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Rabbani G, Ahmad E, Khan ME, Khan AU, Zamzami MA, Ahmad A, Ali SK, Bashiri AH, Zakri W. Synthesis of carbon nanotubes-chitosan nanocomposite and immunosensor fabrication for myoglobin detection: An acute myocardial infarction biomarker. Int J Biol Macromol 2024; 265:130616. [PMID: 38447842 DOI: 10.1016/j.ijbiomac.2024.130616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 03/02/2024] [Accepted: 03/02/2024] [Indexed: 03/08/2024]
Abstract
The use of single-walled carbon nanotubes (SWCNTs) in biomedical applications is limited due to their inability to disperse in aqueous solutions. In this study, dispersed -COOH functionalized CNTs with N-succinylated chitosan (CS), greatly increasing the water solubility of CNTs and forming a uniformly dispersed nanocomposite solution of CNTs@CS. Coupling reagent EDC/NHS was used as a linker with the -COOH groups present on the N-succinylated chitosan which significantly improved the affinity of the CNTs for biomolecules. Myoglobin (Mb) is a promising biomarker for the precise assessment of cardiovascular risk, type 2 diabetes, metabolic syndrome, hypertension and several types of cancer. A high level of Mb can be used to diagnose the mentioned pathogenic diseases. The CNTs@CS-FET demonstrates superior sensing performance for Mb antigen fortified in buffer, with a wide linear range of 1 to 4000 ng/mL. The detection limit of the developed Mb immunosensor was estimated to be 4.2 ng/mL. The novel CNTs@CS-FET immunosensor demonstrates remarkable capability in detecting Mb without being affected by interferences from nonspecific antigens. Mb spiked serum showed a recovery rate of 100.262 to 118.55 % indicating great promise for Mb detection in clinical samples. The experimental results confirmed that the CNTs@CS-FET immunosensor had excellent selectivity, reproducibility and storage stability.
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Affiliation(s)
- Gulam Rabbani
- IT-medical Fusion Center, 350-27 Gumidae-ro, Gumi-si, Gyeongbuk 39253, Republic of Korea.
| | - Ejaz Ahmad
- Department of Pathology, University of Michigan Medical School, Ann Arbor, MI 48109, United States of America
| | - Mohammad Ehtisham Khan
- Department of Chemical Engineering Technology, College of Applied Industrial Technology, Jazan University, Jazan 45142, Saudi Arabia.
| | - Anwar Ulla Khan
- Department of Electrical Engineering Technology, College of Applied Industrial Technology, Jazan University, Jazan 45142, Saudi Arabia
| | - Mazin A Zamzami
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21452, Saudi Arabia
| | - Abrar Ahmad
- Department of Biochemistry, Faculty of Science, King Abdulaziz University, Jeddah 21452, Saudi Arabia
| | - Syed Kashif Ali
- Department of Physical Sciences, Chemistry Division, College of Science, Jazan University, P.O. Box. 114, Jazan 45142, Kingdom of Saudi Arabia; Nanotechnology research unit, College of Science, Jazan University, P.O. Box. 114, Jazan 45142, Kingdom of Saudi Arabia
| | - Abdullateef H Bashiri
- Department of Mechanical Engineering, College of Engineering, Jazan University, P. O. Box 114, Jazan 45142, Saudi Arabia
| | - Waleed Zakri
- Department of Mechanical Engineering, College of Engineering, Jazan University, P. O. Box 114, Jazan 45142, Saudi Arabia
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Nguyen T, Nguyen P, Tran D, Pham H, Nguyen Q, Le T, Van H, Do B, Tran P, Le V, Nguyen T, Tran L, Pham H. Ensemble learning of myocardial displacements for myocardial infarction detection in echocardiography. Front Cardiovasc Med 2023; 10:1185172. [PMID: 37900571 PMCID: PMC10613081 DOI: 10.3389/fcvm.2023.1185172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 09/18/2023] [Indexed: 10/31/2023] Open
Abstract
Background Early detection and localization of myocardial infarction (MI) can reduce the severity of cardiac damage through timely treatment interventions. In recent years, deep learning techniques have shown promise for detecting MI in echocardiographic images. Existing attempts typically formulate this task as classification and rely on a single segmentation model to estimate myocardial segment displacements. However, there has been no examination of how segmentation accuracy affects MI classification performance or the potential benefits of using ensemble learning approaches. Our study investigates this relationship and introduces a robust method that combines features from multiple segmentation models to improve MI classification performance by leveraging ensemble learning. Materials and Methods Our method combines myocardial segment displacement features from multiple segmentation models, which are then input into a typical classifier to estimate the risk of MI. We validated the proposed approach on two datasets: the public HMC-QU dataset (109 echocardiograms) for training and validation, and an E-Hospital dataset (60 echocardiograms) from a local clinical site in Vietnam for independent testing. Model performance was evaluated based on accuracy, sensitivity, and specificity. Results The proposed approach demonstrated excellent performance in detecting MI. It achieved an F1 score of 0.942, corresponding to an accuracy of 91.4%, a sensitivity of 94.1%, and a specificity of 88.3%. The results showed that the proposed approach outperformed the state-of-the-art feature-based method, which had a precision of 85.2%, a specificity of 70.1%, a sensitivity of 85.9%, an accuracy of 85.5%, and an accuracy of 80.2% on the HMC-QU dataset. On the external validation set, the proposed model still performed well, with an F1 score of 0.8, an accuracy of 76.7%, a sensitivity of 77.8%, and a specificity of 75.0%. Conclusions Our study demonstrated the ability to accurately predict MI in echocardiograms by combining information from several segmentation models. Further research is necessary to determine its potential use in clinical settings as a tool to assist cardiologists and technicians with objective assessments and reduce dependence on operator subjectivity. Our research codes are available on GitHub at https://github.com/vinuni-vishc/mi-detection-echo.
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Affiliation(s)
- Tuan Nguyen
- VinUni-Illinois Smart Health Center, VinUniversity, Hanoi, Vietnam
- College of Engineering and Computer Science, VinUniversity, Hanoi, Vietnam
| | - Phi Nguyen
- Institute for Artificial Intelligence, VNU University of Engineering and Technology, Hanoi, Vietnam
| | - Dai Tran
- Cardiovascular Center, E Hospital, Hanoi, Vietnam
| | - Hung Pham
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Quang Nguyen
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Thanh Le
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Hanh Van
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Bach Do
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Phuong Tran
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Vinh Le
- Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam
| | - Thuy Nguyen
- Faculty of Information Technology, VNU University of Engineering and Technology, Hanoi, Vietnam
| | - Long Tran
- Institute for Artificial Intelligence, VNU University of Engineering and Technology, Hanoi, Vietnam
| | - Hieu Pham
- VinUni-Illinois Smart Health Center, VinUniversity, Hanoi, Vietnam
- College of Engineering and Computer Science, VinUniversity, Hanoi, Vietnam
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Topriceanu CC, Pierce I, Moon JC, Captur G. T 2 and T 2⁎ mapping and weighted imaging in cardiac MRI. Magn Reson Imaging 2022; 93:15-32. [PMID: 35914654 DOI: 10.1016/j.mri.2022.07.012] [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: 03/07/2022] [Revised: 07/20/2022] [Accepted: 07/20/2022] [Indexed: 11/29/2022]
Abstract
Cardiac imaging is progressing from simple imaging of heart structure and function to techniques visualizing and measuring underlying tissue biological changes that can potentially define disease and therapeutic options. These techniques exploit underlying tissue magnetic relaxation times: T1, T2 and T2*. Initial weighting methods showed myocardial heterogeneity, detecting regional disease. Current methods are now fully quantitative generating intuitive color maps that do not only expose regionality, but also diffuse changes - meaning that between-scan comparisons can be made to define disease (compared to normal) and to monitor interval change (compared to old scans). T1 is now familiar and used clinically in multiple scenarios, yet some technical challenges remain. T2 is elevated with increased tissue water - oedema. Should there also be blood troponin elevation, this oedema likely reflects inflammation, a key biological process. T2* falls in the presence of magnetic/paramagnetic materials - practically, this means it measures tissue iron, either after myocardial hemorrhage or in myocardial iron overload. This review discusses how T2 and T2⁎ imaging work (underlying physics, innovations, dependencies, performance), current and emerging use cases, quality assurance processes for global delivery and future research directions.
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Affiliation(s)
- Constantin-Cristian Topriceanu
- Cardiac MRI Unit, Barts Heart Centre, West Smithfield, London, UK; UCL Institute of Cardiovascular Science, University College London, London, UK; UCL MRC Unit for Lifelong Health and Ageing, University College London, London, UK
| | - Iain Pierce
- Cardiac MRI Unit, Barts Heart Centre, West Smithfield, London, UK; UCL Institute of Cardiovascular Science, University College London, London, UK
| | - James C Moon
- Cardiac MRI Unit, Barts Heart Centre, West Smithfield, London, UK; UCL Institute of Cardiovascular Science, University College London, London, UK
| | - Gabriella Captur
- Cardiac MRI Unit, Barts Heart Centre, West Smithfield, London, UK; UCL Institute of Cardiovascular Science, University College London, London, UK; UCL MRC Unit for Lifelong Health and Ageing, University College London, London, UK; The Royal Free Hospital, Centre for Inherited Heart Muscle Conditions, Cardiology Department, Pond Street, Hampstead, London, UK.
