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Asl SK, Rahimzadegan M. The recent progress in the early diagnosis of acute myocardial infarction based on myoglobin biomarker; nano-aptasensors approaches. J Pharm Biomed Anal 2022; 211:114624. [DOI: 10.1016/j.jpba.2022.114624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/24/2022] [Accepted: 01/25/2022] [Indexed: 10/19/2022]
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Reyes-Retana JA, Duque-Ossa LC. Acute Myocardial Infarction Biosensor: A Review From Bottom Up. Curr Probl Cardiol 2020; 46:100739. [PMID: 33250264 DOI: 10.1016/j.cpcardiol.2020.100739] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 10/27/2020] [Indexed: 02/09/2023]
Abstract
Acute myocardial infarction (AMI) is a cardiovascular disease that is produced due to a deficiency of oxygen generating irreversible damage in the heart muscle. In diagnosis, electrocardiogram (ECG) investigation has been the main method but is insufficient, so approaches like the measurement of biomarkers levels in plasma or saliva have become one of the most commonly applied strategies for prognosis of AMI, as some of them are specifically related to a heart attack. Many tests are carrying on to determine biological markers changes, but usually, they present disadvantages related to time consumption and laborious work. To overcome the issues, researchers around the world have been developing different ways to enhance detection through the use of biosensors. These diagnostic devices have a biological sensing element associated to a physicochemical transducer that can be made from different materials and configurations giving place to different kinds of detection: Electrical/Electrochemical, Optical and Mechanical. In this review, the authors presents relevant investigations related to the most important biomarkers and biosensors used for their detection having in mind the nanotechnology participation in the process through the application of nanostructures as a good choice for device configuration.
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Affiliation(s)
- J A Reyes-Retana
- Tecnologico de Monterrey, School of Engineering and Science, Av. Carlos Lazo 100, Santa Fe, La Loma, Mexico City 01389, Mexico. https://tec.mx
| | - L C Duque-Ossa
- Tecnologico de Monterrey, School of Engineering and Science, Av. Carlos Lazo 100, Santa Fe, La Loma, Mexico City 01389, Mexico. https://tec.mx
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Gerrits N, Elen B, Craenendonck TV, Triantafyllidou D, Petropoulos IN, Malik RA, De Boever P. Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal images. Sci Rep 2020; 10:9432. [PMID: 32523046 PMCID: PMC7287116 DOI: 10.1038/s41598-020-65794-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 05/11/2020] [Indexed: 11/09/2022] Open
Abstract
Deep neural networks can extract clinical information, such as diabetic retinopathy status and individual characteristics (e.g. age and sex), from retinal images. Here, we report the first study to train deep learning models with retinal images from 3,000 Qatari citizens participating in the Qatar Biobank study. We investigated whether fundus images can predict cardiometabolic risk factors, such as age, sex, blood pressure, smoking status, glycaemic status, total lipid panel, sex steroid hormones and bioimpedance measurements. Additionally, the role of age and sex as mediating factors when predicting cardiometabolic risk factors from fundus images was studied. Predictions at person-level were made by combining information of an optic disc centred and a macula centred image of both eyes with deep learning models using the MobileNet-V2 architecture. An accurate prediction was obtained for age (mean absolute error (MAE): 2.78 years) and sex (area under the curve: 0.97), while an acceptable performance was achieved for systolic blood pressure (MAE: 8.96 mmHg), diastolic blood pressure (MAE: 6.84 mmHg), Haemoglobin A1c (MAE: 0.61%), relative fat mass (MAE: 5.68 units) and testosterone (MAE: 3.76 nmol/L). We discovered that age and sex were mediating factors when predicting cardiometabolic risk factors from fundus images. We have found that deep learning models indirectly predict sex when trained for testosterone. For blood pressure, Haemoglobin A1c and relative fat mass an influence of age and sex was observed. However, achieved performance cannot be fully explained by the influence of age and sex. In conclusion we confirm that age and sex can be predicted reliably from a fundus image and that unique information is stored in the retina that relates to blood pressure, Haemoglobin A1c and relative fat mass. Future research should focus on stratification when predicting person characteristics from a fundus image.
