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Meltzer D, Luengo D. ECG-Based Biometric Recognition: A Survey of Methods and Databases. SENSORS (BASEL, SWITZERLAND) 2025; 25:1864. [PMID: 40293056 PMCID: PMC11946575 DOI: 10.3390/s25061864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 02/05/2025] [Accepted: 02/07/2025] [Indexed: 04/30/2025]
Abstract
This work presents a comprehensive and chronologically ordered survey of existing studies and data sources on Electrocardiogram (ECG) based biometric recognition systems. This survey is organized in terms of the two main goals pursued in it: first, a description of the main ECG features and recognition techniques used in the existing literature, including a comprehensive compilation of references; second, a survey of the ECG databases available and used by the referenced studies. The most relevant characteristics of the databases are identified, and a comprehensive compilation of databases is given. To date, no other work has presented such a complete overview of both studies and data sources for ECG-based biometric recognition. Readers interested in the subject can obtain an understanding of the state of the art, easily identifying specific key papers by using different criteria, and become aware of the databases where they can test their novel algorithms.
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Affiliation(s)
- David Meltzer
- Department of Telematics & Electronics, Universidad Politécnica de Madrid, Calle Nikola Tesla s/n, 28031 Madrid, Spain
| | - David Luengo
- Department of Audiovisual & Communications Engineering, Universidad Politécnica de Madrid, Calle Nikola Tesla s/n, 28031 Madrid, Spain;
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2
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Sharma V, Ghose A. BioAgeNet: An Age-Informed Convolutional Autoencoder for ECG Clustering Indicating Health. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024; 2024:1-4. [PMID: 40039457 DOI: 10.1109/embc53108.2024.10781506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
Abstract
Biological Age (BA) indicates the authentic ageing progression of an individual in relation to their quality of life. The noninvasive identification of BA is crucial in predicting longevity and early age-related diseases and enabling personalized healthcare. Potential biomarkers of BA are vague and need attention. The ageing process stands out as a prominent risk factor for cardiovascular diseases. Consequently, an Electrocardiogram (ECG), the most popular and easily accessible signal, is explored to analyze the effect of age. Numerous studies have delved into supervised deep-learning approaches for ECG analysis, particularly in predicting age. These studies rely on regression-based methods and necessitate additional analysis for extracting health-related insights, such as the correlation of error between Chronological Age and AI-predicted Age with mortality. Moreover, as the shortage of cardiologists' annotated data is apparent, we propose an Age-Informed Convolutional Autoencoder that clusters ECG deep features associated with age to assess the quality of life possessed at the current age. We also proposed a three-step training strategy combining model training and deep ECG features clustering with a controlled initialization. We find that a combination of age and ECG reveals the heart's BA and is a contributing biomarker for estimating the overall BA of the body. This approach marks substantial progress in analyzing age-related impacts on ECG. It provides new perspectives on different cardiovascular disorders and can potentially transform personalized healthcare in the future.
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Norimatsu T, Nakahara T, Yamada Y, Yokoyama Y, Yamada M, Narita K, Jinzaki M. Anatomical cardiac and electrocardiographic axes correlate in both upright and supine positions: an upright/supine CT study. Sci Rep 2023; 13:18170. [PMID: 37875545 PMCID: PMC10598224 DOI: 10.1038/s41598-023-45528-y] [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: 05/16/2023] [Accepted: 10/20/2023] [Indexed: 10/26/2023] Open
Abstract
The correlation between the anatomical cardiac and electrocardiographic axes has been discussed for several years. Using upright computed tomography, this study aimed to reveal the relationship between the anatomical cardiac and electrocardiographic axes in both the supine and upright positions. Upright CT and standard supine CT were performed for healthy volunteers, following electrocardiography in both upright and supine position. On CT images, the coordinates of apex, the center of aortic valve (AV) and mitral valve (MV) were recorded, and the vectors and angles were calculated. Subcutaneous and visceral fat volume were semi-automatically calculated in a workstation. From a total 190 volunteers, 41 males were performed electrocardiography and included for this study. The QRS and anatomical axes (AV-apex and MV-apex axis) were significantly correlated in both supine and upright positions, while the angle of the AV-apex to Z axis was the most correlated (supine: r = - 0.54, p = 0.0002, upright: r = - 0.47, p = 0.0020). The anatomical axis moved in the dorsal and caudal directions from the supine to upright position. Multiple regression analysis revealed that the anatomical axis from the AV-apex to the Z-axis was determined according to age, body height, subcutaneous and visceral fat volumes.