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Assessment of the relationship between regional wall motion abnormality score revealed by parametric imaging and the extent of LGE with CMR. Clin Imaging 2022; 89:68-77. [DOI: 10.1016/j.clinimag.2022.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/29/2022] [Accepted: 05/18/2022] [Indexed: 11/19/2022]
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Zhao F, Du Y, Zheng Z, Cui M, Liu Z. Native electrospray ionization mass spectrometry combined with molecular docking for the characterization of ginsenoside-myoglobin interactions. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2021; 35:e9203. [PMID: 34549468 DOI: 10.1002/rcm.9203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 09/16/2021] [Accepted: 09/20/2021] [Indexed: 06/13/2023]
Abstract
RATIONALE The interactions between proteins and ligands are involved in many biological processes and early stages of drug development. Native electrospray ionization mass spectrometry (native ESI-MS) has played an important role in the characterization of protein-ligand interactions. Herein, native ESI-MS combined with molecular docking was used for the characterization of ginsenoside-myoglobin (Mb) interactions. METHODS The binding of ginsenosides (Rb3 , Rc, Rd, Re) to Mb was determined by native ESI-MS. Titration experiments were performed for the calculation of the dissociation constants (Kd ) of the complexes. Molecular docking was used to simulate the binding of ginsenosides with Mb by AutoDock. RESULTS The ginsenoside-Mb complex with stoichiometric ratio 1:1 was observed by native ESI-MS. The Kd values determined by the direct calculation method were matched with those obtained by the curve fitting method. However, the relative standard deviations (RSDs) obtained by direct calculation were larger than those obtained by curve fitting. From the molecular docking, it was inferred that hydrophobic interactions, hydrogen bonding and Van der Waals forces participate in the binding of ginsenosides to proteins. CONCLUSIONS The ginsenoside-Mb interactions can be characterized by ESI-MS combined with molecular docking. This approach can be helpful to investigate the interactions between natural drugs and proteins in various diseases.
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Affiliation(s)
- Fengjiao Zhao
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, China
- University of Science and Technology of China, Hefei, Anhui, China
| | - Yang Du
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, China
- University of Science and Technology of China, Hefei, Anhui, China
| | - Zhong Zheng
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, China
| | - Meng Cui
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, China
- University of Science and Technology of China, Hefei, Anhui, China
| | - Zhiqiang Liu
- Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun, Jilin, China
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Braukyliene R, Hedayat K, Zajanckauskiene L, Jurenas M, Unikas R, Aldujeli A, Petrokas O, Zabiela V, Steponaviciute R, Vitkauskiene A, Hedayat B, Simonyte S, Lesauskaite V, Lapraz JC, Zaliaduonyte D. Prognostic Value of Cortisol Index of Endobiogeny in Acute Myocardial Infarction Patients. ACTA ACUST UNITED AC 2021; 57:medicina57060602. [PMID: 34208003 PMCID: PMC8230642 DOI: 10.3390/medicina57060602] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 06/03/2021] [Accepted: 06/08/2021] [Indexed: 01/10/2023]
Abstract
Background and Objectives: Serum cortisol has been extensively studied for its role during acute myocardial infarction (AMI). Reports have been inconsistent, with high and low serum cortisol associated with various clinical outcomes. Several publications claim to have developed methods to evaluate cortisol activity by using elements of complete blood count with its differential. This study aims to compare the prognostic value of the cortisol index of Endobiogeny with serum cortisol in AMI patients, and to identify if the risk of mortality in AMI patients can be more precisely assessed by using both troponin I and cortisol index than troponin I alone. Materials and methods: This prospective study included 123 consecutive patients diagnosed with AMI. Diagnostic coronary angiography and revascularization was performed for all patients. Cortisol index was measured on admission, on discharge, and after 6 months. Two year follow-up for all patients was obtained. Results: Our study shows cortisol index peaks at 7–12 h after the onset of AMI, while serum cortisol peaked within 3 h from the onset of AMI. The cortisol index is elevated at admission, then significantly decreases at discharge; furthermore, the decline to its bottom most at 6 months is observed with mean values being constantly elevated. The cortisol index on admission correlated with 24-month mortality. We established combined cut-off values of cortisol index on admission > 100 and troponin I > 1.56 μg/las a prognosticator of poor outcomes for the 24-month period. Conclusions: The cortisol index derived from the global living systems theory of Endobiogeny is more predictive of mortality than serum cortisol. Moreover, a combined assessment of cortisol index and Troponin I during AMI offers more accurate risk stratification of mortality risk than troponin alone.
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Affiliation(s)
- Rima Braukyliene
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
- Correspondence:
| | - Kamyar Hedayat
- Systems Biology Research Group, Chicago, IL 60603, USA; (K.H.); (B.H.); (J.C.L.)
| | - Laura Zajanckauskiene
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Martynas Jurenas
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Ramunas Unikas
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Ali Aldujeli
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Osvaldas Petrokas
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Vytautas Zabiela
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Rasa Steponaviciute
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Astra Vitkauskiene
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Brigita Hedayat
- Systems Biology Research Group, Chicago, IL 60603, USA; (K.H.); (B.H.); (J.C.L.)
| | - Sandrita Simonyte
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Vaiva Lesauskaite
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
| | - Jean Claude Lapraz
- Systems Biology Research Group, Chicago, IL 60603, USA; (K.H.); (B.H.); (J.C.L.)
| | - Diana Zaliaduonyte
- Cardiology Department, Lithuanian University of Health Sciences, LT 50161 Kaunas, Lithuania; (L.Z.); (M.J.); (R.U.); (A.A.); (O.P.); (V.Z.); (R.S.); (A.V.); (S.S.); (V.L.); (D.Z.)
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Transient deep and giant negative T waves in dogs with myocardial injury. J Vet Cardiol 2021; 36:131-140. [PMID: 34243114 DOI: 10.1016/j.jvc.2021.05.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 05/23/2021] [Accepted: 05/28/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION Although transient deep and giant negative T waves (NTWs) may develop during myocardial injury (MI) in humans, no data exist on this repolarization abnormality in canine MI. Therefore, this study aimed to describe the occurrence of transient deep/giant NTWs in dogs with MI. ANIMALS, MATERIALS AND METHODS Medical records were retrospectively searched to identify dogs with MI and transient deep/giant NTWs. Signalment, history, and selected diagnostic test results were reviewed. Data analysis was descriptive. RESULTS Six cases were diagnosed with MI associated with deep (n = 1) and giant (n = 5) transient NTWs. Myocardial injury was classified as acute in all cases and was due to snake envenomation (n = 3), sepsis (n = 2), and systemic inflammatory response syndrome (n = 1). At the time of deep/giant NTWs identification, all dogs had elevated cardiac troponin I and ≥1 echocardiographic abnormality of the left ventricular structure and/or function. Moreover, all dogs with giant NTWs had prolonged QT intervals. After the MI resolution, T-wave polarity and QT-interval duration became normalized in all dogs. Moreover, left ventricular morphological and functional parameters were completely normalized in four dogs. In contrast, ventricular echogenicity remained heterogeneous in two dogs, despite otherwise normalized ventricular parameters. Five dogs were still alive at the conclusion of the study. CONCLUSIONS Transient deep/giant NTWs may develop in dogs with acute MI and T-wave polarity changes seem to occur synchronously with the evolution of myocardial damage. Moreover, transient deep/giant NTWs seem associated with a favorable prognosis in canine MI.
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Definition and diagnosis of intraoperative myocardial ischemia. Int Anesthesiol Clin 2020; 59:45-52. [PMID: 33122545 DOI: 10.1097/aia.0000000000000302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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9
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Hausvater A, Smilowitz NR, Li B, Redel-Traub G, Quien M, Qian Y, Zhong J, Nicholson JM, Camastra G, Bière L, Panovský R, Sá M, Gerbaud E, Selvanayagam JB, Al-Mallah MH, Emrich T, Reynolds HR. Myocarditis in Relation to Angiographic Findings in Patients With Provisional Diagnoses of MINOCA. JACC Cardiovasc Imaging 2020; 13:1906-1913. [DOI: 10.1016/j.jcmg.2020.02.037] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 02/14/2020] [Indexed: 12/26/2022]
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Mabuza LH, Mntla PS. Generalist practitioners' self-rating and competence in electrocardiogram interpretation in South Africa. Afr J Prim Health Care Fam Med 2020; 12:e1-e7. [PMID: 32896150 PMCID: PMC7479388 DOI: 10.4102/phcfm.v12i1.2421] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Revised: 06/01/2020] [Accepted: 06/03/2020] [Indexed: 01/08/2023] Open
Abstract
Background Electrocardiogram (ECG) is the only practical, non-invasive method of recording and analysing cardiac abnormalities. It enables a primary healthcare (PHC) clinician to detect cardiac and non-cardiac abnormalities, some potentially life-threatening. Their early detection could save a patient’s life. Aim The aim of this study was to evaluate the competence of generalist practitioners in ECG interpretation. Setting This study was conducted at the Annual Refresher Course, Council for Scientific and Industrial Research (CSIR), Pretoria. Methods A cross-sectional study was conducted amongst 93 generalist practitioners, using a self-administered questionnaire containing 20 ECG tracings, commonly encountered in PHC. The tracings were categorised into primary ECG parameters, ECG emergencies and common ECG abnormalities. Competence was determined by the generalist practitioner’s number of correctly interpreted ECG tracings. Data associations were computed using the Fisher’s exact test. Statistical significance was set at p ≤ 0.05. Results Correct heart rate calculation was achieved by 14/83 (16.9%), ECG rhythm by 7/83 (8.4%), acute antero-septal myocardial infarction (MI) by 29/83 (34.9%), atrial fibrillation by 19/83 (22.9%) and cute inferior MI by 22/83 (26.5%) generalist practitioners. No correlation was found between the practitioners’ number of years in practice and competence in ECG interpretation (p > 0.05). The total number of correct answers achieved by all practitioners was 274/1860 (14.7%). Conclusion The generalist practitioners had poor competency on ECG interpretation regardless of the number of years in practice. Their poor self-rating corresponded with the number of correct answers they provided. There is a need for continuous education in ECG interpretation.
