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Ferreira D, Mikhail P, McGee M, Boyle A, Sverdlov A, William M, Jackson N, Barlow M, Leitch J, Collins N, Ford T, Wilsmore B. Investigating the efficacy of chest pressure for direct current cardioversion in atrial fibrillation: a randomised control trial protocol (Pressure-AF). Open Heart 2021; 8:openhrt-2021-001739. [PMID: 34556559 PMCID: PMC8461712 DOI: 10.1136/openhrt-2021-001739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Accepted: 08/27/2021] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION Atrial fibrillation (AF) is the most common sustained arrhythmia worldwide. Direct current cardioversion is commonly used to restore sinus rhythm in patients with AF. Chest pressure may improve cardioversion success through decreasing transthoracic impedance and increasing cardiac energy delivery. We aim to assess the efficacy and safety of routine chest pressure with direct current cardioversion for AF. METHODS AND ANALYSIS Multicentre, double blind (patient and outcome assessment), randomised clinical trial based in New South Wales, Australia. Patients will be randomised 1:1 to control and interventional arms. The control group will receive four sequential biphasic shocks of 150 J, 200 J, 360 J and 360 J with chest pressure on the last shock, until cardioversion success. The intervention group will receive the same shocks with chest pressure from the first defibrillation. Pads will be placed in an anteroposterior position. Success of cardioversion will be defined as sinus rhythm at 1 min after shock. The primary outcome will be total energy provided. Secondary outcomes will be success of first shock to achieve cardioversion, transthoracic impedance and sinus rhythm at post cardioversion ECG. ETHICS AND DISSEMINATION Ethics approval has been confirmed at all participating sites via the Research Ethics Governance Information System. The trial has been registered on the Australia New Zealand Clinical Trials Registry (ACTRN12620001028998). De-identified patient level data will be available to reputable researchers who provide sound analysis proposals.
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Affiliation(s)
- David Ferreira
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia .,School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia
| | - Philo Mikhail
- Department of Cardiology, Gosford Hospital, Gosford, New South Wales, Australia
| | - Michael McGee
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia.,Department of Cardiology, Tamworth Rural Referral Hospital, Tamworth, New South Wales, Australia
| | - Andrew Boyle
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia.,School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia.,Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Aaron Sverdlov
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia.,School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia.,Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Maged William
- Department of Cardiology, Gosford Hospital, Gosford, New South Wales, Australia
| | - Nicholas Jackson
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia
| | - Malcolm Barlow
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia
| | - James Leitch
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia
| | - Nicholas Collins
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia.,School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia.,Hunter Medical Research Institute, Newcastle, New South Wales, Australia
| | - Thomas Ford
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia.,Department of Cardiology, Gosford Hospital, Gosford, New South Wales, Australia
| | - Bradley Wilsmore
- Department of Cardiology, John Hunter Hospital, New Lambton Heights, New South Wales, Australia
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452
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Hsieh HL, Kao CW, Cheng SM, Chang YC. A Web-Based Integrated Management Program for Improving Medication Adherence and Quality of Life, and Reducing Readmission in Patients With Atrial Fibrillation: Randomized Controlled Trial. J Med Internet Res 2021; 23:e30107. [PMID: 34550084 PMCID: PMC8495568 DOI: 10.2196/30107] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 06/17/2021] [Accepted: 07/26/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Atrial fibrillation (AF) is related to a variety of chronic diseases and life-threatening complications. It is estimated that by 2050, there will be 72 million patients with AF in Asia, of which 2.9 million will have AF-associated stroke. AF has become a major issue for health care systems. OBJECTIVE We aimed to evaluate the effects of a web-based integrated management program on improving coping strategies, medication adherence, and health-related quality of life (HRQoL) in patients with AF, and to detect the effect on decreasing readmission events. METHODS The parallel-group, single-blind, prospective randomized controlled trial recruited patients with AF from a medical center in northern Taiwan and divided them randomly into intervention and control groups. Patients in the intervention group received the web-based integrated management program, whereas those in the control group received usual care. The measurement tools included the Brief Coping Orientation to Problems Experienced (COPE) scale, Medication Adherence Rating Scale (MARS), the three-level version of the EuroQoL five-dimension self-report questionnaire (EQ-5D-3L), and readmission events 2 years after initiating the intervention. Data were collected at 4 instances (baseline, 1 month, 3 months, and 6 months after initiating the intervention), and analyzed with generalized estimating equations (GEEs). RESULTS A total of 231 patients were recruited and allocated into an intervention (n=115) or control (n=116) group. The mean age of participants was 73.08 (SD 11.71) years. Most participants were diagnosed with paroxysmal AF (171/231, 74%), and the most frequent comorbidity was hypertension (162/231, 70.1%). Compared with the control group, the intervention group showed significantly greater improvement in approach coping strategies, medication adherence, and HRQoL at 1, 3, and 6 months (all P<.05). In addition, the intervention group showed significantly fewer readmission events within 2 years (OR 0.406, P=.03), compared with the control group. CONCLUSIONS The web-based integrated management program can significantly improve patients' coping strategy and medication adherence. Therefore, it can empower patients to maintain disease stability, which is a major factor in improving their HRQoL and reducing readmission events within 2 years. TRIAL REGISTRATION ClinicalTrials.gov NCT04813094; https://clinicaltrials.gov/ct2/show/NCT04813094.
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Affiliation(s)
- Hui-Ling Hsieh
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei, Taiwan
| | - Chi-Wen Kao
- School of Nursing, National Defense Medical Center, Taipei, Taiwan
| | - Shu-Meng Cheng
- Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Yue-Cune Chang
- Department of Mathematics, Tamkang University, Taipei, Taiwan
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453
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Atrial Fibrillation and Chronic Kidney Disease-A Risky Combination for Post-Contrast Acute Kidney Injury. J Clin Med 2021; 10:jcm10184140. [PMID: 34575257 PMCID: PMC8471797 DOI: 10.3390/jcm10184140] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 09/05/2021] [Accepted: 09/10/2021] [Indexed: 12/30/2022] Open
Abstract
Atrial fibrillation (AF) symptoms may mimic coronary artery disease (CAD) which reflects the difficulties in qualifying AF patients for invasive diagnostics. A substantial number of coronary angiographies may be unnecessary or even put patients at risk of post-contrast acute kidney injury (PC-AKI), especially patients with chronic kidney disease (CKD). We aimed to investigate the hypothesis indicating higher prevalence of PC-AKI in patients with AF scheduled for coronary angiography. The study population comprised of 8026 patients referred for elective coronarography including 1621 with AF. In the comparison of prevalence of PC-AKI in distinguished groups we can see that kidney impairment was twice more frequent in patients with AF in both groups with CKD (CKD (+)/AF (+) 6.24% vs. CKD (+)/AF (−) 3.04%) and without CKD (CKD (−)/AF (+) 2.32% vs. CKD (−)/AF (−) 1.22%). In our study, post-contrast acute kidney disease is twice more frequent in patients with AF, especially in subgroup with chronic kidney disease scheduled for coronary angiography. Additionally, having in mind results of previous studies stating that AF is associated with non-obstructive coronary lesions on angiography, patients with AF and CKD may be unnecessarily exposed to contrast agent and possible complications.
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454
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Sachdeva S, Desai R, Andi K, Vyas A, Deliwala S, Sachdeva R, Kumar G. Reduced left atrial strain can predict stroke in atrial fibrillation - A meta-analysis. IJC HEART & VASCULATURE 2021; 36:100859. [PMID: 34485678 PMCID: PMC8391018 DOI: 10.1016/j.ijcha.2021.100859] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 08/09/2021] [Accepted: 08/11/2021] [Indexed: 11/25/2022]
Affiliation(s)
- Sonali Sachdeva
- Section of Cardiovascular Medicine, Boston University School Of Medicine, Boston, MA, USA
| | - Rupak Desai
- Division of Cardiology, Atlanta VA Medical Center, Decatur, GA, USA
| | - Kartik Andi
- Department of Internal Medicine, Osmania Medical College, Hyderabad, India
| | - Ankit Vyas
- Department of Internal Medicine, Baptist Hospitals Of Southeast Texas, Beaumont, TX, USA
| | - Smit Deliwala
- Department of Internal Medicine, Hurley Medical Center, Flint, MI, USA
| | - Rajesh Sachdeva
- Division of Cardiology, Atlanta VA Medical Center, Decatur, GA, USA
| | - Gautam Kumar
- Division of Cardiology, Atlanta VA Medical Center, Decatur, GA, USA.,Division of Cardiology, Emory University School of Medicine, Atlanta, GA, USA
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455
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Liu P, Sun H, Zhou X, Wang Q, Gao F, Fu Y, Li T, Wang Y, Li Y, Fan B, Li X, Jiang T, Qin X, Zheng Q. CXCL12/CXCR4 axis as a key mediator in atrial fibrillation via bioinformatics analysis and functional identification. Cell Death Dis 2021; 12:813. [PMID: 34453039 PMCID: PMC8397768 DOI: 10.1038/s41419-021-04109-5] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 06/23/2021] [Accepted: 06/24/2021] [Indexed: 02/06/2023]
Abstract
Atrial fibrillation (AF) is an increasingly prevalent arrhythmia with significant health and socioeconomic impact. The underlying mechanism of AF is still not well understood. In this study, we sought to identify hub genes involved in AF, and explored their functions and underlying mechanisms based on bioinformatics analysis. Five microarray datasets in GEO were used to identify the differentially expressed genes (DEGs) by Robust Rank Aggregation (RRA), and hub genes were screened out using protein-protein interaction (PPI) network. AF model was established using a mixture of acetylcholine and calcium chloride (Ach-CaCl2) by tail vein injection. We totally got 35 robust DEGs that mainly involve in extracellular matrix formation, leukocyte transendothelial migration, and chemokine signaling pathway. Among these DEGs, we identified three hub genes involved in AF, of which CXCL12/CXCR4 axis significantly upregulated in AF patients stands out as one of the most potent targets for AF prevention, and its effect on AF pathogenesis and underlying mechanisms were investigated in vivo subsequently with the specific CXCR4 antagonist AMD3100 (6 mg/kg). Our results demonstrated an elevated transcription and translation of CXCL12/CXCR4 axis in AF patients and mice, accompanied with the anabatic atrial inflammation and fibrosis, thereby providing the substrate for AF maintenance. Blocking its signaling via AMD3100 administration in AF model mice reduced AF inducibility and duration, partly ascribed to decreased atrial inflammation and structural remodeling. Mechanistically, these effects were achieved by reducing the recruitment of CD3+ T lymphocytes and F4/80+ macrophages, and suppressing the hyperactivation of ERK1/2 and AKT/mTOR signaling in atria of AF model mice. In conclusion, this study provides new evidence that antagonizing CXCR4 prevents the development of AF, and suggests that CXCL12/CXCR4 axis may be a potential therapeutic target for AF.
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Affiliation(s)
- Peng Liu
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Hongke Sun
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Xin Zhou
- Department of Cardiology, The First Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Qiaozhu Wang
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Feng Gao
- School of Life Sciences, Northwestern Polytechnical University, Xi'an, China
| | - Yuping Fu
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Tong Li
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yixin Wang
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Yingqi Li
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Boyuan Fan
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Xiaoli Li
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Tiannan Jiang
- Department of Internal Medicine, Health Care Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Xinghua Qin
- School of Life Sciences, Northwestern Polytechnical University, Xi'an, China.
| | - Qiangsun Zheng
- Department of Cardiology, The Second Affiliate Hospital of Xi'an Jiaotong University, Xi'an, China.
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456
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Noubiap JJ. Atrial fibrillation and obstructive sleep apnea in African populations: uncovering a neglected association. Pan Afr Med J 2021; 39:55. [PMID: 34422178 PMCID: PMC8363968 DOI: 10.11604/pamj.2021.39.55.29000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 05/02/2021] [Indexed: 11/11/2022] Open
Abstract
Atrial fibrillation (AF), the most common sustained arrhythmia, is one of the risk factors with the largest relative increase in attributed cardiovascular mortality in Africa. There are important knowledge gaps in the epidemiology of AF in Africa, along with inadequate service provision for cardiac arrhythmias including AF. This paper comments on the available data on the prevalence and correlates of obstructive sleep apnea (OSA) in patients with AF in Africa. Two studies from Tunisia revealed a high prevalence of OSA based on polysomnography (77% and 90%) among patients with AF. Patients with OSA were more likely to report snoring, were older and had longer AF duration compared to those without OSA. The implications of these findings are discussed. Furthermore, key points on the mechanisms underlying the association between AF and OSA, the impact of OSA on AF-related outcomes and the screening and management of OSA in patients with AF are highlighted.
