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Sahashi Y, Takeshita R, Watanabe T, Ishihara T, Sekine A, Watanabe D, Ishihara T, Ichiryu H, Endo S, Fukuoka D, Hara T, Okura H. Development of artificial intelligence-based slow-motion echocardiography and clinical usefulness for evaluating regional wall motion abnormalities. THE INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING 2024; 40:385-395. [PMID: 37940734 DOI: 10.1007/s10554-023-02997-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 10/27/2023] [Indexed: 11/10/2023]
Abstract
The diagnostic accuracy of exercise stress echocardiography (ESE) for myocardial ischemia requires improvement, given that it currently depends on the physicians' experience and image quality. To address this issue, we aimed to develop artificial intelligence (AI)-based slow-motion echocardiography using inter-image interpolation. The clinical usefulness of this method was evaluated for detecting regional wall-motion abnormalities (RWMAs). In this study, an AI-based echocardiographic image-interpolation pipeline was developed using optical flow calculation and prediction for in-between images. The accuracy for detecting RWMAs and image readability among 25 patients with RWMA and 25 healthy volunteers was compared between four cardiologists using slow-motion and conventional ESE. Slow-motion echocardiography was successfully developed for arbitrary time-steps (e.g., 0.125×, and 0.5×) using 1,334 videos. The RWMA detection accuracy showed a numerical improvement, but it was not statistically significant (87.5% in slow-motion echocardiography vs. 81.0% in conventional ESE; odds ratio: 1.43 [95% CI: 0.78-2.62], p = 0.25). Interreader agreement analysis (Fleiss's Kappa) for detecting RWMAs among the four cardiologists were 0.66 (95%CI: 0.55-0.77) for slow-motion ESE and 0.53 (95%CI: 0.42-0.65) for conventional ESE. Additionally, subjective evaluations of image readability using a four-point scale showed a significant improvement for slow-motion echocardiography (2.11 ± 0.73 vs. 1.70 ± 0.78, p < 0.001).In conclusion, we successfully developed slow-motion echocardiography using in-between echocardiographic image interpolation. Although the accuracy for detecting RWMAs did not show a significant improvement with this method, we observed enhanced image readability and interreader agreement. This AI-based approach holds promise in supporting physicians' evaluations.
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Affiliation(s)
- Yuki Sahashi
- Department of Cardiology, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu City, Gifu, Japan.
| | - Ryo Takeshita
- Department of Electrical, Electronic and Computer Engineering, Faculty of Engineering, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Takatomo Watanabe
- Department of Cardiology, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu City, Gifu, Japan
- Division of Clinical Laboratory, Gifu University Hospital, Gifu, Japan
| | - Takuma Ishihara
- Innovative and Clinical Research Promotion Center, Gifu University Hospital, Gifu, Japan
| | - Ayako Sekine
- Division of Clinical Laboratory, Gifu University Hospital, Gifu, Japan
| | - Daichi Watanabe
- Division of Clinical Laboratory, Gifu University Hospital, Gifu, Japan
- Department of Pharmacy, Gifu University Hospital, Gifu, Japan
| | - Takeshi Ishihara
- Department of Cardiology, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu City, Gifu, Japan
| | - Hajime Ichiryu
- Department of Cardiology, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu City, Gifu, Japan
| | - Susumu Endo
- Department of Cardiology, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu City, Gifu, Japan
| | - Daisuke Fukuoka
- Department of Electrical, Electronic and Computer Engineering, Faculty of Engineering, Gifu University Graduate School of Medicine, Gifu, Japan
- Faculty of Education, Gifu University, Gifu, Japan
| | - Takeshi Hara
- Department of Electrical, Electronic and Computer Engineering, Faculty of Engineering, Gifu University Graduate School of Medicine, Gifu, Japan
- Center for Research, Education, and Development for Healthcare Life Design (C-REX), Tokai National Higher Education and Research System, Gifu, Japan
| | - Hiroyuki Okura
- Department of Cardiology, Gifu University Graduate School of Medicine, 1-1 Yanagido, Gifu City, Gifu, Japan
- Division of Clinical Laboratory, Gifu University Hospital, Gifu, Japan
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Kleb C, Sims OT, Fares M, Ruthmann N, Ansari K, Esfeh JM. Screening Modalities for Coronary Artery Disease in Liver Transplant Candidates: A Review of the Literature. J Cardiothorac Vasc Anesth 2023; 37:2611-2620. [PMID: 37690949 DOI: 10.1053/j.jvca.2023.08.126] [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: 05/21/2023] [Revised: 07/16/2023] [Accepted: 08/09/2023] [Indexed: 09/12/2023]
Abstract
Patients with cirrhosis undergoing liver transplant (LT) are at high risk of postoperative cardiopulmonary complications. It is known that patients with coronary artery disease (CAD) have greater rates of post-LT morbidity and mortality than patients without CAD. Thus, identifying significant CAD in LT candidates is of the utmost importance to optimize survival posttransplant. Consensus is lacking on the ideal screening test for CAD in LT candidates. Traditional exercise and many pharmacologic stress tests are impractical and inaccurate in patients with cirrhosis due to their unique physiology. The purpose of this review is to describe different screening modalities for CAD among LT candidates. The background, diagnostic accuracy, and limitations of each screening modality are described to achieve this goal.
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Affiliation(s)
- Cerise Kleb
- Department of Gastroenterology, University of Maryland Medical Center, Baltimore, MD.
| | - Omar T Sims
- Department of Gastroenterology, Hepatology and Nutrition, Cleveland Clinic, Cleveland, OH; Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH
| | - Maan Fares
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH
| | - Nicholas Ruthmann
- Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH
| | - Kianoush Ansari
- Department of Diagnostic Radiology, University Hospital Cleveland Medical Center, Cleveland, OH
| | - Jamak Modaresi Esfeh
- Department of Gastroenterology, Hepatology and Nutrition, Cleveland Clinic, Cleveland, OH
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van der Bijl P, Stassen J, Bax JJ. Guideline-based use of cardiac imaging for chronic coronary syndromes. Eur Heart J 2023; 44:159-161. [PMID: 36459102 DOI: 10.1093/eurheartj/ehac630] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Affiliation(s)
- Pieter van der Bijl
- Department of Cardiology, Heart Lung Centre, Leiden University Medical Centre, Albinusdreef 2, 2300 RC Leiden, The Netherlands
| | - Jan Stassen
- Department of Cardiology, Heart Lung Centre, Leiden University Medical Centre, Albinusdreef 2, 2300 RC Leiden, The Netherlands
| | - Jeroen J Bax
- Department of Cardiology, Heart Lung Centre, Leiden University Medical Centre, Albinusdreef 2, 2300 RC Leiden, The Netherlands
- Heart Centre, University of Turku and Turku University Hospital, Kiinamyllynkatu 4-8, FI-20520, Turku, Finland
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D'Costa A, Zatale A. AI and the cardiologist: when mind, heart and machine unite. Open Heart 2021; 8:openhrt-2021-001874. [PMID: 34949649 PMCID: PMC8705226 DOI: 10.1136/openhrt-2021-001874] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 11/23/2021] [Indexed: 11/04/2022] Open
Abstract
Artificial intelligence (AI) and deep learning has made much headway in the consumer and advertising sector, not only affecting how and what people purchase these days, but also affecting behaviour and cultural attitudes. It is poised to influence nearly every aspect of our being, and the field of cardiology is not an exception. This paper aims to brief the clinician on the advances in AI and machine learning in the field of cardiology, its applications, while also recognising the potential for future development in these two mammoth fields. With the advent of big data, new opportunities are emerging to build AI tools, with better accuracy, that will directly aid not only the clinician but also allow nations to provide better healthcare to its citizens.