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Affiliation(s)
| | | | | | | | | | | | - Patrick De Boever
- VITO NV, Unit Health, Mol, Belgium
- Hasselt University, Diepenbeek, Belgium
- Department of Biology, University of Antwerp, Universiteitsplein 1, 2610, Wilrijk, Belgium
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Abd El-Mottaleb NA, Galal HM, El Maghraby KM, Gadallah AI. Serum irisin level in myocardial infarction patients with or without heart failure. Can J Physiol Pharmacol 2019; 97:932-938. [PMID: 30958967 DOI: 10.1139/cjpp-2018-0736] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
This study aimed to assess serum irisin level in myocardial infarction (MI) with or without heart failure (HF) and the possible relation between irisin and cardiac markers, tumor necrosis factor-α (TNF-α) and lipid profile. Eighty-six subjects were included (33 patients had MI, 33 patients had MI with HF, and 20 controls). Body mass index (BMI), waist/hip ratio (WHR), systolic and diastolic blood pressure (SBP and DBP), heart rate, and left ventricular ejection fraction (LVEF) were measured. Blood samples were withdrawn on admission for measuring irisin, cardiac markers, TNF-α, total cholesterol (TC), triglycerides (TGs), low-density lipoprotein-cholesterol concentration (LDL-C), and high-density lipoprotein-cholesterol concentration (HDL-C). Patients with MI and HF had reduced serum irisin, LVEF, and HDL-C and higher levels of BMI, WHR, SBP, DBP, troponin-I, creatine kinase-MB (CK-MB), TNF-α, TC, TGs, and LDL-C compared with control. Negative correlations were observed between irisin and BMI, WHR, SBP, DBP, troponin-I, CK-MB, TNF-α, TC, TGs, and LDL-C. However, positive association was noticed between irisin and LVEF and HDL-C. Irisin might be a useful biomarker in diagnosis of MI with or without HF. It could have anti-inflammatory and hypolipidemic effects. Further studies are needed to elucidate the role of irisin as a promising prophylactic or therapeutic agent in cardiovascular diseases.
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Affiliation(s)
| | - Heba M Galal
- Department of Medical Physiology, Faculty of Medicine, Assiut University, Egypt.,Department of Medical Physiology, Faculty of Medicine, Jouf University, Saudi Arabia
| | | | - Aml I Gadallah
- Department of Medical Physiology, Faculty of Medicine, Assiut University, Egypt
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Traina MI, Almahmeed W, Edris A, Murat Tuzcu E. Coronary Heart Disease in the Middle East and North Africa: Current Status and Future Goals. Curr Atheroscler Rep 2017; 19:24. [PMID: 28378303 DOI: 10.1007/s11883-017-0659-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW The Middle East and North Africa has witnessed a dramatic transformation over the last 30 years caused by rapid urbanization and modernization and significant changes to diet and lifestyle. This review attempts to highlight recent data in regards to ischemic heart disease and its risk factors from the region. RECENT FINDINGS Ischemic heart disease is now the leading cause of death in the region. Age at presentation with myocardial infarction and acute coronary syndrome appears to be significantly younger than global averages. Increased rates of all major risk factors including diabetes, hypertension, hyperlipidemia, smoking, obesity, and sedentary lifestyle have been noted. Specifically, significant changes to dietary habits and growing epidemic of use of alternative tobacco products are noted. This review article highlights the growing epidemic of ischemic heart disease in the region led by dramatic increases in incidence of its risk factors. This epidemic will require a multipronged approach to address the varied issues and mitigate the growing prevalence of the disease.
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Affiliation(s)
- Mahmoud I Traina
- Heart and Vascular Institute, Cleveland Clinic Abu Dhabi, Al Maryah Island, Abu Dhabi, 112412, United Arab Emirates
| | - Wael Almahmeed
- Heart and Vascular Institute, Cleveland Clinic Abu Dhabi, Al Maryah Island, Abu Dhabi, 112412, United Arab Emirates
| | - Ahmad Edris
- Heart and Vascular Institute, Cleveland Clinic Abu Dhabi, Al Maryah Island, Abu Dhabi, 112412, United Arab Emirates
| | - E Murat Tuzcu
- Heart and Vascular Institute, Cleveland Clinic Abu Dhabi, Al Maryah Island, Abu Dhabi, 112412, United Arab Emirates.
