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Mansouri P, Nematipour E, Rajablou N, Ghorashi SM, Azari S, Omidi N. Left anterior descending coronary artery-left circumflex coronary artery bifurcation angle and severity of coronary artery disease; is there any correlation? A cross-sectional study. Health Sci Rep 2024; 7:e2182. [PMID: 38868537 PMCID: PMC11168269 DOI: 10.1002/hsr2.2182] [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: 12/10/2023] [Revised: 04/05/2024] [Accepted: 05/16/2024] [Indexed: 06/14/2024] Open
Abstract
Background and Aims The aim of this study is to evaluate the association of coronary computed tomography angiography derived (CCTA) plaque characteristics and the left anterior descending coronary artery (LAD) and left circumflex coronary artery (LCX) bifurcation angle with severity of coronary artery disease (CAD). Methods All the stable patients with suspected CAD who underwent CCTA between January to December 2021 were included. Correlation between CCTA-derived aggregated plaque volume (APV), LAD-LCX angle, remodeling index (RI), coronary calcium score with Gensini score in conventional angiography were assessed. One hundred and twenty-two patients who underwent both CCTA and coronary angiography were analyzed. Results Our analysis showed that the median (percentile 25% to percentile 75%) of the APV, LAD-LCx angle, and calcium score were 31% (17%-47%), 58° (39°-89°), and 31 (0-186), respectively. Also, the mean ± SD of the RI was 1.05 ± 0.20. Significant correlation between LAD-LCx bifurcation angle (0.0001-0.684), APV (0.002-0.281), RI (0.0001-0.438), and calcium score (0.016-0.217) with Gensini score were detected. There was a linear correlation between the mean LAD-LCx bifurcation angle and the Gensini score. The sensitivity and specificity for the cut-off value of 47.5° for the LAD-LCX angle were 86.7% and 82.1%, respectively. Conclusion There is a direct correlation between the LAD-LCx angle and the Gensini score. In addition to plaque characteristics, anatomic-based CCTA-derived indices can be used to identify patients at higher risk for CAD.
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Affiliation(s)
- Pejman Mansouri
- Tehran Heart Center, Cardiovascular Disease Research InstituteTehran University of Medical SciencesTehranIran
| | - Ebrahim Nematipour
- Tehran Heart Center, Cardiovascular Disease Research InstituteTehran University of Medical SciencesTehranIran
| | - Nadia Rajablou
- School of MedicineTehran University of Medical SciencesTehranIran
| | - Seyyed Mojtaba Ghorashi
- Tehran Heart Center, Cardiovascular Disease Research InstituteTehran University of Medical SciencesTehranIran
| | - Samad Azari
- Hospital Management Research Center, Health Management Research InstituteIran University of Medical SciencesTehranIran
- Research Center for Emergency and Disaster ResilienceRed Crescent Society of the Islamic Republic of IranTehranIran
| | - Negar Omidi
- Cardiovascular Imaging Departement, Tehran Heart Center, School of Medicin, Tehran University of Medical SciencesTehran heart centerTehranIran
- Cardiac Primary Prevention Research Center, Cardiovascular Institute, Tehran University of Medical ScienceTehran heart centerTehranIran
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Hegazy MA, Mansour KS, Alzyat AM, Hegazy AA, Mohammad MA. Evaluation of Nonculprit Coronary Artery Lesions in Patients with Acute ST-Segment Elevation Myocardial Infarction. MEDICAL JOURNAL OF DR. D.Y. PATIL VIDYAPEETH 2024; 17:367-377. [DOI: 10.4103/mjdrdypu.mjdrdypu_728_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/17/2024] Open
Abstract
ABSTRACT
Background:
Multivessel coronary artery disease is a common finding during the primary percutaneous coronary intervention in patients with acute ST-segment elevation myocardial infarction (STEMI). It might be a cause for recurrent attacks. This study aimed to evaluate nonculprit lesions (NCLs) encountered in the three major epicardial coronary arteries.
Methods:
Patients with STEMI who underwent PPCI and matched the study inclusion criteria were enrolled. They were evaluated clinically, biomedically, and coronary angiographically. The coronary angiography analysis was examined by four cardiologists using the Quantitative Coronary Artery Analysis software. The data was analyzed statistically.
Results:
Of the 154 patients included in the study, 130 (84.4%) were males and 24 (15.6%) were females, with a mean age of 52.92 ± 13.14 years. Five hundred seventy-four NCLs were found in 132 (85.7%) patients. Nonobstructive lesions with stenosis less than 70% of vessel diameter were more frequent than obstructive lesions. The left circumflex coronary artery (LCX) was the first one of the three major arteries to be affected by obstructive NCLs. The obstructive NCLs were 128 in number; found in 78 (50.4%) patients; 65 (50.8%) of them were in LCX; 32 (25%) were in left anterior descending (25%); and 31 (24.2%) were in right coronary artery.
Conclusions:
NCLs are common among STEMI patients. LCX obstructive NCLs are comparable to those in the other two major epicardial coronary arteries, with respect to frequency and severity of luminal stenosis.