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Affiliation(s)
- Jean Jacques Noubiap
- Centre for Heart Rhythm Disorders, University of Adelaide and Royal Adelaide Hospital, Adelaide, Australia
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457
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Koldenhof T, Wijtvliet PEPJ, Pluymaekers NAHA, Rienstra M, Folkeringa RJ, Bronzwaer P, Elvan A, Elders J, Tukkie R, Luermans JGLM, van Kuijk SMJ, Tijssen JGP, van Gelder IC, Crijns HJGM, Tieleman RG. Rate control drugs differ in the prevention of progression of atrial fibrillation. Europace 2021; 24:384-389. [PMID: 34414430 PMCID: PMC8892061 DOI: 10.1093/europace/euab191] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 07/14/2021] [Indexed: 01/02/2023] Open
Abstract
Aims We hypothesize that in patients with paroxysmal atrial fibrillation (AF), verapamil is associated with lower AF progression compared to beta blockers or no rate control. Methods and results In this pre-specified post hoc analysis of the RACE 4 randomized trial, the effect of rate control medication on AF progression in paroxysmal AF was analysed. Patients using Vaughan-Williams Class I or III antiarrhythmic drugs were excluded. The primary outcome was a composite of first electrical cardioversion (ECV), chemical cardioversion (CCV), or atrial ablation. Event rates are displayed using Kaplan–Meier curves and multivariable Cox regression analyses are used to adjust for baseline differences. Out of 666 patients with paroxysmal AF, 47 used verapamil, 383 used beta blockers, and 236 did not use rate control drugs. The verapamil group was significantly younger than the beta blocker group and contained more men than the no rate control group. Over a mean follow-up of 37 months, the primary outcome occurred in 17% in the verapamil group, 33% in the beta blocker group, and 33% in the no rate control group (P = 0.038). After adjusting for baseline characteristics, patients using verapamil have a significantly lower chance of receiving ECV, CCV, or atrial ablation compared to patients using beta blockers [hazard ratio (HR) 0.40, 95% confidence interval (CI) 0.19–0.83] and no rate control (HR 0.64, 95% CI 0.44–0.93). Conclusion In patients with newly diagnosed paroxysmal AF, verapamil was associated with less AF progression, as compared to beta blockers and no rate control.
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Affiliation(s)
- Tim Koldenhof
- Department of Cardiology, Martini Hospital, Van Swietenplein 1, 9728 NT Groningen, The Netherlands.,Department of Cardiology, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Petra E P J Wijtvliet
- Department of Cardiology, Martini Hospital, Van Swietenplein 1, 9728 NT Groningen, The Netherlands.,Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX Maastricht, The Netherlands
| | - Nikki A H A Pluymaekers
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX Maastricht, The Netherlands
| | - Michiel Rienstra
- Department of Cardiology, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Richard J Folkeringa
- Department of Cardiology, Medical Centre Leeuwarden, Henri Dunantweg 2, 8934 AD Leeuwarden, The Netherlands
| | - Patrick Bronzwaer
- Department of Cardiology, Zaans Medical Centre, Kon. Julianaplein 58, 1502 DV Zaandam, The Netherlands
| | - Arif Elvan
- Department of Cardiology, Isala Hospital, Dokter van Heesweg 2, 8025 AB Zwolle, The Netherlands
| | - Jan Elders
- Department of Cardiology, Canisius Wilhelmina Hospital, Weg door Jonkerbos 100, 6532 SZ Nijmegen, The Netherlands
| | - Raymond Tukkie
- Department of Cardiology, Spaarne Hospital, Boerhaavelaan 22, 2035 RC Haarlem, The Netherlands
| | - Justin G L M Luermans
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX Maastricht, The Netherlands
| | - Sander M J van Kuijk
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX Maastricht, The Netherlands
| | - Jan G P Tijssen
- Amsterdam University Medical Centre (AMC), Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Isabelle C van Gelder
- Department of Cardiology, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Harry J G M Crijns
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University Medical Centre, P. Debyelaan 25, 6229 HX Maastricht, The Netherlands
| | - Robert G Tieleman
- Department of Cardiology, Martini Hospital, Van Swietenplein 1, 9728 NT Groningen, The Netherlands.,Department of Cardiology, University of Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
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458
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Adam L. Potential benefits of pharmacist intervention in the detection and therapy of atrial fibrillation. Can Pharm J (Ott) 2021; 154:240-241. [PMID: 34345315 PMCID: PMC8282919 DOI: 10.1177/17151635211019963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Lauren Adam
- Lauren Adam is a student in the Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta
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459
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Zhao J, Wang H, Li X, Hu Y, Yan VKC, Wong CKH, Guo Y, Cheung MKH, Lip GYH, Siu CW, Tse HF, Chan EW. Importance of attributes and willingness to pay for oral anticoagulant therapy in patients with atrial fibrillation in China: A discrete choice experiment. PLoS Med 2021; 18:e1003730. [PMID: 34437553 PMCID: PMC8432810 DOI: 10.1371/journal.pmed.1003730] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 09/10/2021] [Accepted: 07/12/2021] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Adherence to oral anticoagulant therapy in patients with atrial fibrillation (AF) in China is low. Patient preference, one of the main reasons for discontinuation of oral anticoagulant therapy, is an unfamiliar concept in China. METHODS AND FINDINGS A discrete choice experiment (DCE) was conducted to quantify patient preference on 7 attributes of oral anticoagulant therapy: antidote (yes/no), food-drug interaction (yes/no), frequency of blood monitoring (no need, every 6/3/1 month[s]), risk of nonfatal major bleeding (0.7/3.1/5.5/7.8[%]), risk of nonfatal stroke (ischemic/hemorrhagic) or systemic embolism (0.6/3.2/5.8/8.4[%]), risk of nonfatal acute myocardial infarction (AMI) (0.2/1.0/1.8/2.5[%]), and monthly out-of-pocket cost (0/120/240/360 RMB) (0 to 56 USD). A total of 16 scenarios were generated by using D-Efficient design and were randomly divided into 2 blocks. Eligible patients were recruited and interviewed from outpatient and inpatient settings of 2 public hospitals in Beijing and Shenzhen, respectively. Patients were presented with 8 scenarios and asked to select 1 of 3 options: 2 unlabeled hypothetical treatments and 1 opt-out option. Mixed logit regression model was used for estimating patients' preferences of attributes of oral anticoagulants and willingness to pay (WTP) with adjustments for age, sex, education level, income level, city, self-evaluated health score, histories of cardiovascular disease/other vascular disease/any stroke/any bleeding, and use of anticoagulant/antiplatelet therapy. A total of 506 patients were recruited between May 2018 and December 2019 (mean age 70.3 years, 42.1% women). Patients were mainly concerned about the risks of AMI (β: -1.03; 95% CI: -1.31, -0.75; p < 0.001), stroke or systemic embolism (β: -0.81; 95% CI: -0.90, -0.73; p < 0.001), and major bleeding (β: -0.69; 95% CI: -0.78, -0.60; p < 0.001) and were willing to pay more, from up to 798 RMB to 536 RMB (124 to 83 USD) monthly. The least concerning attribute was frequency of blood monitoring (β: -0.31; 95% CI: -0.39, -0.24; p < 0.001). Patients had more concerns about food-drug interactions even exceeding preferences on the 3 risks, if they had a history of stroke or bleeding (β: -2.47; 95% CI: -3.92, -1.02; p < 0.001), recruited from Beijing (β: -1.82; 95% CI: -2.56, -1.07; p < 0.001), or men (β: -0.96; 95% CI: -1.36, -0.56; p < 0.001). Patients with lower educational attainment or lower income weighted all attributes lower, and their WTP for incremental efficacy and safety was minimal. Since the patients were recruited from 2 major hospitals from developed cities in China, further studies with better representative samples would be needed. CONCLUSIONS Patients with AF in China were mainly concerned about the safety and effectiveness of oral anticoagulant therapy. The preference weighting on food-drug interaction varied widely. Patients with lower educational attainment or income levels and less experience of bleeding or stroke had more reservations about paying for oral anticoagulant therapies with superior efficacy, safety, and convenience of use.
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Affiliation(s)
- Jiaxi Zhao
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- The University of Hong Kong Shenzhen Institute of Research and Innovation, Shenzhen, China
| | - Hao Wang
- Department of Cardiology, The Second Medical Center, National Clinical Research Center for Geriatric Diseases, Chinese PLA General Hospital, Beijing, China
| | - Xue Li
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Laboratory of Data Discovery for Health (D4H), Hong Kong Science Park, New Territories, Hong Kong SAR, China
| | - Yang Hu
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Vincent K. C. Yan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Carlos K. H. Wong
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Department of Family Medicine and Primary Care, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Yutao Guo
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Marco K. H. Cheung
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Gregory Y. H. Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Chung-Wah Siu
- Cardiology Division, Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Hung-Fat Tse
- Cardiology Division, Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Hong Kong-Guangdong Stem Cell and Regenerative Medicine Research Centre, The University of Hong Kong and Guangzhou Institutes of Biomedicine and Health, Hong Kong SAR, China
- Department of Medicine, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China
| | - Esther W. Chan
- Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- The University of Hong Kong Shenzhen Institute of Research and Innovation, Shenzhen, China
- Laboratory of Data Discovery for Health (D4H), Hong Kong Science Park, New Territories, Hong Kong SAR, China
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460
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Guo G, Watterson S, Zhang SD, Bjourson A, McGilligan V, Peace A, Rai TS. The role of senescence in the pathogenesis of atrial fibrillation: A target process for health improvement and drug development. Ageing Res Rev 2021; 69:101363. [PMID: 34023420 DOI: 10.1016/j.arr.2021.101363] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 01/24/2021] [Accepted: 05/12/2021] [Indexed: 12/11/2022]
Abstract
Cellular senescence is a state of growth arrest that occurs after cells encounter various stresses. Senescence contributes to tumour suppression, embryonic development, and wound healing. It impacts on the pathology of various diseases by secreting inflammatory chemokines, immune modulators and other bioactive factors. These secretory biosignatures ultimately cause inflammation, tissue fibrosis, immunosenescence and many ageing-related diseases such as atrial fibrillation (AF). Because the molecular mechanisms underpinning AF development remain unclear, current treatments are suboptimal and have serious side effects. In this review, we summarize recent results describing the role of senescence in AF. We propose that senescence factors induce AF and have a causative role. Hence, targeting senescence and its secretory phenotype may attenuate AF.
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461
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Jeet Kaur R, Dutta S, Charan J, Bhardwaj P, Tandon A, Yadav D, Islam S, Haque M. Cardiovascular Adverse Events Reported from COVID-19 Vaccines: A Study Based on WHO Database. Int J Gen Med 2021; 14:3909-3927. [PMID: 34349544 PMCID: PMC8326931 DOI: 10.2147/ijgm.s324349] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 07/14/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Thirteen COVID-19 vaccines are granted emergency approval. It is crucial to monitor their adverse events post vaccination. The present study focuses on cardiovascular adverse events post-COVID-19 vaccination and aims to determine adverse events with the administered vaccine. METHODOLOGY The cardiovascular (CVS) adverse events were extracted for three broad headings (SOCs) - cardiac disorders, vascular disorders, and investigations. Descriptive statistics were reported in the form of percentage and frequency, and the disproportionality analysis was conducted. RESULTS For the cardiovascular system, 4863 adverse events (AEs) were reported from BNT162b2 Pfizer, 1222 AstraZeneca, Moderna, and other COVID-19 vaccines. Common adverse events observed with vaccines under study were tachycardia (16.41%), flushing (12.17%), hypertension (5.82%), hypotension (3.60%) and peripheral coldness (2.41%). Based on disproportionality analysis (IC025 values), acute myocardial infarction, cardiac arrest, and circulatory collapse were linked to the vaccines in the age group >75 years. Hypertension, severe hypertension, supraventricular tachycardia, sinus tachycardia, and palpitations were associated across all age groups and either gender. Amongst the investigations, abnormal ECG findings raised C-reactive protein, elevated D dimer, and troponin were reported in specific age groups or gender or all subjects. CONCLUSION Although cardiovascular events have been reported with the COVID-19 vaccines, the causality is yet to be established because such CVS AEs are also usually associated with the general public even without intervention. Hence, people should be administered these vaccines, and sustained monitoring of these AEs should be done.