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Affiliation(s)
- Langalibalele H Mabuza
- Department of Family Medicine and Primary Health Care, Faculty of Health Sciences, Sefako Makgatho Health Sciences University, Pretoria.
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11
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Li W. Biomechanics of infarcted left Ventricle-A review of experiments. J Mech Behav Biomed Mater 2020; 103:103591. [PMID: 32090920 DOI: 10.1016/j.jmbbm.2019.103591] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 12/06/2019] [Accepted: 12/09/2019] [Indexed: 01/14/2023]
Abstract
Myocardial infarction (MI) is one of leading diseases to contribute to annual death rate of 5% in the world. In the past decades, significant work has been devoted to this subject. Biomechanics of infarcted left ventricle (LV) is associated with MI diagnosis, understanding of remodelling, MI micro-structure and biomechanical property characterizations as well as MI therapy design and optimization, but the subject has not been reviewed presently. In the article, biomechanics of infarcted LV was reviewed in terms of experiments achieved in the subject so far. The concerned content includes experimental remodelling, kinematics and kinetics of infarcted LVs. A few important issues were discussed and several essential topics that need to be investigated further were summarized. Microstructure of MI tissue should be observed even carefully and compared between different methods for producing MI scar in the same animal model, and eventually correlated to passive biomechanical property by establishing innovative constitutive laws. More uniaxial or biaxial tensile tests are desirable on MI, border and remote tissues, and viscoelastic property identification should be performed in various time scales. Active contraction experiments on LV wall with MI should be conducted to clarify impaired LV pumping function and supply necessary data to the function modelling. Pressure-volume curves of LV with MI during diastole and systole for the human are also desirable to propose and validate constitutive laws for LV walls with MI.
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Affiliation(s)
- Wenguang Li
- School of Engineering, University of Glasgow, Glasgow, G12 8QQ, UK.
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12
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Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, White HD. Fourth Universal Definition of Myocardial Infarction (2018). Circulation 2019; 138:e618-e651. [PMID: 30571511 DOI: 10.1161/cir.0000000000000617] [Citation(s) in RCA: 1678] [Impact Index Per Article: 335.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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13
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Nensa F, Bamberg F, Rischpler C, Menezes L, Poeppel TD, la Fougère C, Beitzke D, Rasul S, Loewe C, Nikolaou K, Bucerius J, Kjaer A, Gutberlet M, Prakken NH, Vliegenthart R, Slart RHJA, Nekolla SG, Lassen ML, Pichler BJ, Schlosser T, Jacquier A, Quick HH, Schäfers M, Hacker M. Hybrid cardiac imaging using PET/MRI: a joint position statement by the European Society of Cardiovascular Radiology (ESCR) and the European Association of Nuclear Medicine (EANM). Eur Radiol 2018; 28:4086-4101. [PMID: 29717368 PMCID: PMC6132726 DOI: 10.1007/s00330-017-5008-4] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 07/01/2017] [Accepted: 07/27/2017] [Indexed: 12/19/2022]
Abstract
Positron emission tomography (PET) and magnetic resonance imaging (MRI) have both been used for decades in cardiovascular imaging. Since 2010, hybrid PET/MRI using sequential and integrated scanner platforms has been available, with hybrid cardiac PET/MR imaging protocols increasingly incorporated into clinical workflows. Given the range of complementary information provided by each method, the use of hybrid PET/MRI may be justified and beneficial in particular clinical settings for the evaluation of different disease entities. In the present joint position statement, we critically review the role and value of integrated PET/MRI in cardiovascular imaging, provide a technical overview of cardiac PET/MRI and practical advice related to the cardiac PET/MRI workflow, identify cardiovascular applications that can potentially benefit from hybrid PET/MRI, and describe the needs for future development and research. In order to encourage its wide dissemination, this article is freely accessible on the European Radiology and European Journal of Hybrid Imaging web sites. KEY POINTS • Studies and case-reports indicate that PET/MRI is a feasible and robust technology. • Promising fields of application include a variety of cardiac conditions. • Larger studies are required to demonstrate its incremental and cost-effective value. • The translation of novel radiopharmaceuticals and MR-sequences will provide exciting new opportunities.
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Affiliation(s)
- Felix Nensa
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Fabian Bamberg
- Department of Diagnostic and Interventional Radiology, University of Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany.
| | - Christoph Rischpler
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Leon Menezes
- UCL Institute of Nuclear Medicine, and NIHR, University College London Hospitals Biomedical Research Centre, 5th Floor Tower, University College London Hospital, 235 Euston Road, London, NW1 2BU, UK
| | - Thorsten D Poeppel
- Klinik für Nuklearmedizin, Universitätsklinikum Essen, Hufelandstraße 55, 45122, Essen, Germany
| | - Christian la Fougère
- Nuklearmedizin und Klinische Molekulare Bildgebung, Otfried-Müller-Straße 14, 72076, Tübingen, Germany
| | - Dietrich Beitzke
- Department of Bioimaging and Image-Guided Therapy, Medical University Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Sazan Rasul
- Department of Radiology and Nuclear Medicine, Medical University Vienna, Währinger Gürtel 18-20, Floor 5L, 1090, Vienna, Austria
| | - Christian Loewe
- Department of Bioimaging and Image-Guided Therapy, Medical University Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Konstantin Nikolaou
- Department of Diagnostic and Interventional Radiology, University of Tuebingen, Hoppe-Seyler-Straße 3, 72076, Tübingen, Germany
| | - Jan Bucerius
- Maastricht Oncology Centre, Medical University Maastricht, P. Debyelaan 25, 6229 HX, Maastrich, Netherlands
| | - Andreas Kjaer
- Section of Endocrinology Research, University of Copenhagen, Panum Instituttet, Blegdamsvej 3, 2200, 12.3, Copenhagen N, Denmark
| | - Matthias Gutberlet
- Diagnostic and Interventional Radiology, University of Leipzig-Heart Center, Strümpellstrasse 39, 04289, Leipzig, Germany
| | - Niek H Prakken
- University Medical Center Groningen, Department of Radiology, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, Netherlands
| | - Rozemarijn Vliegenthart
- University Medical Center Groningen, Department of Radiology, University of Groningen, Hanzeplein 1, 9713 GZ, Groningen, Netherlands
| | - Riemer H J A Slart
- Department of Nuclear Medicine and Molecular, University Medical Center Groningen, Hanzeplein 1, P.O. Box 30.001, 9700 RB, Groningen, Netherlands
| | - Stephan G Nekolla
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technical University of Munich, Ismaninger Straße 22, 81675, Munich, Germany
| | - Martin L Lassen
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, AKH-4L Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - Bernd J Pichler
- Abteilung für Präklinische Bildgebung und Radiopharmazie, University of Tübingen, Röntgenweg 13, 72026, Tübingen, Germany
| | - Thomas Schlosser
- Department of Diagnostic and Interventional Radiology and Neuroradiology, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Alexis Jacquier
- Department of Cardiovascular and Thoracic Radiology, Assistance Publique Hopitaux de Marseille; University of Aix-Marseille, 264 rue Saint Pierre, 13385, Marseille, France
| | - Harald H Quick
- High-Field and Hybrid MR Imaging, University Hospital Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Michael Schäfers
- Department of Nuclear Medicine and European Institute for Molecular Imaging (EIMI), University of Münster, Albert-Schweitzer-Campus 1, building A1, 48149, Münster, Germany
| | - Marcus Hacker
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-guided Therapy, Medical University Vienna, Währinger Gürtel 18-20, Floor 5L, 1090, Vienna, Austria
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Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, White HD. Fourth Universal Definition of Myocardial Infarction (2018). J Am Coll Cardiol 2018; 72:2231-2264. [PMID: 30153967 DOI: 10.1016/j.jacc.2018.08.1038] [Citation(s) in RCA: 2038] [Impact Index Per Article: 339.7] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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15