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Affiliation(s)
- Mustafa A. Hegazy
- Cardiology Department, Faculty of Medicine, Zagazig University, Zagazig City, Egypt
| | - Kamal S. Mansour
- Cardiology Department, Faculty of Medicine, Zagazig University, Zagazig City, Egypt
| | - Ahmed M. Alzyat
- Cardiology Department, Faculty of Medicine, Zagazig University, Zagazig City, Egypt
| | - Abdelmonem A. Hegazy
- Human Anatomy and Embryology Department, Faculty of Medicine, Zagazig University, Zagazig City, Egypt
- Medical Lab Department, Faculty of Allied Medical Sciences, Zarqa University, Zarqa City, Jordan
| | - Mohammad A. Mohammad
- Cardiology Department, Faculty of Medicine, Zagazig University, Zagazig City, Egypt
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Zhang Y, Liu P, Tang LJ, Lin PM, Li R, Luo HR, Luo P. Basing on the machine learning model to analyse the coronary calcification score and the coronary flow reserve score to evaluate the degree of coronary artery stenosis. Comput Biol Med 2023; 163:107130. [PMID: 37329614 DOI: 10.1016/j.compbiomed.2023.107130] [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: 03/19/2023] [Revised: 05/23/2023] [Accepted: 06/01/2023] [Indexed: 06/19/2023]
Abstract
AIM To obtain the coronary artery calcium score (CACS) for each branch in coronary artery computed tomography angiography (CCTA) examination combined with the flow fraction reserve (FFR) of each branch in the coronary artery detected by CT and apply a machine learning model (ML) to analyse and predict the severity of coronary artery stenosis. METHODS All patients who underwent coronary computed tomography angiography (CCTA) from January 2019 to April 2022 in the HOSPITAL (T.C.M) AFFILIATED TO SOUTHWEST MEDICAL UNIVERSITY) were retrospectively screened, and their sex, age, characteristics of lipid-containing lesions, coronary calcium score (CACS) and CT-FFR values were collected. Five machine learning models, random forest (RF), k-nearest neighbour algorithm (KNN), kernel logistic regression, support vector machine (SVM) and radial basis function neural network (RBFNN), were used as predictive models to evaluate the severity of coronary stenosis. RESULTS Among the five machine learning models, the SVM model achieved the best prediction performance, and the prediction accuracy of mild stenosis was up to 90%. Second, age and male sex were important influencing factors of increasing CACS and decreasing CT-FFR. Moreover, the critical CACS value of myocardial ischemia >200.70 was calculated. CONCLUSION Through computer machine learning model analysis, we prove the importance of CACS and FFR in predicting coronary stenosis, especially the prominent vector machine model, which promotes the application of artificial intelligence computer learning methods in the field of medical analysis.
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Affiliation(s)
- Ying Zhang
- State Key Laboratories for Quality Research in Chinese Medicines, Faculty of Pharmacy, Macau University of Science and Technology, Macau; Department of Anaesthesiology, HOSPITAL (T.C.M) AFFILIATED TO SOUTHWEST MEDICAL UNIVERSITY), Lu Zhou, (646000), Sichuan, China.
| | - Ping Liu
- Department of Anaesthesiology, HOSPITAL (T.C.M) AFFILIATED TO SOUTHWEST MEDICAL UNIVERSITY), Lu Zhou, (646000), Sichuan, China.
| | - Li-Jia Tang
- Department of Anaesthesiology, HOSPITAL (T.C.M) AFFILIATED TO SOUTHWEST MEDICAL UNIVERSITY), Lu Zhou, (646000), Sichuan, China.
| | - Pei-Min Lin
- Department of Anaesthesiology, HOSPITAL (T.C.M) AFFILIATED TO SOUTHWEST MEDICAL UNIVERSITY), Lu Zhou, (646000), Sichuan, China.
| | - Run Li
- Department of Anaesthesiology, HOSPITAL (T.C.M) AFFILIATED TO SOUTHWEST MEDICAL UNIVERSITY), Lu Zhou, (646000), Sichuan, China.
| | - Huai-Rong Luo
- State Key Laboratories for Quality Research in Chinese Medicines, Faculty of Pharmacy, Macau University of Science and Technology, Macau.
| | - Pei Luo
- State Key Laboratories for Quality Research in Chinese Medicines, Faculty of Pharmacy, Macau University of Science and Technology, Macau.
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Zhang DQ, Xu YF, Dong YP, Yu SJ. Coronary computed tomography angiography study on the relationship between the Ramus Intermedius and Atherosclerosis in the bifurcation of the left main coronary artery. BMC Med Imaging 2023; 23:53. [PMID: 37041479 PMCID: PMC10091592 DOI: 10.1186/s12880-023-01009-2] [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: 01/18/2023] [Accepted: 03/28/2023] [Indexed: 04/13/2023] Open
Abstract
OBJECTIVE This study aimed to explore the relationship between the ramus intermedius (RI) and atherosclerosis in the bifurcation of the left coronary artery (LCA). METHODS Screening patients who underwent CCTA from January to September 2021, 100 patients with RI (RI group) and 100 patients without RI (no-RI group) were randomly enrolled, Evaluation of RI distribution characteristics and left main coronary artery(LM),Left anterior descending branch(LAD),left circumflex branch(LCX) proximal segment plaque distribution, measurement of LAD-LCX bifurcation angle(∠LAD-LCX),Comparison of the three distribution characteristics with the incidence of plaques in the left main trunk bifurcation area (LM, LAD, LCX) between groups and within the RI group. RESULTS The difference in the incidence of plaques in the proximal LCX and the LM between the RI group and the no-RI group were not statistically significant (P > 0.05). The incidence of plaques in the proximal LAD in the RI group was significantly higher than that in the non-RI group (77% versus 53%, P < 0.05). However, there was no statistically significant difference between the two groups after PSM. A univariate logistic regression analysis revealed that an RI was a risk factor for plaque formation in the proximal LAD (P < 0.001), and a multivariate logistic regression analysis revealed that an RI was not an independent risk factor for plaque formation in the proximal LAD (P > 0.05). When compared within the RI group, the difference in the incidence of plaques in the proximal segment of LAD, the proximal segment of LCX, and the LM among the different distribution groups of RI was not statistically significant, respectively (P > 0.05). CONCLUSION RI is not an independent risk factor for atherosclerosis in the left coronary artery bifurcation zone, but it may indirectly increase the risk of atherosclerosis in the proximal segment of the LAD.