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Plakht Y, Gilutz H, Shiyovich A. Ethnical disparities in temporal trends of acute myocardial infarction (AMI) throughout a decade in Israel. Soroka acute myocardial infarction (SAMI-II) project. Int J Cardiol 2016; 214:469-76. [PMID: 27093685 DOI: 10.1016/j.ijcard.2016.04.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 04/02/2016] [Indexed: 11/16/2022]
Abstract
BACKGROUND Ethnical disparities in presentation and outcomes following AMI were reported. We evaluated the temporal-trends of AMI hospitalizations and mortality of Bedouins (Muslims) and Jews in Israel. METHODS Retrospective analysis of 15,352 AMI admissions (10,652 patients; 11.3% Bedouins, 88.7% Jews) throughout 2002-2012. The trends in admission rates (AR) were compared using direct age-sex adjustment. The trends of in-hospital mortality (IHM) and 1-year post-discharge mortality (PDM) were adjusted for the patients' characteristics. RESULTS Bedouins were younger (61.7±14.3 vs. 68.8±13.7years, p<0.001), a higher rate of males. Different prevalence of cardiovascular risk factors was found. STEMI presentation, 3-vessel disease and PCI intervention were more frequently in Bedouins than Jews. Adjusted AR was lower among Jews (4.80/1000 and 3.24/1000 in 2002 and 2012 respectively) than in Bedouins (9.63/1000 and 5.13/1000). A significant decrease of adjusted AR was found in both ethnicities (p-for-trend<0.001 both), greater in Bedouins (p-for-disparity=0.017). The overall rate of IHM was higher for Jews (8.7% vs. 5.6%; p=0.001). The decline of IHM was found in both groups: an increase of one-year resulted in AdjOR=0.877; (p-for-trend<0.001) and 0.910 (p-for-trend=0.052) in Jews and Bedouins respectively (p-for-interaction=0.793). The rates of PDM were higher for Jews (13.6% vs. 9.9%; p=0.001). The risk for PDM increased in both groups: AdjOR=1.118; (p-for-trend<0.001) and 1.093; (p-for-trend=0.012) for one-year increase, for Jews and Bedouins respectively (p-for-interaction=0.927). CONCLUSIONS Throughout 2002-2012 Bedouin AMI patients differed from Jews. Adjusted incidence of AMI declined, greater in Bedouins. IHM declined and PDM increased in both groups. A culturally sensitive prevention program is warranted.
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Affiliation(s)
- Ygal Plakht
- Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
| | - Harel Gilutz
- Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Arthur Shiyovich
- Department of Internal Medicine E, Rabin Medical Center, Beilinson Hospital, Petah-Tikva, Israel
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Jomaa W, Hamdi S, Ben Ali I, Azaiez MA, El Hraiech A, Ben Hamda K, Maatouk F. Risk profile and in-hospital prognosis in elderly patients presenting for acute ST-elevation myocardial infarction in the Tunisian context. Indian Heart J 2016; 68:760-765. [PMID: 27931542 PMCID: PMC5143825 DOI: 10.1016/j.ihj.2016.01.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2015] [Revised: 01/14/2016] [Accepted: 01/27/2016] [Indexed: 10/25/2022] Open
Abstract
OBJECTIVES Little is known about the risk profile and in-hospital prognosis of elderly patients presenting for ST-elevation myocardial infarction (STEMI) in Tunisia. We sought to determine in-hospital prognosis of elderly patients with STEMI in a Tunisian center. METHODS The study was carried out on a retrospective registry enrolling 1403 patients presenting with STEMI in a Tunisian center between January 1998 and January 2013. Patients ≥75 years old were considered elderly. Risk factors and in-hospital prognosis were compared between elderly and younger patients, and then predictive factors of in-hospital death were determined in elderly patients. RESULTS Out of the overall population, 211 (15%) were part of the elderly group. Compared to younger patients, elderly patients were more likely to have arterial hypertension but less likely to be smokers and obese. Thrombolysis was significantly less utilized in the elderly group (22.3% vs. 36.6% in the younger group, p<0.001), whereas the use primary percutaneous coronary intervention was comparable between the two sub-groups (24.2% vs. 28.8%, p=0.17). The incidence of in-hospital complications was higher in the elderly group, and so was the in-hospital mortality rate (14.2% vs. 8.1%, p=0.005). Heart failure on-admission, renal failure on-admission, and inotropic agents use were independently associated to in-hospital death in the elderly group. CONCLUSIONS In the Tunisian context, elderly patients presenting with STEMI have higher prevalence of risk factors and a worse in-hospital course in comparison to younger patients. Clinical presentation on-admission has a strong impact on in-hospital prognosis.
