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Huang SS, Huang WC, Tsai CT, Chen YY, Lee SH, Lu TM. Plasma asymmetric dimethylarginine is associated with vulnerable plaque and long-term outcomes in stable coronary artery disease. Sci Rep 2023; 13:7541. [PMID: 37160906 PMCID: PMC10169809 DOI: 10.1038/s41598-023-32728-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 03/31/2023] [Indexed: 05/11/2023] Open
Abstract
Asymmetric dimethylarginine (ADMA) is considered to be an atherogenic molecule. We aimed to investigate the relationship between ADMA and plaque vulnerability assessed by optical coherence tomography (OCT) in patients with stable coronary artery disease (CAD). Two hundred and forty-five patients with stable CAD undergoing OCT-guided percutaneous coronary intervention were included in this study and were divided into two groups according to their ADMA levels. Micro-vessel, macrophage accumulation, thin-cap fibroatheroma, intra-plaque calcium and lipid core content, and vulnerable score (VS) were evaluated by OCT analysis. The patients with higher ADMA levels had significantly higher calcium and lipid content (p < 0.001, respectively). There were significantly more micro-vessel and macrophage (32.8%, p = 0.004 and 52.5%, p < 0.001, respectively) and higher VS (87.7 ± 17.6, p < 0.001) in the higher ADMA group. Moreover, plasma ADMA level was significantly correlated with the intra-plaque lipid, calcium content and VS (p < 0.001, respectively). Plasma ADMA level was identified as an independent predictor of future adverse cardiovascular events, following OCT-guided PCI. In patients with stable CAD, higher plasma ADMA levels were significantly associated with the presence of intra-plaque lipid, calcification, vulnerable plaque, and poor long-term outcomes.
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Affiliation(s)
- Shao-Sung Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Wei-Chieh Huang
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan, ROC
| | - Chuan-Tsai Tsai
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Ying-Ying Chen
- Division of Nephrology, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan, ROC
| | - Sheng-Hua Lee
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
| | - Tse-Min Lu
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan, ROC.
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC.
- Department of Health Care Center, Taipei Veterans General Hospital, Taipei, Taiwan, ROC.
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Teng HI, Chen HY, Tsai CT, Huang WC, Chen YY, Hsueh CH, Hau WK, Lu TM. The clinical impact of serum 1,5-anhydro-D-glucitol levels on coronary artery calcification and adverse outcomes assessed by coronary optical coherence tomography in diabetic patients. Front Cardiovasc Med 2022; 9:997649. [PMID: 36110416 PMCID: PMC9468365 DOI: 10.3389/fcvm.2022.997649] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 08/09/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundSerum 1,5-anhydro-D-glucitol (1,5-AG) is a novel biomarker for short-term glycemic status and postprandial hyperglycemia. The association between serum 1,5-AG levels and coronary artery calcification (CAC) through a quantitative assessment using optical coherence tomography (OCT) is unclear. We aimed to evaluate this association using OCT in patients with diabetes mellitus (DM).MethodsFrom June 2016 to December 2019, we prospectively enrolled 256 patients who underwent OCT-guided percutaneous coronary intervention (PCI). Half of the patients had diabetes. Patients were followed up for a mean period of 1.8 ± 0.8 years (median: 2.2 years). The relative calcium index and relative lipid core index measured by quantitative OCT analysis were used to evaluate the intra-plaque calcium and lipid levels of culprit plaques. We also analyzed the correlation between serum 1,5-AG levels and long-term major adverse cardiovascular events.ResultsSerum 1,5-AG levels were significantly lower in diabetic patients than in non-diabetic patients (DM vs. non-DM: 55.6 ± 27.9 μg/mL vs. 63.7 ± 26.1 μg/mL, p = 0.016), and lower in fibrocalcified lesions than in fibrotic or fibrolipidic lesions (fibrocalcified vs. fibrotic or fibrolipidic: 42.8 ± 19.1 vs. 72.9 ± 25.2 or 66.4 ± 27.5 μg/mL, p < 0.001, respectively). In addition, we found a significant inverse correlation between serum 1,5-AG levels and relative calcium index (r = −0.729, p < 0.001). In multivariate Cox regression analysis, low serum 1,5-AG level was identified as an independent predictor for major adverse cardiovascular events in diabetic patients (p = 0.043), but not in non-diabetic patients (p = 0.748) after adjusting for age and sex.ConclusionThis study revealed that low serum 1,5-AG levels were associated with an increased risk of CAC as assessed by OCT, especially in diabetic patients. Low serum 1,5-AG levels may predict future major adverse cardiovascular events in diabetic patients undergoing OCT-guided PCI.