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Affiliation(s)
- Dan-Qing Zhang
- Hebei Medical University, 050000, Shijiazhuang, China
- Department of Diagnostic CT, Cangzhou Central Hospital, No.16 of Xinhua West Road, Canal District, 061000, Cangzhou, China
| | - Yan-Feng Xu
- Department of Diagnostic CT, Cangzhou Central Hospital, No.16 of Xinhua West Road, Canal District, 061000, Cangzhou, China
| | - Ya-Peng Dong
- Department of Diagnostic CT, Cangzhou Central Hospital, No.16 of Xinhua West Road, Canal District, 061000, Cangzhou, China
| | - Shu-Jing Yu
- Hebei Medical University, 050000, Shijiazhuang, China.
- Department of Diagnostic CT, Cangzhou Central Hospital, No.16 of Xinhua West Road, Canal District, 061000, Cangzhou, China.
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An All-in-One Tool for 2D Atherosclerotic Disease Assessment and 3D Coronary Artery Reconstruction. J Cardiovasc Dev Dis 2023; 10:jcdd10030130. [PMID: 36975894 PMCID: PMC10056488 DOI: 10.3390/jcdd10030130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 03/10/2023] [Accepted: 03/17/2023] [Indexed: 03/22/2023] Open
Abstract
Diagnosis of coronary artery disease is mainly based on invasive imaging modalities such as X-ray angiography, intravascular ultrasound (IVUS) and optical coherence tomography (OCT). Computed tomography coronary angiography (CTCA) is also used as a non-invasive imaging alternative. In this work, we present a novel and unique tool for 3D coronary artery reconstruction and plaque characterization using the abovementioned imaging modalities or their combination. In particular, image processing and deep learning algorithms were employed and validated for the lumen and adventitia borders and plaque characterization at the IVUS and OCT frames. Strut detection is also achieved from the OCT images. Quantitative analysis of the X-ray angiography enables the 3D reconstruction of the lumen geometry and arterial centerline extraction. The fusion of the generated centerline with the results of the OCT or IVUS analysis enables hybrid coronary artery 3D reconstruction, including the plaques and the stent geometry. CTCA image processing using a 3D level set approach allows the reconstruction of the coronary arterial tree, the calcified and non-calcified plaques as well as the detection of the stent location. The modules of the tool were evaluated for efficiency with over 90% agreement of the 3D models with the manual annotations, while a usability assessment using external evaluators demonstrated high usability resulting in a mean System Usability Scale (SUS) score equal to 0.89, classifying the tool as “excellent”.
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Geerlings-Batt J, Gupta A, Sun Z. Investigation of the Relationship between Right Coronary Artery-Aorta Angle and Coronary Artery Disease and Associated Risk Factors. J Clin Med 2023; 12:1051. [PMID: 36769698 PMCID: PMC9917625 DOI: 10.3390/jcm12031051] [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: 12/05/2022] [Revised: 01/18/2023] [Accepted: 01/24/2023] [Indexed: 01/31/2023] Open
Abstract
At the level of the left coronary artery tree, there is evidence showing an association between bifurcation angle and coronary artery disease (CAD), and this motivated us to explore similar associations at the level of the right coronary artery (RCA). The purpose of this study was to determine whether there is a relationship between RCA-aorta angle and CAD and age, sex, body mass index, smoking status, hypertension, and high blood cholesterol. The coronary computed tomography angiography datasets and CAD risk factor checklists of 250 patients were retrospectively reviewed, with RCA-aorta angles measured via multiplanar reformation images. Independent t-tests were used to compare mean RCA-aorta angle measurements between groups, correlations between continuous variables were assessed using Pearson and Spearman correlations, and a general linear model was used to adjust for potentially confounding variables. Coronary angle measurements were conducted by two independent assessors with very strong intraclass correlation (r=0.999, p<0.001). A significantly smaller mean RCA-aorta angle was observed in the CAD group (79.07 ± 24.88°) compared to the normal group (92.08 ± 19.51°, p=0.001), in smokers (76.63 ± 22.94°) compared to non-smokers (85.25 ± 23.84°, p=0.016), and a narrow RCA-aorta angle was negatively correlated with BMI (r=-0.174, p=0.010). This study suggests a relationship between narrow RCA-aorta angles and CAD, smoking, and increasing BMI.
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Affiliation(s)
- Jade Geerlings-Batt
- Discipline of Medical Radiation Science, Curtin Medical School, Curtin University, Perth, WA 6845, Australia
| | - Ashu Gupta
- Medical Imaging Department, Fiona Stanley Hospital, Perth, WA 6150, Australia
- Curtin Medical School, Faculty of Health Sciences, Curtin University, Perth, WA 6845, Australia
| | - Zhonghua Sun
- Discipline of Medical Radiation Science, Curtin Medical School, Curtin University, Perth, WA 6845, Australia
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Geerlings-Batt J, Sun Z. Evaluation of the Relationship between Left Coronary Artery Bifurcation Angle and Coronary Artery Disease: A Systematic Review. J Clin Med 2022; 11:jcm11175143. [PMID: 36079071 PMCID: PMC9457427 DOI: 10.3390/jcm11175143] [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: 06/28/2022] [Revised: 08/16/2022] [Accepted: 08/30/2022] [Indexed: 11/30/2022] Open
Abstract
Recent studies have suggested a relationship between wide left coronary artery bifurcation (left anterior descending [LAD]-left circumflex [LCx]) angle and coronary artery disease (CAD). Current literature is multifaceted. Different studies have analysed this relationship using computational fluid dynamics, by considering CAD risk factors, and from simple causal-comparative and correlational perspectives. Hence, the purpose of this systematic review was to critically evaluate the current literature and determine whether there is sufficient evidence available to prove the relationship between LAD-LCx angle and CAD. Five electronic databases (ProQuest, Scopus, PubMed, CINAHL Plus with Full Text, and Emcare) were used to locate relevant texts, which were then screened according to predefined eligibility criteria. Thirteen eligible articles were selected for review. Current evidence suggests individuals with a wide LAD-LCx angle experience altered haemodynamics at the bifurcation site compared to those with narrower angles, which likely facilitates a predisposition to developing CAD. However, further research is required to determine causality regarding relationships between LAD-LCx angle and CAD risk factors. Insufficient valid evidence exists to support associations between LAD-LCx angle and degree of coronary stenosis, and future haemodynamic analyses should explore more accurate coronary artery modelling, as well as CAD progression in already stenosed bifurcations.