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Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, White HD, Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, White HD, Mickley H, Crea F, Van de Werf F, Bucciarelli-Ducci C, Katus HA, Pinto FJ, Antman EM, Hamm CW, De Caterina R, Januzzi JL, Apple FS, Alonso Garcia MA, Underwood SR, Canty JM, Lyon AR, Devereaux PJ, Zamorano JL, Lindahl B, Weintraub WS, Newby LK, Virmani R, Vranckx P, Cutlip D, Gibbons RJ, Smith SC, Atar D, Luepker RV, Robertson RM, Bonow RO, Steg PG, O’Gara PT, Fox KAA, Hasdai D, Aboyans V, Achenbach S, Agewall S, Alexander T, Avezum A, Barbato E, Bassand JP, Bates E, Bittl JA, Breithardt G, Bueno H, Bugiardini R, Cohen MG, Dangas G, de Lemos JA, Delgado V, Filippatos G, Fry E, Granger CB, Halvorsen S, Hlatky MA, Ibanez B, James S, Kastrati A, Leclercq C, Mahaffey KW, Mehta L, Müller C, Patrono C, Piepoli MF, Piñeiro D, Roffi M, Rubboli A, Sharma S, Simpson IA, Tendera M, Valgimigli M, van der Wal AC, Windecker S, Chettibi M, Hayrapetyan H, Roithinger FX, Aliyev F, Sujayeva V, Claeys MJ, Smajić E, Kala P, Iversen KK, El Hefny E, Marandi T, Porela P, Antov S, Gilard M, Blankenberg S, Davlouros P, Gudnason T, Alcalai R, Colivicchi F, Elezi S, Baitova G, Zakke I, Gustiene O, Beissel J, Dingli P, Grosu A, Damman P, Juliebø V, Legutko J, Morais J, Tatu-Chitoiu G, Yakovlev A, Zavatta M, Nedeljkovic M, Radsel P, Sionis A, Jemberg T, Müller C, Abid L, Abaci A, Parkhomenko A, Corbett S. Fourth universal definition of myocardial infarction (2018). Eur Heart J 2018; 40:237-269. [DOI: 10.1093/eurheartj/ehy462] [Citation(s) in RCA: 1047] [Impact Index Per Article: 174.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
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16
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Thygesen K, Alpert JS, Jaffe AS, Chaitman BR, Bax JJ, Morrow DA, White HD. Fourth Universal Definition of Myocardial Infarction (2018). Glob Heart 2018; 13:305-338. [PMID: 30154043 DOI: 10.1016/j.gheart.2018.08.004] [Citation(s) in RCA: 173] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
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17
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Left ventricular MRI wall motion assessment by monogenic signal amplitude image computation. Magn Reson Imaging 2018; 54:109-118. [PMID: 30118827 DOI: 10.1016/j.mri.2018.08.004] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Revised: 07/24/2018] [Accepted: 08/14/2018] [Indexed: 11/22/2022]
Abstract
BACKGROUND Cardiac Magnetic Resonance Imaging (MRI) is the commonly used technique for the assessment of left ventricular (LV) function. Apart manually or semi-automatically contouring LV boundaries for quantification of By visual interpretation of cine images, assessment of regional wall motion is performed by visual interpretation of cine images, thus relying on an experience-dependent and subjective modality. OBJECTIVE The aim of this work is to describe a novel algorithm based on the computation of the monogenic amplitude image to be utilized in conjunction with conventional cine-MRI visualization to assess LV motion abnormalities and to validate it against gold standard expert visual interpretation. METHODS The proposed method uses a recent image processing tool called "monogenic signal" to decompose the MR images into features, which are relevant for motion estimation. Wall motion abnormalities are quantified locally by measuring the temporal variations of the monogenic signal amplitude. The new method was validated by two non-expert radiologists using a wall motion scoring without and with the computed image, and compared against the expert interpretation. The proposed approach was tested on a population of 40 patients, including 8 subjects with normal ventricular function and 32 pathological cases (20 with myocardial infarction, 9 with myocarditis, and 3 with dilated cardiomyopathy). RESULTS The results show that, for both radiologists, sensitivity, specificity and accuracy of cine-MRI alone were similar and around 59%, 77%, and 71%, respectively. Adding the proposed amplitude image while visualizing the cine MRI images significantly increased both sensitivity, specificity and accuracy up to 75%, 89%, and 84%, respectively. CONCLUSION Accuracy of wall motion interpretation adding amplitude image to conventional visualization was proven feasible and superior to standard image interpretation on the considered population, in inexperienced observers. Adding the amplitude images as a diagnostic tool in clinical routine is likely to improve the detection of myocardial segments presenting a cardiac dysfunction.
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18
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Nensa F, Bamberg F, Rischpler C, Menezes L, Poeppel TD, Fougère CL, Beitzke D, Rasul S, Loewe C, Nikolaou K, Bucerius J, Kjaer A, Gutberlet M, Prakken NH, Vliegenthart R, Slart RHJA, Nekolla SG, Lassen ML, Pichler BJ, Schlosser T, Jacquier A, Quick HH, Schäfers M, Hacker M. Hybrid cardiac imaging using PET/MRI: a joint position statement by the European Society of Cardiovascular Radiology (ESCR) and the European Association of Nuclear Medicine (EANM). Eur J Hybrid Imaging 2018. [DOI: 10.1186/s41824-018-0032-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
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19
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Stillman AE, Oudkerk M, Bluemke DA, de Boer MJ, Bremerich J, Garcia EV, Gutberlet M, van der Harst P, Hundley WG, Jerosch-Herold M, Kuijpers D, Kwong RY, Nagel E, Lerakis S, Oshinski J, Paul JF, Slart RHJA, Thourani V, Vliegenthart R, Wintersperger BJ. Imaging the myocardial ischemic cascade. Int J Cardiovasc Imaging 2018; 34:1249-1263. [PMID: 29556943 DOI: 10.1007/s10554-018-1330-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 03/05/2018] [Indexed: 01/25/2023]
Abstract
Non-invasive imaging plays a growing role in the diagnosis and management of ischemic heart disease from its earliest manifestations of endothelial dysfunction to myocardial infarction along the myocardial ischemic cascade. Experts representing the North American Society for Cardiovascular Imaging and the European Society of Cardiac Radiology have worked together to organize the role of non-invasive imaging along the framework of the ischemic cascade. The current status of non-invasive imaging for ischemic heart disease is reviewed along with the role of imaging for guiding surgical planning. The issue of cost effectiveness is also considered. Preclinical disease is primarily assessed through the coronary artery calcium score and used for risk assessment. Once the patient becomes symptomatic, other imaging tests including echocardiography, CCTA, SPECT, PET and CMR may be useful. CCTA appears to be a cost-effective gatekeeper. Post infarction CMR and PET are the preferred modalities. Imaging is increasingly used for surgical planning of patients who may require coronary artery bypass.
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Affiliation(s)
- Arthur E Stillman
- Department of Radiology and Imaging Sciences, Emory University, 1365 Clifton Rd NE, Atlanta, GA, 30322, USA.
| | - Matthijs Oudkerk
- Center of Medical Imaging, University Medical Center Groningen, Groningen, The Netherlands
| | - David A Bluemke
- Department of Radiology and Imaging Sciences, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
| | - Menko Jan de Boer
- Department of Cardiology, Radboud University Medical Center Nijmegen, Nijmegen, The Netherlands
| | - Jens Bremerich
- Department of Radiology, University of Basel Hospital, Basel, Switzerland
| | - Ernest V Garcia
- Department of Radiology and Imaging Sciences, Emory University, 1365 Clifton Rd NE, Atlanta, GA, 30322, USA
| | - Matthias Gutberlet
- Diagnostic and Interventional Radiology, University Hospital Leipzig, Leipzig, Germany
| | - Pim van der Harst
- Department of Genetics, University Medical Center Groningen, Groningen, The Netherlands
| | - W Gregory Hundley
- Departments of Internal Medicine & Radiology, Wake Forest University, Winston-Salem, NC, USA
| | | | - Dirkjan Kuijpers
- Department of Radiology, Haaglanden Medical Center, The Hague, The Netherlands
| | - Raymond Y Kwong
- Department of Cardiology, Brigham and Women's Hospital, Boston, MA, USA
| | - Eike Nagel
- Institute for Experimental and Translational Cardiovascular Imaging, DZHK Centre for Cardiovascular Imaging, University Hospital, Frankfurt/Main, Germany
| | | | - John Oshinski
- Department of Radiology and Imaging Sciences, Emory University, 1365 Clifton Rd NE, Atlanta, GA, 30322, USA
| | | | - Riemer H J A Slart
- Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Vinod Thourani
- Department of Cardiac Surgery, MedStar Heart and Vascular Institute, Georgetown University, Washington, DC, USA
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20
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Shorie M, Kumar V, Kaur H, Singh K, Tomer VK, Sabherwal P. Plasmonic DNA hotspots made from tungsten disulfide nanosheets and gold nanoparticles for ultrasensitive aptamer-based SERS detection of myoglobin. Mikrochim Acta 2018; 185:158. [PMID: 29594650 DOI: 10.1007/s00604-018-2705-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Accepted: 01/23/2018] [Indexed: 11/26/2022]
Abstract
A nanohybrid mediated SERS substrate was prepared by in-situ synthesis and assembly of gold nanoparticles (AuNPs) on exfoliated nanosheets of tungsten disulfide (WS2) to form plasmonic hotspots. The nanohybrid surface was functionalized with specific aptamers which imparted high selectivity for the cardiac marker myoglobin (Mb). The fabricated aptasensor was read by SERS using a 532 nm laser and demonstrated significant signal enhancement, and this allowed Mb to be determined in the 10 f. mL-1 to 0.1 μg mL-1 concentration range. The study presents an approach to synergistically exploit the unique chemical and electromagnetic properties of both WS2 and AuNPs for many-fold enhancement of SERS signals. Graphical abstract Schematic presentation of a nanohybrid-mediated SERS substrate prepared by in-situ assembly of gold nanoparticles (AuNPs) reduced on exfoliated nanosheets of tungsten disulfide (WS2) to form plasmonic hot spots. Specific aptamers immobilized on the SERS surface impart high sensitivity and selectivity for the cardiac marker myoglobin (Mb).