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Affiliation(s)
- Antonio D'Costa
- Paediatrics, Bai Jerbai Wadia Hospital for Children, Mumbai, Maharashtra, India
| | - Aishwarya Zatale
- Paediatrics, Bai Jerbai Wadia Hospital for Children, Mumbai, Maharashtra, India
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Lin J, Wu W, Gao L, He J, Zhu Z, Pang K, Wang J, Liu M, Wang H. Global Myocardial Work Combined with Treadmill Exercise Stress to Detect Significant Coronary Artery Disease. J Am Soc Echocardiogr 2021; 35:247-257. [PMID: 34710569 DOI: 10.1016/j.echo.2021.10.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Revised: 08/31/2021] [Accepted: 10/17/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND Myocardial work (MW) derived from the left ventricular pressure-strain loop is a novel and noninvasive method for assessing left ventricular function that accounts for loading conditions. We aimed to explore whether global MW combined with treadmill exercise stress could detect significant coronary artery disease (CAD) in patients with angina pectoris. METHODS Eighty-five patients with angina pectoris and no prior CAD history were included. All patients underwent treadmill exercise stress echocardiography and coronary angiography. Global MW was constructed from speckle-tracking echocardiography indexed to the brachial systolic blood pressure. The association between MW parameters and the presence of significant CAD was assessed with logistic regression. The discriminative power of MW parameters to detect CAD was assessed with receiver operative characteristic curve, net reclassification improvement, and integrated discrimination improvement analysis. RESULTS Twenty-five patients had a positive exercise echocardiogram, while significant coronary artery stenosis (≥70% in one or more major epicardial vessels or ≥50% in the left main coronary artery) was observed in 41 patients. The global wasted work (GWW) and global work efficiency (GWE) were significantly higher or lower, respectively, in patients with significant CAD compared with those of nonsignificant CAD at the peak exercise and during recovery periods (P < .05 for all). Multivariate logistic regression analysis demonstrated that peak GWE and recovery GWW could predict significant CAD. Peak GWE had the highest area under the receiver operating characteristic curve (AUC) among all global MW parameters (AUC = 0.836). Furthermore, a model comprising peak GWE and recovery GWW performed better for the identification of significant CAD than peak GWE alone (AUC = 0.856). CONCLUSIONS Peak GWE could detect significant CAD. The new model, incorporating peak GWE and recovery GWW, not only identified but also provided additional value for estimating the probability of significant CAD. Global MW parameters combined with exercise stress perform as an accurate noninvasive screening before the invasive diagnostic technique.
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Affiliation(s)
- Jingru Lin
- Department of Echocardiography, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Weichun Wu
- Department of Echocardiography, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Key Laboratory of Cardiovascular Imaging (Cultivation), Chinese Academy of Medical Sciences (W.W.), Beijing, China
| | - Lijian Gao
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jia He
- Cardiac Arrhythmia Center, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhenhui Zhu
- Department of Echocardiography, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Kunjing Pang
- Department of Echocardiography, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | | | - Mengyi Liu
- Department of Echocardiography, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hao Wang
- Department of Echocardiography, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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BARNETT R, AMBERT M, CAMPORESI EM. Preoperative cardiac evaluation of the vascular surgery patient. ITALIAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY 2021. [DOI: 10.23736/s1824-4777.21.01520-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Woodward W, Dockerill C, McCourt A, Upton R, O'Driscoll J, Balkhausen K, Chandrasekaran B, Firoozan S, Kardos A, Wong K, Woodward G, Sarwar R, Sabharwal N, Benedetto E, Spagou N, Sharma R, Augustine D, Tsiachristas A, Senior R, Leeson P, Boardman H, d'Arcy J, Abraheem A, Banypersad S, Boos C, Bulugahapitiya S, Butts J, Coles D, Easaw J, Hamdan H, Jamil-Copley S, Kanaganayagam G, Mwambingu T, Pantazis A, Papachristidis A, Rajani R, Rasheed MA, Razvi NA, Rekhraj S, Ripley DP, Rose K, Scheuermann-Freestone M, Schofield R, Sultan A. Real-world performance and accuracy of stress echocardiography: the EVAREST observational multi-centre study. Eur Heart J Cardiovasc Imaging 2021; 23:689-698. [PMID: 34148078 PMCID: PMC9016358 DOI: 10.1093/ehjci/jeab092] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 05/04/2021] [Indexed: 12/22/2022] Open
Abstract
Aims Stress echocardiography is widely used to identify obstructive coronary artery disease (CAD). High accuracy is reported in expert hands but is dependent on operator training and image quality. The EVAREST study provides UK-wide data to evaluate real-world performance and accuracy of stress echocardiography. Methods and results Participants undergoing stress echocardiography for CAD were recruited from 31 hospitals. Participants were followed up through health records which underwent expert adjudication. Cardiac outcome was defined as anatomically or functionally significant stenosis on angiography, revascularization, medical management of ischaemia, acute coronary syndrome, or cardiac-related death within 6 months. A total of 5131 patients (55% male) participated with a median age of 65 years (interquartile range 57–74). 72.9% of studies used dobutamine and 68.5% were contrast studies. Inducible ischaemia was present in 19.3% of scans. Sensitivity and specificity for prediction of a cardiac outcome were 95.4% and 96.0%, respectively, with an accuracy of 95.9%. Sub-group analysis revealed high levels of predictive accuracy across a wide range of patient and protocol sub-groups, with the presence of a resting regional wall motion abnormalitiy significantly reducing the performance of both dobutamine (P < 0.01) and exercise (P < 0.05) stress echocardiography. Overall accuracy remained consistently high across all participating hospitals. Conclusion Stress echocardiography has high accuracy across UK-based hospitals and thus indicates stress echocardiography is being delivered effectively in real-world practice, reinforcing its role as a first-line investigation in the assessment of patients with stable chest pain.
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Affiliation(s)
- William Woodward
- Cardiovascular Clinical Research Facility, RDM Division of Cardiovascular Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Cameron Dockerill
- Cardiovascular Clinical Research Facility, RDM Division of Cardiovascular Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Annabelle McCourt
- Cardiovascular Clinical Research Facility, RDM Division of Cardiovascular Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Ross Upton
- Cardiovascular Clinical Research Facility, RDM Division of Cardiovascular Medicine, University of Oxford, Oxford OX3 9DU, UK.,Ultromics Ltd, Wood Centre for Innovation, OxfordOX3 8SB, UK
| | - Jamie O'Driscoll
- Department of Cardiology, St George's University Hospitals NHS Foundation Trust, London SW17 0QT, UK.,School of Human and Life Sciences, Canterbury Christ Church University, Canterbury CT1 1QU, UK
| | - Katrin Balkhausen
- Department of Cardiology, Royal Berkshire Hospitals NHS Foundation Trust, Reading RG1 5AN, UK
| | | | - Soroosh Firoozan
- Department of Cardiology, Buckinghamshire Healthcare NHS Trust, High Wycombe HP11 2TT, UK
| | - Attila Kardos
- Department of Cardiology, Milton Keynes University Hospital NHS Foundation Trust, Milton Keynes MK6 5LD, UK
| | - Kenneth Wong
- Lancashire Cardiac Centre, Blackpool Teaching Hospitals NHS Foundation Trust, Blackpool FY3 8NP, UK
| | - Gary Woodward
- Ultromics Ltd, Wood Centre for Innovation, OxfordOX3 8SB, UK
| | - Rizwan Sarwar
- Ultromics Ltd, Wood Centre for Innovation, OxfordOX3 8SB, UK.,Oxford Heart Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
| | - Nikant Sabharwal
- Oxford Heart Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
| | - Elena Benedetto
- Cardiovascular Clinical Research Facility, RDM Division of Cardiovascular Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Nancy Spagou
- Ultromics Ltd, Wood Centre for Innovation, OxfordOX3 8SB, UK
| | - Rajan Sharma
- Department of Cardiology, St George's University Hospitals NHS Foundation Trust, London SW17 0QT, UK
| | - Daniel Augustine
- Department of Cardiology, Royal United Hospitals NHS Foundation Trust, Bath, BA1 3NG, UK
| | - Apostolos Tsiachristas
- Health Economic Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford OX3 7LF, UK
| | - Roxy Senior
- National Heart and Lung Institute, Imperial College London, London SW3 6LY, UK.,Department of Cardiology, Royal Brompton and Harefield NHS Foundation Trust, London SW3 6NJ, UK.,Department of Cardiology, London North West University Healthcare NHS Trust, London HA1 3UJ, UK
| | - Paul Leeson
- Cardiovascular Clinical Research Facility, RDM Division of Cardiovascular Medicine, University of Oxford, Oxford OX3 9DU, UK
| | - Henry Boardman