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Murasato Y, Meno K, Mori T, Tanenaka K. Impact of coronary bifurcation angle on the pathogenesis of atherosclerosis and clinical outcome of coronary bifurcation intervention–A scoping review. PLoS One 2022; 17:e0273157. [PMID: 35976920 PMCID: PMC9385039 DOI: 10.1371/journal.pone.0273157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Accepted: 08/03/2022] [Indexed: 12/03/2022] Open
Abstract
Background A coronary bifurcation stenting is still a challenging issue due to frequent restenosis and stent thrombosis even with drug-eluting stents. The bifurcation angle (BA) between a main vessel and a side branch is one of the crucial determinants of coronary flow and shear stress that affect the plaque distribution. Previous bench and clinical studies have evaluated the impact of the BA between the proximal main vessel and the side branch (Angle A) and the BA between the distal main vessel and the side branch (Angle B) on the clinical outcomes of bifurcation stenting. However, the impact has not yet been fully elucidated due to a lack of statistical power or different manner of the assessment of BA. Objectives To analyze the published studies on coronary artery BA, the modalities used for assessment, and the impact of BA on interventions and attempt to define the pre-procedural protocols. Data sources A scoping review was performed using the Joanna Briggs Institute Methodology. A total of 52 relevant references were selected from PubMed, Cochrane Library, and CINAHL databases and categorized into three topic areas. Results and conclusions A wider Angle A is associated with the increased likelihood of carina shift and a wider Angle B, with that of side branch occlusion. A wider Angle B promotes stent malapposition and deformation in the side branch ostium and has been reported as an independent predictor of major adverse cardiac events after bifurcation stenting; however, improvement of the drug-eluting stent, refinement of the stenting technique, and accurate 3-dimensional assessment may attenuate the adverse clinical impact of a wider BA. Implications of key findings Assessment of the BA is necessary to predict the effect of bifurcation intervention procedure on the stent configuration and coronary flow at the bifurcated vessels. This will help to optimize stent selection and the stenting technique.
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Affiliation(s)
- Yoshinobu Murasato
- Department of Cardiology, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan
- * E-mail:
| | - Kyohei Meno
- Department of Cardiology, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan
| | - Takahiro Mori
- Department of Cardiology, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan
| | - Katsuhiko Tanenaka
- Department of Cardiology, Clinical Research Institute, National Hospital Organization Kyushu Medical Center, Fukuoka, Japan
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Artificial Intelligence (Enhanced Super-Resolution Generative Adversarial Network) for Calcium Deblooming in Coronary Computed Tomography Angiography: A Feasibility Study. Diagnostics (Basel) 2022; 12:diagnostics12040991. [PMID: 35454039 PMCID: PMC9027004 DOI: 10.3390/diagnostics12040991] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 04/08/2022] [Accepted: 04/13/2022] [Indexed: 12/22/2022] Open
Abstract
Background: The presence of heavy calcification in the coronary artery always presents a challenge for coronary computed tomography angiography (CCTA) in assessing the degree of coronary stenosis due to blooming artifacts associated with calcified plaques. Our study purpose was to use an advanced artificial intelligence (enhanced super-resolution generative adversarial network [ESRGAN]) model to suppress the blooming artifact in CCTA and determine its effect on improving the diagnostic performance of CCTA in calcified plaques. Methods: A total of 184 calcified plaques from 50 patients who underwent both CCTA and invasive coronary angiography (ICA) were analysed with measurements of coronary lumen on the original CCTA, and three sets of ESRGAN-processed images including ESRGAN-high-resolution (ESRGAN-HR), ESRGAN-average and ESRGAN-median with ICA as the reference method for determining sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV). Results: ESRGAN-processed images improved the specificity and PPV at all three coronary arteries (LAD-left anterior descending, LCx-left circumflex and RCA-right coronary artery) compared to original CCTA with ESRGAN-median resulting in the highest values being 41.0% (95% confidence interval [CI]: 30%, 52.7%) and 26.9% (95% CI: 22.9%, 31.4%) at LAD; 41.7% (95% CI: 22.1%, 63.4%) and 36.4% (95% CI: 28.9%, 44.5%) at LCx; 55% (95% CI: 38.5%, 70.7%) and 47.1% (95% CI: 38.7%, 55.6%) at RCA; while corresponding values for original CCTA were 21.8% (95% CI: 13.2%, 32.6%) and 22.8% (95% CI: 20.8%, 24.9%); 12.5% (95% CI: 2.6%, 32.4%) and 27.6% (95% CI: 24.7%, 30.7%); 17.5% (95% CI: 7.3%, 32.8%) and 32.7% (95% CI: 29.6%, 35.9%) at LAD, LCx and RCA, respectively. There was no significant effect on sensitivity and NPV between the original CCTA and ESRGAN-processed images at all three coronary arteries. The area under the receiver operating characteristic curve was the highest with ESRGAN-median images at the RCA level with values being 0.76 (95% CI: 0.64, 0.89), 0.81 (95% CI: 0.69, 0.93), 0.82 (95% CI: 0.71, 0.94) and 0.86 (95% CI: 0.76, 0.96) corresponding to original CCTA and ESRGAN-HR, average and median images, respectively. Conclusions: This feasibility study shows the potential value of ESRGAN-processed images in improving the diagnostic value of CCTA for patients with calcified plaques.
