023] Open
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Abstract
PURPOSE OF REVIEW This short review summarizes the recent development in clinical and experimental imaging techniques for coronary atherosclerosis. RECENT FINDINGS Coronary atherosclerosis is the underlying disease of myocardial infarction, the leading cause of death in the industrialized world. Conventional ways of risk assessment, including evaluation of traditional risk factors and interrogation of luminal stenosis, have proven imprecise for the prediction of major events. Rapid advances in noninvasive imaging techniques including MRI, CT, and PET, as well as catheter-based methods, have opened the doors to more in-depth interrogation of plaque burden, composition, and many crucial pathological processes such as inflammation and hemorrhage. These emerging imaging modalities and methodologies, combined with conventional imaging evidences of anatomy and ischemia, offer the promises to provide comprehensive information of the disease status. There is tremendous clinical potential for imaging to improve the current management of coronary atherosclerosis, including the identification of high-risk patients for aggressive therapies and guiding personalized treatment. In this review, we provide an overview of the state-of-the-art coronary plaque imaging techniques focusing on their respective strengths and weaknesses, as well as their clinical outlook.
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Affiliation(s)
- Yibin Xie
- Biomedical Imaging Research Institute, Cedars Sinai Medical Center, 8700 Beverly Blvd., PACT Suite 400, Los Angeles, CA, 90048, USA
| | - Hang Jin
- Biomedical Imaging Research Institute, Cedars Sinai Medical Center, 8700 Beverly Blvd., PACT Suite 400, Los Angeles, CA, 90048, USA
- Department of Radiology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, China
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, 180 Feng Lin Road, Shanghai, China
| | - Debiao Li
- Biomedical Imaging Research Institute, Cedars Sinai Medical Center, 8700 Beverly Blvd., PACT Suite 400, Los Angeles, CA, 90048, USA.
- Department of Bioengineering, University of California, Los Angeles, CA, USA.
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Honda K, Matoba T, Antoku Y, Koga JI, Ichi I, Nakano K, Tsutsui H, Egashira K. Lipid-Lowering Therapy With Ezetimibe Decreases Spontaneous Atherothrombotic Occlusions in a Rabbit Model of Plaque Erosion: A Role of Serum Oxysterols. Arterioscler Thromb Vasc Biol 2018; 38:757-771. [PMID: 29449331 DOI: 10.1161/atvbaha.117.310244] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Accepted: 02/02/2018] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Plaque erosion is increasing its importance as one of the mechanisms of acute coronary syndromes in this statin era. However, the clinical efficacy of currently used lipid-lowering agents in the prevention of thrombotic complications associated with plaque erosion has not been clarified. Therefore, we examined the therapeutic effects of ezetimibe or rosuvastatin monotherapy on spontaneous atherothrombotic occlusion. APPROACH AND RESULTS Femoral arteries of Japanese white rabbits, fed a high-cholesterol diet, were injured by balloon catheter, and then angiotensin II was continuously administrated. In 94% of these arteries, spontaneous thrombotic occlusions were observed after 5 weeks (median) of balloon injury. Histochemical analyses indicated that the injured arteries had similar pathological features to human plaque erosions; (1) spontaneous thrombotic occlusion, (2) lack of endothelial cells, and (3) tissue factor expression in vascular smooth muscle cells. Ezetimibe (1.0 mg/kg per day), but not rosuvastatin (0.6 mg/kg per day), significantly decreased thrombotic occlusion of arteries accompanied with accelerated re-endothelialization and the decreases of serum oxysterols despite the comparable on-treatment serum cholesterol levels. The 7-ketocholesterol inhibited the migration of human umbilical vein endothelial cells. Both 7-ketocholesterol and 27-hydroxycholesterol increased tissue factor expression in cultured rat vascular smooth muscle cells. Tissue factor expression was also induced by serum from vehicle- or rosuvastatin-treated rabbits, but the induction was attenuated with serum from ezetimibe-treated rabbits. CONCLUSIONS We have established a novel rabbit model of spontaneous atherothromobotic occlusion without plaque rupture that is feasible to test the therapeutic effects of various pharmacotherapies. Ezetimibe may decrease atherothrombotic complications after superficial plaque erosion by reducing serum oxysterols.
