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Goette A, Corradi D, Dobrev D, Aguinaga L, Cabrera JA, Chugh SS, de Groot JR, Soulat-Dufour L, Fenelon G, Hatem SN, Jalife J, Lin YJ, Lip GYH, Marcus GM, Murray KT, Pak HN, Schotten U, Takahashi N, Yamaguchi T, Zoghbi WA, Nattel S. Atrial cardiomyopathy revisited-evolution of a concept: a clinical consensus statement of the European Heart Rhythm Association (EHRA) of the ESC, the Heart Rhythm Society (HRS), the Asian Pacific Heart Rhythm Society (APHRS), and the Latin American Heart Rhythm Society (LAHRS). Europace 2024; 26:euae204. [PMID: 39077825 PMCID: PMC11431804 DOI: 10.1093/europace/euae204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 07/31/2024] Open
Abstract
AIMS The concept of "atrial cardiomyopathy" (AtCM) had been percolating through the literature since its first mention in 1972. Since then, publications using the term were sporadic until the decision was made to convene an expert working group with representation from four multinational arrhythmia organizations to prepare a consensus document on atrial cardiomyopathy in 2016 (EHRA/HRS/APHRS/SOLAECE expert consensus on atrial cardiomyopathies: definition, characterization, and clinical implication). Subsequently, publications on AtCM have increased progressively. METHODS AND RESULTS The present consensus document elaborates the 2016 AtCM document further to implement a simple AtCM staging system (AtCM stages 1-3) by integrating biomarkers, atrial geometry, and electrophysiological changes. However, the proposed AtCM staging needs clinical validation. Importantly, it is clearly stated that the presence of AtCM might serve as a substrate for the development of atrial fibrillation (AF) and AF may accelerates AtCM substantially, but AtCM per se needs to be viewed as a separate entity. CONCLUSION Thus, the present document serves as a clinical consensus statement of the European Heart Rhythm Association (EHRA) of the ESC, the Heart Rhythm Society (HRS), the Asian Pacific Heart Rhythm Society (APHRS), and the Latin American Heart Rhythm Society (LAHRS) to contribute to the evolution of the AtCM concept.
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Affiliation(s)
- Andreas Goette
- Department of Cardiology and Intensive Care Medicine, St. Vincenz-Hospital Paderborn, Am Busdorf 2, 33098 Paderborn, Germany
- MAESTRIA Consortium at AFNET, Münster, Germany
- Otto-von-Guericke University, Medical Faculty, Magdeburg, Germany
| | - Domenico Corradi
- Department of Medicine and Surgery, Unit of Pathology; Center of Excellence for Toxicological Research (CERT), University of Parma, Parma, Italy
| | - Dobromir Dobrev
- Institute of Pharmacology, University Duisburg-Essen, Essen, Germany
- Montréal Heart Institute, Université de Montréal, 5000 Belanger St. E., Montréal, Québec H1T1C8, Canada
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - Luis Aguinaga
- Director Centro Integral de Arritmias Tucumán, Presidente Sociedad de Cardiología de Tucumàn, Ex-PRESIDENTE DE SOLAECE (LAHRS), Sociedad Latinoamericana de EstimulaciónCardíaca y Electrofisiología, Argentina
| | - Jose-Angel Cabrera
- Hospital Universitario QuirónSalud, Madrid, Spain
- European University of Madrid, Madrid, Spain
| | - Sumeet S Chugh
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Health System, Los Angeles, CA, USA
| | - Joris R de Groot
- Department of Cardiology; Cardiovascular Sciences, Heart Failure and Arrhythmias, University of Amsterdam, Amsterdam, The Netherlands
| | - Laurie Soulat-Dufour
- Department of Cardiology, Saint Antoine and Tenon Hospital, AP-HP, Unité INSERM UMRS 1166 Unité de recherche sur les maladies cardiovasculaires et métaboliques, Institut Hospitalo-Universitaire, Institut de Cardiométabolisme et Nutrition (ICAN), Sorbonne Université, Paris, France
| | | | - Stephane N Hatem
- Department of Cardiology, Assistance Publique—Hôpitaux de Paris, Pitié-Salpêtrière Hospital; Sorbonne University; INSERM UMR_S1166; Institute of Cardiometabolism and Nutrition-ICAN, Paris, France
| | - Jose Jalife
- Centro Nacional de Investigaciones Cardiovasculares (CNIC) Carlos III, 28029 Madrid, Spain
| | - Yenn-Jiang Lin
- Cardiovascular Center, Taipei Veterans General Hospital, and Faculty of Medicine National Yang-Ming University Taipei, Taiwan
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Danish Center for Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Gregory M Marcus
- Electrophysiology Section, Division of Cardiology, University of California, San Francisco, USA
| | - Katherine T Murray
- Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Pharmacology, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Hui-Nam Pak
- Division of Cardiology, Department of Internal Medicine, Yonsei University College of Medicine, Yonsei University Health System, Seoul, Korea
| | - Ulrich Schotten
- MAESTRIA Consortium at AFNET, Münster, Germany
- Department of Physiology, Cardiovascular Research Institute Maastricht, Maastricht University and Maastricht University Medical Centre, Maastricht, The Netherlands
- Department of Cardiology, Cardiovascular Research Institute Maastricht, Maastricht University and Maastricht University Medical Centre, Maastricht, The Netherlands
| | - Naohiko Takahashi
- Department of Cardiology and Clinical Examination, Faculty of Medicine, Oita University, Japan
| | - Takanori Yamaguchi
- Department of Cardiovascular Medicine, Saga University, 5-1-1 Nabeshima, Saga 849-8501, Japan
| | - William A Zoghbi
- Department of Cardiology, Methodist DeBakey Heart & Vascular Center, Houston Methodist Hospital, Houston, TX, USA
| | - Stanley Nattel
- McGill University, 3655 Promenade Sir-William-Osler, Montréal, Québec H3G1Y6, Canada
- West German Heart and Vascular Center, Institute of Pharmacology, University Duisburg, Essen, Germany
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Kawatani S, Kotake Y, Takami A, Nakamura K, Tomomori T, Okamura A, Kato M, Yamamoto K. Predictor of A4 amplitude using preprocedural electrocardiography in patients with leadless pacemakers. Heart Rhythm 2024; 21:1064-1071. [PMID: 38382683 DOI: 10.1016/j.hrthm.2024.02.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/31/2024] [Accepted: 02/13/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Based on historical studies of leadless pacemakers (LPs), high atrioventricular synchrony (AVS) with mechanical sensing-based VDD pacing is largely influenced by A4 amplitude. A limited study investigated the predictors of A4 amplitude using clinical and echocardiographic parameters. OBJECTIVE The purpose of this study was to investigate the predictors of A4 amplitude preoperatively to select patients who could benefit the most from AVS among patients with VDD LPs (Micra-AV, Medtronic). METHODS Data from patients who received Micra-AV implantations from November 2021 to August 2023 at Tottori University Hospital were analyzed. Twelve-lead electrocardiography and transthoracic echocardiography were performed before the Micra-AV implantations. To assess the electrical indices associated with the A4 signal, electrocardiographic morphologic P-wave parameters were analyzed, including P-wave duration, P-wave amplitude, maximum deflection index (MDI), and P-wave dispersion. RESULTS A total of 50 patients who underwent Micra-AV implantations (median age 84 years; 64% male) were included and divided into 2 groups based on the median value of A4 amplitude, the high-A4 group (A4 amplitude >2.5 m/s2; n = 26), and low-A4 group (A4 amplitude ≤2.5 m/s2; n = 24). There was a significant difference between the high-A4 and low-A4 groups with regard to left ventricular ejection fraction (P = .01), P-wave dispersion (P = .01), and MDI (P <.001). Multivariate logistic analysis revealed that lower MDI was an independent predictor of high A4-amplitude (odds ratio 0.78; 95% confidence interval 0.67-0.92; P = 0.003). CONCLUSION Preoperative electrocardiographic evaluations of P-wave morphology may be useful for predicting A4 amplitude. MDI was the only independent A4 amplitude predictor that seemed promising for selecting Micra-AV patients.
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Affiliation(s)
- Shunsuke Kawatani
- Department of Cardiovascular Medicine, Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Yasuhito Kotake
- Department of Cardiovascular Medicine, Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan.
| | - Aiko Takami
- Department of Cardiology, Tottori Prefectural Central Hospital, Tottori, Japan
| | - Kensuke Nakamura
- Department of Cardiovascular Medicine, Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Takuya Tomomori
- Department of Cardiovascular Medicine, Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Akihiro Okamura
- Department of Cardiovascular Medicine, Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Masaru Kato
- Department of Cardiovascular Medicine, Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan
| | - Kazuhiro Yamamoto
- Department of Cardiovascular Medicine, Endocrinology and Metabolism, Faculty of Medicine, Tottori University, Yonago, Japan
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Jain H, Odat RM, Goyal A, Jain J, Dey D, Ahmed M, Wasir AS, Passey S, Gole S. Association between psoriasis and atrial fibrillation: A Systematic review and meta-analysis. Curr Probl Cardiol 2024; 49:102538. [PMID: 38521291 DOI: 10.1016/j.cpcardiol.2024.102538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 03/20/2024] [Indexed: 03/25/2024]
Abstract
INTRODUCTION Psoriasis is a prevalent inflammatory skin condition characterized by erythematous plaques with scaling. Recent research has demonstrated an increased risk of cardiovascular diseases in patients with psoriasis; however, current evidence on atrial fibrillation (AF) risk in psoriasis is limited. MATERIALS AND METHODS A systematic literature search was performed on major bibliographic databases to retrieve studies that evaluated AF risk in patients with psoriasis. The DerSimonian and Laird random effects model was used to pool the hazard ratios (HR) with 95 % confidence intervals (CI). Subgroup analysis was conducted by dividing the patients into mild and severe psoriasis groups. Publication bias was assessed by visual inspection and Egger's regression test. Statistical significance was set at p < 0.05. RESULTS Seven studies were included, with 10,974,668 participants (1,94,230 in the psoriasis group and 10,780,439 in the control group). Patients with psoriasis had a significantly higher risk of AF [Pooled HR: 1.28; 95 % CI: 1.20, 1.36; p < 0.00001]. In subgroup analysis, patients with severe psoriasis [HR: 1.32; 95 % CI: 1.23, 1.42; p < 0.00001] demonstrated a slightly higher risk of AF, although statistically insignificant (p = 0.17), than the mild psoriasis group [HR: 1.21; 95 % CI: 1.10, 1.33; p < 0.0001]. Egger's regression test showed no statistically significant publication bias (p = 0.24). CONCLUSION Our analysis demonstrated that patients with psoriasis are at a significantly higher risk of AF and hence should be closely monitored for AF. Further large-scale and multicenter randomized trials are warranted to validate the robustness of our findings.
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Affiliation(s)
- Hritvik Jain
- Department of Internal Medicine, All India Institute of Medical Sciences (AIIMS), Jodhpur, India.
| | - Ramez M Odat
- Department of Internal Medicine, Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | - Aman Goyal
- Department of Internal Medicine, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - Jyoti Jain
- Department of Internal Medicine, All India Institute of Medical Sciences (AIIMS), Jodhpur, India
| | - Debankur Dey
- Department of Internal Medicine, Medical College Kolkata, Kolkata, West Bengal, India
| | - Mushood Ahmed
- Department of Internal Medicine, Rawalpindi Medical University, Rawalpindi, Pakistan
| | - Amanpreet Singh Wasir
- Department of Internal Medicine, Bharati Vidyapeeth (Deemed to be) University Medical College, Pune, Maharashtra, India
| | - Siddhant Passey
- Department of Internal Medicine, University of Connecticut Health Center, CT, USA
| | - Shrey Gole
- Department of Immunology and Rheumatology, Stanford University, CA, USA
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Yuan N, Stein NR, Duffy G, Sandhu RK, Chugh SS, Chen PS, Rosenberg C, Albert CM, Cheng S, Siegel RJ, Ouyang D. Deep learning evaluation of echocardiograms to identify occult atrial fibrillation. NPJ Digit Med 2024; 7:96. [PMID: 38615104 PMCID: PMC11016113 DOI: 10.1038/s41746-024-01090-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 03/29/2024] [Indexed: 04/15/2024] Open
Abstract
Atrial fibrillation (AF) often escapes detection, given its frequent paroxysmal and asymptomatic presentation. Deep learning of transthoracic echocardiograms (TTEs), which have structural information, could help identify occult AF. We created a two-stage deep learning algorithm using a video-based convolutional neural network model that (1) distinguished whether TTEs were in sinus rhythm or AF and then (2) predicted which of the TTEs in sinus rhythm were in patients who had experienced AF within 90 days. Our model, trained on 111,319 TTE videos, distinguished TTEs in AF from those in sinus rhythm with high accuracy in a held-out test cohort (AUC 0.96 (0.95-0.96), AUPRC 0.91 (0.90-0.92)). Among TTEs in sinus rhythm, the model predicted the presence of concurrent paroxysmal AF (AUC 0.74 (0.71-0.77), AUPRC 0.19 (0.16-0.23)). Model discrimination remained similar in an external cohort of 10,203 TTEs (AUC of 0.69 (0.67-0.70), AUPRC 0.34 (0.31-0.36)). Performance held across patients who were women (AUC 0.76 (0.72-0.81)), older than 65 years (0.73 (0.69-0.76)), or had a CHA2DS2VASc ≥2 (0.73 (0.79-0.77)). The model performed better than using clinical risk factors (AUC 0.64 (0.62-0.67)), TTE measurements (0.64 (0.62-0.67)), left atrial size (0.63 (0.62-0.64)), or CHA2DS2VASc (0.61 (0.60-0.62)). An ensemble model in a cohort subset combining the TTE model with an electrocardiogram (ECGs) deep learning model performed better than using the ECG model alone (AUC 0.81 vs. 0.79, p = 0.01). Deep learning using TTEs can predict patients with active or occult AF and could be used for opportunistic AF screening that could lead to earlier treatment.