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Affiliation(s)
- Rimple Jeet Kaur
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Siddhartha Dutta
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Jaykaran Charan
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Pankaj Bhardwaj
- Department of Community and Family Medicine, All India Institute of Medical Sciences (AIIMS), Jodhpur, Rajasthan, India
| | - Ankita Tandon
- Department of Oral Pathology, Microbiology and Forensic Odontology, Dental Institute, Rajendra Institute of Medical Sciences, Ranchi, 834009, India
| | - Dharamveer Yadav
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Salequl Islam
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh
| | - Mainul Haque
- Unit of Pharmacology, Faculty of Medicine and Defence Health, Universiti Pertahanan Nasional Malaysia (National Defence University of Malaysia), Kem Perdana Sungai Besi, 57000, Kuala Lumpur, Malaysia
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462
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Kostev K, Wu T, Wang Y, Chaudhuri K, Reeve R, Tanislav C. Predicting the Risk of Ischemic Stroke in Patients Treated with Novel Oral Anticoagulants: A Machine Learning Approach. Neuroepidemiology 2021; 55:387-392. [PMID: 34350851 DOI: 10.1159/000517512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 05/29/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION The aim of this cohort study was to estimate the predictors of ischemic stroke in patients treated with non-vitamin K antagonist oral anticoagulants (NOACs) in a large database containing data from general practitioners in Germany using machine learning methods. METHODS This retrospective cohort study included 39,652 patients with a diagnosis of atrial fibrillation (AF) and an initial prescription of NOAC in 1,278 general practices in Germany between January 2011 and December 2018. Of 39,652 patients, 2,310 (5.8%) receive the first stroke or TIA diagnosis during the follow-up time (average follow-up time 2.5 [SD: 1.8] years). Sub-Population Optimization and Modeling Solutions (SOMS) tool was used to identify subgroups at a higher risk of stroke compared to the overall population receiving NOAC based on 37 different variables. RESULTS Using SOMS, a total of 9 variables were considered important for the stroke prediction. Age had 59.1% of prediction importance, following by ischemic heart diseases (10.6%), urinary tract infections (4.6%), dementia (3.5%), and male sex (3.5%). Further variables with less importance were dizziness (2.2%), dorsalgia (1.5%), shoulder lesions (1.1%), and diabetes mellitus (1.1%). DISCUSSION/CONCLUSIONS The stroke risk in AF patients treated with NOAC could be predicted based on comorbidities like ischemic heart diseases, urinary tract infections, and dementia additionally to age and male sex. Knowing and addressing these factors may help reduce the risk of stroke in this patient population.
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Affiliation(s)
| | - Tong Wu
- Advanced Analytics, IQVIA, Plymouth Meeting, Pennsylvania, USA
| | - Yue Wang
- Advanced Analytics, IQVIA, Plymouth Meeting, Pennsylvania, USA
| | - Kal Chaudhuri
- Global Consulting, IQVIA, Plymouth Meeting, Pennsylvania, USA
| | - Russel Reeve
- Biostatistics & Decision Sciences, IQVIA, Durham, North Carolina, USA
| | - Christian Tanislav
- Department of Geriatrics and Neurology, Diakonie Hospital Jung Stilling Siegen, Siegen, Germany
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463
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Krupenin PM, Perepelov VA, Perepelova EM, Bordovsky SP, Sidorov EV, Preobrazhenskaya IS, Voskresenskaya ON, Sokolova AA, Napalkov DA. White matter integrity of watershed areas is potentially influenced by hypoperfusion in the presence permanent atrial fibrillation. КАРДИОВАСКУЛЯРНАЯ ТЕРАПИЯ И ПРОФИЛАКТИКА 2021. [DOI: 10.15829/1728-8800-2021-2915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Aim. To test a hypothesis of hypoperfusion-induced white matter changes in patients with atrial fibrillation (AFib) and to present statistics to compute sample size for the upcoming studies.Material and methods. We included 30 inpatients with AFib and investigated them with magnetic resonance imaging (MRI) with standard sequencies and diffusion tensor imaging (DTI). DTI data were analyzed with conventional ROI analysis in the Olea Sphere software and with watershed areas (WSA) mask in the FSL toolbox after nonlinear transformation of images to the Montreal Neurological Institute (MNI) space. Wilcoxon test was used to compare diffusion characteristics across subgroups.Results. Median age of participants was 73 years (69-78), 18 (60%) patients had moderate signs of small vessel disease with Fazekas score of one. Twenty-one patients had paroxysmal AFib. Analysis of WSA revealed decreased white matter integrity in the parieto-occipital cortical WSA with a pattern of significantly increased mean diffusivity (p=0,039), and marginally significant decrease in fractional anisotropy (p=0,056). Rank-based effect size across areas under comparison was either small (0,2) or negligible, and with statistical power in the range of 0,05-1.Conclusion. Atrial fibrillation could have pathophysiologically feasible mechanism to affect white matter integrity in the watershed areas.
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464
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Saiz-Vivó M, Colomer A, Fonfría C, Martí-Bonmatí L, Naranjo V. Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity. ENTROPY (BASEL, SWITZERLAND) 2021; 23:898. [PMID: 34356439 PMCID: PMC8304895 DOI: 10.3390/e23070898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/29/2021] [Accepted: 07/10/2021] [Indexed: 11/17/2022]
Abstract
Atrial fibrillation (AF) is the most common cardiac arrhythmia. At present, cardiac ablation is the main treatment procedure for AF. To guide and plan this procedure, it is essential for clinicians to obtain patient-specific 3D geometrical models of the atria. For this, there is an interest in automatic image segmentation algorithms, such as deep learning (DL) methods, as opposed to manual segmentation, an error-prone and time-consuming method. However, to optimize DL algorithms, many annotated examples are required, increasing acquisition costs. The aim of this work is to develop automatic and high-performance computational models for left and right atrium (LA and RA) segmentation from a few labelled MRI volumetric images with a 3D Dual U-Net algorithm. For this, a supervised domain adaptation (SDA) method is introduced to infer knowledge from late gadolinium enhanced (LGE) MRI volumetric training samples (80 LA annotated samples) to a network trained with balanced steady-state free precession (bSSFP) MR images of limited number of annotations (19 RA and LA annotated samples). The resulting knowledge-transferred model SDA outperformed the same network trained from scratch in both RA (Dice equals 0.9160) and LA (Dice equals 0.8813) segmentation tasks.
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Affiliation(s)
- Marta Saiz-Vivó
- Instituto de Investigación e Innovación en Bioingeniería, Universitat Politècnica de València, 46022 Valencia, Spain; (M.S.-V.); (V.N.)
| | - Adrián Colomer
- Instituto de Investigación e Innovación en Bioingeniería, Universitat Politècnica de València, 46022 Valencia, Spain; (M.S.-V.); (V.N.)
| | - Carles Fonfría
- Radiology Department, La Fe University and Polytechnic Hospital, 46026 Valencia, Spain; (C.F.); (L.M.-B.)
| | - Luis Martí-Bonmatí
- Radiology Department, La Fe University and Polytechnic Hospital, 46026 Valencia, Spain; (C.F.); (L.M.-B.)
- Biomedical Imaging Research Group (GIBI230-PREBI), La Fe Health Research Institute, 46026 Valencia, Spain
| | - Valery Naranjo
- Instituto de Investigación e Innovación en Bioingeniería, Universitat Politècnica de València, 46022 Valencia, Spain; (M.S.-V.); (V.N.)
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465
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Lin Y, Liu H, Cui C, Lin Z, Zhang Y, Zhu Y, Ju W, Chen M. Early onset atrial lesions in a patient with a novel LMNA frameshift mutation. Hum Mol Genet 2021; 30:2255-2262. [PMID: 34240207 DOI: 10.1093/hmg/ddab186] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 06/30/2021] [Accepted: 07/02/2021] [Indexed: 11/12/2022] Open
Abstract
Genetic mutations in the lamin A/C gene (LMNA) have been linked to cardiomyopathy. Different mutational sites exhibit different clinical manifestations and prognoses. Herein, we identified a novel LMNA frameshift mutation, p.P485Tfs*67, from a patient with early-onset atrial disease. To verify the pathogenicity of this variation, a transgenic zebrafish model was constructed, which demonstrated that adult zebrafish with the LMNA mutation showed an abnormal ECG and impaired myocardial structure. Our study suggests the atrial pathogenicity of the LMNA-P485Tfs mutation, which is helpful to understand the function of the Ig-like domain of lamin A/C.
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Affiliation(s)
- Yongping Lin
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Hailei Liu
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Chang Cui
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Zhiqiao Lin
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yike Zhang
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Yue Zhu
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Weizhu Ju
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
| | - Minglong Chen
- Division of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210029, China
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466
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Al Tannir AH, Refaat MM. Impact of pre-ablation weight loss on the success of catheter ablation for atrial fibrillation. J Cardiovasc Electrophysiol 2021; 32:2105-2106. [PMID: 34216054 DOI: 10.1111/jce.15145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 06/28/2021] [Indexed: 11/26/2022]
Affiliation(s)
- Abdul Hafiz Al Tannir
- Division of Cardiology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Marwan M Refaat
- Division of Cardiology, Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
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467
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Zhang T, Wu Y, Hu Z, Xing W, Lv K, Wang D, Hu N. Small molecule ISRIB reduces susceptibility to postinfarct atrial fibrillation in rats via inhibition of integrated stress responses. J Pharmacol Exp Ther 2021; 378:197-206. [PMID: 34215702 DOI: 10.1124/jpet.121.000491] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 06/23/2021] [Indexed: 11/22/2022] Open
Abstract
Phosphorylation of the eukaryotic translation initiation factor 2 α-subunit (eIF2ɑ),which subsequently upregulates activating transcription factor 4 (ATF4), is the core event in the integrated stress response (ISR) pathway. Previous studies indicate phosphorylation of eIF2ɑ in atrial tissue in response to atrial fibrillation (AF). This study investigated the role of ISR pathway in experimental AF by using a small-molecule ISR inhibitor (ISRIB). Accordingly, rats were subjected to coronary artery occlusion to induce myocardial infarction (MI), or sham operation, and received either trans-ISRIB (2 mg/kg/day, i.p.) or vehicle for seven days. Thereafter, animals were subjected to the AF inducibility test by transesophageal rapid burst pacing followed by procurement of left atrium (LA) for assessment of atrial fibrosis, inflammatory indices, autophagy-related proteins, ISR activation, ion channel, and connexin43 expression. Results showed a significant increase in the AF vulnerability and the activation of ISR in LA as evidenced by enhanced eIF2α phosphorylation. ISRIB treatment suppressed upregulation of ATF4, fibrosis as indexed by determination of α-smooth muscle actin and collagen levels, inflammatory macrophage infiltration (i.e., CD68 and iNOS/CD68-positive macrophage) and autophagy as determined by expression of LC3. Further, ISRIB treatment reversed the expression of relevant ion channel (i.e., Nav1.5, Cav1.2, and Kv4.3) and Cx43 remodeling. Collectively, the results suggest that the ISR is a key pathway in pathogenesis of AF, post-MI, and represents a novel target for treatment of AF. Significance Statement Activation of integrated stress response (ISR) pathway as evidenced by enhanced eIF2α phosphorylation in left atrium plays a key role in atrial fibrillation (AF). A small-molecule ISR inhibitor (ISRIB) reduces AF and atrial arrhythmogenic substrate. The mechanism of ISRIB may be mediated by suppressing ISR pathway-related cardiac fibrosis, inflammatory macrophage infiltration, autophagy, and restoring the expression of ion channel and Cx43. This study suggests a key dysfunctional role for ISR in pathogenesis of AF with implications for novel treatment.
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Affiliation(s)
- Ting Zhang
- Department of Psychology, First Affiliated Hospital of Wannan Medical College, China
| | - Yong Wu
- Department of Gerontology, First Affiliated Hospital of Wannan Medical College, China
| | - Zhengtao Hu
- Department of Gerontology, First Affiliated Hospital of Wannan Medical College, China
| | - Wen Xing
- Department of Gerontology, First Affiliated Hospital of Wannan Medical College, China
| | - Kun Lv
- Key Laboratory of Non-coding RNA Transformation Research of Anhui Higher Education Institution, The First Affiliated Hospital of Wannan Medical College, China
| | - Deguo Wang
- Department of Gerontology, First Affiliated Hospital of Wannan Medical College, China
| | - Nengwei Hu
- Department of Pharmacology & Therapeutics and Institute of Neuroscience, Trinity College,Dublin university, Ireland
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468
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Masterson Creber R, Turchioe MR. Returning Cardiac Rhythm Data to Patients: Opportunities and Challenges. Card Electrophysiol Clin 2021; 13:555-567. [PMID: 34330381 PMCID: PMC8328196 DOI: 10.1016/j.ccep.2021.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Spurred by federal legislation, professional organizations, and patients themselves, patient access to data from electronic cardiac devices is increasingly transparent. Patients can collect data through consumer devices and access data traditionally shared only with health care providers. These data may improve screening, self-management, and shared decision-making for cardiac arrhythmias, but challenges remain, including patient comprehension, communication with providers, and sustained engagement. Ways to address these challenges include leveraging visualizations that support comprehension, involving patients in designing and developing patient-facing digital tools, and establishing clear practices and goals for data exchange with health care providers.