- Department of Cardiology, Milton Keynes University Hospital NHS Foundation Trust, Milton Keynes MK6 5LD, UK.,Oxford Heart Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
| | - Joanna d'Arcy
- Oxford Heart Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
| | - Abraheem Abraheem
- Department of Cardiology, Tameside and Glossop Integrated Care NHS Foundation Trust, Ashton-under-Lyne, UK
| | - Sanjay Banypersad
- Department of Cardiology, East Lancashire Hospitals NHS Trust, Burnley, UK
| | - Christopher Boos
- Department of Cardiology, Poole Hospital NHS Foundation Trust, Poole, UK
| | | | - Jeremy Butts
- Department of Cardiology, Calderdale and Huddersfield NHS Foundation Trust, Calderdale, UK
| | - Duncan Coles
- Department of Cardiology, Mid Essex NHS Hospital Services NHS Trust, Broomfield, UK
| | - Jacob Easaw
- Department of Cardiology, Royal United Hospitals NHS Foundation Trust, Bath, BA1 3NG, UK
| | - Haytham Hamdan
- Department of Cardiology, Wrightington, Wigan and Leigh NHS Foundation Trust, Wigan, UK
| | - Shahnaz Jamil-Copley
- Department of Cardiology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Gajen Kanaganayagam
- Department of Cardiology, Chelsea and Westminster Hospital NHS Foundation Trust, London, UK
| | - Tom Mwambingu
- Department of Cardiology, The Mid Yorkshire Hospitals NHS Trust, Pinderfields, UK
| | - Antonis Pantazis
- Department of Cardiology, North Middlesex University Hospital NHS Trust, London, UK
| | | | - Ronak Rajani
- Department of Cardiology, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | | | - Naveed A Razvi
- Department of Cardiology, East Suffolk and North Essex NHS Foundation Trust, Ipswich, UK
| | - Sushma Rekhraj
- Department of Cardiology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - David P Ripley
- Department of Cardiology, Northumbria Healthcare NHS Foundation Trust, North Tyneside, UK
| | - Kathleen Rose
- Department of Cardiology, Northampton General Hospital NHS Trust, Northampton, UK
| | | | - Rebecca Schofield
- Department of Cardiology, North West Anglia NHS Foundation Trust, Peterborough, UK
| | - Ayyaz Sultan
- Department of Cardiology, Wrightington, Wigan and Leigh NHS Foundation Trust, Wigan, UK
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Accuracy of global and regional longitudinal strain at peak of dobutamine stress echocardiography to detect significant coronary artery disease. Int J Cardiovasc Imaging 2021; 37:1321-1331. [PMID: 33433744 PMCID: PMC7801788 DOI: 10.1007/s10554-020-02121-y] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 11/24/2020] [Indexed: 11/11/2022]
Abstract
Dobutamine stress echocardiography (DSE) is sensitive but subjective diagnostic tool to detect inducible ischemia. Nowadays, speckle tracking allows an objective quantification of regional wall function. We aimed to investigate the feasibility and accuracy of global (GLS) and regional longitudinal strain (RLS) during DSE to detect significant coronary stenosis (SCS). We conducted a prospective observational multicenter study including patients undergoing DSE for suspected SCS. 50 patients with positive DSE underwent coronary angiography. Besides visual regional wall motion score index (WMSI), GLS and RLS were determined at rest and at peak stress by Automated Function Imaging. DSE GLS feasibility was 96%. Among 35 patients with SCS, 12 patients were affected by multivessel disease, 18 had stenosis of left anterior descending artery (LAD), 18 of left circumflex (LCX) and 15 of right coronary artery (RCA). At peak stress, both GLS reduction (p = 0.037) and WMSI worsening (p = 0.04) showed significant agreement with coronary angiography for detecting SCS. When single lesion was considered, peak stress GLS and LAD RLS were lower in the obstructed LAD regions than in normo-perfused territories (17.4 ± 5.5 vs. 20.5 ± 4.4%, p = 0.03; 17.1 ± 7.6 vs. 21.6 ± 5.5%, p < 0.02, respectively). Furthermore, the addition of RLS to regional WMSI was able to improve accuracy in LAD SCS prediction (AUC 0.68, p = 0.037). Conversely, in presence of LCX or RCA SCS, LS was less accurate than WMSI at peak stress. In conclusion, DSE strain analysis is feasible and may improve prediction of LAD SCS, whereas regional WMSI assessment performs better in presence of SCS of LCX and RCA.
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Raslau D, Bierle DM, Stephenson CR, Mikhail MA, Kebede EB, Mauck KF. Preoperative Cardiac Risk Assessment. Mayo Clin Proc 2020; 95:1064-1079. [PMID: 32107033 DOI: 10.1016/j.mayocp.2019.08.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 07/17/2019] [Accepted: 08/19/2019] [Indexed: 01/18/2023]
Abstract
Major adverse cardiac events are common causes of perioperative mortality and major morbidity. Preventing these complications requires thorough preoperative risk assessment and postoperative monitoring of at-risk patients. Major guidelines recommend assessment based on a validated risk calculator that incorporates patient- and procedure-specific factors. American and European guidelines define when stress testing is needed on the basis of functional capacity assessment. Favoring cost-effectiveness, Canadian guidelines instead recommend obtaining brain natriuretic peptide or N-terminal prohormone of brain natriuretic peptide levels to guide postoperative screening for myocardial injury or infarction. When conditions such as acute coronary syndrome, severe pulmonary hypertension, and decompensated heart failure are identified, nonemergent surgery should be postponed until the condition is appropriately managed. There is an evolving role of biomarkers and myocardial injury after noncardiac surgery to enhance risk stratification, but the effect of interventions guided by these strategies is unclear.
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Affiliation(s)
- David Raslau
- Mayo Clinic Rochester, Division of General Internal Medicine, Rochester, MN.
| | - Dennis M Bierle
- Mayo Clinic Rochester, Division of General Internal Medicine, Rochester, MN
| | | | - Michael A Mikhail
- Mayo Clinic Rochester, Division of General Internal Medicine, Rochester, MN
| | - Esayas B Kebede
- Mayo Clinic Rochester, Division of General Internal Medicine, Rochester, MN
| | - Karen F Mauck
- Mayo Clinic Rochester, Division of General Internal Medicine, Rochester, MN
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Gahungu N, Trueick R, Bhat S, Sengupta PP, Dwivedi G. Current Challenges and Recent Updates in Artificial Intelligence and Echocardiography. CURRENT CARDIOVASCULAR IMAGING REPORTS 2020. [DOI: 10.1007/s12410-020-9529-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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Al-Lamee RK, Shun-Shin MJ, Howard JP, Nowbar AN, Rajkumar C, Thompson D, Sen S, Nijjer S, Petraco R, Davies J, Keeble T, Tang K, Malik I, Bual N, Cook C, Ahmad Y, Seligman H, Sharp AS, Gerber R, Talwar S, Assomull R, Cole G, Keenan NG, Kanaganayagam G, Sehmi J, Wensel R, Harrell FE, Mayet J, Thom S, Davies JE, Francis DP. Dobutamine Stress Echocardiography Ischemia as a Predictor of the Placebo-Controlled Efficacy of Percutaneous Coronary Intervention in Stable Coronary Artery Disease: The Stress Echocardiography-Stratified Analysis of ORBITA. Circulation 2019; 140:1971-1980. [PMID: 31707827 PMCID: PMC6903430 DOI: 10.1161/circulationaha.119.042918] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
BACKGROUND Dobutamine stress echocardiography is widely used to test for ischemia in patients with stable coronary artery disease. In this analysis, we studied the ability of the prerandomization stress echocardiography score to predict the placebo-controlled efficacy of percutaneous coronary intervention (PCI) within the ORBITA trial (Objective Randomised Blinded Investigation With Optimal Medical Therapy of Angioplasty in Stable Angina). METHODS One hundred eighty-three patients underwent dobutamine stress echocardiography before randomization. The stress echocardiography score is broadly the number of segments abnormal at peak stress, with akinetic segments counting double and dyskinetic segments counting triple. The ability of prerandomization stress echocardiography to predict the placebo-controlled effect of PCI on response variables was tested by using regression modeling. RESULTS At prerandomization, the stress echocardiography score was 1.56±1.77 in the PCI arm (n=98) and 1.61±1.73 in the placebo arm (n=85). There was a detectable interaction between prerandomization stress echocardiography score and the effect of PCI on angina frequency score with a larger placebo-controlled effect in patients with the highest stress echocardiography score (Pinteraction=0.031). With our sample size, we were unable to detect an interaction between stress echocardiography score and any other patient-reported response variables: freedom from angina (Pinteraction=0.116), physical limitation (Pinteraction=0.461), quality of life (Pinteraction=0.689), EuroQOL 5 quality-of-life score (Pinteraction=0.789), or between stress echocardiography score and physician-assessed Canadian Cardiovascular Society angina class (Pinteraction=0.693), and treadmill exercise time (Pinteraction=0.426). CONCLUSIONS The degree of ischemia assessed by dobutamine stress echocardiography predicts the placebo-controlled efficacy of PCI on patient-reported angina frequency. The greater the downstream stress echocardiography abnormality caused by a stenosis, the greater the reduction in symptoms from PCI. CLINICAL TRIAL REGISTRATION URL: https://www.clinicaltrials.gov. Unique identifier: NCT02062593.