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Affiliation(s)
- Hsin-I Teng
- Heart Center, Cheng Hsin General Hospital, Taipei, Taiwan
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- TaiVeCoron Study Group, Taipei Veterans General Hospital Coronary Intervention Study Group, Taipei, Taiwan
| | - Hsiang-Yao Chen
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- TaiVeCoron Study Group, Taipei Veterans General Hospital Coronary Intervention Study Group, Taipei, Taiwan
- Department of Internal Medicine, Taipei Hospital, Ministry of Health and Welfare, Taipei, Taiwan
| | - Chuan-Tsai Tsai
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- TaiVeCoron Study Group, Taipei Veterans General Hospital Coronary Intervention Study Group, Taipei, Taiwan
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Wei-Chieh Huang
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- TaiVeCoron Study Group, Taipei Veterans General Hospital Coronary Intervention Study Group, Taipei, Taiwan
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ying-Ying Chen
- TaiVeCoron Study Group, Taipei Veterans General Hospital Coronary Intervention Study Group, Taipei, Taiwan
- Division of Nephrology, Department of Internal Medicine, MacKay Memorial Hospital, Taipei, Taiwan
| | - Chien-Hung Hsueh
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - William K. Hau
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Tse-Min Lu
- Department of Internal Medicine, School of Medicine, College of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- TaiVeCoron Study Group, Taipei Veterans General Hospital Coronary Intervention Study Group, Taipei, Taiwan
- Division of Cardiology, Department of Internal Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- Department of Health Care Center, Taipei Veterans General Hospital, Taipei, Taiwan
- *Correspondence: Tse-Min Lu,,
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Avital Y, Madar A, Arnon S, Koifman E. Identification of coronary calcifications in optical coherence tomography imaging using deep learning. Sci Rep 2021; 11:11269. [PMID: 34050203 PMCID: PMC8163888 DOI: 10.1038/s41598-021-90525-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 05/13/2021] [Indexed: 01/18/2023] Open
Abstract
Coronary calcifications are an obstacle for successful percutaneous treatment of coronary artery disease patients. The optimal method for delineating calcifications extent is coronary optical coherence tomography (OCT). To identify calcification on OCT and subsequently tailor the appropriate treatment, requires expertise in both image acquisition and interpretation. Image acquisition consists from system calibration, blood clearance by a contrast agent along with synchronization of the pullback process. Accurate interpretation demands careful review by the operator of a segment of 50-75 mm of the coronary vessel at steps of 5-10 frames per mm accounting for 375-540 images in each OCT run, which is time consuming and necessitates some expertise in OCT analysis. In this paper we developed a new deep learning algorithm to assist the physician to identify and quantify coronary calcifications promptly, efficiently and accurately. Our algorithm achieves an accuracy of 0.9903 ± 0.009 over the test set at size of 1500 frames and even managed to find calcifications that were not recognized manually by the physician. For the best knowledge of the authors our algorithm achieves high accuracy which was never achieved in the past.
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Affiliation(s)
- Yarden Avital
- Electrical and Computer Engineering, Ben-Gurion University of the Negev, 8410501, Beer-Sheva, Israel
| | - Akiva Madar
- Electrical and Computer Engineering, Ben-Gurion University of the Negev, 8410501, Beer-Sheva, Israel
| | - Shlomi Arnon
- Electrical and Computer Engineering, Ben-Gurion University of the Negev, 8410501, Beer-Sheva, Israel
| | - Edward Koifman
- Faculty of Health Sciences, Ben-Gurion University of the Negev, 8410501, Beer-Sheva, Israel.
- Heart Institute, Soroka Medical Center, 8410101, Beer-Sheva, Israel.