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Affiliation(s)
- Neal Yuan
- School of Medicine, University of California, San Francisco, CA; Division of Cardiology, San Francisco Veterans Affairs Medical Center, San Francisco, CA, USA.
| | - Nathan R Stein
- Cedars-Sinai Smidt Heart Institute, Los Angeles, CA, USA
| | - Grant Duffy
- Cedars-Sinai Smidt Heart Institute, Los Angeles, CA, USA
| | | | - Sumeet S Chugh
- Cedars-Sinai Smidt Heart Institute, Los Angeles, CA, USA
| | | | | | | | - Susan Cheng
- Cedars-Sinai Smidt Heart Institute, Los Angeles, CA, USA
| | | | - David Ouyang
- Cedars-Sinai Smidt Heart Institute, Los Angeles, CA, USA
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Ragavan N, Thavalam R, Moorthy S. The Effect of Glycemic Status on P Wave Dispersion. Cureus 2024; 16:e58233. [PMID: 38745813 PMCID: PMC11092425 DOI: 10.7759/cureus.58233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/14/2024] [Indexed: 05/16/2024] Open
Abstract
Background and aim The growing number of people with diabetes mellitus (DM) across the world is a public health concern. The diabetes epidemic involves enormous health costs to the patients, their careers, and society at large. Cardiovascular diseases such as atrial fibrillation (AF) often develop in the diabetic population. An increase in the P wave dispersion (PWD) has been established as an independent risk factor for the occurrence of AF, hence the present study was conducted to establish a possible relationship between PWD and the glycemic status of the individual to predict the occurrence of AF ahead of clinical symptomology. Methodology A comparative cross-sectional study was conducted at a tertiary care hospital after obtaining approval from the institutional ethics committee and written consent of each study subject. The main steps included the selection and categorization of the study population based on their glycemic status, collection of demographic data, performing ECGs calculating PWD using digital calipers, and recording the data systematically for evaluation. Results In this study, 234 patients with a mean age of 53.3 ± 13.1 years were studied, of which 121 (51.7%) were male and 113 (48.29%) were female. The 234 patients were divided into four groups based on their glycemic status - 74 uncontrolled DM patients (31.62%), 51 type 2 DM (T2DM) patients (21.78%), 56 prediabetes patients (23.93%), and 53 patients in the control group (22.64%; not a known case of diabetes with normal HbA1c and fasting blood sugar (FBS) levels). Minimal correlation was observed between FBS with PWD (r value 0.175) and age with PWD (r value 0.161), but statistical significance was observed only between age and PWD (p-value 0.014). The difference in means between the four different study groups was found to be not statistically significant (p-value- 0.104); hence, no intergroup variation was noted. Conclusion Advancing age and higher fasting blood sugars have shown minimal correlation with widening P-wave dispersion. With further studies involving larger populations, this can be a promising aid in identifying PWD as a probable early predictor of atrial arrhythmias among diabetic patients.
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Affiliation(s)
- Niranjan Ragavan
- Internal Medicine, Sri Ramachandra Institute of Higher Education and Research, Chennai, IND
| | - Rida Thavalam
- Internal Medicine, Sri Ramachandra Institute of Higher Education and Research, Chennai, IND
| | - Swathy Moorthy
- Internal Medicine, Sri Ramachandra Institute of Higher Education and Research, Chennai, IND
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Kotlyarov S, Lyubavin A. Early Detection of Atrial Fibrillation in Chronic Obstructive Pulmonary Disease Patients. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:352. [PMID: 38541078 PMCID: PMC10972327 DOI: 10.3390/medicina60030352] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 02/14/2024] [Accepted: 02/17/2024] [Indexed: 09/13/2024]
Abstract
Atrial fibrillation (AF) is an important medical problem, as it significantly affects patients' quality of life and prognosis. AF often complicates the course of chronic obstructive pulmonary disease (COPD), a widespread disease with heavy economic and social burdens. A growing body of evidence suggests multiple links between COPD and AF. This review considers the common pathogenetic mechanisms (chronic hypoxia, persistent inflammation, endothelial dysfunction, and myocardial remodeling) of these diseases and describes the main risk factors for the development of AF in patients with COPD. The most effective models based on clinical, laboratory, and functional indices are also described, which enable the identification of patients suffering from COPD with a high risk of AF development. Thus, AF in COPD patients is a frequent problem, and the search for new tools to identify patients at a high risk of AF among COPD patients remains an urgent medical problem.
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Affiliation(s)
- Stanislav Kotlyarov
- Department of Nursing, Ryazan State Medical University, 390026 Ryazan, Russia
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Kamal NM, Salih AF, Ali BM. Speckle tracking echocardiography for diagnosis of right ventricular failure in children with totally corrected tetralogy of Fallot in Sulaimani, Iraq. J Taibah Univ Med Sci 2024; 19:198-208. [PMID: 38124989 PMCID: PMC10730916 DOI: 10.1016/j.jtumed.2023.11.005] [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: 07/05/2023] [Revised: 09/21/2023] [Accepted: 11/09/2023] [Indexed: 12/23/2023] Open
Abstract
Objectives The study was aimed at using speckle tracking echocardiography as a novel technique to diagnose right ventricular failure (RVF) in children with total correction of tetralogy of Fallot (TOF) through surgery. Methods A quasi-experimental study was performed at the Children's Heart Hospital of Sulaimani for 9 months. A total of 150 children with completely repaired TOF were enrolled to investigate RVF. Conventional echocardiographic data were recorded, including right ventricular (RV) ejection fraction (EF), tricuspid annular plane systolic excursion (TAPSE), myocardial performance index (MPI), and RV end-systolic and diastolic volume (RVESV and RVEDV). Additionally, speckle tracking was performed for the regional and longitudinal strain and strain rate in four-chamber apical view. RVF diagnosis was determined on the basis of electrocardiography measurement of P-wave dispersion, T-wave dispersion, and QRS duration. Results Children with repaired TOF who were diagnosed with RVF through conventional echocardiography exhibited abnormalities with respect to children with normal RV function, including a TAPSE of 1.3 ± 0.11 cm, RVEF of 35.5 ± 6.72, RVESV of 69.8 ± 15.13 ml, RVEDV of 110.1 ± 14.13 ml, MPI of 0.60 ± 0.12, and Pmax of 52.4 ± 14.08. The use of speckle tracking in RVF diagnosis revealed a relatively lower longitudinal strain and strain rate (-12.1 ± 2.3 and -0.9 ± 0.3, respectively) in the children with RVF. Moreover, longitudinal right ventricular strain was positively correlated with TAPSE (r = 0.656) and EF (r = 0.675), and negatively correlated with RVEDV (r = -0.684), RVESV (r = -0.718), MPI (r = -0.735), and Pmax (r = -0.767). Conclusions The application of speckle tracking with the longitudinal RV strain and strain rate to estimate RV function in children with repaired TOF is a new advanced method that, compared with conventional echo, significantly improves the diagnosis of regional myocardial deformations and cardiac muscle motion velocity.
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Affiliation(s)
- Niaz M. Kamal
- Pediatrics Department, Technical Institute, Sulaymaniyah Polytechnic University, Sulaymaniyah, Iraq
| | - Aso F. Salih
- Pediatrics Department, Medicine College, Sulaymaniyah University, Sulaymaniyah, Iraq
| | - Bushra M. Ali
- Family and Community Medicine Department, Medicine College, Sulaymaniyah University, Sulaymaniyah, Iraq
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Lai Y, Xu X, Zhang S, Huang R, Huang Y, Zhong X, Xiong Z, Lin Y, Zhou H, Guo Y, Liao X, Ma Y, Zhuang X. New Insights into Rate Control: Time in Target Range of Resting Heart Rate and Major Adverse Outcomes in Atrial Fibrillation. Glob Heart 2024; 19:3. [PMID: 38222098 PMCID: PMC10786089 DOI: 10.5334/gh.1251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 06/27/2023] [Indexed: 01/16/2024] Open
Abstract
Background Few studies have examined the relationship between the fluctuation of heart rate control over time and cardiovascular outcomes in patients with atrial fibrillation. Our study sought to evaluate the independent association between time in target range (TIR) of resting heart rate and cardiovascular outcomes in the AFFIRM (Atrial Fibrillation Follow-Up Investigation of Rhythm Management) study. Methods Target range of resting heart was defined as less than 80 beats per minute (bpm) for both rate and rhythm control groups. Time in target range was estimated over the first 8 months of follow-up using Rosendaal interpolation method. The association between TIR of resting heart rate and cardiovascular outcomes was estimated using adjusted Cox proportional hazards regression models. Results Time in target range of resting heart rate (months 0 through 8) was 71 ± 34% in the rate control group and 83 ± 27% in the rhythm control group. Each 1-SD increase in TIR of resting heart rate was significantly associated with lower risk of major adverse cardiovascular events after full adjustment for demographics, medical history and history of prior heart surgery, as well as all-cause mortality. Conclusions Time in target range of resting heart rate independently predicts the risk of cardiovascular outcomes in patients with atrial fibrillation. Long-term maintenance of heart rate on target is of great importance for patients with atrial fibrillation.
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Affiliation(s)
- Yuhui Lai
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Xingfeng Xu
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Shaozhao Zhang
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Rihua Huang
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Yiquan Huang
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Xiangbin Zhong
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Zhenyu Xiong
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Yifen Lin
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Huimin Zhou
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Yue Guo
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Xinxue Liao
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Yuedong Ma
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
| | - Xiaodong Zhuang
- Cardiology department, first affiliated hospital of Sun Yat-Sen University, CN
- NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, CN
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Cagdas M, Celik AI, Bezgin T, Baytugan NZ, Dagli M, Zengin A, Ozmen C, Karakoyun S. Predictive value of P wave parameters, indices, and a novel electrocardiographic marker for silent cerebral infarction and future cerebrovascular events. J Electrocardiol 2023; 81:186-192. [PMID: 37769455 DOI: 10.1016/j.jelectrocard.2023.09.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 09/05/2023] [Accepted: 09/10/2023] [Indexed: 09/30/2023]
Abstract
BACKGROUND Silent cerebral infarction (SCI) is a neuronal injury without a clinically apparent stroke or transient ischaemic attack. Left atrial cardiomyopathy is closely associated with SCI. P wave changes in the electrocardiogram (ECG) provide significant information about the development of atrial cardiomyopathy. This study evaluated the role of P wave parameters and indices and a novel ECG parameter in predicting SCI, future cerebrovascular events, and atrial fibrillation/flutter. MATERIALS AND METHODS A total of 272 patients were retrospectively screened and divided into two groups according to SCI. Cerebrovascular events and atrial fibrillation/flutter were defined as the study's outcomes. P wave parameters, indices, and a novel ECG parameter called the P wave ratio (PWR) were calculated from ECGs, and the relationship between SCI and outcomes was investigated. RESULTS The maximum P wave duration (PWD), P wave dispersion (PWdisp), PWD measured from the D2 lead (PWDD2), P wave peak time measured from the D2 lead (PWPTD2), PWPT measured from the V1 lead (PWPTV1), and P wave terminal force (PWTFV1) were significantly longer in the SCI group. Both partial and advanced inter atrial block (IAB) were significantly high in the SCI group. The novel parameter P wave ratio (PWR) was significantly longer in the SCI group (0.55 ± 0.08 vs. 0.46 ± 0.09; p < 0.001). In multivariate regression analysis, PWdisp (OR: 1.101, p < 0.001), PWPTD2 (OR: 1.095, p = 0.017), and PWR (OR: 1.231, p < 0.001) were found to be independent predictors of SCI. Cox regression analysis revealed that the PWR (HR 1.077; 95% CI 1.029-1.128; p = 0.001) was associated with cerebrovascular events and atrial fibrillation/flutter. CONCLUSION In our study, we observed that PWR could be a valuable parameter for predicting SCI and future cerebrovascular events.