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Affiliation(s)
- Rasha K. Al-Lamee
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Matthew J. Shun-Shin
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - James P. Howard
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Alexandra N. Nowbar
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Christopher Rajkumar
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - David Thompson
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.)
| | - Sayan Sen
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Sukhjinder Nijjer
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Ricardo Petraco
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - John Davies
- Essex Cardiothoracic Centre, Basildon, UK (J.D., T.K., K.T.).,Anglia Ruskin University, Chelmsford, UK (J.D., T.K.)
| | - Thomas Keeble
- Essex Cardiothoracic Centre, Basildon, UK (J.D., T.K., K.T.).,Anglia Ruskin University, Chelmsford, UK (J.D., T.K.)
| | - Kare Tang
- Essex Cardiothoracic Centre, Basildon, UK (J.D., T.K., K.T.)
| | - Iqbal Malik
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | | | - Christopher Cook
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Yousif Ahmad
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Henry Seligman
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | | | - Robert Gerber
- East Sussex Healthcare NHS Trust, Hastings, UK (R.G.)
| | - Suneel Talwar
- Royal Bournemouth and Christchurch NHS Trust, UK (S. Talwar)
| | - Ravi Assomull
- Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Graham Cole
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Niall G. Keenan
- West Hertfordshire Hospitals NHS Trust, Watford, UK (N.G.K., J.S.)
| | - Gajen Kanaganayagam
- Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Joban Sehmi
- West Hertfordshire Hospitals NHS Trust, Watford, UK (N.G.K., J.S.)
| | - Roland Wensel
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.)
| | - Frank E. Harrell
- Vanderbilt University School of Medicine, Department of Biostatistics, Nashville, TN (F.E.H.)
| | - Jamil Mayet
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Simon Thom
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.)
| | - Justin E. Davies
- Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
| | - Darrel P. Francis
- National Heart and Lung Institute, Imperial College London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., D.T., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., G.C., R.W., J.M., S. Thom, D.P.F.).,Imperial College Healthcare NHS Trust, London, UK (R.K.A-L., M.J.S.-S., J.P.H., A.N.N., C.R., S.S., S.N., R.P., I.M., C.C., Y.A., H.S., R.A., G.C., G.K., J.M., J.E.D., D.P.F.)
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12
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Pais P. Treadmill stress tests should not be part of "routine health check package". Indian Heart J 2018; 70:934-936. [PMID: 30580868 PMCID: PMC6306354 DOI: 10.1016/j.ihj.2018.09.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2018] [Revised: 09/11/2018] [Accepted: 09/26/2018] [Indexed: 11/10/2022] Open
Abstract
A treadmill ECG stress test (TMT) often forms part of the popular health check packages recommended for people who are asymptomatic on the premise that it can detect disease at an early stage and treatment be prescribed to prevent or reduce future morbidity and mortality. Such a recommendation does not take into account the properties of this procedure as a diagnostic test. It has an average sensitivity and specificity of 68% and 77%, respectively. However, these figures depend on the probability of coronary artery disease (CAD) in the test subject. In asymptomatic persons with few or no risk factors, the likelihood of a false positive is high and will result in psychological stress and/or expensive and possibly invasive test. Recommendation for a TMT should be made by a physician after evaluating the subject to have at least an intermediate risk of having CAD.
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Affiliation(s)
- Prem Pais
- Professor St. John's Research Institute, Consultant Physician, Manipal Hospital Bengaluru, India.
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13
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Alsharqi M, Woodward WJ, Mumith JA, Markham DC, Upton R, Leeson P. Artificial intelligence and echocardiography. Echo Res Pract 2018; 5:R115-R125. [PMID: 30400053 PMCID: PMC6280250 DOI: 10.1530/erp-18-0056] [Citation(s) in RCA: 91] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 10/29/2018] [Indexed: 12/27/2022] Open
Abstract
Echocardiography plays a crucial role in the diagnosis and management of cardiovascular disease. However, interpretation remains largely reliant on the subjective expertise of the operator. As a result inter-operator variability and experience can lead to incorrect diagnoses. Artificial intelligence (AI) technologies provide new possibilities for echocardiography to generate accurate, consistent and automated interpretation of echocardiograms, thus potentially reducing the risk of human error. In this review, we discuss a subfield of AI relevant to image interpretation, called machine learning, and its potential to enhance the diagnostic performance of echocardiography. We discuss recent applications of these methods and future directions for AI-assisted interpretation of echocardiograms. The research suggests it is feasible to apply machine learning models to provide rapid, highly accurate and consistent assessment of echocardiograms, comparable to clinicians. These algorithms are capable of accurately quantifying a wide range of features, such as the severity of valvular heart disease or the ischaemic burden in patients with coronary artery disease. However, the applications and their use are still in their infancy within the field of echocardiography. Research to refine methods and validate their use for automation, quantification and diagnosis are in progress. Widespread adoption of robust AI tools in clinical echocardiography practice should follow and have the potential to deliver significant benefits for patient outcome.
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Affiliation(s)
- M Alsharqi
- Oxford Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - W J Woodward
- Oxford Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - J A Mumith
- Ultromics Ltd, Magdalen Centre, Robert Robinson Ave, Oxford, United Kingdom
| | - D C Markham
- Ultromics Ltd, Magdalen Centre, Robert Robinson Ave, Oxford, United Kingdom
| | - R Upton
- Ultromics Ltd, Magdalen Centre, Robert Robinson Ave, Oxford, United Kingdom
| | - P Leeson
- Oxford Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
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14
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Soldera J, Camazzola F, Rodríguez S, Brandão A. Cardiac stress testing and coronary artery disease in liver transplantation candidates: Meta-analysis. World J Hepatol 2018; 10:877-886. [PMID: 30533188 PMCID: PMC6280161 DOI: 10.4254/wjh.v10.i11.877] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 09/13/2018] [Accepted: 10/11/2018] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the diagnostic value of dobutamine stress echocardiography (DSE) and myocardial perfusion scintigraphy (MPS) in predicting coronary artery disease (CAD) in cirrhotic patients listed for liver transplantation (LT), using invasive coronary angiography (ICA) as gold-standard. METHODS Retrieval of studies was based on Medical Subject Headings and Health Sciences Descriptors, which were combined using Boolean operators. Searches were run on the electronic databases Scopus, Web of Science, EMBASE, MEDLINE (PubMed), BIREME (Biblioteca Regional de Medicina), LILACS (Latin American and Caribbean Health Sciences Literature), Cochrane Library for Systematic Reviews and Opengray.eu. There was no language or date of publication restrictions. The reference lists of the studies retrieved were searched manually. RESULTS The search strategy retrieved 322 references for DSE and 90 for MPS. In the final analysis, 10 references for DSE and 10 for MPS were included. Pooled sensitivity was 28% and 61% for DSE and MPS and specificity was 82% and 74%, for diagnosis of CAD using ICA as gold-standard, respectively. CONCLUSION DSE and MPS do not have adequate sensitivity for determination of whether CAD is present, despite having significant specificity.
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Affiliation(s)
- Jonathan Soldera
- School of Medicine, Universidade de Caxias do Sul (UCS), Caxias do Sul 95070-560, Brazil
- School of Medicine, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre 90050-170, Brazil.
| | - Fábio Camazzola
- School of Medicine, Universidade de Caxias do Sul (UCS), Caxias do Sul 95070-560, Brazil
| | - Santiago Rodríguez
- School of Medicine, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre 90050-170, Brazil
| | - Ajacio Brandão
- School of Medicine, Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Porto Alegre 90050-170, Brazil
- Liver Transplantation Group, Santa Casa de Misericórdia de Porto Alegre, Porto Alegre 90020-090, Brazil
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15
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Alsharqi M, Upton R, Mumith A, Leeson P. Artificial intelligence: a new clinical support tool for stress echocardiography. Expert Rev Med Devices 2018; 15:513-515. [PMID: 29992841 DOI: 10.1080/17434440.2018.1497482] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Maryam Alsharqi
- a Oxford Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine , University of Oxford , Oxford , UK
| | | | | | - Paul Leeson
- a Oxford Cardiovascular Clinical Research Facility, Division of Cardiovascular Medicine, Radcliffe Department of Medicine , University of Oxford , Oxford , UK
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16
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Coronary Computed Tomography Angiography in Combination with Coronary Artery Calcium Scoring for the Preoperative Cardiac Evaluation of Liver Transplant Recipients. BIOMED RESEARCH INTERNATIONAL 2017; 2017:4081525. [PMID: 28164120 PMCID: PMC5259617 DOI: 10.1155/2017/4081525] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 12/07/2016] [Accepted: 12/18/2016] [Indexed: 02/08/2023]
Abstract
Liver transplantation is the best treatment option for early-stage hepatocellular carcinoma, liver cirrhosis, fulminant liver failure, and end-stage liver diseases. Even though advances in surgical techniques and perioperative care have improved postoperative outcomes, perioperative cardiovascular complications are a leading cause of postoperative morbidity and mortality following liver transplantation. Ischemic coronary artery disease (CAD) and cardiomyopathy are the most common cardiovascular diseases and could be negative predictors of postoperative outcomes in liver transplant recipients. Therefore, comprehensive cardiovascular evaluations are required to assess perioperative risks and prevent concomitant cardiovascular complications that would preclude good outcomes in liver transplant recipients. The two major types of cardiac computed tomography are the coronary artery calcium score (CACS) and coronary computed tomography angiography (CCTA). CCTA in combination with the CACS is a validated noninvasive alternative to coronary angiography for diagnosing and grading the severity of CAD. A CACS > 400 is associated with significant CAD and a known important predictor of posttransplant cardiovascular complications in liver transplant recipients. In this review article, we discuss the usefulness, advantages, and disadvantages of CCTA combined with CACS as a noninvasive diagnostic tool for preoperative cardiac evaluation and for maximizing the perioperative outcomes of liver transplant recipients.
