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Fluder-Wlodarczyk J, Schneider Z, Pawłowski T, Wojakowski W, Gasior P, Pociask E. Assessment of Effectiveness of the Algorithm for Automated Quantitative Analysis of Metallic Strut Tissue Short-Term Coverage with Intravascular Optical Coherence Tomography. J Clin Med 2024; 13:4336. [PMID: 39124606 PMCID: PMC11313088 DOI: 10.3390/jcm13154336] [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: 05/22/2024] [Revised: 07/13/2024] [Accepted: 07/21/2024] [Indexed: 08/12/2024] Open
Abstract
Background: Due to its high resolution, optical coherence tomography (OCT) is the most suitable modality for neointimal coverage assessments. Evaluation of stent healing seems crucial to accurately define their safety profile since delayed healing is connected with stent thrombosis. This study aimed to present an algorithm for automated quantitative analysis of stent strut coverage at the early stages of vessel healing in intravascular OCT. Methods: A set of 592 OCT frames from 24 patients one month following drug-eluting stent implantation was used to assess the algorithm's effectiveness. Struts not covered on any side or covered but only on one side were categorized as uncovered. The algorithm consists of several key steps: preprocessing, vessel lumen segmentation, automatic strut detection, and measurement of neointimal thickness. Results: The proposed algorithm proved its efficiency in lumen and stent area estimation versus manual reference. It showed a high positive predictive value (PPV) (89.7%) and true positive rate (TPR) (91.4%) in detecting struts. A qualitative assessment for covered and uncovered struts was characterized by high TPR (99.1% and 80%, respectively, for uncovered and covered struts) and PPV (77.3% and 87%). Conclusions: The proposed algorithm demonstrated good agreement with manual measurements. Automating the stent coverage assessment might facilitate imaging analysis, which might be beneficial in experimental and clinical settings.
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Affiliation(s)
- Joanna Fluder-Wlodarczyk
- Division of Cardiology and Structural Heart Diseases, Medical University of Silesia in Katowice, 40-635 Katowice, Poland
| | - Zofia Schneider
- Faculty of Geology, Geophysics and Environmental Protection, AGH University of Kraków, 30-059 Krakow, Poland
| | - Tomasz Pawłowski
- Division of Cardiology and Structural Heart Diseases, Medical University of Silesia in Katowice, 40-635 Katowice, Poland
| | - Wojciech Wojakowski
- Division of Cardiology and Structural Heart Diseases, Medical University of Silesia in Katowice, 40-635 Katowice, Poland
| | - Pawel Gasior
- Division of Cardiology and Structural Heart Diseases, Medical University of Silesia in Katowice, 40-635 Katowice, Poland
| | - Elżbieta Pociask
- Department of Biocybernetics and Biomedical Engineering, AGH University of Kraków, 30-059 Kraków, Poland
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Niu Z, Lv X, Zhang J, Bao T. Optical coherence tomography versus intravascular ultrasound in patients with myocardial infarction: a diagnostic performance study of pre-percutaneous coronary interventions. Braz J Med Biol Res 2020; 53:e9776. [PMID: 32813856 PMCID: PMC7433842 DOI: 10.1590/1414-431x20209776] [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: 02/04/2020] [Accepted: 05/20/2020] [Indexed: 11/22/2022] Open
Abstract
Accurate coronary measurements are important in guiding percutaneous coronary intervention. Intravascular ultrasound is a widely accepted diagnostic modality for coronary measurement before percutaneous coronary intervention. The spatial resolution of optical coherence tomography is 10 times larger than that of intravascular ultrasound. The objective of the study was to compare quantitative and qualitative parameters of frequency domain optical coherence tomography (FDOCT) with those of intravascular ultrasound and coronary angiography in patients with acute myocardial infarction. Diagnostic parameters of coronary angiography, intravascular ultrasound, and FDOCT of 250 patients with coronary artery disease who required admission diagnosis were included in the analyses. Minimum lumen diameter detected by FDOCT was larger than that detected by quantitative coronary angiography (2.11±0.1 vs 1.89±0.09 mm, P<0.0001, q=34.67) but smaller than that detected by intravascular ultrasound (2.11±0.1 vs 2.19±0.11 mm, P<0.0001, q=12.61). Minimum lumen area detected by FDOCT was smaller than that detected by intravascular ultrasound (3.41±0.01 vs 3.69±0.01 mm2, P<0.0001). FDOCT detected higher numbers of thrombus, tissue protrusion, dissection, and incomplete stent apposition than those detected by intravascular ultrasound (P<0.0001 for all). More accurate and sensitive results of the coronary lumen can be detected by FDOCT than coronary angiography and intravascular ultrasound (level of evidence: III).