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Affiliation(s)
- Metin Cagdas
- Department of Cardiology, Gebze Fatih State Hospital, Heart Center, Kocaeli, Turkey
| | - Aziz Inan Celik
- Department of Cardiology, Gebze Fatih State Hospital, Heart Center, Kocaeli, Turkey.
| | - Tahir Bezgin
- Department of Cardiology, Gebze Fatih State Hospital, Heart Center, Kocaeli, Turkey
| | - Nart Zafer Baytugan
- Department of Cardiology, Gebze Fatih State Hospital, Heart Center, Kocaeli, Turkey
| | - Muharrem Dagli
- Department of Cardiovascular Surgery, Gebze Fatih State Hospital, Heart Center, Kocaeli, Turkey
| | - Ahmet Zengin
- Department of Cardiovascular Surgery, Gebze Fatih State Hospital, Heart Center, Kocaeli, Turkey
| | - Caglar Ozmen
- Department of Cardiology, Faculty of Medicine, Cukurova University, Adana, Turkey
| | - Suleyman Karakoyun
- Department of Cardiology, Akademi Hospital, Kocaeli, Turkey; Faculty of Health Sciences, Kocaeli Health and Technology University, Kocaeli, Turkey
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10
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Gruwez H, Barthels M, Haemers P, Verbrugge FH, Dhont S, Meekers E, Wouters F, Nuyens D, Pison L, Vandervoort P, Pierlet N. Detecting Paroxysmal Atrial Fibrillation From an Electrocardiogram in Sinus Rhythm: External Validation of the AI Approach. JACC Clin Electrophysiol 2023; 9:1771-1782. [PMID: 37354171 DOI: 10.1016/j.jacep.2023.04.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 03/29/2023] [Accepted: 04/10/2023] [Indexed: 06/26/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) may occur asymptomatically and can be diagnosed only with electrocardiography (ECG) while the arrhythmia is present. OBJECTIVES The aim of this study was to independently validate the approach of using artificial intelligence (AI) to identify underlying paroxysmal AF from a 12-lead ECG in sinus rhythm (SR). METHODS An AI algorithm was trained to identify patients with underlying paroxysmal AF, using electrocardiographic data from all in- and outpatients from a single center with at least 1 ECG in SR. For patients without AF, all ECGs in SR were included. For patients with AF, all ECGs in SR starting 31 days before the first AF event were included. The patients were randomly allocated to training, internal validation, and testing datasets in a 7:1:2 ratio. In a secondary analysis, the AF prevalence of the testing group was modified. Additionally, the performance of the algorithm was validated at an external hospital. RESULTS The dataset consisted of 494,042 ECGs in SR from 142,310 patients. Testing the model on the first ECG of each patient (AF prevalence 9.0%) resulted in accuracy of 78.1% (95% CI: 77.6%-78.5%), area under the receiver-operating characteristic curve of 0.87 (95% CI: 0.86-0.87), and area under the precision recall curve (AUPRC) of 0.48 (95% CI: 0.46-0.50). In a low-risk group (AF prevalence 3%), the AUPRC decreased to 0.21 (95% CI: 0.18-0.24). In a high-risk group (AF prevalence 30%), the AUPRC increased to 0.76 (95% CI: 0.75-0.78). This performance was robust when validated in an external hospital. CONCLUSIONS The approach of using an AI-enabled electrocardiographic algorithm for the identification of patients with underlying paroxysmal AF from ECGs in SR was independently validated.
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Affiliation(s)
- Henri Gruwez
- Department of Cardiology, Hospital East-Limburg, Genk, Belgium; Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium; Doctoral School of Medicine and Life Science, Hasselt University, Hasselt, Belgium
| | - Myrte Barthels
- Data Science Department, Hospital East-Limburg, Genk, Belgium
| | - Peter Haemers
- Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium
| | - Frederik H Verbrugge
- Centre for Cardiovascular Diseases, University Hospital Brussels, Jette, Belgium; Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Sebastiaan Dhont
- Department of Cardiology, Hospital East-Limburg, Genk, Belgium; Doctoral School of Medicine and Life Science, Hasselt University, Hasselt, Belgium
| | - Evelyne Meekers
- Department of Cardiology, Hospital East-Limburg, Genk, Belgium; Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium; Doctoral School of Medicine and Life Science, Hasselt University, Hasselt, Belgium
| | - Femke Wouters
- LCRC, Mobile Health Unit, Hasselt University, Hasselt, Belgium; Future Health Department, Hospital East-Limburg, Genk, Belgium
| | - Dieter Nuyens
- Department of Cardiology, Hospital East-Limburg, Genk, Belgium
| | - Laurent Pison
- Department of Cardiology, Hospital East-Limburg, Genk, Belgium
| | | | - Noëlla Pierlet
- Doctoral School of Medicine and Life Science, Hasselt University, Hasselt, Belgium; Data Science Department, Hospital East-Limburg, Genk, Belgium.
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11
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Pozios I, Vouliotis AI, Dilaveris P, Tsioufis C. Electro-Mechanical Alterations in Atrial Fibrillation: Structural, Electrical, and Functional Correlates. J Cardiovasc Dev Dis 2023; 10:jcdd10040149. [PMID: 37103028 PMCID: PMC10141162 DOI: 10.3390/jcdd10040149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 03/28/2023] [Accepted: 03/29/2023] [Indexed: 04/03/2023] Open
Abstract
Atrial fibrillation is the most common arrhythmia encountered in clinical practice affecting both patients’ survival and well-being. Apart from aging, many cardiovascular risk factors may cause structural remodeling of the atrial myocardium leading to atrial fibrillation development. Structural remodelling refers to the development of atrial fibrosis, as well as to alterations in atrial size and cellular ultrastructure. The latter includes myolysis, the development of glycogen accumulation, altered Connexin expression, subcellular changes, and sinus rhythm alterations. The structural remodeling of the atrial myocardium is commonly associated with the presence of interatrial block. On the other hand, prolongation of the interatrial conduction time is encountered when atrial pressure is acutely increased. Electrical correlates of conduction disturbances include alterations in P wave parameters, such as partial or advanced interatrial block, alterations in P wave axis, voltage, area, morphology, or abnormal electrophysiological characteristics, such as alterations in bipolar or unipolar voltage mapping, electrogram fractionation, endo-epicardial asynchrony of the atrial wall, or slower cardiac conduction velocity. Functional correlates of conduction disturbances may incorporate alterations in left atrial diameter, volume, or strain. Echocardiography or cardiac magnetic resonance imaging (MRI) is commonly used to assess these parameters. Finally, the echocardiography-derived total atrial conduction time (PA-TDI duration) may reflect both atrial electrical and structural alterations.
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12
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Kreimer F, Backhaus JF, Krogias C, Pflaumbaum A, Mügge A, Gotzmann M. P-wave parameters and their association with thrombi and spontaneous echo contrast in the left atrial appendage. Clin Cardiol 2023; 46:397-406. [PMID: 36808747 PMCID: PMC10106666 DOI: 10.1002/clc.23980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 01/07/2023] [Accepted: 01/12/2023] [Indexed: 02/20/2023] Open
Abstract
BACKGROUND The aim of this study was to examine the prevalence of abnormal P-wave parameters in patients with thrombus and/or spontaneous echo contrast (SEC) in the left atrial appendage (LAA), and to identify P-wave parameters particularly associated with thrombus and SEC formation. HYPOTHESIS We presume a significant relationship of P-wave parameters with thrombi and SEC. METHODS All patients in whom a thrombus or SEC was detected in the LAA on transoesophageal echocardiography were included in this study. Patients at risk (CHA2DS2-VASc Score ≥3) and routine transoesophageal echocardiography to exclude thrombi served as the control group. A detailed ECG analysis was performed. RESULTS Of a total of 4062 transoesophageal echocardiographies, thrombi and SEC were detected in 302 patients (7.4%). Of these patients, 27 (8.9%) presented with sinus rhythm. The control group included 79 patients. There was no difference in mean CHA2DS2-VASc score in the two groups (p = .182). A high prevalence of abnormal P-wave parameters was detected in patients with thrombus/SEC. Indicators for the presence of thrombi or SEC in the LAA were P-wave duration >118 ms (Odds ratio (OR) 3.418, Confidence interval (CI) 1.522-7.674, p < .001), P-wave dispersion >40 ms (OR 2.521, CI 1.390-4.571, p < .001) and advanced interatrial block (OR 1.431, CI 1.033-1.984, p = .005). CONCLUSION Our study revealed that several P-wave parameters are associated with thrombi and SEC in the LAA. The results may help identify patients who are at particularly high risk for thromboembolic events (e.g., in patients with embolic stroke of undetermined source).
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Affiliation(s)
- Fabienne Kreimer
- Cardiology and Rhythmology, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
| | - Julian Felix Backhaus
- Cardiology and Rhythmology, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
| | - Christos Krogias
- Neurology, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
| | - Andreas Pflaumbaum
- Cardiology and Rhythmology, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
| | - Andreas Mügge
- Cardiology and Rhythmology, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
| | - Michael Gotzmann
- Cardiology and Rhythmology, St Josef-Hospital, Ruhr University Bochum, Bochum, Germany
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13
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Yang HC, Poly TN, Islam MM, Walther BA, Wu CC. Increased risk of atrial fibrillation in patients with psoriasis: A meta-analysis of observational studies. Indian J Dermatol Venereol Leprol 2023; 89:18-24. [PMID: 35962497 DOI: 10.25259/ijdvl_608_18] [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: 12/01/2020] [Accepted: 09/01/2021] [Indexed: 02/01/2023]
Abstract
BACKGROUND Several epidemiological studies have shown that psoriasis increases the risk of developing atrial fibrillation but evidence of this is still scarce. AIMS Our objective was to systematically review, synthesise and critique the epidemiological studies that provided information about the relationship between psoriasis and atrial fibrillation risk. METHODS We searched through PubMed, EMBASE and the bibliographies for articles published between 1 January 2000, and 1 November 2017, that reported on the association between psoriasis and atrial fibrillation. All abstracts, full-text articles and sources were reviewed with duplicate data excluded. Summary relative risks (RRs) with 95% CI were pooled using a random effects model. RESULTS We identified 252 articles, of these eight unique abstracts underwent full-text review. We finally selected six out of these eight studies comprising 11,187 atrial fibrillation patients. The overall pooled relative risk (RR) of atrial fibrillation was 1.39 (95% CI: 1.257-1.523, P < 0.0001) with significant heterogeneity (I2 = 80.316, Q = 45.723, τ2 = 0.017, P < 0.0001) for the random effects model. In subgroup analysis, the greater risk was found in studies from North America, RR 1.482 (95% CI: 1.119-1.964, P < 0.05), whereas a moderate risk was observed in studies from Europe RR 1.43 (95% CI: 1.269-1.628, P < 0.0001). LIMITATIONS We were only able to include six studies with 11,178 atrial fibrillation patients, because only a few such studies have been published. CONCLUSION Our results showed that psoriasis is significantly associated with an increased risk of developing atrial fibrillation. Therefore, physicians should monitor patient's physical condition on a timely basis.
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Affiliation(s)
- Hsuan Chia Yang
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
| | - Tahmina Nasrin Poly
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
| | - Md Mohaimenul Islam
- Graduate Institute of Biomedical Informatics, Taipei Medical University, Taipei, Taiwan
| | - Bruno Andreas Walther
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar-und Meeresforschung, Bremerhaven, Germany
| | - Chieh-Chen Wu
- Department of Exercise and Health Promotion, College of Kinesiology and Health, Chinese Culture University, Taipei, Taiwan
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14
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The characteristic of an abnormal p-wave axis in patients with atrial fibrillation. J Electrocardiol 2022; 73:1-7. [DOI: 10.1016/j.jelectrocard.2022.04.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 04/11/2022] [Accepted: 04/21/2022] [Indexed: 11/18/2022]
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15
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Chen LY, Ribeiro ALP, Platonov PG, Cygankiewicz I, Soliman EZ, Gorenek B, Ikeda T, Vassilikos VP, Steinberg JS, Varma N, Bayés-de-Luna A, Baranchuk A. P Wave Parameters and Indices: A Critical Appraisal of Clinical Utility, Challenges, and Future Research-A Consensus Document Endorsed by the International Society of Electrocardiology and the International Society for Holter and Noninvasive Electrocardiology. CIRCULATION. ARRHYTHMIA AND ELECTROPHYSIOLOGY 2022; 15:e010435. [PMID: 35333097 PMCID: PMC9070127 DOI: 10.1161/circep.121.010435] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Atrial cardiomyopathy, characterized by abnormalities in atrial structure and function, is associated with increased risk of adverse cardiovascular and neurocognitive outcomes, independent of atrial fibrillation. There exists a critical unmet need for a clinical tool that is cost-effective, easy to use, and that can diagnose atrial cardiomyopathy. P wave parameters (PWPs) reflect underlying atrial structure, size, and electrical activation; alterations in these factors manifest as abnormalities in PWPs that can be readily ascertained from a standard 12-lead ECG and potentially be used to aid clinical decision-making. PWPs include P wave duration, interatrial block, P wave terminal force in V1, P wave axis, P wave voltage, P wave area, and P wave dispersion. PWPs can be combined to yield an index (P wave index), such as the morphology-voltage-P-wave duration ECG risk score. Abnormal PWPs have been shown in population-based cohort studies to be independently associated with higher risks of atrial fibrillation, ischemic stroke, sudden cardiac death, and dementia. Additionally, PWPs, either individually or in combination (as a P wave index), have been reported to enhance prediction of atrial fibrillation or ischemic stroke. To facilitate translation of PWPs to routine clinical practice, additional work is needed to standardize measurement of PWPs (eg, via semiautomated or automated measurement), confirm their reliability and predictive value, leverage novel approaches (eg, wavelet analysis of P waves and machine learning algorithms), and finally, define the risk-benefit ratio of specific interventions in high-risk individuals. Our ultimate goal is to repurpose the ubiquitous 12-lead ECG to advance the study, diagnosis, and treatment of atrial cardiomyopathy, thus overcoming critical challenges in prevention of cardiovascular disease and dementia.