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Affiliation(s)
- Munish Shorie
- Institute of Nano Science and Technology, Mohali, -160062, India
| | - Vinod Kumar
- Institute of Nano Science and Technology, Mohali, -160062, India
| | - Harmanjit Kaur
- Institute of Nano Science and Technology, Mohali, -160062, India
| | - Kulvinder Singh
- Institute of Nano Science and Technology, Mohali, -160062, India
| | - Vijay K Tomer
- Institute of Nano Science and Technology, Mohali, -160062, India
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21
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Higuchi A, Ku NJ, Tseng YC, Pan CH, Li HF, Kumar SS, Ling QD, Chang Y, Alarfaj AA, Munusamy MA, Benelli G, Murugan K. Stem cell therapies for myocardial infarction in clinical trials: bioengineering and biomaterial aspects. J Transl Med 2017; 97:1167-1179. [PMID: 28869589 DOI: 10.1038/labinvest.2017.100] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Revised: 08/01/2017] [Accepted: 08/04/2017] [Indexed: 12/17/2022] Open
Abstract
Cardiovascular disease remains the leading cause of death and disability in advanced countries. Stem cell transplantation has emerged as a promising therapeutic strategy for acute and chronic ischemic cardiomyopathy. The current status of stem cell therapies for patients with myocardial infarction is discussed from a bioengineering and biomaterial perspective in this review. We describe (a) the current status of clinical trials of human pluripotent stem cells (hPSCs) compared with clinical trials of human adult or fetal stem cells, (b) the gap between fundamental research and application of human stem cells, (c) the use of biomaterials in clinical and pre-clinical studies of stem cells, and finally (d) trends in bioengineering to promote stem cell therapies for patients with myocardial infarction. We explain why the number of clinical trials using hPSCs is so limited compared with clinical trials using human adult and fetal stem cells such as bone marrow-derived stem cells.
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Affiliation(s)
- Akon Higuchi
- Department of Chemical and Materials Engineering, National Central University, Jhongli, Taoyuan, Taiwan.,Nano Medical Engineering Laboratory, RIKEN, Wako, Saitama, Japan.,Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia.,Department of Chemical Engineering, R&D Center for Membrane Technology, Chung Yuan Christian University, Chungli, Taoyuan, Taiwan
| | - Nien-Ju Ku
- Department of Chemical and Materials Engineering, National Central University, Jhongli, Taoyuan, Taiwan
| | - Yeh-Chia Tseng
- Department of Chemical and Materials Engineering, National Central University, Jhongli, Taoyuan, Taiwan
| | - Chih-Hsien Pan
- Department of Chemical and Materials Engineering, National Central University, Jhongli, Taoyuan, Taiwan
| | - Hsing-Fen Li
- Department of Chemical and Materials Engineering, National Central University, Jhongli, Taoyuan, Taiwan
| | - S Suresh Kumar
- Department of Medical Microbiology and Parasitology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Qing-Dong Ling
- Cathay Medical Research Institute, Cathay General Hospital, Hsi-Chi City, Taipei, Taiwan.,Graduate Institute of Systems Biology and Bioinformatics, National Central University, Jhongli, Taoyuan, Taiwan
| | - Yung Chang
- Department of Chemical Engineering, R&D Center for Membrane Technology, Chung Yuan Christian University, Chungli, Taoyuan, Taiwan
| | - Abdullah A Alarfaj
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Murugan A Munusamy
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Giovanni Benelli
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto, Pisa, Italy.,The BioRobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Pisa, Italy
| | - Kadarkarai Murugan
- Division of Entomology, Department of Zoology, School of Life Sciences, Bharathiar University, Coimbatore, Tamil Nadu, India.,Department of Zoology, Thiruvalluvar University, Vellore, Tamil Nadu, India
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22
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Zhang JB, Guo CL. Protective effect and mechanism of estrogen receptor β on myocardial infarction in mice. Exp Ther Med 2017; 14:1315-1320. [PMID: 28810592 PMCID: PMC5526156 DOI: 10.3892/etm.2017.4628] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Accepted: 03/10/2017] [Indexed: 01/08/2023] Open
Abstract
The protective effect and the mechanism of estrogen receptor β (ERβ) on myocardial infarction (MI) in mice were explored. A total of 12 female Tg-ERβ transgenic mice and 12 non-transgenic littermate control (NLC) wild-type C57 mice were used for the present study. Both transgenic and wild-type mice had similar baseline data such as age, sex, and weight. The mouse model of MI was established by coronary artery ligation method, and the cardiac structure and function changes of the mouse were observed by ultrasonic echocardiography on days 1, 3 and 7 after the operation. RT-PCR method was used to detect the expression of collagen I, α-SMA, TGF-β mRNA in the mouse heart, and Masson staining was used to detect cardiac fibrosis. At 3 days after operation, echocardiographic posterior wall thickness at end diastole (PWTD) and end systolic PWTS of Tg-ERβ mice were significantly reduced, and left ventricular systolic diameter and left ventricular diastolic diameter significantly increased (P<0.05) compared with NLC mice. The levels of expression of Tg-ERβ cardiac tissue collagen I, α-SMA, TGF-β mRNA were significantly lower than those in the NLC mice (P<0.05). In conclusion, Tg-ERβ exerts a protective effect on MI.
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Affiliation(s)
- Jun-Biao Zhang
- Department of Cardiovascular Internal Medicine, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan 453100, P.R. China
| | - Chang-Lei Guo
- Department of Cardiovascular Internal Medicine, The First Affiliated Hospital of Xinxiang Medical University, Weihui, Henan 453100, P.R. China
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23
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Souto ALM, Souto RM, Teixeira ICR, Nacif MS. Myocardial Viability on Cardiac Magnetic Resonance. Arq Bras Cardiol 2017; 108:458-469. [PMID: 28591322 PMCID: PMC5444893 DOI: 10.5935/abc.20170056] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 10/10/2016] [Indexed: 11/20/2022] Open
Abstract
The study of myocardial viability is of great importance in the orientation and management of patients requiring myocardial revascularization or angioplasty. The technique of delayed enhancement (DE) is accurate and has transformed the study of viability into an easy test, not only for the detection of fibrosis but also as a binary test detecting what is viable or not. On DE, fibrosis equal to or greater than 50% of the segmental area is considered as non-viable, whereas that below 50% is considered viable. During the same evaluation, cardiac magnetic resonance (CMR) may also use other techniques for functional and perfusion studies to obtain a global evaluation of ischemic heart disease. This study aims to highlight the current concepts and broadly emphasize the use of CMR as a method that over the last 20 years has become a reference in the detection of infarction and assessment of myocardial viability. Resumo O estudo de viabilidade miocárdica é de grande importância para a orientação e manejo de pacientes que necessitam de cirurgia de revascularização miocárdica ou angioplastia. A técnica de realce tardio (RT) é precisa e transformou o estudo de viabilidade em um teste fácil, não só para a detecção de fibrose, mas também como um modelo binário para a detecção do que é ou não é viável. Uma fibrose identificada pelo RT é considerada como não viável quando igual ou maior do que 50% da área segmentar e como viável quando menor que 50%. A ressonância magnética cardíaca (RMC) também pode lançar mão de outras técnicas para estudo funcional e de perfusão para uma avaliação global da doença isquêmica do coração no mesmo exame. Este estudo tem como objetivo destacar os conceitos atuais e enfatizar amplamente o uso da RMC como um método que nos últimos 20 anos se tornou referência na detecção de infarto e avaliação de viabilidade miocárdica.
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Affiliation(s)
| | | | | | - Marcelo Souto Nacif
- Universidade Federal Fluminense, Niterói, RJ - Brazil.,Centro de Imagem Complexo Hospitalar de Niterói, Niterói, RJ - Brazil.,Unidade de Radiologia Clínica - Hospital Vivalle - Rede D´Or - São Luiz, São José dos Campo, SP - Brazil
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24
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Zhang G, Liu Z, Wang L, Guo Y. Electrochemical Aptasensor for Myoglobin-Specific Recognition Based on Porphyrin Functionalized Graphene-Conjugated Gold Nanocomposites. SENSORS 2016; 16:s16111803. [PMID: 27801833 PMCID: PMC5134462 DOI: 10.3390/s16111803] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 10/13/2016] [Accepted: 10/22/2016] [Indexed: 12/17/2022]
Abstract
In this work, a novel electrochemical aptasensor was developed for sensitive and selective detection of myoglobin based on meso-tetra (4-carboxyphenyl) porphyrin-functionalized graphene-conjugated gold nanoparticles (TCPP–Gr/AuNPs). Due to its good electric conductivity, large specific surface area, and excellent mechanical properties, TCPP–Gr/AuNPs can act as an enhanced material for the electrochemical detection of myoglobin. Meanwhile, it provides an effective matrix for immobilizing myoglobin-binding aptamer (MbBA). The electrochemical aptasensor has a sensitive response to myoglobin in a linear range from 2.0 × 10−11 M to 7.7 × 10−7 M with a detection limit of 6.7 × 10−12 M (S/N = 3). Furthermore, the method has the merits of high sensitivity, low price, and high specificity. Our work will supply new horizons for the diagnostic applications of graphene-based materials in biomedicine and biosensors.
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Affiliation(s)
- Guojuan Zhang
- Institute of Environmental Science, Shanxi University, Taiyuan 030006, China.