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Franchin L, Kang J, De Filippo O, Gwon HC, Piroli F, Kim HS, Wańha W, Song YB, Patti G, Hong SJ, Bruno F, Bocchino PP, De Ferrari GM, Koo BK, D'Ascenzo F. Incidence and Predictors of Stent Thrombosis in Patients Treated with Stents for Coronary Bifurcation Narrowing (From the BIFURCAT Registry). Am J Cardiol 2021; 156:24-31. [PMID: 34294409 DOI: 10.1016/j.amjcard.2021.06.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 06/16/2021] [Accepted: 06/18/2021] [Indexed: 11/24/2022]
Abstract
Percutaneous coronary interventions performed at coronary bifurcations yield high rates of stent thrombosis (ST). The aim of the present study was to investigate the predictors of ST in contemporary coronary bifurcation percutaneous coronary interventions. We retrospectively investigated the BIFURCAT (comBined Insights From the Unified RAIN and COBIS bifurcAtion regisTries) registry on coronary bifurcations to assess the incidence and predictors of definite ST, which were the study primary endpoints. Predictors of ST among patients on dual antiplatelet therapy (DAPT) were also examined. A total of 5330 patients were included. After a mean 2-years follow-up, 64 (1.2%) patients experienced ST. 42 (65.6%) ST patients were on DAPT. At multivariable analysis, age (HR 1.02, CI 1.01 to 1.05, p = 0,027), smoking status (HR 2.57, CI 1.49 to 4.44, p = 0.001), chronic kidney disease (HR 2.26, CI 1.24 to 4.12, p = 0.007) and a 2-stent strategy (HR 2.38, CI 1.37 to 4.14, p = 0.002) were independent predictors of ST, whereas intracoronary imaging (HR 0.42, CI 0.23 to 0.78, p = 0.006) and final kissing balloon (FKB) (HR 0.48, CI 0.29 to 0.82, p = 0.007) were protective against ST. Among patients on DAPT, smoking status and a 2-stent strategy significantly increased the risk of ST, while intracoronary imaging and FKB reduced the risk. In conclusion, age, smoking status, chronic kidney disease and a 2-stent strategy were significant predictors of ST, whereas intracoronary imaging use and FKB had a protective effect. Only smoking status and a 2-stent strategy significantly predicted ST in DAPT subgroup, while intracoronary imaging and FKB had a protective role.
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11
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Ziyrek M, Sertdemir AL, Duran M. Effect of Coronary Artery Bifurcation Angle on Atherosclerotic Lesion Localization Distance to the Bifurcation Site. J Saudi Heart Assoc 2020; 32:399-407. [PMID: 33299782 PMCID: PMC7721449 DOI: 10.37616/2212-5043.1071] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 07/27/2020] [Accepted: 07/28/2020] [Indexed: 11/25/2022] Open
Abstract
Objectives Although percutaneous coronary interventions become a common treatment modality for coronary artery diseases, lesion localization make these procedures more complex. As the lesion localizes near to the bifurcation site, more complex PCI procedures, overqualified equipments are needed and complication risk increases. Previous studies have demonstrated the strong correlation between wide angulation and significant coronary stenosis. However, a paucity of data exists about the association between bifurcation angle and lesion localization distance. In this study we analysed the effect of coronary bifurcation angle and left main coronary artery length on the atherosclerotic lesion localization. Methods Patients, who underwent coronary angiography between 01.01.2017- 31.12.2019 were scanned. Patients having atherosclerotic lesions causing more than 50% luminal narrowing and Medina classification score (0,0,0) were evaluated. After exclusion, 467 patients were included. 5 bifurcation subgroups (LAD-CX, LAD-Dx, CX-OM, RCA-RV, RPD-RPL) were formed. Distance of lesion to the bifurcation site, bifurcation angle and left main coronary artery length were analysed by 2 experienced cardiologists with invasive quantitaive coronary angiography (QCA) by using “extreme angio and cardiac pacs” software system. Results There was a strong inverse correlation between bifurcation angle and lesion localization distance to the bifurcation site (r = −0.706; p < 0.0001). There was a nonsignificant negative correlation between Left-main coronary artery length and lesion localization. Regression analysis revealed that bifurcation angle is an independent risk factor for predicting the localization of an atheroslerotic lesion in 5 mm length from the point of bifurcation site (β = −0.074, p < 0.0001). A cut-off value of 80.5° coronary bifurcation angle was found to have 84.1% sensitivity and 81.3% specificity in prediction of atherosclerotic lesion localization in 5 mm length from the point of bifurcation site. Conclusion In this study we showed that as the bifurcation angle increases, atherosclerotic lesions tend to approach to the bifurcation site. Since invertentions encompassing bifurcation sites are more complex, lesions with increased angulation may need extra care as they are more likely to present with further complications. Furthermore, bifurcation angle is an independent risk factor for lesion localization.