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Affiliation(s)
- Lin Yee Chen
- Lillehei Heart Institute & Cardiovascular Division, Department of Medicine, University of Minnesota Medical School, Minneapolis' MN (L.Y.C.)
| | - Antonio Luiz Pinho Ribeiro
- Centro de Telessaúde, Hospital das Clínicas, & Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil (A.L.P.R.)
| | - Pyotr G Platonov
- Department of Cardiology, Clinical Sciences, Lund University, Lund' Sweden (P.G.P.)
| | - Iwona Cygankiewicz
- Department of Electrocardiology, Medical University of Lodz, Poland (I.C.)
| | - Elsayed Z Soliman
- Institute of Global Health & Human Ecology, American University in Cairo, Cairo, Egypt (E.Z.S.).,Epidemiological Cardiology Research Center (EPICARE), Department of Internal Medicine, Section on Cardiovascular Medicine, Wake Forest School of Medicine, Winston Salem, NC (E.Z.S.)
| | - Bulent Gorenek
- Department of Cardiology, Eskişehir Osmangazi University, Eskisehir, Turkey (B.G.)
| | - Takanori Ikeda
- Department of Cardiovascular Medicine, Toho University Faculty of Medicine, Tokyo' Japan (T.I.)
| | - Vassilios P Vassilikos
- Third Cardiology Department, Hippokrateio General Hospital, Medical School, Aristotle University of Thessaloniki, Greece (V.P.V.)
| | - Jonathan S Steinberg
- Clinical Cardiovascular Research Center, Univ of Rochester School of Medicine & Dentistry, Rochester, NY (J.S.S.)
| | - Niraj Varma
- Cardiac Electrophysiology, Heart & Vascular Institute, Cleveland Clinic, Cleveland' OH (N.V.)
| | - Antoni Bayés-de-Luna
- Cardiovascular Research Foundation. Cardiovascular ICCC-Program, Research Institute Hospital de la Santa Creu i Sant Pau, IIB-Sant Pau, Barcelona, Spain (A.B.-d.-L.)
| | - Adrian Baranchuk
- Division of Cardiology, Kingston Health Science, Center, Queen's University, Kingston, Ontario, Canada (A.B.)
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16
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Chen HY, Lin CS, Fang WH, Lou YS, Cheng CC, Lee CC, Lin C. Artificial Intelligence-Enabled Electrocardiography Predicts Left Ventricular Dysfunction and Future Cardiovascular Outcomes: A Retrospective Analysis. J Pers Med 2022; 12:455. [PMID: 35330455 PMCID: PMC8950054 DOI: 10.3390/jpm12030455] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 02/24/2022] [Accepted: 03/10/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND: The ejection fraction (EF) provides critical information about heart failure (HF) and its management. Electrocardiography (ECG) is a noninvasive screening tool for cardiac electrophysiological activities that has been used to detect patients with low EF based on a deep learning model (DLM) trained via large amounts of data. However, no studies have widely investigated its clinical impacts. OBJECTIVE: This study developed a DLM to estimate EF via ECG (ECG-EF). We further investigated the relationship between ECG-EF and echo-based EF (ECHO-EF) and explored their contributions to future cardiovascular adverse events. METHODS: There were 57,206 ECGs with corresponding echocardiograms used to train our DLM. We compared a series of training strategies and selected the best DLM. The architecture of the DLM was based on ECG12Net, developed previously. Next, 10,762 ECGs were used for validation, and another 20,629 ECGs were employed to conduct the accuracy test. The changes between ECG-EF and ECHO-EF were evaluated. The primary follow-up adverse events included future ECHO-EF changes and major adverse cardiovascular events (MACEs). RESULTS: The sex-/age-matching strategy-trained DLM achieved the best area under the curve (AUC) of 0.9472 with a sensitivity of 86.9% and specificity of 89.6% in the follow-up cohort, with a correlation of 0.603 and a mean absolute error of 7.436. In patients with accurate prediction (initial difference < 10%), the change traces of ECG-EF and ECHO-EF were more consistent (R-square = 0.351) than in all patients (R-square = 0.115). Patients with lower ECG-EF (≤35%) exhibited a greater risk of cardiovascular (CV) complications, delayed ECHO-EF recovery, and earlier ECHO-EF deterioration than patients with normal ECG-EF (>50%). Importantly, ECG-EF demonstrated an independent impact on MACEs and all CV adverse outcomes, with better prediction of CV outcomes than ECHO-EF. CONCLUSIONS: The ECG-EF could be used to initially screen asymptomatic left ventricular dysfunction (LVD) and it could also independently contribute to the predictions of future CV adverse events. Although further large-scale studies are warranted, DLM-based ECG-EF could serve as a promising diagnostic supportive and management-guided tool for CV disease prediction and the care of patients with LVD.
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Affiliation(s)
- Hung-Yi Chen
- Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Chin-Sheng Lin
- Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Wen-Hui Fang
- Department of Family and Community Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Yu-Sheng Lou
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 114, Taiwan
- School of Public Health, National Defense Medical Center, Taipei 114, Taiwan
| | - Cheng-Chung Cheng
- Division of Cardiology, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Chia-Cheng Lee
- Planning and Management Office, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
- Division of Colorectal Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei 114, Taiwan
| | - Chin Lin
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 114, Taiwan
- School of Public Health, National Defense Medical Center, Taipei 114, Taiwan
- School of Medicine, National Defense Medical Center, Taipei 114, Taiwan
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17
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Ozersari S, Ünal B, Kemal Çabuk A, Eren Hazir K, Çağri Şimşek E, Ekmekci C, Küçükukur M, Betül Paköz Z, Günay S, Sari C. The prognostic value of P-wave dispersion and left atrial functions assessed with three-dimensional echocardiography in patients with cirrhosis. Eur J Gastroenterol Hepatol 2021; 33:1441-1450. [PMID: 33741802 DOI: 10.1097/meg.0000000000002129] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Cirrhotic cardiomyopathy (CCM) is a well-known entity. The aim of this study was to compare left atrial three-dimensional (3D) volume and P-wave dispersion (PWd) in patients with cirrhosis and a healthy population. The secondary purpose was to assess the left phasic volumes and reservoir functions with 3D echocardiography for the prediction of an increased risk of poor outcomes in patients with cirrhosis. METHODS The study included 50 patients with cirrhosis and 43 healthy control subjects without atrial fibrillation. All patients were assessed with two-dimensional (2D), 3D, and tissue Doppler transthoracic echocardiography. The PWd was calculated using a 12-lead surface electrocardiogram (ECG). Cirrhotic patients were followed up for 2.5 years for the evaluation of poor outcomes and the development of atrial fibrillation. RESULTS Patients with cirrhosis were observed to have significantly higher left atrial phasic volumes such as minimal left atrial volume (3D-LAVmin, P = 0.004) and indexed LAVmin (3D-LAVImin, P = 0.0001), and significantly decreased left atrial reservoir functions such as left atrial emptying volume (3D-LAEV, P = 0,001), left atrial ejection fraction (3D-LAEF, P = 0,001) on 3D echocardiography. PWd was determined to be significantly longer in the cirrhotic group compared with the control group (P = 0.003). In the 2.5-year follow-up period, poor outcomes occurred in 34 patients (22 patients died, six patients had liver transplantation, six patients developed atrial fibrillation/AHRE episodes). In Cox regression analysis, the MELD score (HR, 1.16 (1.06-1.26), P = 0.001) and 3D-LAVImin (HR, 0.95 (0.86-1.00), P = 0.040) were significantly associated with all-cause mortality. Cirrhotic patients with LAVImin of >15 ml/m2 were seen to have poor survival (long rank P = 0.033). CONCLUSION The results of this study showed that patients with cirrhosis had higher left atrial volume, longer PWd and worse diastolic functions compared with the control group. Higher disease severity scores were associated with left atrial function and volume. In addition, left atrial volume measured with 3DE was a strong predictor of future adverse events, and minimal left atrial volumes had a higher prognostic value than any other left atrial function indices.
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Affiliation(s)
| | - Bariş Ünal
- Cardiology, Tepecik Education and Research Hospital, İzmir, Turkey
| | - Ali Kemal Çabuk
- Cardiology, Tepecik Education and Research Hospital, İzmir, Turkey
| | | | | | - Cenk Ekmekci
- Cardiology, Tepecik Education and Research Hospital, İzmir, Turkey
| | - Murat Küçükukur
- Cardiology, Tepecik Education and Research Hospital, İzmir, Turkey
| | | | | | - Cenk Sari
- Cardiology, Tepecik Education and Research Hospital, İzmir, Turkey
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18
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Tseng AS, Noseworthy PA. Prediction of Atrial Fibrillation Using Machine Learning: A Review. Front Physiol 2021; 12:752317. [PMID: 34777014 PMCID: PMC8581234 DOI: 10.3389/fphys.2021.752317] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 10/04/2021] [Indexed: 02/01/2023] Open
Abstract
There has been recent immense interest in the use of machine learning techniques in the prediction and screening of atrial fibrillation, a common rhythm disorder present with significant clinical implications primarily related to the risk of ischemic cerebrovascular events and heart failure. Prior to the advent of the application of artificial intelligence in clinical medicine, previous studies have enumerated multiple clinical risk factors that can predict the development of atrial fibrillation. These clinical parameters include previous diagnoses, laboratory data (e.g., cardiac and inflammatory biomarkers, etc.), imaging data (e.g., cardiac computed tomography, cardiac magnetic resonance imaging, echocardiography, etc.), and electrophysiological data. These data are readily available in the electronic health record and can be automatically queried by artificial intelligence algorithms. With the modern computational capabilities afforded by technological advancements in computing and artificial intelligence, we present the current state of machine learning methodologies in the prediction and screening of atrial fibrillation as well as the implications and future direction of this rapidly evolving field.
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Affiliation(s)
| | - Peter A. Noseworthy
- Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN, United States
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19
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Ocak M, Tascanov MB. Clinical value of the combined use of P-wave dispersion and troponin values to predict atrial fibrillation recurrence in patients with paroxysmal atrial fibrillation. Rev Port Cardiol 2021; 40:679-684. [PMID: 34503707 DOI: 10.1016/j.repce.2020.10.022] [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: 05/21/2020] [Accepted: 10/16/2020] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION P-wave dispersion (PWD) and cardiac troponin levels are independently associated with the recurrence of atrial fibrillation (AF) in patients with paroxysmal AF (PAF). We investigated the clinical usefulness of combining PWD and cardiac troponin I to predict AF recurrence in patients presenting to the emergency department with PAF. METHODS This study included 65 patients with PAF who were divided into three groups according to baseline troponin I and PWD values (group 1, troponin I<0.11 ng/dl and PWD<44.5 ms; group II, troponin I<0.11 ng/dl and PWD≥44.5 ms, or troponin I≥0.11 ng/dl and PWD<44.5 ms; group III, troponin I≥0.11 ng/dl and PWD≥44.5 ms). RESULTS The AF recurrence rate was significantly higher in group III than in groups I and II. Multivariate analysis revealed that the troponin I and PWD values in group III (odds ratio: 7.236, 95% confidence interval: 1.879-27.861, p=0.004) were independent predictors of AF recurrence. CONCLUSIONS The combined use of PWD and basal troponin I levels is a better predictor of AF recurrence than either value alone.
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Affiliation(s)
- Metin Ocak
- Gazı State Hospital, Emergency Clinic Samsun, Turkey.