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Affiliation(s)
- Zongbao Niu
- Color Ultrasonic Room, Affiliated Hospital of Hebei University, Baoding, Hebei, China
| | - Xiaolan Lv
- Color Ultrasonic Room, Affiliated Hospital of Hebei University, Baoding, Hebei, China
| | - Jianhua Zhang
- Department of Cardiology, Handan Shengji Tumor Hospital, Handan, Hebei, China
| | - Tianping Bao
- Color Ultrasonic Room, First Central Hospital of Baoding, Baoding, Hebei, China
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Pettersen Ø, Pociask E, Malinowski KP, Slezak M, Hegbom K, Wiseth R, Nordhaug DO. Reproducibility of optical coherence tomography in vein grafts used for coronary revascularization. Cardiol J 2018; 27:518-523. [PMID: 30444258 DOI: 10.5603/cj.a2018.0139] [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] [Received: 07/03/2018] [Revised: 08/11/2018] [Accepted: 09/02/2018] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Optical coherence tomography (OCT) is a high-resolution imaging modality able to provide near-histological images of vessel walls making it possible to distinguish intima and media layers of the vessel wall separately. The use of this imaging technique is increasing while data on the variability and reliability is lacking. The aim of this study was to investigate the reproducibility of frequency-domain OCT in vein grafts used for coronary revascularization. METHODS Five pullbacks were analyzed by the same analyst with a 1-month delay (intraobserver) and by two different analysts (interobserver). Five pairs of pullbacks from the same catheters and vein graft were also analyzed (inter pullback). RESULTS Optical coherence tomography showed low variability in intra- and interobserver analysis with relative differences of mean media and intima thicknesses and areas of less than 5% for most parameters. Relative differences of the same parameters in the inter pullback analysis were in the 5-15% range. Intra- and interobserver reliability was excellent (intraclass correlation coefficient [ICC] > 0.90) for intima thickness and intima, media and intima-media area measurements. Inter pullback reliability was good (ICC: 0.75-0.90) for intima and intima-media area measurements, and moderate to good for mean intima thickness measurements (ICC: 0.79; 0.7338-0.8284). CONCLUSIONS Optical coherence tomography provides good reproducibility for the measurements of parameters relevant for the development of atherosclerosis in vein grafts. CLINICAL TRIAL REGISTRATION ID NCT01834846.
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Affiliation(s)
- Øystein Pettersen
- Department of Cardiothoracic Surgery, St. Olav's University Hospital, Prinsesse Kristina gate 3, 7030 Trondheim, Norway. .,Department of Circulation and Medical Imaging, Faculty of Medicine, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, 7030 Trondheim, Norway.
| | - Elżbieta Pociask
- Krakow Cardiovascular Research Institute, Krakow, Poland.,AGH University of Science and Technology, Department of Biocybernetics and Biomedical Engineering, Krakow, Poland
| | - Krzysztof P Malinowski
- Krakow Cardiovascular Research Institute, Krakow, Poland.,Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College, Kraków, Poland
| | | | - Knut Hegbom
- Department of Cardiology, St. Olav's Hospital, Prinsesse Kristinas gate 3, 7030 Trondheim, Norway
| | - Rune Wiseth
- Department of Cardiology, St. Olav's Hospital, Prinsesse Kristinas gate 3, 7030 Trondheim, Norway.,Department of Circulation and Medical Imaging, Faculty of Medicine, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, 7030 Trondheim, Norway
| | - Dag Ole Nordhaug
- Department of Cardiothoracic Surgery, St. Olav's University Hospital, Prinsesse Kristina gate 3, 7030 Trondheim, Norway.,Department of Circulation and Medical Imaging, Faculty of Medicine, Norwegian University of Science and Technology, Prinsesse Kristinas gate 3, 7030 Trondheim, Norway
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