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Affiliation(s)
- Walid Jomaa
- Cardiology B Department, Fattouma Bourguiba University Hospital and University of Monastir, Monastir, Tunisia.
| | - Sonia Hamdi
- Cardiology B Department, Fattouma Bourguiba University Hospital and University of Monastir, Monastir, Tunisia
| | - Imen Ben Ali
- Cardiology B Department, Fattouma Bourguiba University Hospital and University of Monastir, Monastir, Tunisia
| | - Mohamed A Azaiez
- Cardiology B Department, Fattouma Bourguiba University Hospital and University of Monastir, Monastir, Tunisia
| | - Aymen El Hraiech
- Cardiology B Department, Fattouma Bourguiba University Hospital and University of Monastir, Monastir, Tunisia
| | - Khaldoun Ben Hamda
- Cardiology B Department, Fattouma Bourguiba University Hospital and University of Monastir, Monastir, Tunisia
| | - Faouzi Maatouk
- Cardiology B Department, Fattouma Bourguiba University Hospital and University of Monastir, Monastir, Tunisia
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Plakht Y, Gilutz H, Shiyovich A. Temporal trends in acute myocardial infarction: What about survival of hospital survivors? Disparities between STEMI & NSTEMI remain. Soroka acute myocardial infarction II (SAMI-II) project. Int J Cardiol 2015; 203:1073-81. [PMID: 26638057 DOI: 10.1016/j.ijcard.2015.11.072] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2015] [Revised: 10/17/2015] [Accepted: 11/08/2015] [Indexed: 11/16/2022]
Abstract
BACKGROUND Contemporary data on trends of acute myocardial infarction (AMI), particularly outcomes of hospital survivors by AMI type is sparse. METHODS Analysis of 11,107 consecutive AMI patients in a tertiary hospital in Israel throughout 2002-2012. The annual incidence of ST-segment elevation (STEMI) and non-ST-segment elevation (NSTEMI) admissions was calculated using age-gender-ethnicity direct adjustment. A multivariate prognostic model was built to evaluate in-hospital and 1-year post-discharge all-cause-mortality, adjusted for patients' risk factors. RESULTS A decline in the adjusted incidence of AMI admissions (per-1000 persons) was documented (2002 vs. 2012) for STEMI: 4.70 vs. 1.38 (p<0.001) and non-significant tendency of increase for NSTEMI: 1.86 vs. 2.37 (p=0.109). The prevalence of most cardiovascular risk-factors, some non-cardiovascular comorbidities and invasive interventions increased. In-hospital mortality declined significantly for STEMI: 10.8% vs. 7.7% (p<0.001) and with no change for NSTEMI: 5.0% vs. 5.5% (p=0.137). Consistently, 1-year post-discharge mortality declined for STEMI: 13% vs. 5.9% (p<0.001) and with a non-significant increase for NSTEMI: 12.6% vs. 17.0% (p=0.377). Adjusting for the risk factors, an increase of one year was associated with a decline of in-hospital mortality for STEMI: AdjOR=0.86 (p<0.001) and for NSTEMI: AdjOR=0.92 (p<0.001). However, the risk for post-discharge mortality increased for STEMI: AdjOR=1.11 (p<0.001) and for NSTEMI: AdjOR=1.12 (p<0.001). CONCLUSIONS Throughout 2002-2012 significant decline in the incidence and of in-hospital mortality of STEMI were found. However, adjusted post-discharge mortality rates increased significantly with time. Measures for improving incidence and outcomes of AMI patients focusing on NSTEMI and hospital-survivors are warranted.