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Baskovski E, Altin AT, Candemir B, Akyurek O, Esenboga K, Tutar E. Relationship between left atrial scar and P wave dispersion in patients undergoing atrial fibrillation catheter ablation. Acta Cardiol 2021; 77:586-592. [PMID: 34427176 DOI: 10.1080/00015385.2021.1967613] [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: 10/20/2022]
Abstract
BACKGROUND Left atrial scar is an important entity in the atrial fibrillation substrate. P wave dispersion (PWD) is an indicator of slow and inhomogeneous conduction in the atria. In this study, we aim to investigate the relation between PWD and left atrial scars identified by electroanatomical mapping. METHODS Patients who had an electroanatomical map obtained during sinus rhythm as well as at least one electrocardiogram in sinus rhythm prior to the procedure were included in the study. Left atrial scar (defined as <0.5 mV) area was calculated on the electroanatomical map. Maximum and minimum P wave duration and PWD were compared between patients with and without left atrial scar. RESULTS A total of 224 patients were enrolled in the study. Of them, 47.9% of the patients were female. On the electroanatomical map, left atrial scar was identified in 103 patients, and no scar was present in 121 patients. PWD was significantly increased in patients with left atrial scar when compared to the no-scar group (46 ms ± 20 vs. 38 ms ± 15, respectively, p < 0.001). Similarly, PWD was significantly increased in patients with moderate-to-severe scar, when compared to patients with mild scar (50 ms ± 19 vs. 41 ms ± 19, respectively, p = 0.026). PWD was found not to be a good predictor of left atrial scar with an AUC of 0.625 for scar vs. no scar. CONCLUSION PWD is significantly increased in patients with left atrial scar identified by electroanatomical mapping, however, the receiver operating characteristic analysis showed that PWD is not a good predictor of presence of left atrial scar.
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Affiliation(s)
- Emir Baskovski
- Cardiology Department, Ankara University, Ankara, Turkey
| | | | - Basar Candemir
- Cardiology Department, Ankara University, Ankara, Turkey
| | - Omer Akyurek
- Cardiology Department, Ankara University, Ankara, Turkey
| | - Kerim Esenboga
- Cardiology Department, Ankara University, Ankara, Turkey
| | - Eralp Tutar
- Cardiology Department, Ankara University, Ankara, Turkey
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Heida A, van der Does WFB, van Staveren LN, Taverne YJHJ, Roos-Serote MC, Bogers AJJC, de Groot NMS. Conduction Heterogeneity: Impact of Underlying Heart Disease and Atrial Fibrillation. JACC Clin Electrophysiol 2021; 6:1844-1854. [PMID: 33357582 DOI: 10.1016/j.jacep.2020.09.030] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 08/25/2020] [Accepted: 09/22/2020] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The goal of this study is to investigate the impact of various underlying heart diseases (UHDs) and prior atrial fibrillation (AF) episodes on conduction heterogeneity. BACKGROUND It is unknown whether intra-atrial conduction during sinus rhythm differs between various UHD or is influenced by AF episodes. METHODS Epicardial sinus rhythm mapping of the right atrium, Bachmann's bundle (BB), left atrium and pulmonary vein area was performed in 447 participants (median age: 67 [interquartile range (IQR): 59 to 73] years) with or without AF undergoing cardiac surgery for ischemic heart disease, (ischemic and) valvular heart disease, or congenital heart disease. Conduction times (CTs) were defined as Δ local activation time between 2 adjacent electrodes and used to assess frequency (CTs ≥ 4 ms) and magnitude of conduction disorders (in increments of 10 ms). RESULTS When comparing the 3 types of UHD, there were no differences in frequencies and magnitude of CTs at all locations (p ≥ 0.017 and p ≥ 0.005, respectively). Prior AF episodes were associated with conduction slowing throughout both atria (14.9% [IQR: 11.8 to 17.0] vs. 12.8% [IQR: 10.9 to 14.6]; p < 0.001). At BB, CTs with magnitudes ≥30 ms were more common in patients with AF (n = 56.2% vs. n = 36.0%; p < 0.004). CONCLUSIONS UHD has no impact on the frequency and severity of conduction disorders. AF episodes are associated with more conduction disorders throughout both atria and with more severe conduction disorders at BB. The next step will be to determine the relevance of these conduction disorders for AF development and maintenance.
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Affiliation(s)
- Annejet Heida
- Department of Cardiology, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | | | - Yannick J H J Taverne
- Department of Cardiothoracic Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
| | | | - Ad J J C Bogers
- Department of Cardiothoracic Surgery, Erasmus Medical Center, Rotterdam, the Netherlands
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Clinical value of the combined use of P-wave dispersion and troponin values to predict atrial fibrillation recurrence in patients with paroxysmal atrial fibrillation. Rev Port Cardiol 2021. [PMID: 34103233 DOI: 10.1016/j.repc.2020.10.019] [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: 11/21/2022] Open
Abstract
INTRODUCTION P-wave dispersion (PWD) and cardiac troponin levels are independently associated with the recurrence of atrial fibrillation (AF) in patients with paroxysmal AF (PAF). We investigated the clinical usefulness of combining PWD and cardiac troponin I to predict AF recurrence in patients presenting to the emergency department with PAF. METHODS This study included 65 patients with PAF who were divided into three groups according to baseline troponin I and PWD values (group 1, troponin I<0.11 ng/dl and PWD<44.5 ms; group II, troponin I<0.11 ng/dl and PWD≥44.5 ms, or troponin I≥0.11 ng/dl and PWD<44.5 ms; group III, troponin I≥0.11 ng/dl and PWD≥44.5 ms). RESULTS The AF recurrence rate was significantly higher in group III than in groups I and II. Multivariate analysis revealed that the troponin I and PWD values in group III (odds ratio: 7.236, 95% confidence interval: 1.879-27.861, p=0.004) were independent predictors of AF recurrence. CONCLUSIONS The combined use of PWD and basal troponin I levels is a better predictor of AF recurrence than either value alone.
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Akyüz AR, Özderya A, Şahin S, Kul S, Turan T, Erkan H, Çırakoğlu ÖF, Karal H, Korkmaz L. Relation of p - wave dispersion with presystolic a - wave and aortic valve sclerosis in asymptomatic subjects. Echocardiography 2021; 38:386-393. [PMID: 33617677 DOI: 10.1111/echo.15011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 01/22/2021] [Accepted: 02/11/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND P-wave duration and P-wave dispersion (PWD) are thought to be the surrogate marker of devoloping atrial fibrillation (AF). The main purpose of present study was to investigate the association between presystolic wave (PSW), aortic valve sclerosis, and PWD. PATIENTS AND METHODS Patients with sinus rhythm admitted to the cardiology outpatient clinic were consecutively enrolled. Maximum (Pmax) and minimum (Pmin) P-wave duration and PWD were measured. Echocardiography was used to assess the aortic valve morphology and presence of PSW. The patients were divided into two groups according to presence or absence of AVSc and PSW. RESULTS A total of 100 patients were enrolled consecutively. Patients with both PSW and AVSc had higher PWD values compared with those without PSW (42 ± 15 vs 65 ± 20) and AVSc (52 ± 21 vs 69 ± 19). The patients were categorized on the basis of median PWD values. According to univariate analysis, there was significant association between PWD and presence of PSW (P: .004), presence of AVS (P: .011), hypertension (P: .01) interventricular septal thickness (IVST) (P: .026), and posterior wall thickness (PWT) (P: .022). Multivariate logistic regression analyses demonstrated presence of PSW (95% confidence interval (1.058-6.505, P: .037) as an independent determinant of PWD. CONCLUSION Assessment of presystolic A-wave on echocardiography examination may provide important information regarding the atrial conduction velocities that is a electrophysiological cause of AF. While there was a significant association between AVSc and PWD in univariate analysis, this significance disappeared in multivariate analysis.
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Affiliation(s)
- Ali Rıza Akyüz
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
| | - Ahmet Özderya
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
| | - Sinan Şahin
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
| | - Selim Kul
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
| | - Turhan Turan
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
| | - Hakan Erkan
- Department of Cardiology, University of Health Sciences, Bursa Yüksek İhtisas Training and Research Hospital, Bursa, Turkey
| | - Ömer Faruk Çırakoğlu
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
| | - Hüseyin Karal
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
| | - Levent Korkmaz
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, Turkey
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Cho MS, Nam GB, Kim YN, Kim J, Choi KJ, Kim YH. Clinical Implications of Ventricular Repolarization Parameters on Long-Term Risk of Atrial Fibrillation - Longitudinal Follow-up Data From a General Ambulatory Korean Population. Circ J 2020; 84:1067-1074. [PMID: 32461513 DOI: 10.1253/circj.cj-19-1151] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND This study investigated 12-lead electrocardiogram (ECG) predictors associated with atrial fibrillation (AF) or flutter (AFL), specifically whether ventricular repolarization abnormalities in surface ECG (i.e., non-specific ST-T abnormalities [NSSTTA], QT prolongation, early repolarization [ER]) were associated with the development of AF or AFL. METHODS AND RESULTS This study included 16,793 ambulatory Koreans (mean age 48.2 years, 62.3% male) who underwent medical check-ups at Asan Medical Center in 2002 (NSSTTA, n=1,037 [6.2%]; ER, n=1,493 [8.9%]). The primary outcome was the incidence of ECG-documented AF or AFL. During follow-up, new-onset AF or AFL was documented in 334 subjects (2.0%). The incidence of AF or AFL at the 10-year follow-up was higher in patients with than without NSSTTA (3.5% vs. 1.6%; hazard ratio [HR] 1.79, 95% confidence interval [CI] 1.28-2.50). The QT interval was associated with a higher risk of AF or AFL (HR 1.12 [95% CI 1.07-1.17] per 10 ms), and the risk was even higher in patients with multiple-region NSSTTA (HR 2.30; 95% CI 1.64-3.21) and NSSTTA with QT prolongation (HR 4.06; 95% CI 2.14-7.69). ER was not associated with a higher risk of AF or AFL (HR 1.02; 95% CI 0.71-1.46). CONCLUSIONS NSSTTA and QT prolongation, but not ER, were associated with a higher risk of future AF or AFL in a general ambulatory population after adjusting for parameters of atrial depolarization.
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Affiliation(s)
- Min Soo Cho
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine
| | - Gi-Byoung Nam
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine
| | - Yu Na Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine
| | - Jun Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine
| | - Kee-Joon Choi
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine
| | - You-Ho Kim
- Department of Cardiology, Asan Medical Center, University of Ulsan College of Medicine
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Salih AF, Brazinji AFA. Value of P wave dispersion in pediatric patients with secundum atrial septal defect. ELECTRONIC JOURNAL OF GENERAL MEDICINE 2019. [DOI: 10.29333/ejgm/115849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Relationship between paroxysmal atrial fibrillation and a novel electrocardiographic parameter P wave peak time. J Electrocardiol 2019; 57:81-86. [DOI: 10.1016/j.jelectrocard.2019.09.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Revised: 08/18/2019] [Accepted: 09/04/2019] [Indexed: 12/22/2022]
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Chen Q, Gasperetti A, Della Rocca DG, Mohanty S, Gedikli O, Trivedi C, Chauca-Tapia A, Di Biase L, Natale A. The Value of Baseline and Arrhythmic ECG in the Interpretation of Arrhythmic Mechanisms. Card Electrophysiol Clin 2019; 11:219-238. [PMID: 31084848 DOI: 10.1016/j.ccep.2019.02.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Owing to the rapid development of new electrophysiologic techniques, our understanding of arrhythmias and their underlying mechanisms has reached unprecedented levels. In some cases, baseline ECG alterations can be identified before arrhythmia development; early recognition of these alterations is of utmost importance to start appropriate preventive therapies and stratify the risk according to patients' outcomes. Hereby, we report a systematic revision of main baseline ECG abnormalities and their implications on clinical outcomes.
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Affiliation(s)
- Qiong Chen
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA; Henan Provincial People's Hospital, No. 7 Weiwu, Zhengzhou, Henan Province, China
| | - Alessio Gasperetti
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA
| | - Domenico G Della Rocca
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA.
| | - Sanghamitra Mohanty
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA
| | - Omer Gedikli
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA
| | - Chintan Trivedi
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA
| | - Alfredo Chauca-Tapia
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA
| | - Luigi Di Biase
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA; Department of Internal Medicine, Dell Medical School, University of Texas, 1501 Red River Street, Austin, TX 78712, USA; Department of Biomedical Engineering, Cockrell School of Engineering, University of Texas, 301 East Dean Keeton Street, Austin, TX 78712, USA; Arrhythmia Services, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, 111 East 210th Street, Bronx, NY 10467, USA; Department of Clinical and Experimental Medicine, University of Foggia, Via A. Gramsci 09/91, Apulia, Foggia 71122, Italy
| | - Andrea Natale
- Texas Cardiac Arrhythmia Institute, St David's Medical Center, 3000 N. IH-35, Suite 720, Austin, TX 78705, USA; Department of Internal Medicine, Dell Medical School, University of Texas, 1501 Red River Street, Austin, TX 78712, USA; Department of Biomedical Engineering, Cockrell School of Engineering, University of Texas, 301 East Dean Keeton Street, Austin, TX 78712, USA; Interventional Electrophysiology, Scripps Clinic, 9898 Genessee Avenue, La Jolla, CA 92037, USA; Department of Cardiology, Metro Health Medical Center, Case Western Reserve University School of Medicine, 2109 Adelbert Road, Cleveland, OH 44106, USA; Division of Cardiology, Stanford University, 870 Quarry Road, Stanford, CA 94305, USA
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Abstract
INTRODUCTION Migraine is a common neurovascular disease characterised with recurrent attacks by pain-free periods. It has been suggested that both sympathetic and parasympathetic dysfunctions play a role in its pathophysiology. AIM The aim of our study was to investigate the ECG changes during attack-free period in children with migraine, in terms of QTc interval, QTc, and P-wave dispersion to evaluate the autonomic nervous system disturbance. METHODS Sixty children who were diagnosed with migraine were included as patient group and 50 healthy, age- and body mass index-matched children who were examined for innocent murmur were included as control group. The patients' routine ECG records were screened from the outpatient clinic files. The durations of P-wave, QT, and QTc intervals and dispersion values and heart rates (beats/minute) were compared between the patient and control groups. RESULTS P maximum and P dispersion were significantly higher, and P minimum was significantly lower in the migraine group compared with the control group. QT-QTc maximum and QT-QTc dispersion were significantly higher and QT-QTc minimum was significantly lower in the migraine group compared with the control group. CONCLUSION According to our findings, although migraine patients were asymptomatic and no arrhythmia was detected in the surface ECG, sympathovagal balance in the sympathetic system, which may be disrupted in favour of the sympathetic system, should continue even in the attack-free period, and we should be careful in terms of serious arrhythmias that may develop in these patients.