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Affiliation(s)
- Katsuya Honda
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.)
| | - Tetsuya Matoba
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.).
| | - Yoshibumi Antoku
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.)
| | - Jun-Ichiro Koga
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.)
| | - Ikuyo Ichi
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.)
| | - Kaku Nakano
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.)
| | - Hiroyuki Tsutsui
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.)
| | - Kensuke Egashira
- From the Department of Cardiovascular Medicine, Graduate School of Medical Sciences (K.H., T.M., Y.A., H.T.) and Department of Cardiovascular Research, Development, and Translational Medicine (J.K., K.N., K.E.), Kyushu University, Fukuoka, Japan; and Graduate School of Humanities and Science, Ochanomizu University, Tokyo, Japan (I.I.)
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Association of D-dimer with Plaque Characteristics and Plasma Biomarkers of Oxidation-Specific Epitopes in Stable Subjects with Coronary Artery Disease. J Cardiovasc Transl Res 2018; 11:221-229. [PMID: 29344841 DOI: 10.1007/s12265-018-9790-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 01/09/2018] [Indexed: 12/20/2022]
Abstract
D-dimer has emerged as a biomarker of cardiovascular event risk, yet pathophysiological factors associated with plasma D-dimer levels in stable coronary artery disease (CAD) subjects are poorly understood. In 106 stable CAD subjects undergoing intravascular ultrasound with virtual histology (IVUS-VH), we measured D-dimer, lipoprotein(a) (Lp(a)), plasminogen, biomarkers reflecting oxidation-specific epitopes (OSE) such as oxidized phospholipids on apolipoprotein B-100 (OxPL-apoB), OxPL on plasminogen (OxPL-PLG), and autoantibodies to phosphorylcholine-BSA [PC-BSA] and a malondialdehyde [MDA] mimotope. In univariate analysis, D-dimer was positively associated with Lp(a), OxPL-apoB, OxPL-PLG, and coronary artery calcium, and inversely associated with autoantibodies to OSE and plaque fibrosis. D-dimer levels > 500 ng/ml also showed positive association with plaque necrosis. After multivariate analysis, D-dimer remained significantly associated with Lp(a) and plaque calcium. While further studies are needed, results provide evidence that plasma D-dimer levels are associated with levels of OxPLs and IVUS-VH indices linked to plaque erosion and rupture.
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Cardoso L, Weinbaum S. Microcalcifications, Their Genesis, Growth, and Biomechanical Stability in Fibrous Cap Rupture. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2018; 1097:129-155. [PMID: 30315543 DOI: 10.1007/978-3-319-96445-4_7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
For many decades, cardiovascular calcification has been considered as a passive process, accompanying atheroma progression, correlated with plaque burden, and apparently without a major role on plaque vulnerability. Clinical and pathological analyses have previously focused on the total amount of calcification (calcified area in a whole atheroma cross section) and whether more calcification means higher risk of plaque rupture or not. However, this paradigm has been changing in the last decade or so. Recent research has focused on the presence of microcalcifications (μCalcs) in the atheroma and more importantly on whether clusters of μCalcs are located in the cap of the atheroma. While the vast majority of μCalcs are found in the lipid pool or necrotic core, they are inconsequential to vulnerable plaque. Nevertheless, it has been shown that μCalcs located within the fibrous cap could be numerous and that they behave as an intensifier of the background circumferential stress in the cap. It is now known that such intensifying effect depends on the size and shape of the μCalc as well as the proximity between two or more μCalcs. If μCalcs are located in caps with very low background stress, the increase in stress concentration may not be sufficient to reach the rupture threshold. However, the presence of μCalc(s) in the cap with a background stress of about one fifth to one half the rupture threshold (a stable plaque) will produce a significant increase in local stress, which may exceed the cap rupture threshold and thus transform a non-vulnerable plaque into a vulnerable one. Also, the classic view that treats cardiovascular calcification as a passive process has been challenged, and emerging data suggest that cardiovascular calcification may encompass both passive and active processes. The passive calcification process comprises biochemical factors, specifically circulating nucleating complexes, which would lead to calcification of the atheroma. The active mechanism of atherosclerotic calcification is a cell-mediated process via cell death of macrophages and smooth muscle cells (SMCs) and/or the release of matrix vesicles by SMCs.