- College of Chemistry and Chemical Engineering, Shanxi University, Taiyuan 030006, China.
| | - Zhiguang Liu
- Institute of Environmental Science, Shanxi University, Taiyuan 030006, China.
| | - Li Wang
- Institute of Environmental Science, Shanxi University, Taiyuan 030006, China.
| | - Yujing Guo
- Institute of Environmental Science, Shanxi University, Taiyuan 030006, China.
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25
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Kumar V, Brent JR, Shorie M, Kaur H, Chadha G, Thomas AG, Lewis EA, Rooney AP, Nguyen L, Zhong XL, Burke MG, Haigh SJ, Walton A, McNaughter PD, Tedstone AA, Savjani N, Muryn CA, O'Brien P, Ganguli AK, Lewis DJ, Sabherwal P. Nanostructured Aptamer-Functionalized Black Phosphorus Sensing Platform for Label-Free Detection of Myoglobin, a Cardiovascular Disease Biomarker. ACS APPLIED MATERIALS & INTERFACES 2016; 8:22860-8. [PMID: 27508925 DOI: 10.1021/acsami.6b06488] [Citation(s) in RCA: 131] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
We report the electrochemical detection of the redox active cardiac biomarker myoglobin (Mb) using aptamer-functionalized black phosphorus nanostructured electrodes by measuring direct electron transfer. The as-synthesized few-layer black phosphorus nanosheets have been functionalized with poly-l-lysine (PLL) to facilitate binding with generated anti-Mb DNA aptamers on nanostructured electrodes. This aptasensor platform has a record-low detection limit (∼0.524 pg mL(-1)) and sensitivity (36 μA pg(-1) mL cm(-2)) toward Mb with a dynamic response range from 1 pg mL(-1) to 16 μg mL(-1) for Mb in serum samples. This strategy opens up avenues to bedside technologies for multiplexed diagnosis of cardiovascular diseases in complex human samples.
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Affiliation(s)
- Vinod Kumar
- Institute of Nano Science & Technology , Habitat Centre, Sector-64, Mohali 160062, Punjab, India
| | - Jack R Brent
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Munish Shorie
- Institute of Nano Science & Technology , Habitat Centre, Sector-64, Mohali 160062, Punjab, India
| | - Harmanjit Kaur
- Institute of Nano Science & Technology , Habitat Centre, Sector-64, Mohali 160062, Punjab, India
| | - Gaganpreet Chadha
- Institute of Nano Science & Technology , Habitat Centre, Sector-64, Mohali 160062, Punjab, India
| | - Andrew G Thomas
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Edward A Lewis
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Aidan P Rooney
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Lan Nguyen
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Xiang Li Zhong
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - M Grace Burke
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Sarah J Haigh
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Alex Walton
- School of Chemistry, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Paul D McNaughter
- School of Chemistry, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Aleksander A Tedstone
- School of Chemistry, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Nicky Savjani
- School of Chemistry, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Christopher A Muryn
- School of Chemistry, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Paul O'Brien
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
- School of Chemistry, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Ashok K Ganguli
- Institute of Nano Science & Technology , Habitat Centre, Sector-64, Mohali 160062, Punjab, India
- Department of Chemistry, Indian Institute of Technology Delhi , Hauz Khas, New Delhi 110016, India
| | - David J Lewis
- School of Materials, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
- School of Chemistry, University of Manchester , Oxford Road, Manchester M13 9PL, United Kingdom
| | - Priyanka Sabherwal
- Institute of Nano Science & Technology , Habitat Centre, Sector-64, Mohali 160062, Punjab, India
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Sharma A, Han CH, Jang J. Rapid electrical immunoassay of the cardiac biomarker troponin I through dielectrophoretic concentration using imbedded electrodes. Biosens Bioelectron 2016; 82:78-84. [DOI: 10.1016/j.bios.2016.03.056] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2015] [Revised: 03/08/2016] [Accepted: 03/22/2016] [Indexed: 12/31/2022]
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Ukwatta E, Arevalo H, Li K, Yuan J, Qiu W, Malamas P, Wu KC, Trayanova NA, Vadakkumpadan F. Myocardial Infarct Segmentation From Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology. IEEE TRANSACTIONS ON MEDICAL IMAGING 2016; 35:1408-1419. [PMID: 26731693 PMCID: PMC4891256 DOI: 10.1109/tmi.2015.2512711] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Accurate representation of myocardial infarct geometry is crucial to patient-specific computational modeling of the heart in ischemic cardiomyopathy. We have developed a methodology for segmentation of left ventricular (LV) infarct from clinically acquired, two-dimensional (2D), late-gadolinium enhanced cardiac magnetic resonance (LGE-CMR) images, for personalized modeling of ventricular electrophysiology. The infarct segmentation was expressed as a continuous min-cut optimization problem, which was solved using its dual formulation, the continuous max-flow (CMF). The optimization objective comprised of a smoothness term, and a data term that quantified the similarity between image intensity histograms of segmented regions and those of a set of training images. A manual segmentation of the LV myocardium was used to initialize and constrain the developed method. The three-dimensional geometry of infarct was reconstructed from its segmentation using an implicit, shape-based interpolation method. The proposed methodology was extensively evaluated using metrics based on geometry, and outcomes of individualized electrophysiological simulations of cardiac dys(function). Several existing LV infarct segmentation approaches were implemented, and compared with the proposed method. Our results demonstrated that the CMF method was more accurate than the existing approaches in reproducing expert manual LV infarct segmentations, and in electrophysiological simulations. The infarct segmentation method we have developed and comprehensively evaluated in this study constitutes an important step in advancing clinical applications of personalized simulations of cardiac electrophysiology.
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Affiliation(s)
- Eranga Ukwatta
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA
- Correspondent author:
| | - Hermenegild Arevalo
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Kristina Li
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Jing Yuan
- Robarts Research Institute, Western University, London, ON, Canada
| | - Wu Qiu
- Robarts Research Institute, Western University, London, ON, Canada
| | - Peter Malamas
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Katherine C. Wu
- Division of Cardiology, Department of Medicine, Johns Hopkins Medical Institutions, Baltimore, MD, USA
| | - Natalia A. Trayanova
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Fijoy Vadakkumpadan
- Department of Biomedical Engineering, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA
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Andreini D, Martuscelli E, Guaricci AI, Carrabba N, Magnoni M, Tedeschi C, Pelliccia A, Pontone G. Clinical recommendations on Cardiac-CT in 2015. J Cardiovasc Med (Hagerstown) 2016; 17:73-84. [DOI: 10.2459/jcm.0000000000000318] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Kim HW, Van Assche L, Jennings RB, Wince WB, Jensen CJ, Rehwald WG, Wendell DC, Bhatti L, Spatz DM, Parker MA, Jenista ER, Klem I, Crowley ALC, Chen EL, Judd RM, Kim RJ. Relationship of T2-Weighted MRI Myocardial Hyperintensity and the Ischemic Area-At-Risk. Circ Res 2015; 117:254-65. [PMID: 25972514 PMCID: PMC4503326 DOI: 10.1161/circresaha.117.305771] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 05/13/2015] [Indexed: 12/15/2022]
Abstract
RATIONALE After acute myocardial infarction (MI), delineating the area-at-risk (AAR) is crucial for measuring how much, if any, ischemic myocardium has been salvaged. T2-weighted MRI is promoted as an excellent method to delineate the AAR. However, the evidence supporting the validity of this method to measure the AAR is indirect, and it has never been validated with direct anatomic measurements. OBJECTIVE To determine whether T2-weighted MRI delineates the AAR. METHODS AND RESULTS Twenty-one canines and 24 patients with acute MI were studied. We compared bright-blood and black-blood T2-weighted MRI with images of the AAR and MI by histopathology in canines and with MI by in vivo delayed-enhancement MRI in canines and patients. Abnormal regions on MRI and pathology were compared by (a) quantitative measurement of the transmural-extent of the abnormality and (b) picture matching of contours. We found no relationship between the transmural-extent of T2-hyperintense regions and that of the AAR (bright-blood-T2: r=0.06, P=0.69; black-blood-T2: r=0.01, P=0.97). Instead, there was a strong correlation with that of infarction (bright-blood-T2: r=0.94, P<0.0001; black-blood-T2: r=0.95, P<0.0001). Additionally, contour analysis demonstrated a fingerprint match of T2-hyperintense regions with the intricate contour of infarcted regions by delayed-enhancement MRI. Similarly, in patients there was a close correspondence between contours of T2-hyperintense and infarcted regions, and the transmural-extent of these regions were highly correlated (bright-blood-T2: r=0.82, P<0.0001; black-blood-T2: r=0.83, P<0.0001). CONCLUSION T2-weighted MRI does not depict the AAR. Accordingly, T2-weighted MRI should not be used to measure myocardial salvage, either to inform patient management decisions or to evaluate novel therapies for acute MI.
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Affiliation(s)
- Han W Kim
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Lowie Van Assche
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Robert B Jennings
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - W Benjamin Wince
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Christoph J Jensen
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Wolfgang G Rehwald
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - David C Wendell
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Lubna Bhatti
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Deneen M Spatz
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Michele A Parker
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Elizabeth R Jenista
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Igor Klem
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Anna Lisa C Crowley
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Enn-Ling Chen
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Robert M Judd
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.)
| | - Raymond J Kim
- From the Duke Cardiovascular Magnetic Resonance Center (DCMRC), Department of Medicine, Division of Cardiology (H.W.K., L.V.A., W.B.W., C.J.J., W.G.R., D.C.W., L.B., D.M.S., M.A.P., E.R.J., I.K., A.L.C.C., E.-L.C.), Department of Pathology (R.B.J.), and Department of Radiology (R.M.J., R.J.K.), Duke University Medical Center, Durham, NC; and Siemens Healthcare, Chicago, IL (W.R.).