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Affiliation(s)
- Ruth Masterson Creber
- Division of Health Informatics, Weill Cornell Medicine, 425 E 61st St, Floor 3, New York, NY 10065, USA.
| | - Meghan Reading Turchioe
- Division of Health Informatics, Weill Cornell Medicine, 425 E 61st St, Floor 3, New York, NY 10065, USA
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469
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Calderón-Garcidueñas L, González-Maciel A, Reynoso-Robles R, Rodríguez-López JL, Silva-Pereyra HG, Labrada-Delgado GJ, Pérez-Guillé B, Soriano-Rosales RE, Jiménez-Bravo Luna MA, Brito-Aguilar R, Mukherjee PS, Gayosso-Chávez C, Delgado-Chávez R. Environmental Fe, Ti, Al, Cu, Hg, Bi, and Si Nanoparticles in the Atrioventricular Conduction Axis and the Associated Ultrastructural Damage in Young Urbanites: Cardiac Arrhythmias Caused by Anthropogenic, Industrial, E-Waste, and Indoor Nanoparticles. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:8203-8214. [PMID: 34081443 DOI: 10.1021/acs.est.1c01733] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Air pollution exposure is a risk factor for arrhythmia. The atrioventricular (AV) conduction axis is key for the passage of electrical signals to ventricles. We investigated whether environmental nanoparticles (NPs) reach the AV axis and whether they are associated with ultrastructural cell damage. Here, we demonstrate the detection of the shape, size, and composition of NPs by transmission electron microscopy (TEM) and energy-dispersive X-ray spectrometry (EDX) in 10 subjects from Metropolitan Mexico City (MMC) with a mean age of 25.3 ± 5.9 and a 71-year-old subject without cardiac pathology. We found that in every case, Fe, Ti, Al, Hg, Cu, Bi, and/or Si spherical or acicular NPs with a mean size of 36 ± 17 nm were present in the AV axis in situ, freely and as conglomerates, within the mitochondria, sarcomeres, lysosomes, lipofuscin, and/or intercalated disks and gap junctions of Purkinje and transitional cells, telocytes, macrophages, endothelium, and adjacent atrial and ventricular fibers. Erythrocytes were found to transfer NPs to the endothelium. Purkinje fibers with increased lysosomal activity and totally disordered myofilaments and fragmented Z-disks exhibited NP conglomerates in association with gap junctions and intercalated disks. AV conduction axis pathology caused by environmental NPs is a plausible and modifiable risk factor for understanding common arrhythmias and reentrant tachycardia. Anthropogenic, industrial, e-waste, and indoor NPs reach pacemaker regions, thereby increasing potential mechanisms that disrupt the electrical impulse pathways of the heart. The cardiotoxic, oxidative, and abnormal electric performance effects of NPs in pacemaker locations warrant extensive research. Cardiac arrhythmias associated with nanoparticle effects could be preventable.
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Affiliation(s)
- Lilian Calderón-Garcidueñas
- The University of Montana, 32 Campus Drive, 287 Skaggs Building, Missoula, Montana 59812, United States
- Universidad del Valle de México, Ciudad de México 14370, México
| | | | | | | | - Hector G Silva-Pereyra
- Instituto Potosino de Investigación Científica y Tecnológica A. C., San Luis Potosí 78216, México
| | - Gladis J Labrada-Delgado
- Instituto Potosino de Investigación Científica y Tecnológica A. C., San Luis Potosí 78216, México
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470
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Wang N, Qiu S, Yang Y, Zhang C, Gu ZC, Qian Y. Physician-Pharmacist Collaborative Clinic Model to Improve Anticoagulation Quality in Atrial Fibrillation Patients Receiving Warfarin: An Analysis of Time in Therapeutic Range and a Nomogram Development. Front Pharmacol 2021; 12:673302. [PMID: 34177585 PMCID: PMC8220138 DOI: 10.3389/fphar.2021.673302] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Accepted: 05/28/2021] [Indexed: 12/23/2022] Open
Abstract
Background: Poor time in therapeutic range (TTR) control is associated with an increased risk of stroke and bleeding in atrial fibrillation (AF) patients receiving warfarin. This study aimed to determine whether the physician–pharmacist collaborative clinic (PPCC) model could improve the anticoagulation quality as well as to create a nomogram for predicting anticoagulation quality in AF patients. Methods: This retrospective observational study enrolled AF patients who either initially received warfarin or returned to warfarin after withdrawal between January 1, 2016 and January 1, 2021, at our institution. The primary outcome was dynamic changes in TTRs (a TTR of ≥60% considered high anticoagulation quality). The secondary outcomes were thromboembolic and bleeding events during follow-up. We compared the dynamic changes in TTRs between the general clinic (GC) and PPCC groups in both the original and propensity score matching (PSM) cohorts. In addition, we explored the potential predictors of high anticoagulation quality and subsequently formulated a nomogram to predict anticoagulation quality. Results: A total of 265 patients with AF were included, comprising 57 patients in the PPCC group and 208 patients in the GC group. During a median follow-up period of 203 days, the PPCC group had a shorter time (76 vs. 199 days, p < 0.001) and more patients achieved a TTR ≥60% (73.7 vs. 47.1%, p = 0.002 by log-rank test) than the GC group. The results from the PSM cohort confirmed this finding. No significant differences in the incidences of thromboembolic events (5.3 vs. 5.3%, p = 1.000) and bleeding events (4.3 vs. 3.5%, p = 1.000) were observed between the two groups. Four variables were explored as predictors related to high anticoagulation quality: treatment within a PPCC, history of bleeding, history of bleeding, and the presence of more than four comorbidities. The nomogram revealed a moderate predictive ability (c-index: 0.718, 95% confidence interval (95%CI): 0.669–0.767) and a moderately fitted calibration curve. Conclusion: The PPCC model contributed to improved anticoagulation quality in AF patients receiving warfarin. The nomogram might be an effective tool to predict anticoagulation quality and could aid physicians and pharmacists in the selection of patients who will likely benefit from sustained and active intervention.
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Affiliation(s)
- Na Wang
- Department of Pharmacy, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Sha Qiu
- Department of Pharmacy, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Ya Yang
- Department of Infection Control, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Chi Zhang
- Department of Pharmacy, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China.,Shanghai Anticoagulation Pharmacist Alliance, Shanghai Pharmaceutical Association, Shanghai, China
| | - Zhi-Chun Gu
- Department of Pharmacy, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China.,Shanghai Anticoagulation Pharmacist Alliance, Shanghai Pharmaceutical Association, Shanghai, China.,Chinese Society of Cardiothoracic and Vascular Anesthesiology, Beijing, China
| | - Yan Qian
- Department of Pharmacy, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
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471
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Nattel S, Lip GYH, Filgueiras-Rama D, Dobrev D. Challenges and opportunities in improving the management of atrial fibrillation: recent research advances and their clinical translation. Cardiovasc Res 2021; 117:1609-1611. [PMID: 34086918 DOI: 10.1093/cvr/cvab170] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Affiliation(s)
- Stanley Nattel
- Department of Medicine and Research Center, Montreal Heart Institute and Université de Montréal, 3655 Promenade Sir William Osler, Montreal QC, H3G 1Y6, Canada.,Department of Pharmacology and Therapeutics, McGill University, 5000 Belanger St E, Montreal, Quebec H1T 1C8, Canada.,IHU LIRYC and Fondation Bordeaux Université, Avenue du Haut Lévêque, 33600 Pessac, Bordeaux, France.,Institute of Pharmacology, West German Heart and Vascular Center, University Duisburg-Essen, Hufelandstr. 55, 45122-Essen, Germany
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, University of Liverpool, Liverpool L7 8TX, UK.,Department of Clinical Medicine, Aalborg University, Sondre Skovvej 15, 9000 Aalborg, Denmark
| | - David Filgueiras-Rama
- Myocardial Pathophysiology Area, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Cardiovascular Institute, Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Melchor Fernández Almagro 3, Madrid 28029, Spain
| | - Dobromir Dobrev
- Department of Medicine and Research Center, Montreal Heart Institute and Université de Montréal, 3655 Promenade Sir William Osler, Montreal QC, H3G 1Y6, Canada.,Institute of Pharmacology, West German Heart and Vascular Center, University Duisburg-Essen, Hufelandstr. 55, 45122-Essen, Germany.,Department of Molecular Physiology & Biophysics, Baylor College of Medicine, One Baylor Plaza, BCM335, Houston, TX, 77030, USA
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472
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Kirgizova MA, Savenkova GM, Kurlov IO, Krivolapov SN, Batalov RE, Popov SV. Anticoagulant therapy in patients with atrial fibrillation and an implanted cardiac resynchronization therapy device. КАРДИОВАСКУЛЯРНАЯ ТЕРАПИЯ И ПРОФИЛАКТИКА 2021. [DOI: 10.15829/1728-8800-2021-2714] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Aim. To study the efficacy and safety of direct oral anticoagulant (DOAC) therapy after implantation of cardiac resynchronization therapy (CRT) devices in atrial fibrillation (AF) patients with coronary artery disease (CAD) and dilated cardiomyopathy (DCM).Material and methods. The study included 93 patients followed up from 2014 to 2016 (71 men and 22 women) aged 33-85 years (59,7±10,6) with stable CAD (group 1, n=44) and DCM (group 2, n=49). All patients were diagnosed with AF. The left ventricular ejection fraction (LVEF) was 30,6±3,8%; the left ventricular end-diastolic dimension was 230,9±60,8 mm. All patients received anticoagulants for the prevention of thromboembolic events: a vitamin K antagonist (warfarin) or DOAC. The analysis of medical records, as well as ECG records, echocardiographic, 24-hour ECG monitoring data and information from implanted device was carried out. The follow-up period lasted 24 months.Results. After 24-month follow-up, positive dynamics was noted in all patients — LVEF increased from 30,6±3,7% to 39,5±5,8%). In patients with DCM, a more pronounced increase in myocardial contractile function was noted. Stroke within time interval from 12 to 24 months developed in two patients taking warfarin, from different groups. Transient ischemic attacks were observed in 6 patients: in one patient from group 1 during the period from inclusion and 12-month visit, and in 5 patients from 12 to 24 months. Out of 5 patients, two belonged to group 1 and three — to group 2, while one patient took aspirin and the other 4 — warfarin. One patient from group 1 with persistent AF and vitamin K antagonist therapy had left atrial appendage thrombosis. Hemorrhagic strokes and major bleeding have not been reported.Conclusion. Among patients taking DOAC, regardless of the underlying disease (CAD or DCM) and response to CRT, bleeding events were less often recorded, and there were no thromboembolic events.
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Affiliation(s)
- M. A. Kirgizova
- Cardiology Research Institute, Tomsk National Research Medical Center
| | - G. M. Savenkova
- Cardiology Research Institute, Tomsk National Research Medical Center
| | - I. O. Kurlov
- Cardiology Research Institute, Tomsk National Research Medical Center
| | - S. N. Krivolapov
- Cardiology Research Institute, Tomsk National Research Medical Center
| | - R. E. Batalov
- Cardiology Research Institute, Tomsk National Research Medical Center
| | - S. V. Popov
- Cardiology Research Institute, Tomsk National Research Medical Center
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473
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Medlinskiene K, Richardson S, Fylan B, Stirling K, Rattray M, Petty D. Patient Perspectives on Factors Affecting Direct Oral Anticoagulant Use for Stroke Prevention in Atrial Fibrillation. Patient Prefer Adherence 2021; 15:953-966. [PMID: 34007161 PMCID: PMC8121672 DOI: 10.2147/ppa.s302016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Accepted: 03/02/2021] [Indexed: 01/31/2023] Open
Abstract
INTRODUCTION Oral anticoagulant therapy choices for patients with atrial fibrillation (AF) expanded in the last decade with the introduction of direct oral anticoagulants (DOAC). However, the implementation of DOACs was slow and varied across different health economies in England. There is limited evidence on the patient role in the uptake of new medicines, including DOACs, apart from considering their demographic and clinical characteristics. Hence, this study aimed to address the gap by exploring the view of patients with AF on factors affecting DOAC use. METHODS A qualitative study using semi-structured interviews was conducted in three health economies in the North of England. Adult patients (>18 years) diagnosed with non-valvular AF, prescribed an oral anticoagulant (vitamin K antagonist or DOAC), and able to give written consent were recruited. Data were collected between August 2018 and April 2019. Audio recorded interviews were transcribed verbatim and analyzed using the framework method. RESULTS Four themes with eleven subthemes discussed identified factors affecting the use of DOACs. They were linked to limited healthcare financial and workforce resources, patient involvement in decision-making, patient knowledge about DOACs, safety concerns about oral anticoagulants, and oral anticoagulant therapy impact on patients' daily lives. Lack of a) opportunities to voice patient preferences and b) information on available therapy options resulted in some patients experiencing difficulties with the prescribed therapy. This was reported to cause negative impact on their daily lives, adherence, and overall satisfaction with the therapy. CONCLUSION Greater patient involvement in decision-making could prevent and resolve difficulties encountered by some patients and potentially improve outcomes plus increase the uptake of DOACs.