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Affiliation(s)
- Murat Ziyrek
- Konya Education and Training Hospital, Department of Cardiology, Konya, Turkey
| | - Ahmet L Sertdemir
- Konya Education and Training Hospital, Department of Cardiology, Konya, Turkey
| | - Mustafa Duran
- Konya Education and Training Hospital, Department of Cardiology, Konya, Turkey
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Feng J, Wang N, Wang Y, Tang X, Yuan J. Haemodynamic mechanism of formation and distribution of coronary atherosclerosis: A lesion-specific model. Proc Inst Mech Eng H 2020; 234:1187-1196. [PMID: 32748686 DOI: 10.1177/0954411920947972] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Coronary arterial disease, as the most devastated cardiovascular disease, is caused by the atherosclerosis in the coronary arteries, which blocks the blood flow to the heart, resulting in the deficient supply of oxygen and nutrition to the heart, and eventually leading to heart failure. To date, haemodynamic mechanisms for atherosclerosis development are not fully understood although it is believed that the haemodynamic disturbance at the region of the arterial bifurcation, particular, bifurcation angle, plays an important role in the atherosclerosis development. In this study, two types of computational fluid dynamics models, lesion-specific and idealized models, combined with the computer tomography imaging techniques, are used to explore the mechanism of formation and distribution of the atherosclerosis around the bifurcation of left coronary artery and its association with the bifurcation angle. The lesion-specific model is used to characterize the effect of personalized features on the haemodynamic performance, while the idealized model is focusing on the effect of single factor, bifurcation angle, on the haemodynamic performance. The simulated results from both types of the models, combined with the clinical observation, revealed that the three key areas around the bifurcations are prone to formation of the atherosclerosis. Unlike the idealized models, lesion-specific modelling results did not show the significant correlation between the wall shear stress and bifurcation angle, although the mean value of the wall shear stress in smaller bifurcation angles (less than 90°) is higher than that with larger bifurcation angles (greater than 90°). In conclusion, lesion-specific computational fluid dynamics modelling is an efficient and convenient way to predict the haemodynamic performance around the bifurcation region, allowing the comprehensive information for the clinicians to predict the atherosclerosis development. The idealized models, which only focus on single parameter, may not provide the sufficient and reliable information for the clinical application. A novel multi-parameters modelling technique, therefore, is suggested to be developed in future, allowing the effects of many parameters on the haemodynamic performance to be evaluated.
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Affiliation(s)
- Jiling Feng
- Department of Engineering, Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, UK
| | - Nannan Wang
- Department of Mechanical Design, College of Mechanical Engineering, Taiyuan University of Technology, Taiyuan, P.R. China
| | - Yiliang Wang
- Department of Mechanical Design, College of Mechanical Engineering, Taiyuan University of Technology, Taiyuan, P.R. China
| | - Xiaoxian Tang
- Radiology Department, Shanxi Provincial People’s Hospital, Taiyuan, P.R. China
| | - Jie Yuan
- Radiology Department, Shanxi Provincial People’s Hospital, Taiyuan, P.R. China
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Moon SH, Byun JH, Kim JW, Kim SH, Kim KN, Jung JJ, Kang DH, Yang JH, Choi JY, Jang IS, Park HO, Lee CE, Ahn JH. Clinical usefulness of the angle between left main coronary artery and left anterior descending coronary artery for the evaluation of obstructive coronary artery disease. PLoS One 2018; 13:e0202249. [PMID: 30212455 PMCID: PMC6136703 DOI: 10.1371/journal.pone.0202249] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 07/08/2018] [Indexed: 11/19/2022] Open
Abstract
Background A wider angle between the left anterior descending coronary artery (LAD) and left circumflex coronary artery (LCX) has been suggested to induce plaque formation in the arterial system via changes in shear stress. However, the relationship between the left main coronary artery (LM)-LAD angle and LAD stenosis has not been investigated. Therefore, we aimed to evaluate the associations between the LM-LAD and LAD-LCX angles and LAD stenosis. Methods Coronary computed tomography angiographies (CTAs) of 201 patients with suspected coronary artery disease were analyzed. Angle measurements were performed twice by experts using CTA images, and the values were averaged. The patients were divided into two groups, based on the presence of significant LAD stenosis (luminal diameter narrowing ≥50%) on CTA. Results The mean LM-LAD and LAD-LCX angles were 37.46° and 63.04°, respectively. The LM-LAD and LAD-LCX angles of the group with significant LAD stenosis were significantly wider than that of the group with nonsignificant LAD stenosis (P<0.001; P = 0.020, respectively). In a multivariate analysis, an LAD-LCX angle greater than 60° showed a trend toward predicting significant LAD stenosis (HR, 3.14; 95% CI: 0.96–1026; P = 0.058). In contrast, an LM-LAD angle greater than 40° was a significant predictor of significant LAD stenosis (HR, 12.2; 95% CI: 2.60–56.52; P = 0.001). Conclusions The results of the present study may suggest that a wider LM-LAD angle could be used to identify patients at higher risk for coronary artery disease (CAD). Thus, close follow–up and preventive management of other risk factors may be needed in such cases.