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Affiliation(s)
- Togo Norimatsu
- Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjyuku, Tokyo, 160-8582, Japan
- Department of Vascular Surgery, Sakakibara Heart Institute, Tokyo, Japan
| | - Takehiro Nakahara
- Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjyuku, Tokyo, 160-8582, Japan.
| | - Yoshitake Yamada
- Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjyuku, Tokyo, 160-8582, Japan
| | - Yoichi Yokoyama
- Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjyuku, Tokyo, 160-8582, Japan
| | - Minoru Yamada
- Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjyuku, Tokyo, 160-8582, Japan
| | - Keiichi Narita
- Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjyuku, Tokyo, 160-8582, Japan
| | - Masahiro Jinzaki
- Department of Radiology, Keio University School of Medicine, Shinanomachi 35, Shinjyuku, Tokyo, 160-8582, Japan.
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Zagoridis K, Koutalas E, Intzes S, Symeonidou M, Zagoridou N, Karagogos K, Spanoudakis E, Kanoupakis E, Kochiadakis G, Dinov B, Dagres N, Hindricks G, Bollmann A, Nedios S. P-wave duration and interatrial block as predictors of new-onset atrial fibrillation: A systematic review and meta-analysis. Hellenic J Cardiol 2023; 72:57-64. [PMID: 37028490 DOI: 10.1016/j.hjc.2023.03.007] [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: 12/12/2022] [Revised: 03/09/2023] [Accepted: 03/28/2023] [Indexed: 04/09/2023] Open
Abstract
BACKGROUND Early detection of atrial fibrillation (AF) could improve patient outcomes. P-wave duration (PWD) and interatrial block (IAB) are known predictors of new-onset AF and could improve selection for AF screening. This meta-analysis reviews the published evidence and offers practical implications. METHODS Publication databases were systematically searched, and studies reporting PWD and/or morphology at baseline and new-onset AF during follow-up were included. IAB was defined as partial (pIAB) if PWD≥120 ms or advanced (aIAB) if the P-wave was biphasic in the inferior leads. After quality assessment and data extraction, random-effects analysis calculated odds ratio (OR) and confidence intervals (CI). Subgroup analysis was performed for those with implantable devices (continuous monitoring). RESULTS Among 16,830 patients (13 studies, mean 66 years old), 2,521 (15%) had new-onset AF over a median of 44 months. New-onset AF was associated with a longer PWD (mean pooled difference: 11.5 ms, 13 studies, p < 0.001). The OR for new-onset AF was 2.05 (95% CI: 1.3-3.2) for pIAB (5 studies, p = 0.002) and 3.9 (95% CI: 2.6-5.8) for aIAB (7 studies, p < 0.001). Patients with pIAB and devices had higher AF-detection risk (OR: 2.33, p < 0.001) than those without devices (OR: 1.36, p = 0.56). Patients with aIAB had similarly high risk regardless of device presence. There was significant heterogeneity but no publication bias. CONCLUSION Interatrial block is an independent predictor of new-onset AF. The association is stronger for patients with implantable devices (close monitoring). Thus, PWD and IAB could be used as selection criteria for intensive screening, follow-up or interventions.
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Affiliation(s)
| | - Emmanuel Koutalas
- Cardiology Department, Heraklion University Hospital, Crete, Greece.