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17
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Buczinski S, O'Connor AM. Specific Challenges in Conducting and Reporting Studies on the Diagnostic Accuracy of Ultrasonography in Bovine Medicine. Vet Clin North Am Food Anim Pract 2016; 32:1-18. [PMID: 26922109 DOI: 10.1016/j.cvfa.2015.09.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Abstract
Ultrasonography is used by bovine practitioners more for reproductive issues than as a diagnostic test for medical and surgical diseases. This article reviews the specific challenges and standards concerning reporting of studies on diagnostic accuracy of ultrasound in cattle for nonreproductive issues. Specific biases and applicability concerns in studies reporting ultrasonography as a diagnostic test are also reviewed. Better understanding of these challenges will help the practitioner to interpret and apply (or not) diagnostic accuracy study results depending on the field context. Examples of application of sensitivity and specificity results in a clinical context are given using the Bayes theorem.
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Affiliation(s)
- Sébastien Buczinski
- Department of Clinical Sciences, Faculté de médecine vétérinaire, Université de Montréal, St-Hyacinthe, Québec CP 5000, Canada.
| | - Annette M O'Connor
- Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, IA 50010, USA
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18
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Sagarad SV, Sukhani N, Machanur B, Patil S. Study to Evaluate Current Trends in Appropriate Usage of Tread Mill Exercise Testing. J Clin Diagn Res 2016; 10:OC40-OC42. [PMID: 27790492 PMCID: PMC5071992 DOI: 10.7860/jcdr/2016/21281.8581] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Accepted: 07/21/2016] [Indexed: 11/24/2022]
Abstract
INTRODUCTION Non-invasive tests are used to diagnose and prognosticate Coronary Artery Disease (CAD) patients and also in pre-operative evaluation and rehabilitation. Millions of these tests are performed worldwide in these situations. However, previous studies have shown inappropriate use of these tests. AIM The study was to evaluate the appropriate use of treadmill exercise test. MATERIALS AND METHODS The present retrospective study was done in Rajiv Gandhi Super Speciality Hospital, Raichur and Institute of Medical sciences and RKB Super Speciality Clinic, Raichur, Karnataka, India. Tread Mill Tests (TMT) which were done between November 2013 and February 2016 were included in the study. A total of 600 tests were evaluated for appropriateness. Demographic, clinical and risk factors, indications were studied. RESULTS Overall 298 (49.66%) tests were found to be inappro-priate. Younger age, female sex, pre-operative evaluation, evaluation in master health check up and insurance were predictors of inappropriate use (p<0.05) in this study. CONCLUSION The treadmill exercise testing appears to be particularly vulnerable to overuse in clinical setting due to its wide availability, affordability and awareness. The inappropriate use of the method, however, may result in additional unnecessary cost to health care system.
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Affiliation(s)
- Suresh V Sagarad
- Assistant Professor, Department of Cardiology, Rajiv Gandhi Super Speciality Hospital, Raichur Institute of Medical Sciences, Raichur, Karnataka, India
| | - Neha Sukhani
- Assistant Professor, Department of Medicine, Raichur Institute of Medical Sciences, Raichur, Karnataka, India
| | - Basavaraj Machanur
- Assistant Professor, Department of Medicine, Raichur Institute of Medical Sciences, Raichur, Karnataka, India
| | - Shashidhar Patil
- Assistant Professor, Department of Medicine, Raichur Institute of Medical Sciences, Raichur, Karnataka, India
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19
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Park JH, Woo JS, Ju S, Jung SW, Lee I, Kim JB, Kim SJ, Kim W, Kim WS, Kim KS. Layer-specific analysis of dobutamine stress echocardiography for the evaluation of coronary artery disease. Medicine (Baltimore) 2016; 95:e4549. [PMID: 27512879 PMCID: PMC4985334 DOI: 10.1097/md.0000000000004549] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Although dobutamine stress echocardiography (DSE) is a well-defined tool for the diagnosis of coronary artery disease (CAD), false-negative and false-positive results still occur. This study investigated the diagnostic role of layer-specific analysis using 2-dimensional speckle-tracking echocardiography (STE) during DSE.A total of 121 patients who underwent DSE and showed normal wall motion and ejection fraction during baseline echocardiography were enrolled. All patients underwent coronary angiography after DSE within 2 weeks. The patients were divided into the following 4 groups according to DSE results and CAD status: negative DSE with no significant CAD (n = 73), positive DSE with significant CAD (n = 16), negative DSE with significant CAD (n = 17), and positive DSE with no significant CAD (n = 15). Layer-specific global longitudinal strain (GLS) was assessed in the endocardium, mid-myocardium, and epicardium by STE techniques.Patients with significant CAD were older, more male and showed higher glucose level compared to patients without CAD. But coronary risk factors and previous medications were not different between patients with and without CAD. There were no significant differences in whole myocardium or layer-specific GLS found in the baseline echocardiography. During recovery echocardiography, endocardial GLS was significantly different between patients with and without CAD, regardless of the DSE results. A receiver-operating characteristic curve analysis showed that endocardial GLS (>-16%) was superior for identifying significant CAD during the DSE recovery stage. Diagnostic accuracy was improved by applying the results of endocardial GLS compared with visual estimation of DSE.The assessment of layer-specific strain by STE during DSE was feasible, and the evaluation of poststress endocardial function is a more sensitive tool for the detection of CAD.
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Affiliation(s)
- Jae Hun Park
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Jong Shin Woo
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Shin Ju
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Su Woong Jung
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Insoo Lee
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
- Department of Laboratory Medicine, College of Medicine, Kangwon National University, Kangwon, Republic of Korea
| | - Jin Bae Kim
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Soo Joong Kim
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Weon Kim
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Woo-Shik Kim
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
| | - Kwon Sam Kim
- Division of Cardiology, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University School of Medicine, Seoul
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Rumbinaite E, Zaliaduonyte-Peksiene D, Lapinskas T, Zvirblyte R, Karuzas A, Jonauskiene I, Viezelis M, Ceponiene I, Gustiene O, Slapikas R, Vaskelyte JJ. Early and late diastolic strain rate vs global longitudinal strain at rest and during dobutamine stress for the assessment of significant coronary artery stenosis in patients with a moderate and high probability of coronary artery disease. Echocardiography 2016; 33:1512-1522. [DOI: 10.1111/echo.13282] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Affiliation(s)
- Egle Rumbinaite
- Lithuanian University of Health Sciences Cardiology Clinic; Kaunas Lithuania
| | | | - Tomas Lapinskas
- Lithuanian University of Health Sciences Cardiology Clinic; Kaunas Lithuania
| | - Ruta Zvirblyte
- Lithuanian University of Health Sciences Cardiology Clinic; Kaunas Lithuania
| | - Arnas Karuzas
- Lithuanian University of Health Sciences; Kaunas Lithuania
| | | | - Mindaugas Viezelis
- Lithuanian University of Health Sciences Cardiology Clinic; Kaunas Lithuania
| | - Indre Ceponiene
- Lithuanian University of Health Sciences Cardiology Clinic; Kaunas Lithuania
| | - Olivija Gustiene
- Lithuanian University of Health Sciences Cardiology Clinic; Kaunas Lithuania
| | - Rimvydas Slapikas
- Lithuanian University of Health Sciences Cardiology Clinic; Kaunas Lithuania
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21
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Abdel-Salam Z, Ghazy M, Khaled M, Nammas W. Acute Beta Blockade at Peak Stress: Will It Alter the Sensitivity of Dobutamine Stress Echocardiography in Patients with Normal Resting Wall Motion? ACTA CARDIOLOGICA SINICA 2016; 32:89-95. [PMID: 27122936 DOI: 10.6515/acs20150204d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND We compared the accuracy of recovery phase images following administration of intravenous propranolol with peak stress images, for detection of coronary artery disease in patients with no resting wall motion abnormalities undergoing dobutamine stress echocardiography. METHODS We enrolled 100 consecutive patients with no resting wall motion abnormalities who underwent dobutamine stress echocardiography. Propranolol was injected after termination of dobutamine infusion. Positive peak stress images were defined as the induction of wall motion abnormalities at any stage before propranolol injection. Positive recovery phase images were defined as maintenance or worsening of wall motion abnormalities induced at peak stress, or the appearance of new wall motion abnormalities during recovery phase. Significant coronary stenosis was defined as ≥ 50% obstruction of ≥ 1 sizable artery by coronary angiography. RESULTS Seventy-two patients (72%) had significant coronary artery disease. Analysis of peak stress images revealed sensitivity, specificity, positive and negative predictive values of 80.6%, 85.7%, 93.5%, and 63.2%; the overall accuracy was 82%. Analysis of the recovery phase images revealed sensitivity, specificity, positive and negative predictive values of 91.7%, 75%, 90.4%, and 77.8%; here, the overall accuracy was 87%. CONCLUSIONS In patients with no resting wall motion abnormalities, acute beta blockade during dobutamine stress echocardiography improved the sensitivity of recovery phase images for detection of significant coronary artery disease versus peak stress images, but with reduced specificity. KEY WORDS Accuracy; Beta blocker; Coronary artery disease; Dobutamine stress echocardiography; Recovery phase images.