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Affiliation(s)
- Seong Ho Moon
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
| | - Joung Hun Byun
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
- * E-mail:
| | - Jong Woo Kim
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
| | - Sung Hwan Kim
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
| | - Ki Nyun Kim
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
| | - Jae Jun Jung
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
| | - Dong Hoon Kang
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
| | - Jun Ho Yang
- Department of Thoracic and Cardiovascular Surgery, Changwon Hospital, Gyeongsang National University College of Medicine, Changwon, Republic of Korea
| | - Jun Young Choi
- Department of Thoracic and Cardiovascular Surgery, Jinju Hospital, Gyeongsang National University College of Medicine,Jinju, Republic of Korea
| | - In Seok Jang
- Department of Thoracic and Cardiovascular Surgery, Jinju Hospital, Gyeongsang National University College of Medicine,Jinju, Republic of Korea
| | - Hyun Oh Park
- Department of Thoracic and Cardiovascular Surgery, Jinju Hospital, Gyeongsang National University College of Medicine,Jinju, Republic of Korea
| | - Chung Eun Lee
- Department of Thoracic and Cardiovascular Surgery, Jinju Hospital, Gyeongsang National University College of Medicine,Jinju, Republic of Korea
| | - Jong Hwa Ahn
- Department of Cardiology, Gyeongsang National University College of Medicine,Changwon, Republic of Korea
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14
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Konishi T, Funayama N, Yamamoto T, Hotta D, Tanaka S. Relationship between left main and left anterior descending arteries bifurcation angle and coronary artery calcium score in chronic kidney disease: A 3-dimensional analysis of coronary computed tomography. PLoS One 2018; 13:e0198566. [PMID: 29894482 PMCID: PMC5997324 DOI: 10.1371/journal.pone.0198566] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 05/21/2018] [Indexed: 11/19/2022] Open
Abstract
Background A high coronary artery calcium score (CACS) predicts a poor prognosis in patients with coronary artery disease. We examined the relationship between the bifurcation angle and the CACS of the left main (LM) and left anterior descending (LAD) arteries in patients suffering from chronic kidney disease (CKD). Methods We analyzed the data of 121 patients who underwent coronary computed tomography between October 2014 and June 2015 and whose estimated glomerular filtration rate (eGFR) was <60 ml/min/1.73 m2. The LM-LAD bifurcation angle was measured by 3-dimensional coronary computed tomography. The CACS of the LM-LAD arteries was also calculated. We excluded stent recipients and patient who had undergone coronary artery bypass graft surgery. Results In the overall sample, the mean ± standard deviation (range) LM-LAD bifurcation angle was 35.9 ± 11.4° (6.8–79.4°) and mean CACS was 227 ± 351 (0 to 1,695). The mean LM-LAD arteries angle was 40.3° ± 10.0° in 39 patients whose CACS was ≥200, versus 33.8° ± 11.6° in 82 patients with CACS <200 (p = 0.003). A weak, but positive correlation (r = 0.269, p = 0.003) was observed between the LM-LAD arteries angle and CACS of the LM-LAD arteries. By multiple variable analysis, hemoglobin A1c, triglycerides, eGFR and the LM-LAD arteries angle were independent predictors of a high CACS of the LM-LAD arteries. Conclusion In patients with CKD, a wide LM-LAD arteries angle was associated with a high CACS of the LM-LAD arteries. The prognostic value of this observation warrants further evaluation.
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Affiliation(s)
- Takao Konishi
- Department of Cardiology, Hokkaido Cardiovascular Hospital, Sapporo, Japan
- Department of Cancer Pathology, Hokkaido University, Graduate School of Medicine, Sapporo, Japan
- * E-mail:
| | - Naohiro Funayama
- Department of Cardiology, Hokkaido Cardiovascular Hospital, Sapporo, Japan
| | - Tadashi Yamamoto
- Department of Cardiology, Hokkaido Cardiovascular Hospital, Sapporo, Japan
| | - Daisuke Hotta
- Department of Cardiology, Hokkaido Cardiovascular Hospital, Sapporo, Japan
| | - Shinya Tanaka
- Department of Cancer Pathology, Hokkaido University, Graduate School of Medicine, Sapporo, Japan
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15
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Measurement of coronary bifurcation angle with coronary CT angiography: A phantom study. Phys Med 2018; 45:198-204. [DOI: 10.1016/j.ejmp.2017.09.137] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 09/19/2017] [Accepted: 09/25/2017] [Indexed: 01/20/2023] Open
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16
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Sun Z, Chaichana T. An investigation of correlation between left coronary bifurcation angle and hemodynamic changes in coronary stenosis by coronary computed tomography angiography-derived computational fluid dynamics. Quant Imaging Med Surg 2017; 7:537-548. [PMID: 29184766 DOI: 10.21037/qims.2017.10.03] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background To investigate the correlation between left coronary bifurcation angle and coronary stenosis as assessed by coronary computed tomography angiography (CCTA)-generated computational fluid dynamics (CFD) analysis when compared to the CCTA analysis of coronary lumen stenosis and plaque lesion length with invasive coronary angiography (ICA) as the reference method. Methods Thirty patients (22 males, mean age: 59±6.9 years) with calcified plaques at the left coronary artery were included in the study with all patients undergoing CCTA and ICA examinations. CFD simulation was performed to analyze hemodynamic changes to the left coronary artery models in terms of wall shear stress, wall pressure and flow velocity, with findings correlated to the coronary stenosis and degree of bifurcation angle. Calcified plaque length was measured in the left coronary artery with diagnostic value compared to that from coronary lumen and bifurcation angle assessments. Results Of 26 significant stenosis at left anterior descending (LAD) and 13 at left circumflex (LCx) on CCTA, only 14 and 5 of them were confirmed to be >50% stenosis at LAD and LCx respectively on ICA, resulting in sensitivity, specificity, positive predictive value (PPV) and negative predictive value (NPV) of 100%, 52%, 49% and 100%. The mean plaque length was measured 5.3±3.6 and 4.4±1.9 mm at LAD and LCx, respectively, with diagnostic sensitivity, specificity, PPV and NPV being 92.8%, 46.7%, 61.9% and 87.5% for extensively calcified plaques. The mean bifurcation angle was measured 83.9±13.6º and 83.8±13.3º on CCTA and ICA, respectively, with no significant difference (P=0.98). The corresponding sensitivity, specificity, PPV and NPV were 100%, 78.6%, 84.2% and 100% based on bifurcation angle measurement on CCTA, 100%, 73.3%, 78.9% and 100% based on bifurcation angle measurements on ICA, respectively. Wall shear stress was noted to increase in the LAD and LCx models with significant stenosis and wider angulation (>80º), but demonstrated little or no change in most of the coronary models with no significant stenosis and narrower angulation (<80º). Conclusions This study further clarifies the relationship between left coronary bifurcation angle and significant stenosis, with angulation measurement serving as a more accurate approach than coronary lumen assessment or plaque lesion length for determining significant coronary stenosis. Left coronary bifurcation angle is suggested to be incorporated into coronary artery disease (CAD) assessment when diagnosing significant CAD.