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Badran HM, Faheem N, Wassely KW, Yacoub M. Relationship of left atrial mechanics to electrical activity on surface electrocardiography in idiopathic dilated cardiomyopathy. Glob Cardiol Sci Pract 2019; 2019:7. [PMID: 31024949 PMCID: PMC6472689 DOI: 10.21542/gcsp.2019.7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Aim: (1) Assess left atrial (LA) mechanics and electromechanical delay in patients with idiopathic dilated cardiomyopathy (IDCM), and (2) examine the relationship between atrial electromechanical delay and atrial electrical activity [P-wave duration, P-wave dispersion (PWD) and P terminal force (PTF)] on surface ECG. Methods: 73 IDCM patients (age 36 ± 17 years); 63% men,25 age & sex matched healthy subjects were studied. LA atrial electromechanical delay & mechanics (εsys, SRsys, SRe, SRa) were measured with 2D-strain. From 12-lead electrocardiograms, P-wave duration, PWD and PTF calculated. Results: Reservoir, conduit and contractile functions were predominantly reduced compared to control (P < 0.001). Intra-atrial electromechanical delay was 88.9 ± 84.6 in IDCM versus 27.4 ± 16.5 in control (P < 0.0001). In IDCM, PWD (52.89 ± 15), Pmax(98 ± 17.5) and PTF(58.2 ± 36) were significantly increased compared to control (36.20 ± 8.9, 79 ± 9.9, 25.22 ± 8.76) respectively (P < 0.0001). A positive correlation was detected between intra-atrial electromechanical delay and PWD &PTF (r = 0.5, P < 0.0001). By stepwise multiple linear regression analyses, LA reservoir function (LA εsys) [β = 0.754; CI at 95%:0.356-0.780, P < 0.001] and LA volume [β = 0.743; CI 95%:0.423-0.75, P < 0.001], and PWD [β=0.848; CI 95%:0.311-0.644, P < 0.0001], and PTF [β = 0.927; CI 95%: 0.357-0.722, P < 0.0001] are independent predictors for LA electromechanical delay in IDCM. Conclusion: In addition to altered LA mechanics, atrial electromechanical delay gets longer in IDCM and is correlated with PWD and PTF. Atrial electrical dispersion on surface ECG could be early index of LA dysfunction that deserves further study.
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Affiliation(s)
- Hala Mahfouz Badran
- Cardiology Department Menoufiya University, Egypt.,The BAHCM National Program, Egypt.,Aswan Heart Center, Aswan, Egypt
| | - Naglaa Faheem
- Cardiology Department Menoufiya University, Egypt.,The BAHCM National Program, Egypt
| | | | - Magdi Yacoub
- The BAHCM National Program, Egypt.,Aswan Heart Center, Aswan, Egypt.,Imperial College, London, UK
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30
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Intra- and interatrial conduction abnormalities: hemodynamic and arrhythmic significance. J Interv Card Electrophysiol 2018; 52:293-302. [DOI: 10.1007/s10840-018-0413-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 07/11/2018] [Indexed: 10/28/2022]
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Kuzu F. The effect of type 2 diabetes on electrocardiographic markers of significant cardiac events. Pak J Med Sci 2018; 34:626-632. [PMID: 30034428 PMCID: PMC6041533 DOI: 10.12669/pjms.343.14562] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Background & Objectives: In diabetics, cardiac microvascular circulation disorder increases the risk of arrhythmia and sudden cardiac death. Tpeak-Tend (Tp-e) interval, Tp-e dispersion, and Tp-e/QT and Tp-e/QTc ratios measured by surface electrocardiogram (ECG) are new parameters used to evaluate ventricular arrhythmogenity. We aimed to compare QT dispersion (QTd), corrected QT dispersion (QTcd), P dispersion (Pd), Tp-e interval, Tp-e dispersion, and Tp-e/QT and Tp-e/QTc ratios in patients with type- 2 diabetes (T2D) with healthy population. Methods: Electrocardiographic parameters of a total of 100 patients diagnosed with T2D were retrospectively analyzed and compared with the ECG results of 100 healthy age-, sex-, and body weight and height-matched controls. Results: The Pd, QT interval, QTc interval, QTd, QTcd, Tp-e/QT, Tp-e/QT ratios were higher in the patients. A statistically significant correlation was found only between hemoglobin A1c and Tp-e dispersion, QTd, QTcd, Pd, Tp-e/QT and Tp-e/QTc parameters, in linear regression analysis. There was also a statistically significant positive correlation between the values of low-density lipoprotein, systolic blood pressure, and Tp-e dispersion. Conclusion: The risk of arrhythmia can be predicted by evaluating Tp-e interval, Tp-e dispersion, Tp-e/QT, and Tp-e/QTc ratio, suggesting heterogeneity of ventricular repolarization and P wave and Pd showing heterogeneity of atrial repolarization in diabetic patients.
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Affiliation(s)
- Fatih Kuzu
- Fatih Kuzu, MD. Department of Endocrinology and Metabolism, Dumlupinar University, Evliya Celebi Training and Research Hospital, Kutahya, Turkey
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Ozturk HM, Erdogan M, Alsancak Y, Yarlioglues M, Duran M, Boztas MH, Murat SN, Ozturk S. Electrocardiographic alterations in patients consuming synthetic cannabinoids. J Psychopharmacol 2018; 32:296-301. [PMID: 29108464 DOI: 10.1177/0269881117736918] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION The aim of this study was to investigate the electrocardiographic parameters in patients consuming synthetic cannabinoids. METHODS Thirty-five patients who were consuming synthetic cannabinoids were enrolled to the study, prospectively. The control group included 35 healthy age and sex-matched volunteers. The standard 12-lead surface electrocardiograms of the study population were recorded. P maximum (Pmax), P minimum (Pmin), P wave dispersion, interatrial duration, P wave area in D2 derivation, abnormal P terminal force in V1 derivation, heart rate, QT interval, corrected QT, QT dispersion, PR interval duration and macrovolt T-wave alternans were evaluated by two experienced cardiologists. The intra-observer and inter-observer variations for all measurements were non-significant. RESULTS Pmax and Pmin duration was not different between the groups ( p=0.96, p=0.15, respectively). However, P wave dispersion was higher in the patient group compared to control group (34±9.4, 29.5±6.6, p=0.02, respectively). QT interval was significantly higher in the patient group than the control group (380.3±25, 365.6±22.8, p=0.01, respectively). Besides, corrected QT was higher in the patient group compared to control group (415±36.8, 392±15.5, p=0.001, respectively). QT dispersion was also higher in the patient group than the control group (39.8±10.0, 29.2±5.4, p<0.001, respectively). CONCLUSION Altered electrocardiography parameters linked with atrial and ventricular arrhythmia development may be observed in patients consuming synthetic cannabinoids. These patients should be evaluated regularly for cardiovascular disease and arrhythmia development. The electrocardiogram, which is a cheap and easy test to apply, can be used to determine the pro-arrythmic risk in patients consuming synthetic cannabinoids.
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Affiliation(s)
- Hayriye M Ozturk
- 1 Department of Psychiatry, Ankara Numune Education and Research Hospital, Turkey
| | - Mehmet Erdogan
- 2 Department of Cardiology, Ankara Education and Research Hospital, Turkey
| | - Yakup Alsancak
- 3 Department of Cardiology, Ankara Atatürk Education and Research Hospital, Turkey
| | - Mikail Yarlioglues
- 2 Department of Cardiology, Ankara Education and Research Hospital, Turkey
| | - Mustafa Duran
- 2 Department of Cardiology, Ankara Education and Research Hospital, Turkey
| | - M Hamid Boztas
- 4 Department of Psychiatry, Abant Izzet Baysal University Izzet Baysal Mental Health and Disorders Education and Research Hospital, Bolu, Turkey
| | - Sani N Murat
- 2 Department of Cardiology, Ankara Education and Research Hospital, Turkey
| | - Selcuk Ozturk
- 2 Department of Cardiology, Ankara Education and Research Hospital, Turkey
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Utility of P-Wave Dispersion in the Prediction of Atrial Fibrillation. CURRENT HEALTH SCIENCES JOURNAL 2017; 43:5-11. [PMID: 30595848 PMCID: PMC6286725 DOI: 10.12865/chsj.43.01.01] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/14/2017] [Accepted: 03/14/2017] [Indexed: 11/18/2022]
Abstract
Prevention is important in the case of the most common sustained arrhythmia-atrial fibrillation, with the intention of obtaining both medical and economic benefits. Electrocardiographic parameters have been tested as predictors of atrial fibrillation in different settings, and indices of P-wave have been assiduously studied.Increased P-wave dispersion has been described in different illnesses and correlated with several echocardiographic and clinical parameters. Several studies have demonstrated the relationship between P-wave dispersion with the first episode or paroxysmal atrial fibrillation, as well as with the recurrence of atrial fibrillation after conversion to sinus rhythm. Despite of some critics, the current evidencesentitleus to continue studying P-wave dispersion and use it for identifying patients with risk for atrial fibrillation.
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Krummen DE, Ho G. Left Atrial Venous Anatomy. JACC Clin Electrophysiol 2017; 3:1033-1036. [DOI: 10.1016/j.jacep.2017.04.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 04/12/2017] [Accepted: 04/18/2017] [Indexed: 11/25/2022]
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P wave peak time; a novel electrocardiographic parameter in the assessment of coronary no-reflow. J Electrocardiol 2017. [DOI: 10.1016/j.jelectrocard.2017.06.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Ding YH, Ma Y, Qian LY, Xu Q, Wang LH, Huang DS, Zou H. Linking atrial fibrillation with non-alcoholic fatty liver disease: potential common therapeutic targets. Oncotarget 2017; 8:60673-60683. [PMID: 28948002 PMCID: PMC5601170 DOI: 10.18632/oncotarget.19522] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 07/13/2017] [Indexed: 01/18/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) and atrial fibrillation (AF) are common chronic non-infectious diseases with rising incidences. NAFLD is an independent risk factor for the onset of AF, after adjusting potentially related factors. The pathogenesis of these diseases share several mechanisms including reduced adiponectin level, insulin resistance, and renin angiotensin aldosterone system (RAAS) activation, in addition to activation of common disease pathways that promote inflammation, oxidative stress, and fibrosis. Furthermore, statins and RAAS blockers exert therapeutic effects concurrently on NAFLD and AF. The common pathogenesis of NAFLD and AF may serve as a potential therapeutic target in the future.