| | - Stergios Intzes
- Democritus University of Thrace, Medical School, Alexandroupoli, Greece
| | | | | | | | | | | | | | - Borislav Dinov
- Electrophysiology Department, Heart Center, University of Leipzig, Germany
| | - Nikolaos Dagres
- Electrophysiology Department, Heart Center, University of Leipzig, Germany
| | - Gerhard Hindricks
- Electrophysiology Department, Heart Center, University of Leipzig, Germany
| | - Andreas Bollmann
- Electrophysiology Department, Heart Center, University of Leipzig, Germany
| | - Sotirios Nedios
- Electrophysiology Department, Heart Center, University of Leipzig, Germany
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Ryu JS, Lee S, Chu Y, Koh SB, Park YJ, Lee JY, Yang S. Deep Learning Algorithms for Estimation of Demographic and Anthropometric Features from Electrocardiograms. J Clin Med 2023; 12:jcm12082828. [PMID: 37109165 PMCID: PMC10146401 DOI: 10.3390/jcm12082828] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 04/02/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
The electrocardiogram (ECG) has been known to be affected by demographic and anthropometric factors. This study aimed to develop deep learning models to predict the subject's age, sex, ABO blood type, and body mass index (BMI) based on ECGs. This retrospective study included individuals aged 18 years or older who visited a tertiary referral center with ECGs acquired from October 2010 to February 2020. Using convolutional neural networks (CNNs) with three convolutional layers, five kernel sizes, and two pooling sizes, we developed both classification and regression models. We verified a classification model to be applicable for age (<40 years vs. ≥40 years), sex (male vs. female), BMI (<25 kg/m2 vs. ≥25 kg/m2), and ABO blood type. A regression model was also developed and validated for age and BMI estimation. A total of 124,415 ECGs (1 ECG per subject) were included. The dataset was constructed by dividing the entire set of ECGs at a ratio of 4:3:3. In the classification task, the area under the receiver operating characteristic (AUROC), which represents a quantitative indicator of the judgment threshold, was used as the primary outcome. The mean absolute error (MAE), which represents the difference between the observed and estimated values, was used in the regression task. For age estimation, the CNN achieved an AUROC of 0.923 with an accuracy of 82.97%, and a MAE of 8.410. For sex estimation, the AUROC was 0.947 with an accuracy of 86.82%. For BMI estimation, the AUROC was 0.765 with an accuracy of 69.89%, and a MAE of 2.332. For ABO blood type estimation, the CNN showed an inferior performance, with a top-1 accuracy of 31.98%. For the ABO blood type estimation, the CNN showed an inferior performance, with a top-1 accuracy of 31.98% (95% CI, 31.98-31.98%). Our model could be adapted to estimate individuals' demographic and anthropometric features from their ECGs; this would enable the development of physiologic biomarkers that can better reflect their health status than chronological age.
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Affiliation(s)
- Ji Seung Ryu
- Department of Precision Medicine, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea
| | - Solam Lee
- Department of Preventive Medicine, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea
- Department of Dermatology, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea
| | - Yuseong Chu
- Department of Biomedical Engineering, Yonsei University, Wonju 26493, Republic of Korea
| | - Sang Baek Koh
- Department of Preventive Medicine, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea
| | - Young Jun Park
- Division of Cardiology, Department of Internal Medicine, Wonju Severance Christian Hospital, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea
| | - Ju Yeong Lee
- Department of Dermatology, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea
| | - Sejung Yang
- Department of Precision Medicine, Yonsei University Wonju College of Medicine, Wonju 26426, Republic of Korea
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Haq KT, Cooper BL, Berk F, Roberts A, Swift LM, Posnack NG. Demographic and Methodological Heterogeneity in Electrocardiogram Signals From Guinea Pigs. Front Physiol 2022; 13:925042. [PMID: 35721548 PMCID: PMC9202081 DOI: 10.3389/fphys.2022.925042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 05/09/2022] [Indexed: 11/24/2022] Open
Abstract
Electrocardiograms (ECG) are universally used to measure the electrical activity of the heart; however, variations in recording techniques and/or subject demographics can affect ECG interpretation. In this study, we investigated variables that are likely to influence ECG metric measurements in cardiovascular research, including recording technique, use of anesthesia, and animal model characteristics. Awake limb lead ECG recordings were collected in vivo from adult guinea pigs using a platform ECG system, while recordings in anesthetized animals were performed using both a platform and needle ECG system. We report significant heterogeneities in ECG metric values that are attributed to methodological differences (e.g., ECG lead configuration, ECG recording platform, presence or absence of anesthesia) that persist even within the same cohort of animals. Further, we report that variability in animal demographics is preserved in vivo ECG recordings—with animal age serving as a significant contributor, while sex-specific influences were less pronounced. Methodological approaches and subject demographics should be fully considered when interpreting ECG values in animal models, comparing datasets between studies, or developing artificial intelligence algorithms that utilize an ECG database.