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Affiliation(s)
- Zainab Abdel-Salam
- Cardiology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed Ghazy
- Cardiology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Mohamed Khaled
- Cardiology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Wail Nammas
- Cardiology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
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Quantitative Dobutamine Stress Echocardiography Using Speckle-Tracking Analysis versus Conventional Visual Analysis for Detection of Significant Coronary Artery Disease after ST-Segment Elevation Myocardial Infarction. J Am Soc Echocardiogr 2015; 28:1379-89.e1. [DOI: 10.1016/j.echo.2015.07.023] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Indexed: 11/20/2022]
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Argulian E, Chaudhry FA. Evaluating left ventricular systolic dysfunction: Stress echocardiography. J Nucl Cardiol 2015; 22:957-60. [PMID: 26153256 DOI: 10.1007/s12350-015-0116-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2015] [Accepted: 02/01/2015] [Indexed: 10/23/2022]
Affiliation(s)
- Edgar Argulian
- Mount Sinai St Luke's Hospital, 1111 Amsterdam Ave, New York, NY, USA.
| | - Farooq A Chaudhry
- Zena and Michael A. Wiener Cardiovascular Institute and Marie-Josée and Henry R. Kravis Center for Cardiovascular Health, Icahn School of Medicine at Mount Sinai, New York, USA.
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24
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Cardiac CT vs. Stress Testing in Patients with Suspected Coronary Artery Disease: Review and Expert Recommendations. CURRENT CARDIOVASCULAR IMAGING REPORTS 2015; 8. [PMID: 26500716 DOI: 10.1007/s12410-015-9344-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Diagnosis and management of coronary artery disease represent a major challenge to our health care systems affecting millions of patients each year. Until recently, the diagnosis of coronary artery disease could be conclusively determined only by invasive coronary angiography. To avoid risks from cardiac catheterization, many healthcare systems relied on stress testing as gatekeeper for coronary angiography. Advancements in cardiac computed tomography angiography technology now allows to noninvasively visualize coronary artery disease, challenging the role of stress testing as the default noninvasive imaging tool for evaluating patients with chest pain. In this review, we summarize current data on the clinical utility of cardiac computed tomography and stress testing in stable patients with suspected coronary artery disease.
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25
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Shehata M. Accelerated dobutamine stress testing: Feasibility and safety in patients with moderate aortic stenosis. Egypt Heart J 2015. [DOI: 10.1016/j.ehj.2014.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022] Open
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26
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Vasu S, Little WC, Morgan TM, Stacey RB, Ntim WO, Hamilton C, Thohan V, Chiles C, Hundley WG. Mechanism of decreased sensitivity of dobutamine associated left ventricular wall motion analyses for appreciating inducible ischemia in older adults. J Cardiovasc Magn Reson 2015; 17:26. [PMID: 25885436 PMCID: PMC4389511 DOI: 10.1186/s12968-015-0131-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 03/13/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Dobutamine associated left ventricular (LV) wall motion analyses exhibit reduced sensitivity for detecting inducible ischemia in individuals with increased LV wall thickness. This study was performed to better understand the mechanism of this reduced sensitivity in the elderly who often manifest increased LV wall thickness and risk factors for coronary artery disease. METHODS During dobutamine cardiovascular magnetic resonance (DCMR) stress testing, we assessed rate pressure product (RPP), aortic pulse wave velocity (PWV), LV myocardial oxygen demand (pressure volume area, PVA, mass, volumes, concentricity, and the presence of wall motion abnormalities (WMA) and first pass gadolinium enhanced perfusion defects (PDs) indicative of ischemia in 278 consecutively recruited individuals aged 69 ± 8 years with pre-existing or known risk factors for coronary artery disease. Each variable was assessed independently by personnel blinded to participant identifiers and analyses of other DCMR or hemodynamic variables. RESULTS Participants were 80% white, 90% hypertensive, 43% diabetic and 55% men. With dobutamine, 60% of the participants who exhibited PDs had no inducible WMA. Among these participants, myocardial oxygen demand was lower than that observed in those who had both wall motion and perfusion abnormalities suggestive of ischemia (p = 0.03). Relative to those with PDs and inducible WMAs, myocardial oxygen demand remained different in these individuals with PDs without an inducible WMA after accounting for LV afterload and contractility (p = 0.02 and 0.03 respectively), but not after accounting for either LV stress related end diastolic volume index (LV preload) or resting concentricity (p = 0.31-0.71). CONCLUSIONS During dobutamine stress testing, elderly patients experience increased LV concentricity and declines in LV preload and myocardial oxygen demand, all of which are associated with an absence of inducible LV WMAs indicative of myocardial ischemia. These findings provide insight as to why dobutamine associated wall motion analyses exhibit reduced sensitivity for identifying inducible ischemia in elderly. TRIAL REGISTRATION This study was registered with Clinicaltrials.gov (NCT00542503).
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Affiliation(s)
- Sujethra Vasu
- Department of Internal medicine, Section on Cardiology, Wake Forest School of Medicine, Winston Salem, North Carolina, 27157, USA.
| | - William C Little
- Department of Internal Medicine, University of Mississippi, Jackson, Mississippi, 39216, USA.
| | - Timothy M Morgan
- Department of Biostatistical sciences, Wake Forest School of Medicine, Winston Salem North Carolina, 27157, USA.
| | - Richard B Stacey
- Department of Internal medicine, Section on Cardiology, Wake Forest School of Medicine, Winston Salem, North Carolina, 27157, USA.
| | - William O Ntim
- Mid Carolina Cardiology, Charlotte North Carolina, 28204, USA.
| | - Craig Hamilton
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston Salem, North Carolina, 27157, USA.
| | - Vinay Thohan
- Aurora Cardiovascular Services, Milwaukee, Wisconsin, 53215, USA.
| | - Caroline Chiles
- Department of Radiology, Wake Forest School of Medicine, Winston Salem, North Carolina, 27157, USA.
| | - William Gregory Hundley
- Department of Internal medicine, Section on Cardiology, Wake Forest School of Medicine, Winston Salem, North Carolina, 27157, USA.
- Department of Radiology, Wake Forest School of Medicine, Winston Salem, North Carolina, 27157, USA.
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Utsunomiya H, Hidaka T, Masada K, Shimonaga T, Higaki T, Iwasaki T, Mitsuba N, Ishibashi K, Kurisu S, Kihara Y. Value of Resting Echocardiographic Findings and Dobutamine Stress Echocardiography for Diagnosing Myocardial Ischemia in Patients with Suspected Angina Pectoris. Echocardiography 2015; 32:993-1002. [DOI: 10.1111/echo.12800] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Hiroto Utsunomiya
- Cedars-Sinai Heart Institute; Los Angeles California
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Takayuki Hidaka
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Kenji Masada
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Takashi Shimonaga
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Tadanao Higaki
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Toshitaka Iwasaki
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Naoya Mitsuba
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Ken Ishibashi
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Satoshi Kurisu
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
| | - Yasuki Kihara
- Department of Cardiovascular Medicine; Hiroshima University Graduate School of Biomedical and Health Sciences; Hiroshima Japan
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28
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Takeuchi M. Current status of stress echocardiography: is it a required procedure for every sonographer? J Echocardiogr 2014; 12:129-37. [PMID: 27277166 DOI: 10.1007/s12574-014-0226-0] [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: 08/18/2014] [Accepted: 08/19/2014] [Indexed: 11/27/2022]
Abstract
BACKGROUND Stress echocardiography is a versatile modality in the clinical cardiology. In its earlier days, its sole indication was restricted to diagnosing coronary artery disease. However, in response to the rapid development of ultrasound technology and analysis software, the indications have now evolved with expansion to several fields of cardiovascular disease. METHODS I reviewed previous stress echocardiography publications, and discussed the current status of stress echocardiography in routine clinical setting. RESULTS Although its portability and online assessment make possible for immediate diagnosis even at the bedside, establishment of an appropriate procedure and an accurate assessment require some experience. Other imaging competitors, such as multidetector computed tomography and cardiac magnetic resonance are gradually replacing the role of stress echocardiography in some fields. However, stress echocardiography has a potential for other new fields, including valvular heart disease and congestive heart failure. CONCLUSION Although primary indication of stress echocardiography for coronary artery disease seems to be not relevant especially in Japan, novel indication of stress echocardiography in other field of cardiovascular disease is rapidly expanding in conjunction with the advent of new technology. Stress echocardiography is not a tool for limited researchers, but rather a fundamental routine method of choice for every sonographer.
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Affiliation(s)
- Masaaki Takeuchi
- Second Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, 1-1 Iseigaoka, Yahatanishi-ku, Kitakyushu, 807-8555, Japan.