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Affiliation(s)
- Ygal Plakht
- Soroka University Medical Center and Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
| | - Harel Gilutz
- Medicine E, Rabin Medical Center, Beilinson Hospital, Petah-Tikva, Israel
| | - Arthur Shiyovich
- Medicine E, Rabin Medical Center, Beilinson Hospital, Petah-Tikva, Israel
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Landes U, Kornowski R, Assali A, Vaknin-Assa H, Greenberg G, Lev EI, Bental T. Predictors of long term outcomes in 11,441 consecutive patients following percutaneous coronary interventions. Am J Cardiol 2015; 115:855-9. [PMID: 25678393 DOI: 10.1016/j.amjcard.2015.01.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2014] [Revised: 01/03/2015] [Accepted: 01/03/2015] [Indexed: 10/24/2022]
Abstract
Given the vicissitudes of percutaneous coronary intervention (PCI) technology, epidemiology, and mode of practice, the aim of this study was to define contemporary outcome predictors in a very large consecutive patient cohort. Data from 11,441 consecutive patients who underwent PCI at a tertiary medical center from April 2004 to September 2013 are presented. A comprehensive database was built using various data sources, with outcome end points defined as all-cause mortality and as a composite of death or nonfatal myocardial infarction during follow-up. Candidate variables to influence outcome were chosen a priori and were tested using multivariate time-dependent models to estimate each interaction. Mean follow-up was 5.5 years (range 3 months to 9.5 years). The cohort consisted of 75% men, 42% patients with diabetes, and 61% patients who underwent PCI in acute coronary syndrome settings and 7.8% for ST-elevation myocardial infarction. Drug-eluting stents were used in 43.4% of patients, bare-metal stents in 52%, and balloon angioplasty alone in 4.6%. In multivariate analysis, in addition to already well-recognized predictors of death or myocardial infarction such as advanced age (hazard ratio [HR] 1.031, p <0.001), female gender (HR 1.23, p <0.001), urgent setting (HR 1.23, p <0.001) and diabetes mellitus (HR 1.28, p <0.001), we particularly noted previous anemia (HR 1.55 p <0.001), previous chronic kidney injury (HR 1.93, p <0.001) and previous moderate to severe left ventricular dysfunction (HR 2.29, p <0.001). Drug-eluting stent placement was associated with better outcomes (HR 0.70, p <0.001). In conclusion, this analysis confirms the effect of some known predictors of PCI outcomes. However, the extent of their effect is modest, while other predictors may have a greater influence on outcomes. Risk stratification of PCI patients should take into account kidney injury, anemia, and left ventricular function. Drug-eluting stents provide sustained benefit.
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Alkindi F, El-Menyar A, Al-Suwaidi J, Patel A, Gehani AA, Singh R, Albinali H, Arabi A. Left Bundle Branch Block in Acute Cardiac Events: Insights From a 23-Year Registry. Angiology 2014; 66:811-7. [PMID: 25477500 DOI: 10.1177/0003319714560223] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Between 1991 and 2013, we evaluated the demographics, presentations, and final diagnosis of patients hospitalized with acute cardiac events and left bundle branch block (LBBB). Of 50 992 patients, 768 (1.5%) had LBBB. Compared with non-LBBB patients, patients with LBBB were mostly older, female, diabetic, and had hypertension and chronic kidney failure (CKF; P < .001 for all). Dyspnea (P < .001) and dizziness (P = .037) were more frequent in patients with LBBB. The most frequent cause of admission with LBBB was congestive heart failure (CHF; 54.2%), followed by ST-elevation myocardial infarction (STEMI; 13.3%), valvular heart disease (9.4%), unstable angina (8.3%) and Non-STEMI (7.7%). On multivariate analysis, CKF (odds ratio [OR]: 2.02, 95% confidence interval [CI]: 1.09-3.70) and LBBB (OR: 2.96, 95% CI: 2.01-4.42) were predictors of in-hospital mortality in the entire study population. Further analysis of patients with LBBB showed that CKF (OR: 2.93, 95% CI: 1.40-6.12) was the only predictor of in-hospital mortality. Regardless the presenting symptoms, CHF was the final diagnosis in most cases with LBBB.
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Affiliation(s)
- Fahad Alkindi
- Department of Cardiology and Cardiovascular Surgery, Heart Hospital, HMC, Doha, Qatar
| | - Ayman El-Menyar
- Department of Clinical Medicine, Weill Cornell Medical School, Ar-Rayyan, Qatar Clinical Research, Trauma Section, Hamad Medical Corporation, Doha, Qatar Internal Medicine, Cardiology Section, Ahmed Maher Teaching Hospital, Cairo, Egypt
| | - Jassim Al-Suwaidi
- Department of Cardiology and Cardiovascular Surgery, Heart Hospital, HMC, Doha, Qatar
| | - Ashfaq Patel
- Department of Cardiology and Cardiovascular Surgery, Heart Hospital, HMC, Doha, Qatar
| | - Abdurrazzak A Gehani
- Department of Cardiology and Cardiovascular Surgery, Heart Hospital, HMC, Doha, Qatar
| | - Rajvir Singh
- Cardiovascular Research, Heart Hospital, Hamad Medical Corporation, Doha, Qatar
| | - Hajar Albinali
- Department of Cardiology and Cardiovascular Surgery, Heart Hospital, HMC, Doha, Qatar
| | - Abdulrahman Arabi
- Department of Cardiology and Cardiovascular Surgery, Heart Hospital, HMC, Doha, Qatar
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