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Affiliation(s)
- Zhonghua Sun
- Department of Medical Radiation Sciences, Curtin University, Perth, Australia
| | - Thanapong Chaichana
- Department of Mathematics and Computer Science, Liverpool Hope University, Liverpool, England, UK
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17
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Oguayo KN, Oguayo CC, Vallabhan R, Choi JW. Microcatheter balloon pinning technique to facilitate wiring of a left circumflex chronic total occlusion. Cardiovasc Ther 2017; 35. [PMID: 28750147 DOI: 10.1111/1755-5922.12290] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 07/18/2017] [Accepted: 07/23/2017] [Indexed: 12/01/2022] Open
Abstract
INTRODUCTION Coronary chronic total occlusions (CTOs) are commonly encountered during diagnostic angiograms. With recent advances, especially in experienced centers, success rates with CTO percutaneous coronary intervention (PCI) have approached 80% or higher. It is important to note that despite these advancements in techniques, CTOs remain difficult to treat. We present a case of a left circumflex artery (LCX) CTO that was successfully revascularized using a microcatheter balloon pinning technique that allowed additional wire support. CASE REPORT A 77-year-old woman status post-two-vessel coronary artery bypass graft surgery presented with new onset angina at rest and was found to have a patent graft to the left anterior descending artery, and an unrevascularized proximal LCX CTO. PCI was attempted with a microcatheter using an antegrade approach. This approach was unsuccessful due to the lack of support and the left circumflex angle. As a result, we used a balloon to pin the microcatheter to the wall of the left main to allow for successful wiring of the LCX. A stent was successfully deployed in the LCX, and the patient was discharged from the hospital 2 days later. At follow-up, the patient was asymptomatic and returned to her usual activity. DISCUSSION After conducting a thorough literature search, it appears that this is the first case that a microcatheter has been pinned with a balloon. We believe that in LCX CTOs that require support, the microcatheter pinning technique can provide adequate support in wiring CTO's. LCX CTOs can be very difficult to treat, we present a case of a LCX CTO that required the use of the microcatheter balloon pinning technique to allow additional wire support for successful wiring and ultimately treatment.
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Affiliation(s)
- Kevin N Oguayo
- Division of Cardiology, Department of Internal Medicine, Baylor Heart and Vascular Institute, Baylor University Medical Center at Dallas, Dallas, TX, USA
| | - Chris C Oguayo
- Department of Internal Medicine, Baylor University Medical Center at Dallas, Dallas, TX, USA
| | - Ravi Vallabhan
- Division of Cardiology, Department of Internal Medicine, Baylor Heart and Vascular Institute, Baylor University Medical Center at Dallas, Dallas, TX, USA
| | - James W Choi
- Division of Cardiology, Department of Internal Medicine, Baylor Heart and Vascular Institute, Baylor University Medical Center at Dallas, Dallas, TX, USA
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18
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Juan YH, Tsay PK, Shen WC, Yeh CS, Wen MS, Wan YL. Comparison of the Left Main Coronary Bifurcating Angle among Patients with Normal, Non-significantly and Significantly Stenosed Left Coronary Arteries. Sci Rep 2017; 7:1515. [PMID: 28473705 PMCID: PMC5431433 DOI: 10.1038/s41598-017-01679-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Accepted: 03/31/2017] [Indexed: 01/25/2023] Open
Abstract
We evaluated the correlation of the left main coronary bifurcating angle (LCBA) with the severity of coronary atherosclerosis, risk factors of coronary artery disease (CAD) and the feasibility of measuring the LBCA using the axial plane. Coronary Computed tomography angiographies (CTAs) of 313 patients between Nov. 2006 and Oct. 2013 were reviewed and separated into three groups. Group I (211 patients) had significant stenosis (≥50%) of the left anterior descending coronary artery (LAD) and/or left circumflex coronary artery (LCX). Group II (62 subjects) had atherosclerosis without significant stenosis. Group III (40 subjects) had unremarkable coronary CTAs. Both Group I and II patients received conventional catheter angiography to confirm the severities of coronary stenoses. Significant differences were found among the groups with respect to risk factors, such as male gender, hypertension and body mass index. Axial plane measurement was feasible in most patients (82.1%), without significant differences among the groups. The mean LCBA was 84.7° among all patients, and significantly differed among groups I, II and III (87.34°, 81.16° and 75.53°, P < 0.001). The LCBA of group I was significantly higher than group III (P < 0.001) in univariate analysis, but insignificant in multivariate analysis (P = 0.064).
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Affiliation(s)
- Yu-Hsiang Juan
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Institute for Radiological Research, College of Medicine, Chang Gung University, (333), Taoyuan, Taiwan
| | - Pei-Kwei Tsay
- Department of Public Health and Center of Biostatistics, College of Medicine, Chang Gung University, (333), Taoyuan, Taiwan
| | - Wei-Chih Shen
- Department of Medical Research, China Medical University Hospital, China Medical University, (40447), Taichung, Taiwan
| | - Chih-Seng Yeh
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Institute for Radiological Research, College of Medicine, Chang Gung University, (333), Taoyuan, Taiwan
| | - Ming-Shien Wen
- Section of Cardiology, Department of Internal Medicine, Chang Gung Memorial Hospital at Linkou, College of Medicine, Chang Gung University, (333), Taoyuan, Taiwan
| | - Yung-Liang Wan
- Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, Institute for Radiological Research, College of Medicine, Chang Gung University, (333), Taoyuan, Taiwan.
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