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Shehata M. Atropine first is safer than conventional atropine administration in older people undergoing dobutamine stress echocardiography. Ther Adv Cardiovasc Dis 2014; 8:176-84. [PMID: 24906705 DOI: 10.1177/1753944714538112] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVE Early injection of atropine during dobutamine stress echocardiography (DSE) has been demonstrated in retrospective analyses to reduce the duration and dose of dobutamine infusion, while preserving a similar diagnostic accuracy with a lower incidence of adverse effects. This study explores the safety of using atropine as a start drug before dobutamine infusion (ADSE protocol) in comparison with the conventional protocol (DASE protocol) in older patients undergoing DSE for ischemia evaluation. METHODS One hundred consecutive older patients were prospectively enrolled. When eligible, they were randomly assigned to undergo either the DASE protocol (group A, 50 patients) or the ADSE protocol (group B, 50 patients) when atropine (1.0 mg) was first administered 3 min before dobutamine infusion followed by 0.5 mg increments (maximum 1.0 mg) thereafter. Patients were monitored for adverse drug effects. Test duration was calculated. RESULTS The mean age of the whole study cohort was 67.8±4.3 years and 58 (58%) were men. Patients in group A had longer test duration (21.8±1.3 versus 13.7±0.77 min, p<0.001) and higher mean dobutamine infusion rate (39±8.2 versus 28.2±9.5 μg/kg/min, p<0.001). The two groups received a similar total dose of atropine. Group A patients showed significantly higher incidence of extrasystoles, nonsustained ventricular tachycardia and severe hypotension (p<0.05). CONCLUSION In older patients undergoing DSE, using atropine as a start drug, that is, adopting the ADSE protocol, is associated with shorter test duration, lower mean dobutamine infusion rate and consequently fewer adverse effects.
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Affiliation(s)
- Mohamed Shehata
- Department of Cardiology, Faculty of Medicine, Ain Shams University Hospital, Abbasia Square, PO 11741, Cairo, Egypt
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30
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Bikiri E, Mereles D, Voss A, Greiner S, Hess A, Buss SJ, Hofmann NP, Giannitsis E, Katus HA, Korosoglou G. Dobutamine stress cardiac magnetic resonance versus echocardiography for the assessment of outcome in patients with suspected or known coronary artery disease. Are the two imaging modalities comparable? Int J Cardiol 2014; 171:153-60. [DOI: 10.1016/j.ijcard.2013.11.038] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2013] [Revised: 11/12/2013] [Accepted: 11/17/2013] [Indexed: 12/01/2022]
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31
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Liu C, Xiu CH, Xiao XG, Ni LX, Liu ZH, Wang BC, Shen JX, Zhu K, Zhang GW, Xu L, Liu HY. Effect of graft patency on the prediction of myocardial viability by dobutamine stress and myocardial contrast echocardiography before coronary artery bypass surgery. JOURNAL OF CLINICAL ULTRASOUND : JCU 2014; 42:9-15. [PMID: 23564447 DOI: 10.1002/jcu.22045] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2012] [Revised: 12/18/2012] [Accepted: 02/07/2013] [Indexed: 06/02/2023]
Abstract
BACKGROUND Myocardial functional recovery after revascularization is considered the "gold standard" for myocardial viability (MV) assessment. However, the patency of the revascularized coronary artery affects myocardial functional recovery in patients subjected to coronary artery bypass grafting (CABG). The influence of graft patency on viability results has not been widely studied. PURPOSE We evaluated the effect of graft patency on the prediction of MV after CABG by myocardial contrast echocardiography (MCE) and low-dose dobutamine stress echocardiography (LD-DSE). METHODS Fifty-three subjects with chronic ischemic heart disease scheduled for CABG were divided randomly into groups A (n = 26) and B (n = 27). They underwent MCE and LD-DSE preoperatively. Patients were followed up 12 months after CABG. Group B patients underwent multislice computed tomography angiography to assess CABG patency, and patients with obstructed grafts were excluded. Group A patients were not subjected to multislice CT angiography. The accuracy of MCE and LD-DSE for assessing MV between the two groups was compared. RESULTS The accuracy and positive predictive values of MCE and LD-DSE for predicting MV were higher in group B than in group A (p < 0.05). CONCLUSIONS Preoperative LD-DSE and MCE ability to predict MV depends on the patency of CABG.
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Affiliation(s)
- Chang Liu
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, 150001, The People's Republic of China
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Kohn MA, Carpenter CR, Newman TB. Understanding the direction of bias in studies of diagnostic test accuracy. Acad Emerg Med 2013; 20:1194-206. [PMID: 24238322 DOI: 10.1111/acem.12255] [Citation(s) in RCA: 154] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Revised: 06/09/2013] [Accepted: 06/16/2013] [Indexed: 11/28/2022]
Abstract
Ordering and interpreting diagnostic tests is a critical part of emergency medicine (EM). In evaluating a study of diagnostic test accuracy, emergency physicians (EPs) need to recognize whether the study uses case-control or cross-sectional sampling and account for common biases. The authors group biases in studies of test accuracy into five categories: incorporation bias, partial verification bias, differential verification bias, imperfect gold standard bias, and spectrum bias. Other named biases are either equivalent to these biases or subtypes within these broader categories. The authors go beyond identifying a bias and predict the direction of its effect on sensitivity and specificity, providing numerical examples from published test accuracy studies. Understanding the direction of a bias may permit useful inferences from even a flawed study of test accuracy.
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Affiliation(s)
- Michael A. Kohn
- Department of Epidemiology and Biostatistics; University of California at San Francisco; San Francisco CA
- The Emergency Department; Mills-Peninsula Medical Center; Burlingame CA
| | | | - Thomas B. Newman
- Department of Epidemiology and Biostatistics; University of California at San Francisco; San Francisco CA
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Dobutamine stress echocardiography in patients undergoing orthotopic liver transplantation: a pooled analysis of accuracy, perioperative and long term cardiovascular prognosis. Int J Cardiovasc Imaging 2013; 29:1741-8. [PMID: 23974907 DOI: 10.1007/s10554-013-0275-x] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2013] [Accepted: 08/06/2013] [Indexed: 02/06/2023]
Abstract
Pre-transplant evaluation for orthotopic liver transplantation (OLT) commonly includes a cardiac evaluation using dobutamine stress echocardiography (DSE). We performed a quantitative systematic review assessing DSE's use in detecting coronary artery disease (CAD) and predicting perioperative and long term cardiac events in patients undergoing OLT. Published studies in pubmed were accessed using keyword searches and bibliographic review. Included studies evaluated the use of DSE in patients undergoing OLT, including its accuracy for detection of CAD, and in predicting perioperative and long term cardiac prognosis for both hard (myocardial infarction, cardiac death, cardiac arrest, and asystole) and soft cardiac events (all other events that were cardiovascular in nature). We calculated DSE's sensitivity, specificity, negative predictive value (NPV), and positive predictive value (PPV) in the above areas. We identified 7 studies, including a total of 580 patients, which included 4 accuracy studies (n = 110 patients), 4 perioperative studies, and 3 long term studies. Accuracy for CAD included a sensitivity of 0.32, specificity of 0.78, PPV of 0.37, and NPV of 0.75. Accuracy for prediction of perioperative hard and soft cardiac events was a sensitivity of 0.20 and 0, specificity of 0.99 and 0.99, PPV of 0.33 and 0, and NPV of 0.98 and 0.89, respectively. For long term hard and soft cardiac events, sensitivity was 0.5 and 0, specificity 0.99 and 0.98, PPV 0.33 and 0, and NPV 0.99 and 0.96, respectively. DSE has a limited accuracy for the detection of CAD in candidates for OLT. However, among those patients selected for OLT, the negative predictive value of DSE for both perioperative and long term cardiac events is high.
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Whiting PF, Rutjes AWS, Westwood ME, Mallett S. A systematic review classifies sources of bias and variation in diagnostic test accuracy studies. J Clin Epidemiol 2013; 66:1093-104. [PMID: 23958378 DOI: 10.1016/j.jclinepi.2013.05.014] [Citation(s) in RCA: 186] [Impact Index Per Article: 16.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2012] [Revised: 05/08/2013] [Accepted: 05/15/2013] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To classify the sources of bias and variation and to provide an updated summary of the evidence of the effects of each source of bias and variation. STUDY DESIGN AND SETTING We conducted a systematic review of studies of any design with the main objective of addressing bias or variation in the results of diagnostic accuracy studies. We searched MEDLINE, EMBASE, BIOSIS, the Cochrane Methodology Register, and Database of Abstracts of Reviews of Effects (DARE) from 2001 to October 2011. Citation searches based on three key papers were conducted, and studies from our previous review (search to 2001) were eligible. One reviewer extracted data on the study design, objective, sources of bias and/or variation, and results. A second reviewer checked the extraction. RESULTS We summarized the number of studies providing evidence of an effect arising from each source of bias and variation on the estimates of sensitivity, specificity, and overall accuracy. CONCLUSIONS We found consistent evidence for the effects of case-control design, observer variability, availability of clinical information, reference standard, partial and differential verification bias, demographic features, and disease prevalence and severity. Effects were generally stronger for sensitivity than for specificity. Evidence for other sources of bias and variation was limited.