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Affiliation(s)
- Luis Cardoso
- Department of Biomedical Engineering, The City College of New York, New York, NY, USA.
| | - Sheldon Weinbaum
- Department of Biomedical Engineering, The City College of New York, New York, NY, USA
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Hwang YN, Lee JH, Kim GY, Shin ES, Kim SM. Characterization of coronary plaque regions in intravascular ultrasound images using a hybrid ensemble classifier. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2018; 153:83-92. [PMID: 29157464 DOI: 10.1016/j.cmpb.2017.10.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 09/18/2017] [Accepted: 10/04/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND AND OBJECTIVES The purpose of this study was to propose a hybrid ensemble classifier to characterize coronary plaque regions in intravascular ultrasound (IVUS) images. METHODS Pixels were allocated to one of four tissues (fibrous tissue (FT), fibro-fatty tissue (FFT), necrotic core (NC), and dense calcium (DC)) through processes of border segmentation, feature extraction, feature selection, and classification. Grayscale IVUS images and their corresponding virtual histology images were acquired from 11 patients with known or suspected coronary artery disease using 20 MHz catheter. A total of 102 hybrid textural features including first order statistics (FOS), gray level co-occurrence matrix (GLCM), extended gray level run-length matrix (GLRLM), Laws, local binary pattern (LBP), intensity, and discrete wavelet features (DWF) were extracted from IVUS images. To select optimal feature sets, genetic algorithm was implemented. A hybrid ensemble classifier based on histogram and texture information was then used for plaque characterization in this study. The optimal feature set was used as input of this ensemble classifier. After tissue characterization, parameters including sensitivity, specificity, and accuracy were calculated to validate the proposed approach. A ten-fold cross validation approach was used to determine the statistical significance of the proposed method. RESULTS Our experimental results showed that the proposed method had reliable performance for tissue characterization in IVUS images. The hybrid ensemble classification method outperformed other existing methods by achieving characterization accuracy of 81% for FFT and 75% for NC. In addition, this study showed that Laws features (SSV and SAV) were key indicators for coronary tissue characterization. CONCLUSIONS The proposed method had high clinical applicability for image-based tissue characterization.
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Affiliation(s)
- Yoo Na Hwang
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus (10326) 32, Dongguk-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Ju Hwan Lee
- Department of Medical Devices Industry, Dongguk University-Seoul (04620) 26, Pil-dong 3-ga, Jung-gu, Seoul, Republic of Korea
| | - Ga Young Kim
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus (10326) 32, Dongguk-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Republic of Korea
| | - Eun Seok Shin
- Department of Cardiology, Ulsan University Hospital, University of Ulsan College of Medicine (44033) 877, Bangeojinsunhwando-ro, Dong-gu, Ulsan, Republic of Korea
| | - Sung Min Kim
- Department of Medical Biotechnology, Dongguk University-Bio Medi Campus (10326) 32, Dongguk-ro, Ilsandong-gu, Goyang-si, Gyeonggi-do, Republic of Korea; Department of Medical Devices Industry, Dongguk University-Seoul (04620) 26, Pil-dong 3-ga, Jung-gu, Seoul, Republic of Korea.