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Predictive value of spiral shape in coronary plaque progression: an intraindividual comparative study. Coron Artery Dis 2021; 31:e37-e43. [PMID: 34010187 DOI: 10.1097/mca.0000000000001060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE We conducted a pilot study to explore the value of spiral-shaped sign of plaque from coronary computed tomographic angiography (CCTA) in predicting plaque progression by intraindividual comparison. METHODS A total of 30 patients with a total of 60 plaques who received serial CCTA were retrospectively included and intraindividual compared. The spiral shape was defined as plaques coursing along the long axis of a coronary artery and encircling it at an angle of ≥ 180 degrees. The high-risk and other plaque signs were recorded. RESULTS On baseline CCTA, the spiral shape (P < 0.01) and length (P < 0.05) of plaques were more frequently seen in the progression group than in the nonprogression group; however, there was no difference between two groups in terms of high-risk plaque signs. In the progression group, plaque length, volume, and napkin-ring sign on follow-up CCTA were significantly greater than at baseline (P < 0.05). In the nonprogression group, there were fewer low-attenuation and positive remodeling plaques on follow-up CCTA than at baseline (P < 0.05). The spiral shape (standardized β = -4.55; P < 0.01) was an independent risk factor for plaque progression. There were 24 spiral plaques in the progression group, of which 16 (66.7%) had progression below the twist point of the spiral shape. CONCLUSIONS The baseline spiral shape is more frequently found in those lesions that progress than in those that do not in patients with multiple coronary lesions, and the spiral shape is an independent predictor of which plaques will progress.
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Otsuka K, Villiger M, Karanasos A, van Zandvoort LJC, Doradla P, Ren J, Lippok N, Daemen J, Diletti R, van Geuns RJ, Zijlstra F, van Soest G, Dijkstra J, Nadkarni SK, Regar E, Bouma BE. Intravascular Polarimetry in Patients With Coronary Artery Disease. JACC Cardiovasc Imaging 2019; 13:790-801. [PMID: 31422135 DOI: 10.1016/j.jcmg.2019.06.015] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 04/24/2019] [Accepted: 06/11/2019] [Indexed: 01/23/2023]
Abstract
OBJECTIVES The aims of this first-in-human pilot study of intravascular polarimetry were to investigate polarization properties of coronary plaques in patients and to examine the relationship of these features with established structural characteristics available to conventional optical frequency domain imaging (OFDI) and with clinical presentation. BACKGROUND Polarization-sensitive OFDI measures birefringence and depolarization of tissue together with conventional cross-sectional optical frequency domain images of subsurface microstructure. METHODS Thirty patients undergoing polarization-sensitive OFDI (acute coronary syndrome, n = 12; stable angina pectoris, n = 18) participated in this study. Three hundred forty-two cross-sectional images evenly distributed along all imaged coronary arteries were classified into 1 of 7 plaque categories according to conventional OFDI. Polarization features averaged over the entire intimal area of each cross section were compared among plaque types and with structural parameters. Furthermore, the polarization properties in cross sections (n = 244) of the fibrous caps of acute coronary syndrome and stable angina pectoris culprit lesions were assessed and compared with structural features using a generalized linear model. RESULTS The median birefringence and depolarization showed statistically significant differences among plaque types (p < 0.001 for both, one-way analysis of variance). Depolarization differed significantly among individual plaque types (p < 0.05), except between normal arteries and fibrous plaques and between fibrofatty and fibrocalcified plaques. Caps of acute coronary syndrome lesions and ruptured caps exhibited lower birefringence than caps of stable angina pectoris lesions (p < 0.01). In addition to clinical presentation, cap birefringence was also associated with macrophage accumulation as assessed using normalized SD. CONCLUSIONS Intravascular polarimetry provides quantitative metrics that help characterize coronary arterial tissues and may offer refined insight into coronary arterial atherosclerotic lesions in patients.
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Affiliation(s)
- Kenichiro Otsuka
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Martin Villiger
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Antonios Karanasos
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands; 1st Department of Cardiology, Hippokration Hospital, University of Athens, Athens, Greece
| | - Laurens J C van Zandvoort
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Pallavi Doradla
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Jian Ren
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Norman Lippok
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Joost Daemen
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Roberto Diletti
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Robert-Jan van Geuns
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands; Department of Cardiology of Radboud UMC, Nijmegen, the Netherlands
| | - Felix Zijlstra
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Gijs van Soest
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Jouke Dijkstra
- Division of Image Processing, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Seemantini K Nadkarni
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Evelyn Regar
- Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands; Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Brett E Bouma
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Cardiology, Thoraxcenter, Erasmus University Medical Center, Rotterdam, the Netherlands; Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, Massachusetts.
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Ali ZA, Galougahi KK. Shining light on calcified lesions, plaque stabilisation and physiologic significance: new insights from intracoronary OCT. EUROINTERVENTION 2018; 13:e2105-e2108. [PMID: 29624174 DOI: 10.4244/eijv13i18a346] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Ziad A Ali
- Center for Interventional Vascular Therapy, Division of Cardiology, Presbyterian Hospital and Columbia University, New York, NY, USA
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