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Affiliation(s)
- Ya-Hui Ding
- Department of Cardiology, Zhejiang Provincial People's Hospital, Hangzhou 310014, China.,People's Hospital of Hangzhou Medical College, Hangzhou 310014, Zhejiang Province, China
| | - Yuan Ma
- Department of Cardiology, Zhejiang Provincial People's Hospital, Hangzhou 310014, China.,People's Hospital of Hangzhou Medical College, Hangzhou 310014, Zhejiang Province, China
| | - Lin-Yan Qian
- Department of Cardiology, Zhejiang Provincial People's Hospital, Hangzhou 310014, China.,People's Hospital of Hangzhou Medical College, Hangzhou 310014, Zhejiang Province, China
| | - Qiang Xu
- Department of Cardiology, Zhejiang Provincial People's Hospital, Hangzhou 310014, China.,People's Hospital of Hangzhou Medical College, Hangzhou 310014, Zhejiang Province, China
| | - Li-Hong Wang
- Department of Cardiology, Zhejiang Provincial People's Hospital, Hangzhou 310014, China.,People's Hospital of Hangzhou Medical College, Hangzhou 310014, Zhejiang Province, China
| | - Dong-Sheng Huang
- Department of Hepatobiliary Surgery, Zhejiang Provincial People's Hospital, Hangzhou 310014, China.,People's Hospital of Hangzhou Medical College, Hangzhou 310014, Zhejiang Province, China
| | - Hai Zou
- Department of Cardiology, Zhejiang Provincial People's Hospital, Hangzhou 310014, China.,People's Hospital of Hangzhou Medical College, Hangzhou 310014, Zhejiang Province, China
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Bulut M, Evlice M, Celik M, Eren H, Savluk ÖF, Acar RD, Tabakci M, Emiroglu MY, Otcu (Nurse) O, Kargin R, Balkanay M, Akcakoyun M. Atrial electromechanical delay in patients undergoing heart transplantation. J Arrhythm 2017; 33:122-126. [PMID: 28416978 PMCID: PMC5388059 DOI: 10.1016/j.joa.2016.07.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 06/24/2016] [Accepted: 07/14/2016] [Indexed: 11/17/2022] Open
Abstract
Background We aimed to assess atrial electromechanical delay (AEMD) in patients who had undergone heart transplantation. Methods A total of 32 patients who underwent biatrial anastomosis heart transplantation (24 men, 8 women; mean age: 42±11 years) and 30 healthy volunteers (20 men, 10 women; mean age: 36±13 years) were included in the study. Atrial electromechanical coupling (PA), intra-AEMD, and inter-AEMD were measured. Results PA lateral (68±7 vs. 51±11 ms, p<0.01), PA septal (50±5 vs. 42±8 ms, p< 0.01) and PA tricuspid (39±6 vs. 36±9 ms, p<0.01), inter-AEMD (PA lateral–PA tricuspid) (27±7 vs. 10±4 ms, p<0.01), left intra-AEMD (PA lateral–PA septal) (18±7 vs. 10±4 ms, p<0.01), right intra-AEMD (PA septal–PA tricuspid) (13±5 vs. 5±3 ms, p<0.01) values were higher in patients who underwent heart transplantation than in a control population. Conclusion Inter-AEMD and intra-AEMD were prolonged in patients who underwent heart transplantation as compared to a control population. This may explain the increased atrial fibrillation and other atrial arrhythmia incidences associated with the biatrial anastomosis heart transplantation technique and may contribute to the treatment of atrial fibrillation in this special patient group.
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Affiliation(s)
- Mustafa Bulut
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Mert Evlice
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Mehmet Celik
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Hayati Eren
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Ömer F. Savluk
- Department of Anesthesia, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Rezzan D. Acar
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Mustafa Tabakci
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Mehmet Y. Emiroglu
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Ozlem Otcu (Nurse)
- Department of Cardiovascular Surgery, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Ramazan Kargin
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
| | - Mehmet Balkanay
- Department of Cardiovascular Surgery, Katip Celebi University and Ataturk Training and Research Hospital, Izmir, Turkey
| | - Mustafa Akcakoyun
- Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, Istanbul, Turkey
- Correspondence to: Department of Cardiology, Kartal Kosuyolu High Speciality Training and Research Hospital, 34846, Kartal, Istanbul, Turkey. Fax: +90 216 4596321.
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Abstract
BACKGROUND P-wave dispersion is a new and simple electrocardiographic marker that has been reported to be associated with inhomogeneous and discontinuous propagation of sinus impulses. In the present study, we evaluated P-wave dispersion in obese adolescents and investigated the relationship between P-wave dispersion, cardiovascular risk factors, and echocardiographic parameters. METHODS We carried out a case-control study comparing 150 obese adolescents and 50 healthy controls. Maximum and minimum P-wave durations were measured using a 12-lead surface electrocardiogram, and P-wave dispersion was calculated as the difference between these two measures. Echocardiographic examination was also performed for each subject. Multivariate linear regression analysis with stepwise variable selection was used to evaluate parameters associated with increased P-wave dispersion in obese subjects. RESULTS Maximum P-wave duration and P-wave dispersion were significantly higher in obese adolescents than control subjects (143±19 ms versus 117±20 ms and 49±15 ms versus 29±9 ms, p<0.0001 for both). P-wave dispersion was positively correlated with body mass index, waist and hip circumferences, systolic and diastolic blood pressures, total cholesterol, serum levels of low-density lipoprotein cholesterol, triglycerides, glucose, and insulin, homoeostasis model assessment for insulin resistance score, left ventricular mass, and left atrial dimension. P-wave dispersion was negatively correlated with high-density lipoprotein cholesterol levels. By multiple stepwise regression analysis, left atrial dimension (β: 0.252, p=0.008) and homoeostasis model assessment for insulin resistance (β: 0.205; p=0.009) were independently associated with increased P-wave dispersion in obese adolescents. CONCLUSIONS Insulin resistance is a significant, independent predictor of P-wave dispersion in obese adolescents.
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P-wave dispersion in patients with Guillain-Barré syndrome. Acta Neurol Belg 2017; 117:289-293. [PMID: 27807759 DOI: 10.1007/s13760-016-0717-z] [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: 04/29/2016] [Accepted: 10/20/2016] [Indexed: 10/20/2022]
Abstract
Cardiac autonomic dysfunction assessed by the presence of arrhythmia, by the methods, such as heart rate variability or blood pressure variability, and by the electrocardiographic abnormalities is common in Guillain-Barré syndrome (GBS). The goal of present study was to analyze the P-wave dispersion (PWD), which is the non-invasive marker of atrial arrhythmia, in GBS patients and to compare those with healthy individuals. Thirty-five patients with GBS (mean age 53.6 ± 15.5 years) and 35 healthy controls (mean age 49.2 ± 14.1 years) were included to this study. Demographic and clinical information of the patients with GBS were assessed retrospectively. A 12-lead surface electrocardiogram was acquired from all participants. Minimum and maximum P-wave duration and PWD were measured in the patients with GBS and healthy controls. Maximum P-wave duration and PWD were significantly longer, and minimum P-wave duration was significantly lower in the patients with GBS rather than the control group (p = 0.037, p < 0.001, p = 0.007, respectively). GBS disability scores were positively correlated with the maximum P-wave duration (p = 0.015, r = 0.406) and PWD (p = 0.001, r = 0.525). We found that PWD was significantly prolonged in GBS patients compared with the controls. The increased PWD which is cheap, quick, non-invasive and feasible electrocardiographic marker may be related to increased risk for atrial fibrillation in patients with GBS.
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Cabrera S, Vallès E, Benito B, Alcalde Ó, Jiménez J, Fan R, Martí-Almor J. Simple predictors for new onset atrial fibrillation. Int J Cardiol 2016; 221:515-20. [DOI: 10.1016/j.ijcard.2016.07.077] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Accepted: 07/04/2016] [Indexed: 10/21/2022]
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Ozdemir R, Isguder R, Kucuk M, Karadeniz C, Ceylan G, Katipoglu N, Yilmazer MM, Yozgat Y, Mese T, Agin H. A Valuable Tool in Predicting Poor Outcome due to Sepsis in Pediatric Intensive Care Unit: Tp-e/QT Ratio. J Trop Pediatr 2016; 62:377-84. [PMID: 27085180 DOI: 10.1093/tropej/fmw021] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
OBJECTIVE To assess the feasibility of 12-lead electrocardiographic (ECG) measures such as P wave dispersion (PWd), QT interval, QT dispersion (QTd), Tp-e interval, Tp-e/QT and Tp-e/QTc ratio in predicting poor outcome in patients diagnosed with sepsis in pediatric intensive care unit (PICU). METHODS Ninety-three patients diagnosed with sepsis, severe sepsis or septic shock and 103 age- and sex-matched healthy children were enrolled into the study. PWd, QT interval, QTd, Tp-e interval and Tp-e/QT, Tp-e/QTc ratios were obtained from a 12-lead electrocardiogram. RESULTS PWd, QTd, Tp-e interval and Tp-e/QT, Tp-e/QTc ratios were significantly higher in septic patients compared with the controls. During the study period, 41 patients had died. In multivariate logistic regression analyses, only Tp-e/QT ratio was found to be an independent predictor of mortality. CONCLUSION The ECG measurements can predict the poor outcome in patients with sepsis. The Tp-e/QT ratio may be a valuable tool in predicting mortality for patients with sepsis in the PICU.
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Affiliation(s)
- Rahmi Ozdemir
- Department of Pediatric Cardiology, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Rana Isguder
- Department of Pediatric Intensive Care Unit, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Mehmet Kucuk
- Department of Pediatric Cardiology, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Cem Karadeniz
- Department of Pediatric Cardiology, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Gokhan Ceylan
- Department of Pediatric Intensive Care Unit, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Nagehan Katipoglu
- Department of Pediatric Intensive Care Unit, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Murat Muhtar Yilmazer
- Department of Pediatric Cardiology, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Yilmaz Yozgat
- Department of Pediatric Cardiology, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Timur Mese
- Department of Pediatric Cardiology, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
| | - Hasan Agin
- Department of Pediatric Intensive Care Unit, Izmir Dr. Behcet Uz Children's Hospital, Izmir, Turkey
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Duru M, Melek I, Seyfeli E, Duman T, Kuvandik G, Kaya H, Yalçin F. QTC Dispersion and P-Wave Dispersion during Migraine Attacks. Cephalalgia 2016; 26:672-7. [PMID: 16686905 DOI: 10.1111/j.1468-2982.2006.01081.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The aim of this study was to investigate increase of QTc dispersion and P-wave dispersion during migraine attacks. Fifty-five patients (16–65 years of age, 49 women, six men) with migraine were included in our study. Heart rate, QTc interval, maximum and minimum QTc interval, QTc dispersion, maximum and minimum P-wave duration and P-wave dispersion were measured from 12-lead ECG recording during migraine attacks and pain-free periods. ECGs were transferred to a personal computer via a scanner and then used for magnification of x400 by Adobe Photoshop software. Maximum QTc interval (454 ± 24 ms vs. 429 ± 23 ms, P < 0.001), QTc interval (443 ± 26 ms vs. 408 ± 22 ms, P <0.001) and QTc dispersion (63 ± 18 ms vs. 43 ± 14 ms, P <0.001) were found significantly higher during migraine attacks compared with pain-free periods. Maximum P-wave duration (107 ± 11 ms vs. 100 ± 11 ms, P <0.001) and P-wave dispersion (45 ± 13 ms vs. 35 ± 13 ms, P <0.001) were found higher during migraine attacks than pain-free periods. We concluded that migraine attacks are associated with increased QTc and P-wave dispersion compared with pain-free periods.
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Affiliation(s)
- M Duru
- Mustafa Kemal University Faculty of Medicine, Department of Emergency Medicine, Antakya/Hatay, Turkey.
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Caldirola D, Schruers KR, Nardi AE, De Berardis D, Fornaro M, Perna G. Is there cardiac risk in panic disorder? An updated systematic review. J Affect Disord 2016; 194:38-49. [PMID: 26802506 DOI: 10.1016/j.jad.2016.01.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Revised: 01/04/2016] [Accepted: 01/06/2016] [Indexed: 01/04/2023]
Abstract
BACKGROUND The recognized relationship between panic disorder (PD) and cardiac disorders (CDs) is not unequivocal. We reviewed the association between PD and coronary artery disease (CAD), arrhythmias, cardiomyopathies, and sudden cardiac death. METHODS We undertook an updated systematic review, according to PRISMA guidelines. Relevant studies dating from January 1, 2000, to December 31, 2014, were identified using the PubMed database and a review of bibliographies. The psychiatric and cardiac diagnostic methodology used in each study was then to very selective inclusion criteria. RESULTS Of 3044 studies, 14 on CAD, 2 on cardiomyopathies, and 1 on arrhythmias were included. Overall, the studies supported a panic-CAD association. Furthermore, in some of the studies finding no association between current full-blown PD and CAD, a broader susceptibility to panic, manifesting as past PD, current agoraphobia, or subthreshold panic symptoms, appeared to be relevant to the development of CAD. Preliminary data indicated associations between panic, arrhythmias, and cardiomyopathies. LIMITATIONS The studies were largely cross-sectional and conducted in cardiological settings. Only a few included blind settings. The clinical conditions of patients with CDs and the qualifications of raters of psychiatric diagnoses were highly heterogeneous. CDs other than CAD had been insufficiently investigated. CONCLUSIONS Our review supported a relationship between PD and CDs. Given the available findings and the involvement of the cardiorespiratory system in the pathophysiology of PD, an in-depth investigation into the panic-CDs association is highly recommended. This should contribute to improved treatment and prevention of cardiac events and/or mortality, linked to PD.