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Timmins LH, Molony DS, Eshtehardi P, McDaniel MC, Oshinski JN, Giddens DP, Samady H. Oscillatory wall shear stress is a dominant flow characteristic affecting lesion progression patterns and plaque vulnerability in patients with coronary artery disease. J R Soc Interface 2017; 14:rsif.2016.0972. [PMID: 28148771 DOI: 10.1098/rsif.2016.0972] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2016] [Accepted: 01/06/2017] [Indexed: 01/26/2023] Open
Abstract
Although experimental studies suggest that low and oscillatory wall shear stress (WSS) promotes plaque transformation to a more vulnerable phenotype, this relationship has not been examined in human atherosclerosis progression. Thus, the aim of this investigation was to examine the association between oscillatory WSS, in combination with WSS magnitude, and coronary atherosclerosis progression. We hypothesized that regions of low and oscillatory WSS will demonstrate progression towards more vulnerable lesions, while regions exposed to low and non-oscillatory WSS will exhibit progression towards more stable lesions. Patients (n = 20) with non-flow-limiting coronary artery disease (CAD) underwent baseline and six-month follow-up angiography, Doppler velocity and radiofrequency intravascular ultrasound (VH-IVUS) acquisition. Computational fluid dynamics models were constructed to compute time-averaged WSS magnitude and oscillatory WSS. Changes in VH-IVUS-defined total plaque and constituent areas were quantified in focal regions (i.e. sectors; n = 14 235) and compared across haemodynamic categories. Compared with sectors exposed to low WSS magnitude, high WSS sectors demonstrated regression of total plaque area (p < 0.001) and fibrous tissue (p < 0.001), and similar progression of necrotic core. Sectors subjected to low and oscillatory WSS exhibited total plaque area regression, while low and non-oscillatory WSS sectors demonstrated total plaque progression (p < 0.001). Furthermore, compared with low and non-oscillatory WSS areas, sectors exposed to low and oscillatory WSS demonstrated regression of fibrous (p < 0.001) and fibrofatty (p < 0.001) tissue and similar progression of necrotic core (p = 0.82) and dense calcium (p = 0.40). Herein, we demonstrate that, in patients with non-obstructive CAD, sectors subjected to low and oscillatory WSS demonstrated regression of total plaque, fibrous and fibrofatty tissue, and progression of necrotic core and dense calcium, which suggest a transformation to a more vulnerable phenotype.
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Affiliation(s)
- Lucas H Timmins
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA .,Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA.,Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30322, USA
| | - David S Molony
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA.,Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Parham Eshtehardi
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Michael C McDaniel
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - John N Oshinski
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA.,Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Don P Giddens
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Habib Samady
- Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
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Analysis of Cardiovascular Tissue Components for the Diagnosis of Coronary Vulnerable Plaque from Intravascular Ultrasound Images. JOURNAL OF HEALTHCARE ENGINEERING 2017; 2017:9837280. [PMID: 29065676 PMCID: PMC5320383 DOI: 10.1155/2017/9837280] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 01/03/2017] [Accepted: 01/15/2017] [Indexed: 12/05/2022]
Abstract
The purpose of this study was to characterize cardiovascular tissue components and analyze the different tissue properties for predicting coronary vulnerable plaque from intravascular ultrasound (IVUS) images. For this purpose, sequential IVUS image frames were obtained from human coronary arteries using 20 MHz catheters. The plaque regions between the intima and media-adventitial borders were manually segmented in all IVUS images. Tissue components of the plaque regions were classified into having fibrous tissue (FT), fibrofatty tissue (FFT), necrotic core (NC), or dense calcium (DC). The media area and lumen diameter were also estimated simultaneously. In addition, the external elastic membrane (EEM) was computed to predict the vulnerable plaque after the tissue characterization. The reliability of manual segmentation was validated in terms of inter- and intraobserver agreements. The quantitative results found that the FT and the media as well as the NC would be good indicators for predicting vulnerable plaques in IVUS images. In addition, the lumen was not suitable for early diagnosis of vulnerable plaque because of the low significance compared to the other vessel parameters. To predict vulnerable plaque rupture, future study should have additional experiments using various tissue components, such as the EEM, FT, NC, and media.
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