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Affiliation(s)
- Kristina Medlinskiene
- Medicine Optimisation Research Group, School of Pharmacy and Medical Sciences, University of Bradford, Bradford, UK
- Medicine Management and Pharmacy Services, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Susan Richardson
- Department of Management, Huddersfield Business School, University of Huddersfield, Huddersfield, HD1 3DH, UK
| | - Beth Fylan
- Medicine Optimisation Research Group, School of Pharmacy and Medical Sciences, University of Bradford, Bradford, UK
- Wolfson Centre for Applied Health Research, Bradford, BD9 6RJ, UK
- Bradford Institute for Health Research, NIHR Patient Safety Translational Research Centre, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, BD9 6RJ, UK
| | - Katherine Stirling
- Medicine Management and Pharmacy Services, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Marcus Rattray
- Medicine Optimisation Research Group, School of Pharmacy and Medical Sciences, University of Bradford, Bradford, UK
- Wolfson Centre for Applied Health Research, Bradford, BD9 6RJ, UK
| | - Duncan Petty
- Medicine Optimisation Research Group, School of Pharmacy and Medical Sciences, University of Bradford, Bradford, UK
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474
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Lee DI, Murninkas M, Elyagon S, Etzion Y, Anderson HD. Cannabinoid Receptor Agonist Inhibits Atrial Electrical Remodeling in a Tachypaced Ex Vivo Rat Model. Front Pharmacol 2021; 12:642398. [PMID: 33967775 PMCID: PMC8100753 DOI: 10.3389/fphar.2021.642398] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 03/16/2021] [Indexed: 12/17/2022] Open
Abstract
Introduction: Atrial fibrillation (AF) leads to rate-dependent atrial changes collectively defined as atrial remodelling (AR). Shortening of the atrial effective refractory period (AERP) and decreased conduction velocity are among the hallmarks of AR. Pharmacological strategies to inhibit AR, thereby reducing the self-perpetual nature of AF, are of great clinical value. Cannabinoid receptor (CBR) ligands may exert cardioprotective effects; CB13, a dual CBR agonist with limited brain penetration, protects cardiomyocytes from mitochondrial dysfunction induced by endothelin-1. Here, we examined the effects of CB13 on normal physiology of the rat heart and development of tachypacing-induced AR. Methods: Rat hearts were perfused in a Langendorff set-up with CB13 (1 µM) or vehicle. Hemodynamic properties of non-paced hearts were examined conventionally. In a different set of hearts, programmed stimulation protocol was performed before and after atrial tachypacing for 90 min using a mini-hook platinum quadrupole electrode inserted on the right atrium. Atrial samples were further assessed by western blot analysis. Results: CB13 had no effects on basal hemodynamic properties. However, the compound inhibited tachypacing-induced shortening of the AERP. Protein expression of PGC1α was significantly increased by CB13 compared to vehicle in paced and non-paced hearts. Phosphorylation of AMPKα at residue threonine 172 was increased suggesting upregulation of mitochondrial biogenesis. Connexin43 was downregulated by tachypacing. This effect was diminished in the presence of CB13. Conclusion: Our findings support the notion that peripheral activation of CBR may be a new treatment strategy to prevent AR in patients suffering from AF, and therefore warrants further study.
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Affiliation(s)
- Danielle I Lee
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.,Canadian Centre for Agri-Food Research in Health and Medicine (CCARM), Albrechtsen Research Centre, St Boniface Hospital, Winnipeg, MB, Canada
| | - Michael Murninkas
- Cardiac Arrhythmia Research Laboratory, Department of Physiology and Cell Biology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Regenerative Medicine and Stem Cell Research Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Sigal Elyagon
- Cardiac Arrhythmia Research Laboratory, Department of Physiology and Cell Biology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Regenerative Medicine and Stem Cell Research Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Yoram Etzion
- Cardiac Arrhythmia Research Laboratory, Department of Physiology and Cell Biology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.,Regenerative Medicine and Stem Cell Research Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Hope D Anderson
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.,Canadian Centre for Agri-Food Research in Health and Medicine (CCARM), Albrechtsen Research Centre, St Boniface Hospital, Winnipeg, MB, Canada
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475
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Ponamgi SP, Siontis KC, Rushlow DR, Graff-Radford J, Montori V, Noseworthy PA. Screening and management of atrial fibrillation in primary care. BMJ 2021; 373:n379. [PMID: 33846159 DOI: 10.1136/bmj.n379] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Atrial fibrillation is a common chronic disease seen in primary care offices, emergency departments, inpatient hospital services, and many subspecialty practices. Atrial fibrillation care is complicated and multifaceted, and, at various points, clinicians may see it as a consequence and cause of multi-morbidity, as a silent driver of stroke risk, as a bellwether of an acute medical illness, or as a primary rhythm disturbance that requires targeted treatment. Primary care physicians in particular must navigate these priorities, perspectives, and resources to meet the needs of individual patients. This includes judicious use of diagnostic testing, thoughtful use of novel therapeutic agents and procedures, and providing access to subspecialty expertise. This review explores the epidemiology, screening, and risk assessment of atrial fibrillation, as well as management of its symptoms (rate and various rhythm control options) and stroke risk (anticoagulation and other treatments), and offers a model for the integration of the components of atrial fibrillation care.
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Affiliation(s)
- Shiva P Ponamgi
- Division of Hospital Internal Medicine, Mayo Clinic Health System, Austin, MN, USA
| | | | - David R Rushlow
- Department of Family Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | | | - Victor Montori
- Division of Endocrinology, Mayo Clinic, Rochester, MN, USA
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN, USA
| | - Peter A Noseworthy
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN, USA
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476
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Hammoudeh AJ, Khader Y, Kadri N, Al-Mousa E, Badaineh Y, Habahbeh L, Tabbalat R, Janabi H, Alhaddad IA. Adherence to the 2019 AHA/ACC/HRS Focused Update of the 2014 AHA/ACC/HRS Guideline on the Use of Oral Anticoagulant Agents in Middle Eastern Patients with Atrial Fibrillation: The Jordan Atrial Fibrillation (JoFib) Study. Int J Vasc Med 2021; 2021:5515089. [PMID: 33898065 PMCID: PMC8052172 DOI: 10.1155/2021/5515089] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 03/15/2021] [Accepted: 03/25/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND There is a scarcity of studies that evaluate adherence to the utilization of guideline-recommended oral anticoagulant agents (OACs) in patients with atrial fibrillation (AF) in the Middle East. The Jordan Atrial Fibrillation (JoFib) Study evaluated baseline clinical profiles and the utilization of OACs, including vitamin K antagonists (VKAs) and direct OACs (DOACs), in patients with valvular AF (VAF) and nonvalvular AF (NVAF) according to the 2019 focused update of the 2014 AHA/ACC/HRS guidelines. METHODS Consecutive patients with AF were enrolled in 29 hospitals and outpatient clinics. The use of OACs was evaluated in patients with VAF and NVAF according to the prespecified guideline. RESULTS Of 2000 patients, 177 (8.9%) had VAF and 1823 (91.1%) had NVAF. A VKA was prescribed for 88.1% of the VAF group. In the NVAF group, 1468 (80.5%) of patients had a high CHA2DS2-VASc score, i.e., a score of ≥3 in women and ≥2 in men; 202 (11.1%) patients had an intermediate CHA2DS2-VASc score, i.e., a score of 2 in women and 1 in men; and 153 (8.4%) patients had a low CHA2DS2-VASc score, i.e., a score of 1 in women and 0 in men. Of patients with a high CHA2DS2-VASc score, 1204 (82.0%) received OACs, including DOACs for 784 (53.4%) and VKA for 420 (28.6%) patients. Among patients with an intermediate score, OACs were prescribed for 148 (73.3%) patients, including 107 (53.0%) who received DOACs and 41 (20.3%) patients who received VKA. In patients with a low score, OACs were omitted in 94 (61.4%) patients and prescribed for 59 (38.6%) patients. Multivariate analysis showed that age between 50 and 70 years, CHA2DS2-VASc score of ≥2, a diagnosis of stroke or systemic embolization, and nonparoxysmal AF were significantly associated with increased odds of OAC prescription. CONCLUSIONS The current status of the utilization of OACs in Middle Eastern AF patients appears to be promising and is consistent with the 2019 focused update of the 2014 AHA/ACC/HRS guideline. This trial is registered with NCT03917992.
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Affiliation(s)
- Ayman J. Hammoudeh
- Cardiology Department, Istishari Hospital, 44 Kindi Street Amman 11184, Jordan
| | - Yousef Khader
- Department of Public Health, Jordan University of Science and Technology School of Medicine, 3030 Ramtha Street, P.O. Box 3030, Irbid 22110, Jordan
| | - Nazih Kadri
- Electrophysiology and General Cardiology Sections, Cardiology Department, Abdali Hospital, 1 Al-Istethmar Street, Abdali Boulevard, Amman 11190, Jordan
| | - Eyas Al-Mousa
- Cardiology Department, Istishari Hospital, 44 Kindi Street Amman 11184, Jordan
| | - Yahya Badaineh
- Cardiology Department, Istishari Hospital, 44 Kindi Street Amman 11184, Jordan
| | - Laith Habahbeh
- Cardiology Department, Istishari Hospital, 44 Kindi Street Amman 11184, Jordan
| | - Ramzi Tabbalat
- Electrophysiology and General Cardiology Sections, Cardiology Department, Abdali Hospital, 1 Al-Istethmar Street, Abdali Boulevard, Amman 11190, Jordan
| | - Hesham Janabi
- Intensive Care Unit, Istishari Hospital, 44 Kindi Street, Amman 11184, Jordan
| | - Imad A. Alhaddad
- Cardiology Department, Aqaba Isl Hospital, 15 Sharif Shaker Ben Zaidstreet, Aqaba 77110, Jordan
- Cardiology Department, Jordan Hospital, 9 Nuzha Street, Amman 11196, Jordan
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477
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Liu L, Yu Y, Hu LL, Dong QB, Hu F, Zhu LJ, Liang Q, Yu LL, Bao HH, Cheng XS. Potential Target Genes in the Development of Atrial Fibrillation: A Comprehensive Bioinformatics Analysis. Med Sci Monit 2021; 27:e928366. [PMID: 33741890 PMCID: PMC7989062 DOI: 10.12659/msm.928366] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
Background Atrial fibrillation (AF) is the most prevalent arrhythmia worldwide. Although it is not life-threatening, the accompanying rapid and irregular ventricular rate can lead to hemodynamic deterioration and obvious symptoms, especially the risk of cerebrovascular embolism. Our study aimed to identify novel and promising genes that could explain the underlying mechanism of AF development. Material/Methods Expression profiles GSE41177, GSE79768, and GSE14975 were acquired from the Gene Expression Omnibus Database. R software was used for identifying differentially expressed genes (DEGs), and Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were subsequently performed. A protein–protein interaction network was constructed in Cytoscape software. Next, a least absolute shrinkage and selection operator (LASSO) model was constructed and receiver-operating characteristic curve analysis was conducted to assess the specificity and sensitivity of the key genes. Results We obtained 204 DEGs from the datasets. The DEGs were mostly involved in immune response and cell communication. The primary pathways of the DEGs were related to the course or maintenance of autoimmune and chronic inflammatory diseases. The top 20 hub genes (high scores in cytoHubba) were selected in the PPI network. Finally, we identified 6 key genes (FCGR3B, CLEC10A, FPR2, IGSF6, S100A9, and S100A12) via the LASSO model. Conclusions We present 6 target genes that are potentially involved in the molecular mechanisms of AF development. In addition, these genes are likely to serve as potential therapeutic targets.