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Affiliation(s)
- Penny F Whiting
- Kleijnen Systematic Reviews Ltd, Unit 6, Escrick Business Park, Riccall Road, Escrick, York YO19 6FD, United Kingdom.
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Ferri N, Siegl P, Corsini A, Herrmann J, Lerman A, Benghozi R. Drug attrition during pre-clinical and clinical development: understanding and managing drug-induced cardiotoxicity. Pharmacol Ther 2013; 138:470-84. [PMID: 23507039 DOI: 10.1016/j.pharmthera.2013.03.005] [Citation(s) in RCA: 117] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Accepted: 02/19/2013] [Indexed: 02/08/2023]
Abstract
Cardiovascular toxicity remains a major cause of concern during preclinical and clinical development as well as contributing to post-approval withdrawal of medicines. This issue is particularly relevant for anticancer drugs where, the significant improvement in the life expectancies of patients has dramatically extended the use and duration of drug therapies. Nevertheless, cardiotoxicity is also observed with other classes of drugs, including antibiotics, antidepressants, and antipsychotics. This article summarizes the clinical manifestations of drug-induced cardiotoxicity by various cancer chemotherapies and novel drugs for the treatment of other diseases. Furthermore, it presents on overview of biomarker and imaging techniques for the detection of drug-induced cardiotoxicity. Guidelines for the management of patients exposed to drugs with cardiotoxic potential are presented as well as a checklist for collecting information when a safety signal is observed in clinical trials to more effectively assess the risk of cardiotoxicity and manage patient safety.
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Affiliation(s)
- Nicola Ferri
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università degli Studi di Milano, Milan, Italy.
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Murthy VL, Di Carli MF. Non-invasive quantification of coronary vascular dysfunction for diagnosis and management of coronary artery disease. J Nucl Cardiol 2012; 19:1060-72; quiz 1075. [PMID: 22714648 PMCID: PMC6526508 DOI: 10.1007/s12350-012-9590-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
- Venkatesh L. Murthy
- Noninvasive Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women’s Hospital, Boston, MA
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Marcelo F. Di Carli
- Noninvasive Cardiovascular Imaging Program, Departments of Medicine and Radiology, Brigham and Women’s Hospital, Boston, MA
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
- Division of Nuclear Medicine and Molecular Imaging, Department of Radiology, Brigham and Women’s Hospital, Boston, MA
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Chauvel C, Abergel E, Renault L, Chatellier G, Cohen I, Attane C, Simon M, Bogino E, Dehant P. Improving stress echocardiography accuracy for detecting left circumflex artery stenosis: a new echocardiographic sign? Arch Cardiovasc Dis 2012; 105:196-202. [PMID: 22633293 DOI: 10.1016/j.acvd.2012.02.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2012] [Accepted: 02/14/2012] [Indexed: 11/19/2022]
Abstract
BACKGROUND The accuracy and reproducibility of stress echocardiography (SE) for the detection of coronary artery lesions requires improvement, particularly in the left circumflex artery (LCx). AIMS To evaluate the feasibility and diagnostic value of a new sign: Rise of the Apical lateral wall and/or Horizontal displacement of the Apex toward the septum ("RA-HA") in apical echocardiographic views. METHODS Consecutive patients with normal left ventricular function at rest, positive SE and an indication for coronary angiography were included. SEs were analysed blindly by three independent cardiologists: two seniors (S1 and S2) and one junior (J). RESULTS Of 81 patients, 58 had an exercise SE and 23 had a dobutamine SE. Significant coronary stenosis was found in 59 of 77 patients who underwent coronary angiography (76.6%). Interobserver reproducibility for the presence of RA-HA was very good between S1 and S2 (κ = 0.86), and good between S1 and J (0.67) and S2 and J (0.70). The sensitivity, specificity and positive and negative predictive values of RA-HA for the detection of significant coronary artery stenosis were, respectively, 39-41%, 83-89%, 88-92% and 29-31% for S1/S2; and 29%, 83%, 85% and 26% for J. To predict LCx stenosis (single or multivessel): 67-70%, 89%, 80-81% and 80-82% for S1/S2, respectively, and 50%, 89%, 75% and 74% for J. CONCLUSION With a short learning curve, RA-HA is easily diagnosed with a very good interobserver reproducibility. It has high specificity and PPV for the detection of a coronary artery stenosis, particularly in the LCx artery, during exercise or dobutamine SE.
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Affiliation(s)
- Christophe Chauvel
- Laboratoire d'échographie cardiaque, clinique Saint-Augustin, 114, avenue d'Ares, 33000 Bordeaux, France
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Arbab-Zadeh A. Stress testing and non-invasive coronary angiography in patients with suspected coronary artery disease: time for a new paradigm. Heart Int 2012; 7:e2. [PMID: 22690295 PMCID: PMC3366298 DOI: 10.4081/hi.2012.e2] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2011] [Accepted: 12/21/2011] [Indexed: 01/07/2023] Open
Abstract
Diagnosis and management of coronary artery disease represents major challenges to our health care system, affecting millions of patients each year. Until recently, the diagnosis of coronary artery disease was possible only through cardiac catheterization and invasive coronary angiography. To avoid the risks of an invasive procedure, stress testing is often employed for an initial assessment of patients with suspected coronary artery disease, serving as a gatekeeper for cardiac catheterization. With the emergence of non-invasive coronary angiography, the question arises if such a strategy is still sensible, particularly, in view of only a modest agreement between stress testing results and the presence of coronary artery disease established by cardiac catheterization. Much data in support of the diagnostic accuracy and prognostic value of non-invasive coronary angiography by computed tomography have emerged within the last few years. These data challenge the role of stress testing as the initial imaging modality in patients with suspected coronary artery disease. This article reviews the clinical utility, limitations, as well as the hazards of stress testing compared with non-invasive coronary artery imaging by computed tomography. Finally, the implications of this review are discussed in relation to clinical practice.
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Sabaté A, Acosta Villegas F, Dalmau A, Koo M, Sansano Sánchez T, García Palenciano C. [Anesthesia in the patient with impaired liver function]. REVISTA ESPANOLA DE ANESTESIOLOGIA Y REANIMACION 2012; 58:574-81. [PMID: 22279877 DOI: 10.1016/s0034-9356(11)70142-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
We review information on impaired liver function, focusing on concepts relevant to anesthesia and postoperative recovery. The effects of impaired function are analyzed by systems of the body, with attention to the complications the patient with liver cirrhosis may develop according to type of surgery. Approaches to correcting coagulation disorders in the cirrhotic patient are particularly controversial because an increase in volume may be a factor in bleeding owing to increased portal venous pressure and imbalances in the factors that favor or inhibit coagulation. Perioperative morbidity and mortality correlate closely to Child-Pugh class and the score derived from the model for end-stage liver disease (MELD). Patients in Child class A are at moderate risk and surgery is therefore not contraindicated. Patients in Child class C or with a MELD score over 20, on the other hand, are at high risk and should not undergo elective surgical procedures. Abdominal surgery is generally considered to put patients with impaired liver function at high risk because it causes changes in hepatic blood flow and increases intraoperative bleeding because of high portal venous pressures.
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Affiliation(s)
- A Sabaté
- Servicio de Anestesiología y Reanimación, Hospital Universitari de Bellvitge, IDIBELL, Hospitalet de Llobregat, Barcelona.
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Affiliation(s)
- Jonathan R. Lindner
- From the Division of Cardiovascular Medicine and Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR
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Abstract
Real-time three-dimensional (3D) ultrasound imaging has been proposed as an alternative for two-dimensional stress echocardiography for assessing myocardial dysfunction and underlying coronary artery disease. Analysis of 3D stress echocardiography is no simple task and requires considerable expertise. In this paper, we propose methods for automated analysis, which may provide a more objective and accurate diagnosis. Expert knowledge is incorporated via statistical modelling of patient data. Methods for identifying anatomical views, detecting endocardial borders, and classification of wall motion are described and shown to provide favourable results. We also present software developed especially for analysis of 3D stress echocardiography in clinical practice. Interobserver agreement in wall motion scoring is better using the dedicated software (96%) than commercially available software not dedicated for this purpose (79%). The developed tools may provide useful quantitative and objective parameters to assist the clinical expert in the diagnosis of left ventricular function.
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Armstrong WF. Dobutamine Stress Echocardiography: Single Center Studies vs. Meta-Analysis vs. the Real World. J Am Soc Echocardiogr 2009; 22:1209-11. [DOI: 10.1016/j.echo.2009.09.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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