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Affiliation(s)
- Kazi T. Haq
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Washington D.C., DC, United States
- Children’s National Heart Institute, Washington D.C., DC, United States
| | - Blake L. Cooper
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Washington D.C., DC, United States
- Children’s National Heart Institute, Washington D.C., DC, United States
- Department of Pharmacology & Physiology, Washington D.C., DC, United States
| | - Fiona Berk
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Washington D.C., DC, United States
| | - Anysja Roberts
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Washington D.C., DC, United States
- Children’s National Heart Institute, Washington D.C., DC, United States
| | - Luther M. Swift
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Washington D.C., DC, United States
- Children’s National Heart Institute, Washington D.C., DC, United States
| | - Nikki Gillum Posnack
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Washington D.C., DC, United States
- Children’s National Heart Institute, Washington D.C., DC, United States
- Department of Pharmacology & Physiology, Washington D.C., DC, United States
- Department of Pediatrics, Washington D.C., DC, United States
- *Correspondence: Nikki Gillum Posnack,
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Erelund S, Karp K, Wiklund U, Hörnsten R, Arvidsson S. Are ECG changes in heart-healthy individuals of various ages related to cardiac disease 20 years later? Ups J Med Sci 2021; 126:6064. [PMID: 34349886 PMCID: PMC8276345 DOI: 10.48101/ujms.v126.6064] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 03/30/2021] [Accepted: 04/13/2021] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND This research study aimed at assessing the electrocardiographic (ECG) changes caused by ageing in a cohort of healthy subjects with normal echocardiographic examinations. METHODS A total of 219 healthy individuals (119 males and 100 females) were evaluated for possible arrhythmias with a standard 12-lead resting ECG and 24-h Holter ECG. As the recordings were performed between 1998 and 2000, a 20-year follow-up study was carried out by assessing the local medical records to investigate whether the subjects had experienced any cardiovascular health complications or disease since the baseline assessment. RESULTS Eighty-three subjects (45 males and 38 females) presented with pathological ECG findings at baseline. The most common finding on analysis of Holter ECG recordings was premature atrial contractions, and the most severe pathological finding was episodes of ventricular tachycardia (eight subjects). Regarding the analysis of the standard 12-lead ECG, the most common finding was left ventricular hypertrophy, and the most severe pathological findings were ST-T changes and prolongation of the QT interval. Despite other cardiac examinations performed on these patients showing normal results, in combination with a strict inclusion criterion, this study showed that 28% of all subjects had pathological resting 12-lead ECGs at rest and 35% had pathological heart rhythms when assessed by 24-h Holter ECG. At follow-up, 21% of females and 43% of males had presented with ECG abnormalities, and 30% of females and 36% of males had cardiovascular disease. There was hypertension in 45% of females and in 58% of males. However, no association was found between the follow-up findings and ECG changes seen at baseline. CONCLUSION Although most ECG changes found at baseline could be considered as a normal variation, they may progress to more severe heart complications as the subject ages. The results of this study also validate ECG findings of previous studies and underline that diagnostic criteria should be based on gender and age.
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Affiliation(s)
- Sofia Erelund
- Department of Surgery and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Kjell Karp
- Department of Surgery and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Urban Wiklund
- Department of Radiation Sciences, Umeå University, Umeå, Sweden
| | - Rolf Hörnsten
- Department of Surgery and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Sandra Arvidsson
- Department of Surgery and Perioperative Sciences, Umeå University, Umeå, Sweden
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Tison GH, Zhang J, Delling FN, Deo RC. Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery. Circ Cardiovasc Qual Outcomes 2019; 12:e005289. [PMID: 31525078 PMCID: PMC6951431 DOI: 10.1161/circoutcomes.118.005289] [Citation(s) in RCA: 104] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 07/15/2019] [Indexed: 01/28/2023]
Abstract
BACKGROUND The ECG remains the most widely used diagnostic test for characterization of cardiac structure and electrical activity. We hypothesized that parallel advances in computing power, machine learning algorithms, and availability of large-scale data could substantially expand the clinical inferences derived from the ECG while at the same time preserving interpretability for medical decision-making. METHODS AND RESULTS We identified 36 186 ECGs from the University of California, San Francisco database that would enable training of models for estimation of cardiac structure or function or detection of disease. We segmented the ECG into standard component waveforms and intervals using a novel combination of convolutional neural networks and hidden Markov models and evaluated this segmentation by comparing resulting electrical intervals against 141 864 measurements produced during the clinical workflow. We then built a patient-level ECG profile, a 725-element feature vector and used this profile to train and interpret machine learning models for examples of cardiac structure (left ventricular mass, left atrial volume, and mitral annulus e-prime) and disease (pulmonary arterial hypertension, hypertrophic cardiomyopathy, cardiac amyloid, and mitral valve prolapse). ECG measurements derived from the convolutional neural network-hidden Markov model segmentation agreed with clinical estimates, with median absolute deviations as a fraction of observed value of 0.6% for heart rate and 4% for QT interval. Models trained using patient-level ECG profiles enabled surprising quantitative estimates of left ventricular mass and mitral annulus e' velocity (median absolute deviation of 16% and 19%, respectively) with good discrimination for left ventricular hypertrophy and diastolic dysfunction as binary traits. Model performance using our approach for disease detection demonstrated areas under the receiver operating characteristic curve of 0.94 for pulmonary arterial hypertension, 0.91 for hypertrophic cardiomyopathy, 0.86 for cardiac amyloid, and 0.77 for mitral valve prolapse. CONCLUSIONS Modern machine learning methods can extend the 12-lead ECG to quantitative applications well beyond its current uses while preserving the transparency that is so fundamental to clinical care.