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Affiliation(s)
- Liang Liu
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Yun Yu
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Long-Long Hu
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Quan-Bin Dong
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Feng Hu
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Ling-Juan Zhu
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Qian Liang
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Ling-Ling Yu
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Hui-Hui Bao
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
| | - Xiao-Shu Cheng
- Department of Cardiology, Second Affiliated Hospital, and Research Institute of Cardiovascular Diseases, Nanchang University, Nanchang, Jiangxi, China (mainland)
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478
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Rahimi M, Taban-Sadeghi M, Nikniaz L, Pashazadeh F. The relationship between preoperative serum vitamin D deficiency and postoperative atrial fibrillation: A systematic review and meta-analysis. J Cardiovasc Thorac Res 2021; 13:102-108. [PMID: 34326963 PMCID: PMC8302893 DOI: 10.34172/jcvtr.2021.25] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 01/24/2021] [Indexed: 11/09/2022] Open
Abstract
Postoperative atrial fibrillation (POAF) is the most common arrhythmia seen in the first days following cardiac surgeries. Recently, there is a growing discussion regarding the link between vitamin D deficiency and POAF development. This systematic review and meta-analysis of the observational studies aimed at evaluating the association between preoperative vitamin D deficiency and Postoperative atrial fibrillation. In this study, using PubMed, Scopus, Google Scholar, EMBASE, Web of Science, and Cochrane Libraries, we searched for records published before July 2020. Two reviewers screened for studies that examined the relationship between preoperative vitamin D levels and the generation of POAF. Data regarding study design, patient characteristics, definition of atrial fibrillation (AF), type of surgery, vitamin D levels, and measurement methods were extracted. Five studies were included in the meta-analysis. Our primary analysis showed a significant relationship between preoperative levels of vitamin D and POAF development (mean differences (MD) = -2.851, 95% confidence interval (CI) =-5.506 to -0.195; P value 0.035). Our meta-analysis suggested serum vitamin D deficiency is associated with an increased risk of POAF development. Further large scale interventional studies are needed to explore whether vitamin D supplementation will prevent POAF.
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Affiliation(s)
- Mehran Rahimi
- Student Research Committee, Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
- Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Leila Nikniaz
- Tabriz Health Services Management Research Center, Health Management and Safety Promotion Research Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Fariba Pashazadeh
- Research Center for Evidence-based Medicine, Iranian EBM Centre: A Joanna Briggs Institute (JBI) Centre of Excellence, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
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479
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Mohanty S, Della Rocca DG, Gianni C, Trivedi C, Mayedo AQ, MacDonald B, Natale A. Predictors of recurrent atrial fibrillation following catheter ablation. Expert Rev Cardiovasc Ther 2021; 19:237-246. [PMID: 33678103 DOI: 10.1080/14779072.2021.1892490] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Atrial fibrillation (AF) is a complex and multi-factorial rhythm disorder. Catheter ablation is widely used for the management of AF. However, it is limited by relapse of the arrhythmia necessitating repeat procedures. AREAS COVERED This review aims to discuss the predictors of post-ablation recurrent AF including age, gender, genetic predisposition, AF type and duration, comorbidities, lifestyle factors, echocardiographic parameters of heart chambers, left atrial fibrosis and ablation strategies and targets. An extensive literature search was undertaken on PubMed and Google Scholar to obtain full texts of relevant AF-related articles. EXPERT OPINION Maintenance of stable sinus rhythm is the main intended outcome of AF ablation. Therefore, it is very crucial to identify the risk factors that may influence the ablation success. Most of these predictors such as comorbidities, ablation strategy and targets and lifestyle factors are either reversible or modifiable. Thus, not only the awareness of these known risk factors by both patients and their physicians but also future research to identify the unknown predictors are critical to optimize care in this multi-faceted morbidity.
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Affiliation(s)
- Sanghamitra Mohanty
- Texas Cardiac Arrhythmia Institute, St. David's Medical Center, Austin, TX, USA
| | | | - Carola Gianni
- Texas Cardiac Arrhythmia Institute, St. David's Medical Center, Austin, TX, USA
| | - Chintan Trivedi
- Texas Cardiac Arrhythmia Institute, St. David's Medical Center, Austin, TX, USA
| | | | - Bryan MacDonald
- Texas Cardiac Arrhythmia Institute, St. David's Medical Center, Austin, TX, USA
| | - Andrea Natale
- Texas Cardiac Arrhythmia Institute, St. David's Medical Center, Austin, TX, USA.,Department of electrophysiology, Interventional Electrophysiology, Scripps Clinic, San Diego, CA, USA.,Metro Health Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA
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480
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Predicting major bleeding among hospitalized patients using oral anticoagulants for atrial fibrillation after discharge. PLoS One 2021; 16:e0246691. [PMID: 33657116 PMCID: PMC7928472 DOI: 10.1371/journal.pone.0246691] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 01/23/2021] [Indexed: 11/19/2022] Open
Abstract
Aim Real-world predictors of major bleeding (MB) have been well-studied among warfarin users, but not among all direct oral anticoagulant (DOAC) users diagnosed with atrial fibrillation (AF). Thus, our goal was to build a predictive model of MB for new users of all oral anticoagulants (OAC) with AF. Methods We identified patients hospitalized for any cause and discharged alive in the community from 2011 to 2017 with a primary or secondary diagnosis of AF in Quebec’s RAMQ and Med-Echo administrative databases. Cohort entry occurred at the first OAC claim. Patients were categorized according to OAC type. Outcomes were incident MB, gastrointestinal bleeding (GIB), non-GI extracranial bleeding (NGIB) and intracranial bleeding within 1 year of follow-up. Covariates included age, sex, co-morbidities (within 3 years before cohort entry) and medication use (within 2 weeks before cohort entry). We used logistic-LASSO and adaptive logistic-LASSO regressions to identify MB predictors among OAC users. Discrimination and calibration were assessed for each model and a global model was selected. Subgroup analyses were performed for MB subtypes and OAC types. Results Our cohort consisted of 14,741 warfarin, 3,722 dabigatran, 6,722 rivaroxaban and 11,196 apixaban users aged 70–86 years old. The important MB predictors were age, prior MB and liver disease with ORs ranging from 1.37–1.64. The final model had a c-statistic of 0.63 (95% CI 0.60–0.65) with adequate calibration. The GIB and NGIB models had similar c-statistics of 0.65 (95% CI 0.63–0.66) and 0.67 (95% CI 0.64–0.70), respectively. Conclusions MB and MB subtype predictors were similar among DOAC and warfarin users. The predictors selected by our models and their discriminative potential are concordant with published data. Thus, these models can be useful tools for future pharmacoepidemiologic studies involving older oral anticoagulant users with AF.
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481
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Abstract
OBJECTIVE To evaluate whether circulating cardiac troponin I (cTnI) levels are associated with worst outcomes in patients with atrial fibrillation (AF). METHODS Consecutive patients visiting the emergency room (ER) with a new episode of a previously diagnosed AF or a new diagnosis of AF during ER admission between January 1st, 2010 and December 31st, 2015, were enrolled in the study (n = 2617). After applying exclusion criteria and eliminating repeated episodes, 2013 patients were finally included. Of these, 1080 patients with at least one cTnI measurement in the ER were selected and classified into 4 groups according to cTnI quartiles: Q1 (n = 147) cTnI <10 ng/L (Group 1); Q2 (n = 254): 10-19 ng/L (Group 2); Q3 (n = 409): 20-40 ng/L (Group 3); and Q4 (n = 270): cTnI >40 ng/L (Group 4). The median follow-up period was 47.8 ± 32.8 months. The primary endpoint was all-cause death during the follow-up. RESULTS A higher mortality was found in group 4 compared with the other groups (58.9% vs. 28.5%, respectively, p < 0.001), along with, hospitalizations (40.4% vs. 30.7%, p = 0.004), and readmissions due to decompensated heart failure (26.7% vs. 2.5%, p = 0.002). The probability of survival without AF recurrences was lower in the Q4 (p = 0.045). Moreover, cTnI levels >40 ng/L (Q4) were an independent risk factor of death (HR, 2.03; 95% CI, 1.64-2.51; p < 0.001). CONCLUSION The assessment of cTnI at ER admission could be a useful strategy for risk stratification of patients diagnosed with AF by identifying a subgroup with medium-term to long-term increased risk of adverse events and mortality.
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482
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Rowan CJ, Eskander MA, Seabright E, Rodriguez DE, Linares EC, Gutierrez RQ, Adrian JC, Cummings D, Beheim B, Tolstrup K, Achrekar A, Kraft T, Michalik DE, Miyamoto MI, Allam AH, Wann LS, Narula J, Trumble BC, Stieglitz J, Thompson RC, Thomas GS, Kaplan HS, Gurven MD. Very Low Prevalence and Incidence of Atrial Fibrillation among Bolivian Forager-Farmers. Ann Glob Health 2021; 87:18. [PMID: 33633929 PMCID: PMC7894370 DOI: 10.5334/aogh.3252] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background Atrial fibrillation is the most common arrhythmia in post-industrialized populations. Older age, hypertension, obesity, chronic inflammation, and diabetes are significant atrial fibrillation risk factors, suggesting that modern urban environments may promote atrial fibrillation. Objective Here we assess atrial fibrillation prevalence and incidence among tropical horticulturalists of the Bolivian Amazon with high levels of physical activity, a lean diet, and minimal coronary atherosclerosis, but also high infectious disease burden and associated inflammation. Methods Between 2005-2019, 1314 Tsimane aged 40-94 years (52% female) and 534 Moseten Amerindians aged 40-89 years (50% female) underwent resting 12-lead electrocardiograms to assess atrial fibrillation prevalence. For atrial fibrillation incidence assessment, 1059 (81% of original sample) Tsimane and 310 Moseten (58%) underwent additional ECGs (mean time to follow up 7.0, 1.8 years, respectively). Findings Only one (male) of 1314 Tsimane (0.076%) and one (male) of 534 Moseten (0.187%) demonstrated atrial fibrillation at baseline. There was one new (female) Tsimane case in 7395 risk years for the 1059 participants with >1 ECG (incidence rate = 0.14 per 1,000 risk years). No new cases were detected among Moseten, based on 542 risk years. Conclusion Tsimane and Moseten show the lowest levels of atrial fibrillation ever reported, 1/20 to ~1/6 of rates in high-income countries. These findings provide additional evidence that a subsistence lifestyle with high levels of physical activity, and a diet low in processed carbohydrates and fat is cardioprotective, despite frequent infection-induced inflammation. Findings suggest that atrial fibrillation is a modifiable lifestyle disease rather than an inevitable feature of cardiovascular aging.
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Affiliation(s)
| | | | - Edmond Seabright
- University of New Mexico, Department of Anthropology, New Mexico, USA
| | - Daniel Eid Rodriguez
- Universidad de San Simon, Bolivia
- Tsimane Health and Life History Project, San Borja, Beni, Bolivia
| | | | | | | | - Daniel Cummings
- University of New Mexico, Department of Anthropology, New Mexico, USA
| | - Bret Beheim
- Max Plank Institute of Evolutionary Anthropology, Department of Human Behavior, Culture and Ecology, Leipzig, Germany
| | - Kirsten Tolstrup
- Cardiology, Dept. of Medicine, University of California, San Francisco, CA, USA
| | - Abinash Achrekar
- University of New Mexico, Division of Cardiology, Albuquerque, New Mexico, USA
| | - Thomas Kraft
- University of California, Santa Barbara, Department of Anthropology, USA
| | - David E. Michalik
- Miller Children’s and Women’s Hospital Long Beach, CA, USA
- Division of Pediatric Infectious Diseases, University of California, Irvine, CA, USA
| | | | | | | | - Jagat Narula
- Icahn School of Medicine at Mount Sinai, Department of Cardiology, NY, USA
| | - Benjamin C. Trumble
- Arizona State University, School of Human Evolution and Social Change, Center for Evolution and Medicine, Arizona State University, Tempe, AZ, USA
| | | | - Randall C. Thompson
- Saint Luke’s Mid America Heart Institute, Kansas City, Missouri, USA
- University of Missouri–Kansas City, USA
| | - Gregory S. Thomas
- MemorialCare, Southern California, USA
- Division of Cardiology, University of California, Irvine, Orange, California, USA
| | - Hillard S. Kaplan
- Chapman University, Department of Health Economics and Anthropology, Economic Science Institute, Argyros School of Business and Economics, Orange, California, USA
| | - Michael D. Gurven
- University of California, Santa Barbara, Department of Anthropology, USA
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483
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Chen J, Lyu L, Shen J, Zeng C, Chen C, Wei T. The association of fracture risk in atrial fibrillation patients and long-term anticoagulant therapy category: a systematic review and meta-analysis. PeerJ 2021; 9:e10683. [PMID: 33552723 PMCID: PMC7842143 DOI: 10.7717/peerj.10683] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 12/09/2020] [Indexed: 12/16/2022] Open
Abstract
Objective Our study aimed to assess the risk of all fractures and hip fractures in patients with atrial fibrillation (AF) who took non-vitamin K antagonist oral anticoagulants (NOACs) compared to warfarin. Methods We searched PubMed, Embase, and Cochrane Library and Clinical Trials.gov Website. Reviewed related researches up to January 31, 2020, to identify studies with more than 12 months of follow-up data. The protocol for this systematic review and meta-analysis has been registered in the International Prospective Register of Systematic Reviews (PROSPERO Number: CRD42020156893). Results We included five RCT studies, and five observational studies that contained a total of 326,846 patients in our meta-analysis. Our meta-analysis showed that patients taken NOACs had no significant all fracture risk (RR = 0.91, 95% CI [0.81–1.01]) and hip fracture risk (RR = 0.92, 95% CI [0.82–1.03]) compared with those taken warfarin. Subanalysis showed that the risk of all fractures and hip fractures treated by NOACs were significant lower compared with warfarin in observational studies compared with RCT studies. Also, a subanalysis across the duration of anticoagulation showed the NOACs users have lower all fracture risk than warfarin users when the duration of anticoagulation ≤2 years (RR = 0.89, 95% CI [0.80–0.99]). Further analysis, significant lower all fracture risk in the rivaroxaban therapy (RR = 0.81; 95% CI [0.76–0.86]) compared with warfarin but no statistical significance in hip fracture. There were no significant difference of all fracture risk and hip fracture risk in dabigatran, apixaban, and edoxaban therapy compared with warfarin. Conclusion The meta-analysis demonstrated that NOACs associated with a significantly lower all fracture risk compared with warfarin when the duration of anticoagulation more than 2 years. Rivaroxaban users had lower risk of all fracture than warfarin users in AF patients. But there was no evidence to verify apixaban, edoxaban, and dabigatranin could decrease all fracture and hip fracture risk compared with warfarin.