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Affiliation(s)
- Daniela Caldirola
- Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, FoRiPsi, 22032 Albese con Cassano, Como, Italy.
| | - Koen R Schruers
- Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6200 Maastricht, The Netherlands; Center for the Psychology of Learning and Experimental Psychopathology, Department of Psychology, University of Leuven, Tiensestraat 102, P.O. Box 3726, 3000 Leuven, Belgium
| | - Antonio E Nardi
- Laboratory of Panic and Respiration, Institute of Psychiatry, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Domenico De Berardis
- National Health Service, Department of Mental Health, Psychiatric Service of Diagnosis and Treatment, Hospital "G. Mazzini", ASL 4, Teramo, Italy
| | - Michele Fornaro
- Department of Education Science, University of Catania, Catania, Italy
| | - Giampaolo Perna
- Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, FoRiPsi, 22032 Albese con Cassano, Como, Italy; Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6200 Maastricht, The Netherlands; Department of Psychiatry and Behavioral Sciences, Leonard Miller School of Medicine, Miami University, 33136 Miami, USA
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Okutucu S, Aytemir K, Oto A. P-wave dispersion: What we know till now? JRSM Cardiovasc Dis 2016; 5:2048004016639443. [PMID: 27081484 PMCID: PMC4814939 DOI: 10.1177/2048004016639443] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2016] [Revised: 02/25/2016] [Accepted: 02/29/2016] [Indexed: 12/19/2022] Open
Abstract
P-wave dispersion is defined as the difference between the maximum and the minimum P-wave duration recorded from multiple different-surface ECG leads. It has been known that increased P-wave duration and P-wave dispersion reflect prolongation of intraatrial and interatrial conduction time and the inhomogeneous propagation of sinus impulses, which are well-known electrophysiologic characteristics in patients with atrial arrhythmias and especially paroxysmal atrial fibrillation. Extensive clinical evaluation of P-wave dispersion has been performed in the assessment of the risk for atrial fibrillation in patients without apparent heart disease, in hypertensives, in patients with coronary artery disease, in patients undergoing coronary artery bypass surgery, in patients with congenital heart diseases, as well as in other groups of patients suffering from various cardiac or non-cardiac diseases. In this paper, we aimed to summarize the measurement methods, current use in different clinical situations, strengths and limitations of the of P-wave dispersion.
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Affiliation(s)
- Sercan Okutucu
- Department of Cardiology, Memorial Ankara Hospital, Ankara, Turkey
| | - Kudret Aytemir
- Department of Cardiology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Ali Oto
- Department of Cardiology, Memorial Ankara Hospital, Ankara, Turkey
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Ozyigit T, Kocas O, Karadag B, Ozben B. Three dimensional left atrial volume index is correlated with P wave dispersion in elderly patients with sinus rhythm. Wien Klin Wochenschr 2016; 128:182-6. [PMID: 26932799 DOI: 10.1007/s00508-016-0973-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2015] [Accepted: 02/10/2016] [Indexed: 12/16/2022]
Abstract
BACKGROUND P wave dispersion is a noninvasive electrocardiographic predictor for atrial fibrillation. The aim of the study was to explore relation between left atrial volume index assessed by 3-dimensional echocardiography and P wave dispersion in elderly patients. METHODS Seventy-three consecutive patients over the age of 65 (mean age: 75 ± 7 years, 17 men) were included. P wave dispersion is calculated as the difference between maximum and minimum P wave durations. Left atrial volume index was measured by both 2-dimensional and 3-dimensional echocardiography and categorized as normal (≤ 34 mL/m(2)) or increased (mild, 35-41 mL/m(2); moderate, 42-48 mL/m(2); severe, ≥ 49 mL/m(2)). RESULTS Thirty-one patients had normal left atrium while 24 patients had mildly enlarged, nine had moderately enlarged, and nine had severely enlarged left atrium. Prolongation of P wave dispersion was more prevalent in patients with dilated left atrium. P wave dispersion was significantly correlated with both 2-dimensional (r = 0.600, p < 0.001) and 3-dimensional left atrial volume index (r = 0.688, p < 0.001). Both left atrial volume indexes were associated with prolonged P wave dispersion when adjusted for age, sex, presence of hypertension, and left ventricular mass index. Receiver-operator characteristic (ROC) analysis revealed that a 3-dimensional left atrial volume index ≥ 25 mL/m(2) separated patients with prolonged P wave dispersion with a sensitivity of 82.2 %, specificity of 67.9 %, positive predictive value of 80.4 %, and negative predictive value of 70.4 %. CONCLUSION In elderly patients, 3-dimensional left atrial volume index showed a better correlation with P wave dispersion and might be helpful in discriminating patients with prolonged P wave dispersion, who might be prone to atrial fibrillation.
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Affiliation(s)
- Tolga Ozyigit
- Department of Cardiology, American Hospital, Istanbul, Turkey
| | - Onur Kocas
- Department of Internal Medicine, Division of Endocrinology and Metabolism, Sisli Etfal Teaching and Research Hospital, Istanbul, Turkey
| | - Berrin Karadag
- Department of Internal Medicine, Division of Endocrinology and Metabolism, Sisli Etfal Teaching and Research Hospital, Istanbul, Turkey
| | - Beste Ozben
- Department of Cardiology, Marmara University Faculty of Medicine, Yildiz Caddesi Konak Apartmani No: 43/16, 34353, Besiktas/Istanbul, Turkey.
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Effect of transcatheter aortic valve replacement on P-wave duration, P-wave dispersion and left atrial size. JOURNAL OF GERIATRIC CARDIOLOGY : JGC 2016; 12:613-7. [PMID: 26788037 PMCID: PMC4712366 DOI: 10.11909/j.issn.1671-5411.2015.06.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Background P-wave dispersion (PWD), a measure of heterogeneity of atrial refractoriness, is defined as the difference between the maximum and minimum P-wave duration. In patients with severe aortic stenosis (AS), P-wave duration and PWD were shown to be increased, indicating atrial electrical remodeling. However, the effect of transcatheter aortic valve replacement (TAVR) on P-wave morphology has not been established yet. The aim of this study is to assess the short and long-term effects of TAVR with two types of bioprosthetic valves on P-wave duration and PWD in association with left atrial (LA) size. Methods Fifty-two (36 female) eligible patients in sinus rhythm who underwent transfemoral TAVR between June 01, 2012 and July 31, 2014 with either a Medtronic CoreValve (MCV) (n = 32) or an Edwards SAPIEN XT Valve (n = 20) were enrolled. Standard 12-lead electrocardiogram and echocardiographic evaluations were performed pre-procedurally, post-TAVR day one and 6 months post-TAVR. P-wave duration and PWD were measured and correlation analyses with echocardiographic variables were performed. Results P-wave duration and PWD were significantly decreased on post-TAVR day one (P < 0.05). They continued to decrease during the six month follow-up period, but were not significantly different from short-term values (P > 0.05). The decrease of LA diameter was found significant at the sixth-months of follow-up (P < 0.05). These changes were independent from the types of bioprosthetic valves implanted (P > 0.05). A positive correlation was detected between minimum P-wave duration and maximum aortic valve gradients at post-TAVR day one (r = 0.297, P = 0.032). Conclusions P-wave duration and PWD were significantly reduced early after TAVR indicating early reverse atrial electrical remodeling. Moreover, structural reverse remodeling of atrium was detected at the 6-months of follow-up. The effects of two types of bioprosthetic valves on atrial remodeling were similar.
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Balcı KG, Balcı MM, Maden O, Şen F, Akboga MK, Açar B, Kara M, Açıkgöz SK, Selcuk H, Selcuk MT. Usefulness of the Macruz Index for Predicting Successful Percutaneous Mitral Balloon Valvuloplasty in Patients with Mitral Stenosis. Med Princ Pract 2016; 25:110-6. [PMID: 26544600 PMCID: PMC5588346 DOI: 10.1159/000442201] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2014] [Accepted: 11/05/2015] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE The aim of this study was to determine whether the Macruz index (P/P-R segment) could predict the severity of valvular involvement and the success of percutaneous mitral balloon valvuloplasty (PMBV) in patients with mitral stenosis (MS). SUBJECTS AND METHODS Sixty-one patients with MS eligible for PMBV and 72 healthy subjects (61 females and 11 males) with sinus rhythm were enrolled into this study. PMBV was performed in all patients using a percutaneous transseptal antegrade approach and a multitrack balloon technique. The P/P-R segment ratio and echocardiographic variables were measured before and 48-72 h after the procedure. The optimal cutoff point for differences in the Macruz index to determine clinical success was evaluated by receiver operating characteristic analysis by calculating the area under the curve as giving the maximum sum of sensitivity and specificity for the significant test. RESULTS In the patient group (mean age 42.9 ± 11.1 years), the preprocedural Macruz index was significantly higher than in the control group (2.79 ± 1.03 vs. 1.29 ± 0.11; p < 0.001). In the successful-procedure group (n = 53), the mean postindex value was significantly lower (2.12 ± 0.71 vs. 2.81 ± 1.0, p = 0.020), and the decrease in the Macruz index was significantly higher than in the unsuccessful-procedure group (p = 0.007). An index decrease of 0.105 was the best cutoff value to distinguish the successful-PMBV group from the unsuccessful- PMBV group (area under the curve = 0.888, 95% confidence interval 0.788-0.988, p < 0.001). CONCLUSION The Macruz index was significantly higher in patients with MS compared to healthy subjects. A greater decrease in the Macruz index was associated with a successful PMBV.
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Affiliation(s)
- Kevser Gülcihan Balcı
- *Kevser Gülcihan Balcı, MD, Department of Cardiology, Turkiye Yuksek Ihtisas Research and Education Hospital, Park Flora Sitesi B blok No:4, Yaşamkent Çayyolu, TR—06810 Altìndağ, Ankara (Turkey), E-Mail
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Beig JR, Tramboo NA, Rather HA, Hafeez I, Ananth V, Lone AA, Yaqoob I, Bhat IA, Ali M. Immediate effect of percutaneous transvenous mitral commissurotomy on atrial electromechanical delay and P-wave dispersion in patients with severe mitral stenosis. Indian Heart J 2015; 67 Suppl 2:S46-54. [PMID: 26688153 DOI: 10.1016/j.ihj.2015.10.375] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 09/30/2015] [Accepted: 10/15/2015] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Mitral stenosis (MS) is associated with prolonged inter- and intra-atrial electromechanical delays and increased P-wave dispersion, which are markers of atrial fibrillation (AF) risk. This study was conducted to assess the immediate effect of successful percutaneous transvenous mitral commissurotomy (PTMC) on these parameters. METHODS This single center observational study included 25 patients with severe MS (aged 34.1 ± 7.1 years, with mean mitral valve area (MVA) of 0.74 ± 0.13 cm(2)), in sinus rhythm, who underwent successful PTMC at our hospital. P-wave dispersion (PWD) was calculated by subtracting minimum P-wave duration (P min) from maximum P-wave duration (Pmax), measured on a 12-lead surface ECG obtained from each patient in supine position at a paper speed of 50mm/s and 20mm/mV. Inter-atrial (AEMD), left intra-atrial (L-IAEMD), and right intra-atrial (R-IAEMD) electromechanical delays were measured on tissue Doppler imaging. PTMC was performed using the standard Inoue Balloon technique. All these parameters were evaluated and compared before and 24-48 h after PTMC. RESULTS Successful PTMC led to significant reduction in AEMD (p < 0.001), L-IAEMD (p < 0.001), and R-IAEMD (p < 0.001). There were no changes in Pmax, Pmin, and PWD immediately after PTMC. CONCLUSIONS Successful PTMC has a favorable early impact on inter- and intra-atrial electromechanical delays, which are considered as novel parameters of atrial electromechanical remodeling in MS patients. Prospective large-scale studies are required to confirm whether improvement in these markers translates into reduced long-term AF risk.
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Affiliation(s)
| | | | | | - Imran Hafeez
- Asst. Professor, Dept. of Cardiology, SKIMS, Srinagar, India
| | - Vijai Ananth
- DM Fellow, Dept. of Cardiology, SKIMS, Srinagar, India
| | - Ajaz A Lone
- Assoc. Professor, Dept. of Cardiology, SKIMS, Srinagar, India
| | - Irfan Yaqoob
- Senior Resident, Dept. of Cardiology, SKIMS, Srinagar, India
| | - Irfan A Bhat
- Senior Resident, Dept. of Cardiology, SKIMS, Srinagar, India
| | - Muzaffar Ali
- DM Fellow, Dept. of Cardiology, SKIMS, Srinagar, India
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Complexity of cardiac signals for predicting changes in alpha-waves after stress in patients undergoing cardiac catheterization. Sci Rep 2015; 5:13315. [PMID: 26286628 PMCID: PMC4541158 DOI: 10.1038/srep13315] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Accepted: 07/21/2015] [Indexed: 12/02/2022] Open
Abstract
The hierarchical interaction between electrical signals of the brain and heart is not fully understood. We hypothesized that the complexity of cardiac electrical activity can be used to predict changes in encephalic electricity after stress. Most methods for analyzing the interaction between the heart rate variability (HRV) and electroencephalography (EEG) require a computation-intensive mathematical model. To overcome these limitations and increase the predictive accuracy of human relaxing states, we developed a method to test our hypothesis. In addition to routine linear analysis, multiscale entropy and detrended fluctuation analysis of the HRV were used to quantify nonstationary and nonlinear dynamic changes in the heart rate time series. Short-time Fourier transform was applied to quantify the power of EEG. The clinical, HRV, and EEG parameters of postcatheterization EEG alpha waves were analyzed using change-score analysis and generalized additive models. In conclusion, the complexity of cardiac electrical signals can be used to predict EEG changes after stress.
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