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Affiliation(s)
- Geoffrey H. Tison
- Division of Cardiology, Department of Medicine (G.H.T., F.N.D., R.C.D.), University of California, San Francisco
- Bakar Institute for Computational Health Sciences (G.H.T., R.C.D.), University of California, San Francisco
- Center for Digital Health Innovation (G.H.T., R.C.D.), University of California, San Francisco
| | - Jeffrey Zhang
- Cardiovascular Research Institute (J.Z.), University of California, San Francisco
- Department of Electrical Engineering and Computer Science, University of California at Berkeley, CA (J.Z., R.C.D.)
| | - Francesca N. Delling
- Division of Cardiology, Department of Medicine (G.H.T., F.N.D., R.C.D.), University of California, San Francisco
| | - Rahul C. Deo
- Division of Cardiology, Department of Medicine (G.H.T., F.N.D., R.C.D.), University of California, San Francisco
- Bakar Institute for Computational Health Sciences (G.H.T., R.C.D.), University of California, San Francisco
- Center for Digital Health Innovation (G.H.T., R.C.D.), University of California, San Francisco
- Institute for Human Genetics (R.C.D.), University of California, San Francisco
- Department of Electrical Engineering and Computer Science, University of California at Berkeley, CA (J.Z., R.C.D.)
- California Institute for Quantitative Biosciences, San Francisco, CA (R.C.D.)
- One Brave Idea and Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA (R.C.D.)
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9
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ECG attenuation phenomenon with advancing age. J Electrocardiol 2018; 51:1029-1034. [PMID: 30497725 DOI: 10.1016/j.jelectrocard.2018.08.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 08/09/2018] [Accepted: 08/12/2018] [Indexed: 11/22/2022]
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10
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Sathananthan G, Aggarwal G, Zahid S, Byth K, Chik W, Friedman D, Thiagalingam A. Computed tomography-guided in vivo cardiac orientation and correlation with ECG in individuals without structural heart disease and in age-matched obese and older individuals. Clin Anat 2015; 28:487-93. [PMID: 25832755 DOI: 10.1002/ca.22532] [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: 08/14/2014] [Revised: 01/28/2015] [Accepted: 02/09/2015] [Indexed: 11/05/2022]
Abstract
The cardiac axis in a structurally normal heart is influenced by a number of factors. We investigated the anatomical and electrical cardiac axes in middle-aged individuals without structural heart disease and compared this with age-matched obese and older individuals without structural heart disease. A retrospective study of controls included those between 30 and 60 years old with a normal body mass index (BMI), who were then compared with obese individuals between 30 and 60 years old and with individuals more than 60 years old with a normal BMI. The anatomical cardiac axis was determined along the long axis by cardiac computed tomography (CT) and correlated with the electrical cardiac axis on a surface electrocardiogram (ECG) in the frontal plane. A total of 124 patients were included. In the controls (n = 59), the mean CT axis was 38.1° ± 7.8° whilst the mean ECG axis was 51.8° ± 26.6°, Pearson r value 0.12 (P = 0.365). In the obese (n = 36), the mean CT axis was 25.1° ± 6.2° whilst the mean ECG axis was 20.1° ± 23.9°, Pearson r value 0.05 (P = 0.808). In the older group (n = 29), the mean CT axis was 34.4° ± 9.1° whilst the mean ECG axis was 34.4° ± 30.3°, Pearson r value 0.26 (P = 0.209). Obese individuals have a more leftward rotation of both axes than age-matched normals (P <0.0001), which could be secondary to elevation of the diaphragm. Older individuals have a more leftward rotation only of their electrical cardiac axis (P = 0.01), which could be a normal variant or reflect underlying conduction disturbances in this age group.