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Affiliation(s)
- Jun Chen
- Medical College of Zhejiang University, Hangzhou, Zhejiang, China
| | - Lingchun Lyu
- Lishui Hospital of Zhejiang University School of Medicine, Lishui, Zhejiang, China
| | - Jiayi Shen
- Lishui Hospital of Zhejiang University School of Medicine, Lishui, Zhejiang, China
| | - Chunlai Zeng
- Lishui Hospital of Zhejiang University School of Medicine, Lishui, Zhejiang, China
| | - Cheng Chen
- Lishui Hospital of Zhejiang University School of Medicine, Lishui, Zhejiang, China
| | - Tiemin Wei
- Lishui Hospital of Zhejiang University School of Medicine, Lishui, Zhejiang, China
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484
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Abbas SS, Majeed T, Weaver N, Nair BR, Forder PM, Byles JE. Utility estimations of health states of older Australian women with atrial fibrillation using SF-6D. Qual Life Res 2021; 30:1457-1466. [PMID: 33550542 DOI: 10.1007/s11136-020-02748-3] [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] [Accepted: 12/23/2020] [Indexed: 11/27/2022]
Abstract
PURPOSE To estimate SF-6D utility scores for older women with atrial fibrillation (AF); calculate and compare mean utility scores for women with AF with various demographic, health behaviours, and clinical characteristics; and develop a multivariable regression model to determine factors associated with SF-6D utility scores. METHODS This study evaluated N = 1432 women diagnosed with AF from 2000 to 2015 of the old cohort (born 1921-26) of the Australian Longitudinal Study on Women's Health (ALSWH) who remained alive for at least 12 months post first recorded AF diagnosis. Self-reported data on demographics, health behaviours, health conditions, and SF-36 were obtained from the ALSWH surveys, corresponding to within three years of the date of the first record of AF diagnosis. Linked Pharmaceutical Benefits Scheme (PBS) data determined the use of oral anticoagulants and comorbid conditions, included in CHA2DS2-VA (Congestive heart failure, Hypertension, Age ≥ 75 years, Diabetes, Stroke or TIA, Vascular disease and Age 65-74 years) score calculation, were assessed using state-based hospital admissions data. Utility scores were calculated for every woman from their SF-36 responses using the SF-6D algorithm with Australian population norms. Mean utility scores were then calculated for women with various demographic, health behaviours, and clinical characteristics. Ordinary Least Square (OLS) regression modelling was performed to determine factors associated with these utility scores. Two different scenarios were used for the analysis: (1) complete-case, for women with complete data on all the SF-36 items required to estimate SF-6D (N = 584 women), and (2) Multiple Imputation (MI) for missing data, applied to missing values on SF-36 items (N = 1432 women). MI scenario was included to gauge the potential bias when using complete data only. RESULTS The mean health utility was estimated to be 0.638 ± 0.119 for the complete dataset and 0.642 ± 0.120 for the dataset where missing values were handled using MI. Using the MI technique, living in regional and remote areas ([Formula: see text]) and the use of oral anticoagulants ([Formula: see text] were positively associated with health utility compared to living in major cities and no use of anticoagulants, respectively. Difficulty to manage on available income [Formula: see text], no/low physical activity [Formula: see text], disability [Formula: see text], history of stroke ([Formula: see text] and history of arthritis [Formula: see text] were negatively associated with health utility. CONCLUSION This study presents health utility estimates for older women with AF. These estimates can be used in future clinical and economic research. The study also highlights better health utilities for women living in regional and remote areas, which requires further exploration.
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Affiliation(s)
- Shazia S Abbas
- School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Newcastle, Australia.
| | - Tazeen Majeed
- School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Newcastle, Australia
| | - Natasha Weaver
- School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Newcastle, Australia
| | - Balakrishnan R Nair
- School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Newcastle, Australia
| | - Peta M Forder
- School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Newcastle, Australia
| | - Julie E Byles
- School of Medicine and Public Health, Faculty of Health and Medicine, University of Newcastle, Newcastle, Australia
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485
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Giskes K, Lowres N, Li J, Orchard J, Hespe C, Freedman B. Atrial fibrillation self screening, management and guideline recommended therapy (AF SELF SMART): A protocol for atrial fibrillation self-screening in general practice. IJC HEART & VASCULATURE 2021; 32:100683. [PMID: 33364334 PMCID: PMC7750156 DOI: 10.1016/j.ijcha.2020.100683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 11/17/2020] [Accepted: 11/23/2020] [Indexed: 11/01/2022]
Abstract
BACKGROUND Opportunistic screening for silent atrial fibrillation (AF) is recommended to reduce stroke, but screening rates are sub-optimal in general practice. We hypothesize that patient self-screening in the waiting room may improve screening and detection of AF. METHODS AND ANALYSES This proof-of-concept study tests a purpose-designed AF self-screening station and customised software which seamlessly integrates with general practice electronic medical records and workflow. The self-screening station records a lead-1 ECG. The software automatically (1) identifies eligible patients (aged ≥65 years, no AF diagnosis) from the practice appointment diary; (2) sends eligible patients an automated SMS reminder prior to their appointment; (3) creates individualised QR code to scan at self-screening station; and (4) imports the ECG and result directly into the patients' electronic medical record. Between 5 and 8 general practices in New South Wales, Australia, will participate with an aim of 1500 patients undertaking self-screening. The main outcome measures will be the proportion of eligible patients that undertook self-screening, incidence of newly-diagnosed AF, and patient and staff experience of the self-screening process. De-identified data will be collected using a clinical audit tool, and qualitative interviews will determine patient and staff acceptability. ETHICS AND DISSEMINATION Ethics approval was received from the University of Sydney Human Research Ethics Committee in June 2019 (Project no: 2019/382) and the University of Notre Dame Human Research Ethics Committee (Project no: 019145S) in October 2019. Results will be disseminated through various forums, including peer-reviewed publication and conference presentations.Trial registration numberACTRN12620000233921.
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Affiliation(s)
- Katrina Giskes
- Department of General Practice, School of Medicine, University of Notre Dame, Sydney, Australia
- Sydney Medical School and Charles Perkins Centre, University of Sydney, Sydney, Australia
- Heart Research Institute, Sydney, New South Wales, Australia
| | - Nicole Lowres
- Sydney Medical School and Charles Perkins Centre, University of Sydney, Sydney, Australia
- Heart Research Institute, Sydney, New South Wales, Australia
| | - Jialin Li
- Sydney Medical School and Charles Perkins Centre, University of Sydney, Sydney, Australia
- Heart Research Institute, Sydney, New South Wales, Australia
| | - Jessica Orchard
- Sydney Medical School and Charles Perkins Centre, University of Sydney, Sydney, Australia
- Heart Research Institute, Sydney, New South Wales, Australia
| | - Charlotte Hespe
- Department of General Practice, School of Medicine, University of Notre Dame, Sydney, Australia
| | - Ben Freedman
- Sydney Medical School and Charles Perkins Centre, University of Sydney, Sydney, Australia
- Heart Research Institute, Sydney, New South Wales, Australia
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486
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Chen Y, Wu S, Ye J, Wu M, Xiao Z, Ni X, Wang B, Chen C, Chen Y, Tan X, Liu R. Predicting All-Cause Mortality Risk in Atrial Fibrillation Patients: A Novel LASSO-Cox Model Generated From a Prospective Dataset. Front Cardiovasc Med 2021; 8:730453. [PMID: 34733891 PMCID: PMC8558306 DOI: 10.3389/fcvm.2021.730453] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 09/20/2021] [Indexed: 02/05/2023] Open
Abstract
Background: Although mortality remains high in patients with atrial fibrillation (AF), there have been limited studies exploring machine learning (ML) models on mortality risk prediction in patients with AF. Objectives: This study sought to develop an ML model that captures important variables in order to predict all-cause mortality in AF patients. Methods: In this single center prospective study, an ML-based mortality prediction model was developed and validated using a dataset of 2,012 patients who experienced AF from November 2018 to February 2020 at the First Affiliated Hospital of Shantou University Medical College. The dataset was randomly divided into a training set (70%, n = 1,223) and a validation set (30%, n = 552). A total of 122 features were collected for variable selection. Least absolute shrinkage and selection operator (LASSO) and random forest (RF) algorithms were used for variable selection. Ten ML models were developed using variables selected by LASSO or RF. The best model was selected and compared with conventional risk scores. A nomogram and user-friendly online tool were developed to facilitate the mortality predictions and management recommendations. Results: Thirteen features were selected by the LASSO regression algorithm. The LASSO-Cox model achieved an area under the curve (AUC) of 0.842 in the training dataset, and 0.854 in the validation dataset. A nomogram based on eight independent features was developed for the prediction of survival at 30, 180, and 365 days following discharge. Both the time dependent receiver operating characteristic (ROC) and decision curve analysis (DCA) showed better performances of the nomogram compared to the CHA2DS2-VASc and HAS-BLED models. Conclusions: The LASSO-Cox mortality predictive model shows potential benefits in death risk evaluation for AF patients over the 365-day period following discharge. This novel ML approach may also provide physicians with personalized management recommendations.
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Affiliation(s)
- Yu Chen
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Shiwan Wu
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Jianfeng Ye
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Muli Wu
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Zhongbo Xiao
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Xiaobin Ni
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Bin Wang
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Chang Chen
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Yequn Chen
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Clinical Research Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Institute of Cardiac Engineering, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Yequn Chen
| | - Xuerui Tan
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Clinical Research Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- Institute of Cardiac Engineering, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
- *Correspondence: Xuerui Tan
| | - Ruisheng Liu
- Department of Molecular Pharmacology and Physiology, Morsani College of Medicine, University of South Florida, Tampa, FL, United States
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487
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Cooper AS. Antiarrhythmics for Maintaining Sinus Rhythm After Cardioversion of Atrial Fibrillation. Crit Care Nurse 2020. [DOI: 10.4037/ccn2020161] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Affiliation(s)
- Adam S. Cooper
- Adam S. Cooper is the Interim Director and Clinical Practice Manager of the Institute for Nursing Excellence and Director of the UCSF JBI Centre for Synthesis and Implementation, UCSF Medical Center, San Francisco, California. He is also a member of the Cochrane Nursing Care Field
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488
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Guo Y, Guo J, Shi X, Yao Y, Sun Y, Xia Y, Yu B, Liu T, Chen Y, Lip GYH. Mobile health technology-supported atrial fibrillation screening and integrated care: A report from the mAFA-II trial Long-term Extension Cohort. Eur J Intern Med 2020; 82:105-111. [PMID: 33067121 PMCID: PMC7553102 DOI: 10.1016/j.ejim.2020.09.024] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 09/24/2020] [Accepted: 09/25/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND In the mobile Atrial Fibrillation App (mAFA)-II trial, the use of mobile health (mHealth) technology, incorporating AF screening and integrated management strategy, was associated with improved short-term clinical outcomes. The aim of this study was to report adherence/persistence and long term (≥1 year) clinical outcomes of the mAFA-II trial, with mHealth-supported optimised stroke prevention, symptom control and comorbidity management. METHODS We studied an adult population screened for AF, where identified patients could enter a structured program of holistic and integrated care based on the ABC (Atrial fibrillation Better Care) pathway using mHealth with a mAFA intervention. In this cluster randomised trial, comparing mHeath intervention to usual care, the primary composite outcome was 'stroke/thromboembolism, all-cause death and rehospitalization'. RESULTS The 1261 subjects (mean age 67.0 years, 38.0% female) who were followed up over one year (mean follow-up 687 (standard deviation, SD 191) days) in the intervention arm, had a lower risk of the composite outcome of 'ischaemic stroke/systemic thromboembolism, death, and rehospitalization' (hazard ratio, HR 0.18, 95% confidence interval, CI: 0.13-0.25, P < 0.001), compared to usual care (1212 subjects, mean age 70.1 years, 42.1% female). Of 842 patients using their smart devices for 'Better symptom management', 70.8% had good management adherence (monitoring time/follow-up since initial monitoring ≥ 70%), with the persistence of use of 91.7%. CONCLUSION Amongst AF patients with long term use (≥1 year) of mHealth technology for optimising stroke prevention, symptom control and comorbidity management, adherence/persistence was good and associated with a reduction in adverse clinical outcomes.