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Smulders MW, Bekkers SCAM, Kim HW, Van Assche LMR, Parker MA, Kim RJ. Performance of CMR Methods for Differentiating Acute From Chronic MI. JACC Cardiovasc Imaging 2015; 8:669-79. [PMID: 25981506 DOI: 10.1016/j.jcmg.2014.12.030] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2014] [Revised: 11/16/2014] [Accepted: 12/17/2014] [Indexed: 01/06/2023]
Abstract
OBJECTIVES The purpose of this study was to assess the performance of cardiac magnetic resonance (CMR) methods for discriminating acute from chronic myocardial infarction (MI). BACKGROUND Although T2-weighted CMR is thought to be accurate in differentiating acute from chronic MI, few studies have reported on diagnostic accuracy, and these generally compared extremes in infarct age (e.g., <1 week old vs. more than 6 months old) and did not evaluate other CMR methods that could be informative. METHODS A total of 221 CMR studies were performed at various time points after ST-segment elevation myocardial infarction in 117 consecutive patients without a history of MI or revascularization enrolled prospectively at 2 centers. Imaging markers of acute MI (<1 month) were T2 hyperintensity on double inversion recovery turbo spin echo (DIR-TSE) images, microvascular obstruction (MO) on delayed-enhancement CMR, and focally increased end-diastolic wall thickness (EDWT) on cine-CMR. RESULTS The prevalence of T2-DIR-TSE hyperintensity decreased with infarct age but remained substantial up to 6 months post-MI. In contrast, the prevalence of both MO and increased EDWT dropped sharply after 1 month. T2-DIR-TSE sensitivity, specificity, and accuracy for identifying acute MI were 88%, 66%, and 77% compared with 73%, 97%, and 85%, respectively, for the combination of MO or increased EDWT. On multivariable analysis, persistence of T2-hyperintensity in intermediate-age infarcts (1 to 6 months old) was predicted by larger infarct size, diabetes, and better T2-DIR-TSE image quality score. For infarct size ≥ 10% of the left ventricle, a simple algorithm incorporating all CMR components allowed classification of infarct age into 3 categories (<1 month old, 1 to 6 months old, and ≥ 6 months old) with 80% (95% confidence interval: 73% to 87%) accuracy. CONCLUSIONS T2-DIR-TSE hyperintensity is specific for infarcts <6 months old, whereas MO and increased EDWT are specific for infarcts <1 month old. Incorporating multiple CMR markers of acute MI and their varied longevity leads to a more precise assessment of infarct age.
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Affiliation(s)
- Martijn W Smulders
- Department of Cardiology, Maastricht University Medical Center, Maastricht, the Netherlands
| | | | - Han W Kim
- Duke Cardiovascular Magnetic Resonance Center, Duke University Medical Center, Durham, North Carolina; Division of Cardiology, Duke University Medical Center, Durham, North Carolina
| | - Lowie M R Van Assche
- Duke Cardiovascular Magnetic Resonance Center, Duke University Medical Center, Durham, North Carolina
| | - Michele A Parker
- Duke Cardiovascular Magnetic Resonance Center, Duke University Medical Center, Durham, North Carolina
| | - Raymond J Kim
- Duke Cardiovascular Magnetic Resonance Center, Duke University Medical Center, Durham, North Carolina; Division of Cardiology, Duke University Medical Center, Durham, North Carolina; Department of Radiology, Duke University Medical Center, Durham, North Carolina.
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Kumar V, Shorie M, Ganguli AK, Sabherwal P. Graphene-CNT nanohybrid aptasensor for label free detection of cardiac biomarker myoglobin. Biosens Bioelectron 2015; 72:56-60. [PMID: 25957831 DOI: 10.1016/j.bios.2015.04.089] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2015] [Revised: 04/20/2015] [Accepted: 04/27/2015] [Indexed: 10/23/2022]
Abstract
We report a label free electrochemical detection of cardiac bio-marker myoglobin (Mb) on aptamer functionalized rGO/CNT nanostructured electrodes by measuring its direct electron transfer (DET). Configured as a highly responsive aptasensor, the newly developed biosensing platform exhibits synergistic effect of the nano-hybrid functional construct by combining good electrical properties and the facile chemical functionality of nanohybrid for the compatible bio-interface development. The specific anti-Mb aptamer was generated by five iterative SELEX (Systematic evolution of ligands by exponential enrichment) rounds, showing high senstivity (KD ~65 pM). The aptamer functionalized rGO/CNT nanostructured electrodes demonstrated a significant increase in signal response with a detection limit of ~0.34 ng/mL in the dynamic response range between 1 ng/mL and 4 µg/mL for Mb. The newly developed DET assay format presents a promising candidate in point-of-care diagnosis for routine screening of Mb in patient's samples.
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Affiliation(s)
- Vinod Kumar
- Institute of Nano Science & Technology, Mohali 160062, India
| | - Munish Shorie
- Institute of Nano Science & Technology, Mohali 160062, India
| | - Ashok K Ganguli
- Institute of Nano Science & Technology, Mohali 160062, India.
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Wichmann JL, Hu X, Kerl JM, Schulz B, Bodelle B, Frellesen C, Lehnert T, Vogl TJ, Bauer RW. Non-linear blending of dual-energy CT data improves depiction of late iodine enhancement in chronic myocardial infarction. Int J Cardiovasc Imaging 2014; 30:1145-50. [DOI: 10.1007/s10554-014-0440-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2013] [Accepted: 04/29/2014] [Indexed: 12/23/2022]
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Contrast-Enhanced T1-Mapping MRI for the Assessment of Myocardial Fibrosis. CURRENT CARDIOVASCULAR IMAGING REPORTS 2014. [DOI: 10.1007/s12410-014-9260-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Tuteja SK, Priyanka, Bhalla V, Deep A, Paul A, Suri CR. Graphene-gated biochip for the detection of cardiac marker Troponin I. Anal Chim Acta 2014; 809:148-54. [DOI: 10.1016/j.aca.2013.11.047] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2013] [Revised: 11/20/2013] [Accepted: 11/22/2013] [Indexed: 11/30/2022]
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Thygesen K, Alpert JS, Jaffe AS, Simoons ML, Chaitman BR, White HD, Thygesen K, Alpert JS, White HD, Jaffe AS, Katus HA, Apple FS, Lindahl B, Morrow DA, Chaitman BR, Clemmensen PM, Johanson P, Hod H, Underwood R, Bax JJ, Bonow RO, Pinto F, Gibbons RJ, Fox KA, Atar D, Newby LK, Galvani M, Hamm CW, Uretsky BF, Steg PG, Wijns W, Bassand JP, Menasché P, Ravkilde J, Ohman EM, Antman EM, Wallentin LC, Armstrong PW, Simoons ML, Januzzi JL, Nieminen MS, Gheorghiade M, Filippatos G, Luepker RV, Fortmann SP, Rosamond WD, Levy D, Wood D, Smith SC, Hu D, López-Sendón JL, Robertson RM, Weaver D, Tendera M, Bove AA, Parkhomenko AN, Vasilieva EJ, Mendis S, Bax JJ, Baumgartner H, Ceconi C, Dean V, Deaton C, Fagard R, Funck-Brentano C, Hasdai D, Hoes A, Kirchhof P, Knuuti J, Kolh P, McDonagh T, Moulin C, Popescu BA, Reiner Ž, Sechtem U, Sirnes PA, Tendera M, Torbicki A, Vahanian A, Windecker S, Morais J, Aguiar C, Almahmeed W, Arnar DO, Barili F, Bloch KD, Bolger AF, Bøtker HE, Bozkurt B, Bugiardini R, Cannon C, de Lemos J, Eberli FR, Escobar E, Hlatky M, James S, Kern KB, Moliterno DJ, Mueller C, Neskovic AN, Pieske BM, Schulman SP, Storey RF, Taubert KA, Vranckx P, Wagner DR. Documento de consenso de expertos. Tercera definición universal del infarto de miocardio. Rev Esp Cardiol 2013. [DOI: 10.1016/j.recesp.2012.11.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Thygesen K, Alpert JS, Jaffe AS, Simoons ML, Chaitman BR, White HD. Third Universal Definition of Myocardial Infarction. Glob Heart 2012; 7:275-95. [DOI: 10.1016/j.gheart.2012.08.001] [Citation(s) in RCA: 257] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
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Thygesen K, Alpert JS, Jaffe AS, Simoons ML, Chaitman BR, White HD, Thygesen K, Alpert JS, White HD, Jaffe AS, Katus HA, Apple FS, Lindahl B, Morrow DA, Chaitman BR, Clemmensen PM, Johanson P, Hod H, Underwood R, Bax JJ, Bonow JJ, Pinto F, Gibbons RJ, Fox KA, Atar D, Newby LK, Galvani M, Hamm CW, Uretsky BF, Steg PG, Wijns W, Bassand JP, Menasche P, Ravkilde J, Ohman EM, Antman EM, Wallentin LC, Armstrong PW, Simoons ML, Januzzi JL, Nieminen MS, Gheorghiade M, Filippatos G, Luepker RV, Fortmann SP, Rosamond WD, Levy D, Wood D, Smith SC, Hu D, Lopez-Sendon JL, Robertson RM, Weaver D, Tendera M, Bove AA, Parkhomenko AN, Vasilieva EJ, Mendis S, Bax JJ, Baumgartner H, Ceconi C, Dean V, Deaton C, Fagard R, Funck-Brentano C, Hasdai D, Hoes A, Kirchhof P, Knuuti J, Kolh P, McDonagh T, Moulin C, Popescu BA, Reiner Z, Sechtem U, Sirnes PA, Tendera M, Torbicki A, Vahanian A, Windecker S, Morais J, Aguiar C, Almahmeed W, Arnar DO, Barili F, Bloch KD, Bolger AF, Botker HE, Bozkurt B, Bugiardini R, Cannon C, de Lemos J, Eberli FR, Escobar E, Hlatky M, James S, Kern KB, Moliterno DJ, Mueller C, Neskovic AN, Pieske BM, Schulman SP, Storey RF, Taubert KA, Vranckx P, Wagner DR. Third universal definition of myocardial infarction. J Am Coll Cardiol 2012; 60:1581-98. [PMID: 22958960 DOI: 10.1016/j.jacc.2012.08.001] [Citation(s) in RCA: 2230] [Impact Index Per Article: 185.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Kristian Thygesen
- Department of Cardiology, Aarhus University Hospital, Tage-Hansens Gade 2, DK-8000 Aarhus C, Denmark.