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Affiliation(s)
- Yutao Guo
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China; Liverpool Centre for Cardiovascular Sciences, University of Liverpool, Liverpool, United Kingdom; and Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
| | - Jun Guo
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Xiangmin Shi
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Yuan Yao
- Institute for Hospital Management Research, Chinese PLA General Hospital, Beijing, China
| | - Yihong Sun
- China-Japan Friendship Hospital, Beijing, China
| | - Yunlong Xia
- Department of Cardiology, First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Bo Yu
- Department of Cardiology, First Hospital of China Medical University, Shenyang, China
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China
| | - Yundai Chen
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China
| | - Gregory Y H Lip
- Department of Cardiology, Chinese PLA General Hospital, Beijing, China; Liverpool Centre for Cardiovascular Sciences, University of Liverpool, Liverpool, United Kingdom; and Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
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489
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Weisbrod D. Small and Intermediate Calcium Activated Potassium Channels in the Heart: Role and Strategies in the Treatment of Cardiovascular Diseases. Front Physiol 2020; 11:590534. [PMID: 33329039 PMCID: PMC7719780 DOI: 10.3389/fphys.2020.590534] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Accepted: 10/02/2020] [Indexed: 12/11/2022] Open
Abstract
Calcium-activated potassium channels are a heterogeneous family of channels that, despite their different biophysical characteristics, structures, and pharmacological signatures, play a role of transducer between the ubiquitous intracellular calcium signaling and the electric variations of the membrane. Although this family of channels was extensively described in various excitable and non-excitable tissues, an increasing amount of evidences shows their functional role in the heart. This review aims to focus on the physiological role and the contribution of the small and intermediate calcium-activated potassium channels in cardiac pathologies.
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490
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Tidbury N, Preston J, Ding WY, Rivera-Caravaca JM, Marín F, Lip GYH. Utilizing biomarkers associated with cardiovascular events in atrial fibrillation: informing a precision medicine response. EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT 2020. [DOI: 10.1080/23808993.2020.1804864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Nicola Tidbury
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
| | - Joshua Preston
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
| | - Wern Yew Ding
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
| | - José Miguel Rivera-Caravaca
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Cardiology, Hospital Clínico Universitario Virgen De La Arrixaca, University of Murcia, Instituto Murciano De Investigación Biosanitaria (Imib-arrixaca), CIBERCV, Murcia, Spain
| | - Francisco Marín
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Cardiology, Hospital Clínico Universitario Virgen De La Arrixaca, University of Murcia, Instituto Murciano De Investigación Biosanitaria (Imib-arrixaca), CIBERCV, Murcia, Spain
| | - Gregory Y. H. Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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491
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Ryad R, Saad-Omer SM, Khan F, Limbana T, Jahan N. Does Catheter Ablation Lower the Long-Term Risk of Stroke and Mortality in Patients with Atrial Fibrillation? A Concise Review of the Current State of Knowledge. Cureus 2020; 12:e9701. [PMID: 32923290 PMCID: PMC7486083 DOI: 10.7759/cureus.9701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Atrial fibrillation (AF) is the most common cardiac arrhythmia worldwide and carries a significant risk of morbidity and mortality. Multiple trials have highlighted the benefit of catheter ablation over medical therapy in restoring sinus rhythm and improving quality of life. Whether it reduces long-term risk of stroke and mortality is still unclear. We performed a literature search using the PubMed database to review the current state of knowledge regarding the long-term outcomes of stroke and mortality in ablated patients compared to patients who receive medical therapy. Our review mainly consisted of recent randomized controlled trials and large observational studies. Results from large observational studies show that catheter ablation significantly reduces the risk of stroke in high-risk patients and mortality compared to medical therapy. However, randomized controlled trials have only demonstrated a mortality benefit in patients with comorbid systolic heart failure. In patients with paroxysmal AF, ablation therapy significantly limits the progression to persistent AF and has a higher efficacy in restoring sinus rhythm. Maintenance of sinus rhythm is the most important factor associated with lower long term risk of stroke and mortality. Large randomized controlled trials similar to the Catheter Ablation Versus Anti-arrhythmic Drug Therapy for Atrial Fibrillation (CABANA) trial are still needed to clarify whether catheter ablation is superior over medical therapy in improving the long-term outcomes of stroke and mortality.
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492
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Multi-scale Entropy Evaluates the Proarrhythmic Condition of Persistent Atrial Fibrillation Patients Predicting Early Failure of Electrical Cardioversion. ENTROPY 2020; 22:e22070748. [PMID: 33286519 PMCID: PMC7517291 DOI: 10.3390/e22070748] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 07/01/2020] [Accepted: 07/02/2020] [Indexed: 01/10/2023]
Abstract
Atrial fibrillation (AF) is nowadays the most common cardiac arrhythmia, being associated with an increase in cardiovascular mortality and morbidity. When AF lasts for more than seven days, it is classified as persistent AF and external interventions are required for its termination. A well-established alternative for that purpose is electrical cardioversion (ECV). While ECV is able to initially restore sinus rhythm (SR) in more than 90% of patients, rates of AF recurrence as high as 20-30% have been found after only a few weeks of follow-up. Hence, new methods for evaluating the proarrhythmic condition of a patient before the intervention can serve as efficient predictors about the high risk of early failure of ECV, thus facilitating optimal management of AF patients. Among the wide variety of predictors that have been proposed to date, those based on estimating organization of the fibrillatory (f-) waves from the surface electrocardiogram (ECG) have reported very promising results. However, the existing methods are based on traditional entropy measures, which only assess a single time scale and often are unable to fully characterize the dynamics generated by highly complex systems, such as the heart during AF. The present work then explores whether a multi-scale entropy (MSE) analysis of the f-waves may provide early prediction of AF recurrence after ECV. In addition to the common MSE, two improved versions have also been analyzed, composite MSE (CMSE) and refined MSE (RMSE). When analyzing 70 patients under ECV, of which 31 maintained SR and 39 relapsed to AF after a four week follow-up, the three methods provided similar performance. However, RMSE reported a slightly better discriminant ability of 86%, thus improving the other multi-scale-based outcomes by 3-9% and other previously proposed predictors of ECV by 15-30%. This outcome suggests that investigation of dynamics at large time scales yields novel insights about the underlying complex processes generating f-waves, which could provide individual proarrhythmic condition estimation, thus improving preoperative predictions of ECV early failure.
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493
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A Deep Learning Approach for Featureless Robust Quality Assessment of Intermittent Atrial Fibrillation Recordings from Portable and Wearable Devices. ENTROPY 2020; 22:e22070733. [PMID: 33286505 PMCID: PMC7517279 DOI: 10.3390/e22070733] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 06/27/2020] [Accepted: 06/28/2020] [Indexed: 01/03/2023]
Abstract
Atrial fibrillation (AF) is the most common heart rhythm disturbance in clinical practice. It often starts with asymptomatic and very short episodes, which are extremely difficult to detect without long-term monitoring of the patient’s electrocardiogram (ECG). Although recent portable and wearable devices may become very useful in this context, they often record ECG signals strongly corrupted with noise and artifacts. This impairs automatized ulterior analyses that could only be conducted reliably through a previous stage of automatic identification of high-quality ECG intervals. So far, a variety of techniques for ECG quality assessment have been proposed, but poor performances have been reported on recordings from patients with AF. This work introduces a novel deep learning-based algorithm to robustly identify high-quality ECG segments within the challenging environment of single-lead recordings alternating sinus rhythm, AF episodes and other rhythms. The method is based on the high learning capability of a convolutional neural network, which has been trained with 2-D images obtained when turning ECG signals into wavelet scalograms. For its validation, almost 100,000 ECG segments from three different databases have been analyzed during 500 learning-testing iterations, thus involving more than 320,000 ECGs analyzed in total. The obtained results have revealed a discriminant ability to detect high-quality and discard low-quality ECG excerpts of about 93%, only misclassifying around 5% of clean AF segments as noisy ones. In addition, the method has also been able to deal with raw ECG recordings, without requiring signal preprocessing or feature extraction as previous stages. Consequently, it is particularly suitable for portable and wearable devices embedding, facilitating early detection of AF as well as other automatized diagnostic facilities by reliably providing high-quality ECG excerpts to further processing stages.
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494
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Corino VDA, Salibra F, Mainardi LT. Atrial fibrillation detection using photoplethysmographic signal: the effect of the observation window. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:906-909. [PMID: 33018131 DOI: 10.1109/embc44109.2020.9175574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
A correct and early diagnosis of cardiac arrhythmias could improve patients' quality of life. The aim of this study is to classify the cardiac rhythm (atrial fibrillation, AF, or normal sinus rhythm NSR) from the photoplethysmographic (PPG) signal and assess the effect of the observation window length. Simulated signals are generated with a PPG simulator previously proposed. The different window lengths taken into account are 20, 30, 40, 50, 100, 150, 200, 250 and 300 beats. After systolic peak detection algorithm, 10 features are computed on the inter-systolic interval series, assessing variability and irregularity of the series. Then, feature selection was performed (using the sequential forward floating search algorithm) which identified two variability parameters (Mean and rMSSD) as the best selection. Finally, the classification by linear support vector machine was performed. Using only two features, accuracy was very high for all the analyzed observation window lengths, going from 0.913±0.055 for length equal to 20 to 0.995±0.011 for length equal to 300 beats.Clinical relevance These preliminary results show that short PPG signals (20 beats) can be used to correctly detect AF.
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495
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Integrative analysis reveals essential mRNA, long non-coding RNA (lncRNA), and circular RNA (circRNA) in paroxysmal and persistent atrial fibrillation patients. Anatol J Cardiol 2020; 25:414-428. [PMID: 34100729 DOI: 10.14744/anatoljcardiol.2020.57295] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVE This study aimed to investigate the functions of mRNA, long non-coding RNA (lncRNA), and circular RNA (circRNA) in paroxysmal and persistent atrial fibrillation (AF) patients. METHODS A total of 9 left atrial appendage (LAA) tissues were collected from patients with AF (ParoAF patients = 3 and PersAF patients = 3) and donors (n=3). Genes and circRNAs were identified by per kilobase per million reads (RPKM) and number of circular reads/number of mapped reads/read length (SRPBM), respectively. Differentially expressed mRNAs (DE mRNAs), lncRNAs (DE lncRNAs), and circRNAs (DE circRNAs) were identified by | log2 (Fold Change) | ≥ 2 and p-value < 0.05. Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed. Protein-protein, mRNA-lncRNA, and circRNA-miRNA interaction networks were constructed. In addition, logistic analysis was conducted among AF and circRNAs. RESULTS A total of 285 (116 up-regulated and 169 down-regulated) and 275 (110 up-regulated and 165 down-regulated) DE mRNAs, 575 (276 up-regulated and 299 down-regulated) and 583 (330 up-regulated and 253 down-regulated) DE lncRNAs, and 83 (48 up-regulated and 35 down-regulated) and 99 (58 up-regulated and 41 down-regulated) circRNAs were detected in ParoAF and PersAF, respectively, as compared with control. MAPK signal pathway as well as voltage-dependent, L type, and alpha 1C subunit calcium channel (CACNA1C) might participate in AF occurrence by preventing atrial parasympathetic remodeling. Collagen type I alpha 1 (COL1A1) and COL1A2 mostly participated in the enriched GO and KEGG terms and connected with most of the DE mRNAs. The expression of chr10: 69902697|69948883 was a protective factor against PersAF after adjusting for age (p=0.022, 95% CI: 0.003-0.634). CONCLUSION We found that some mRNAs, lncRNAs, circRNAs, and pathways play essential roles in AF pathogenesis and development. Moreover, one protective factor against PersAF was detected.
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