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Thygesen K, Alpert JS, Jaffe AS, Simoons ML, Chaitman BR, White HD. Third universal definition of myocardial infarction. Nat Rev Cardiol 2012. [PMID: 22922597 DOI: 10.1038/nrcardio2012.122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Kristian Thygesen
- Department of Cardiology, Aarhus University Hospital, Tage-Hansens Gade 2, DK-8000 Aarhus C, Denmark.
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Thygesen K, Alpert JS, Jaffe AS, Simoons ML, Chaitman BR, White HD, Katus HA, Lindahl B, Morrow DA, Clemmensen PM, Johanson P, Hod H, Underwood R, Bax JJ, Bonow RO, Pinto F, Gibbons RJ, Fox KA, Atar D, Newby LK, Galvani M, Hamm CW, Uretsky BF, Steg PG, Wijns W, Bassand JP, Menasché P, Ravkilde J, Ohman EM, Antman EM, Wallentin LC, Armstrong PW, Simoons ML, Januzzi JL, Nieminen MS, Gheorghiade M, Filippatos G, Luepker RV, Fortmann SP, Rosamond WD, Levy D, Wood D, Smith SC, Hu D, Lopez-Sendon JL, Robertson RM, Weaver D, Tendera M, Bove AA, Parkhomenko AN, Vasilieva EJ, Mendis S. Third universal definition of myocardial infarction. Circulation 2012; 126:2020-35. [PMID: 22923432 DOI: 10.1161/cir.0b013e31826e1058] [Citation(s) in RCA: 2354] [Impact Index Per Article: 196.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Kristian Thygesen
- Department of Cardiology, Aarhus University Hospital, Tage-Hansens Gade 2, DK-8000 Aarhus C, Denmark.
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Thygesen K, Alpert JS, Jaffe AS, Simoons ML, Chaitman BR, White HD, Thygesen K, Alpert JS, White HD, Jaffe AS, Katus HA, Apple FS, Lindahl B, Morrow DA, Chaitman BA, Clemmensen PM, Johanson P, Hod H, Underwood R, Bax JJ, Bonow RO, Pinto F, Gibbons RJ, Fox KA, Atar D, Newby LK, Galvani M, Hamm CW, Uretsky BF, Steg PG, Wijns W, Bassand JP, Menasché P, Ravkilde J, Ohman EM, Antman EM, Wallentin LC, Armstrong PW, Simoons ML, Januzzi JL, Nieminen MS, Gheorghiade M, Filippatos G, Luepker RV, Fortmann SP, Rosamond WD, Levy D, Wood D, Smith SC, Hu D, Lopez-Sendon JL, Robertson RM, Weaver D, Tendera M, Bove AA, Parkhomenko AN, Vasilieva EJ, Mendis S. Third universal definition of myocardial infarction. Eur Heart J 2012; 33:2551-67. [PMID: 22922414 DOI: 10.1093/eurheartj/ehs184] [Citation(s) in RCA: 2099] [Impact Index Per Article: 174.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
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Nacif MS, Arai AE, Lima JAC, Bluemke DA. Gadolinium-enhanced cardiovascular magnetic resonance: administered dose in relationship to United States Food and Drug Administration (FDA) guidelines. J Cardiovasc Magn Reson 2012; 14:18. [PMID: 22376193 PMCID: PMC3305456 DOI: 10.1186/1532-429x-14-18] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2011] [Accepted: 02/29/2012] [Indexed: 01/15/2023] Open
Abstract
PURPOSE Myocardial late gadolinium enhancement was originally validated using higher than label-recommended doses of gadolinium chelate. The objective of this study was to evaluate available evidence for various gadolinium dosing regimens used for CMR. The relationship of gadolinium dose warnings (due to nephrogenic systemic fibrosis) announced in 2008 to gadolinium dosing regimens was also examined. METHODS We conducted a meta-analysis of peer reviewed publications from January, 2004 to December, 2010. Major subject search headings (MeSh) terms from the National Library of Medicine's PubMed were: contrast media, gadolinium, heart, magnetic resonance imaging; searches were limited to human studies with abstracts published in English. Case reports, review articles, editorials, MRA related papers and all reports that did not indicate gadolinium type or weight-based dose were excluded. For all included references, full text was available to determine the total administered gadolinium dose on a per kg basis. Average and median dose values were weighted by the number of subjects in each study. RESULTS 399 publications were identified in PubMed; 233 studies matched the inclusion criteria, encompassing 19,934 patients with mean age 54.2 ± 11.4 (range 9.3 to 76 years). 34 trials were related to perfusion testing and 199 to myocardial late gadolinium enhancement. In 2004, the weighted-median and weighted-mean contrast dose were 0.15 and 0.16 ± 0.06 mmol/kg, respectively. Median contrast doses for 2005-2010 were: 0.2 mmol/kg for all years, respectively. Mean contrast doses for the years 2005-2010 were: 0.19 ± 0.03, 0.18 ± 0.04, 0.18 ± 0.10, 0.18 ± 0.03, 0.18 ± 0.04 and 0.18 ± 0.04 mmol/kg, respectively (p for trend, NS). Gadopentetate dimeglumine was the most frequent gadolinium type [114 (48.9%) studies]. No change in mean gadolinium dose was present before, versus after the Food and Drug Administration (FDA) black box warning (p > 0.05). Three multi-center dose ranging trials have been published for cardiac MRI applications. CONCLUSION CMR studies in the peer-reviewed published literature routinely use higher gadolinium doses than regulatory agencies indicated in the package leaflet. Clinical trials should be supported to determine the appropriate doses of gadolinium for CMR studies.
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Affiliation(s)
- Marcelo S Nacif
- Radiology and Imaging Sciences - National Institutes of Health Clinical Center, Bethesda, MD, USA
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Radiology Department, Universidade Federal Fluminense, Niterói, RJ, Brazil
| | - Andrew E Arai
- Cardiovascular and Pulmonary Branch, National Heart, Lung, and Blood Institute - National Institutes - Bethesda, MD, USA
| | - Joao AC Lima
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - David A Bluemke
- Radiology and Imaging Sciences - National Institutes of Health Clinical Center, Bethesda, MD, USA
- Molecular Biomedical Imaging Laboratory, National Institute of Biomedical Imaging and Bioengineering, Bethesda, MD, USA
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Kong T, Su R, Zhang B, Zhang Q, Cheng G. CMOS-compatible, label-free silicon-nanowire biosensors to detect cardiac troponin I for acute myocardial infarction diagnosis. Biosens Bioelectron 2012; 34:267-72. [PMID: 22386490 DOI: 10.1016/j.bios.2012.02.019] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2011] [Revised: 02/07/2012] [Accepted: 02/10/2012] [Indexed: 10/28/2022]
Abstract
A label-free biosensor for electrical detection of cardiac troponin I (cTnI), a highly sensitive and selective biomarker of acute myocardial infarction (AMI), is demonstrated using silicon nanowire (SiNW) based field-effect transistors (FETs). The FET devices were fabricated by a complementary metal oxide semiconductor (CMOS) compatible top-down approach to define the SiNW followed by tetramethylammonium hydroxide (TMAH) wet etching. Electrical characterizations of the SiNW FET revealed an ambipolar conduction characteristic with an on/off ratio of 10(5)-10(6). CTnI monoclonal antibodies were then covalently immobilized on the SiNW surfaces. By integrating with a homemade biosensor measurement system, the biosensor exhibited rapid and sensitive response to cTnI proteins. The current response showed a nature of logarithm relationship against the cTnI concentration from 46 ng/mL down to 0.092 ng/mL. Moreover, an anti-interference capability of the fabricated biosensor was also assessed. By utilizing the top-down fabrication method, this work provides an efficient way for the cTnI proteins detection with an enormous potential of mass-production, which definitely facilitate the practical applications.
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Affiliation(s)
- Tao Kong
- Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou Industrial Park, Jiangsu, China
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