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Affiliation(s)
- Gnalini Sathananthan
- Department of Cardiology, Westmead Hospital, Sydney NSW, Australia; Department of Cardiology, Auckland Hospital, Auckland, New Zealand
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North BJ, Rosenberg MA, Jeganathan KB, Hafner AV, Michan S, Dai J, Baker DJ, Cen Y, Wu LE, Sauve AA, van Deursen JM, Rosenzweig A, Sinclair DA. SIRT2 induces the checkpoint kinase BubR1 to increase lifespan. EMBO J 2014; 33:1438-53. [PMID: 24825348 PMCID: PMC4194088 DOI: 10.15252/embj.201386907] [Citation(s) in RCA: 181] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2013] [Revised: 01/22/2014] [Accepted: 03/09/2014] [Indexed: 12/21/2022] Open
Abstract
Mice overexpressing the mitotic checkpoint kinase gene BubR1 live longer, whereas mice hypomorphic for BubR1 (BubR1(H/H)) live shorter and show signs of accelerated aging. As wild-type mice age, BubR1 levels decline in many tissues, a process that is proposed to underlie normal aging and age-related diseases. Understanding why BubR1 declines with age and how to slow this process is therefore of considerable interest. The sirtuins (SIRT1-7) are a family of NAD(+)-dependent deacetylases that can delay age-related diseases. Here, we show that the loss of BubR1 levels with age is due to a decline in NAD(+) and the ability of SIRT2 to maintain lysine-668 of BubR1 in a deacetylated state, which is counteracted by the acetyltransferase CBP. Overexpression of SIRT2 or treatment of mice with the NAD(+) precursor nicotinamide mononucleotide (NMN) increases BubR1 abundance in vivo. Overexpression of SIRT2 in BubR1(H/H) animals increases median lifespan, with a greater effect in male mice. Together, these data indicate that further exploration of the potential of SIRT2 and NAD(+) to delay diseases of aging in mammals is warranted.
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Affiliation(s)
- Brian J North
- Department of Genetics, Paul F. Glenn Laboratories for the Biological Mechanisms of Aging Harvard Medical School, Boston, MA, USA
| | - Michael A Rosenberg
- Cardiovascular Division, Beth Israel Deaconess Medical Center Harvard Medical School, Boston, MA, USA
| | - Karthik B Jeganathan
- Department of Pediatric and Adolescent Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Angela V Hafner
- Department of Genetics, Paul F. Glenn Laboratories for the Biological Mechanisms of Aging Harvard Medical School, Boston, MA, USA
| | - Shaday Michan
- Department of Genetics, Paul F. Glenn Laboratories for the Biological Mechanisms of Aging Harvard Medical School, Boston, MA, USA
| | - Jing Dai
- Cardiovascular Division, Beth Israel Deaconess Medical Center Harvard Medical School, Boston, MA, USA
| | - Darren J Baker
- Department of Pediatric and Adolescent Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Yana Cen
- Department of Pharmacology, Weill Medical College of Cornell University, New York, NY, USA
| | - Lindsay E Wu
- Department of Pharmacology, School of Medicine The University of New South Wales, Sydney, NSW, Australia
| | - Anthony A Sauve
- Department of Pharmacology, Weill Medical College of Cornell University, New York, NY, USA
| | - Jan M van Deursen
- Department of Pediatric and Adolescent Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Anthony Rosenzweig
- Cardiovascular Division, Beth Israel Deaconess Medical Center Harvard Medical School, Boston, MA, USA
| | - David A Sinclair
- Department of Genetics, Paul F. Glenn Laboratories for the Biological Mechanisms of Aging Harvard Medical School, Boston, MA, USA Department of Pharmacology, School of Medicine The University of New South Wales, Sydney, NSW, Australia
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Rabkin SW. Aging effects on QT interval: Implications for cardiac safety of antipsychotic drugs. JOURNAL OF GERIATRIC CARDIOLOGY : JGC 2014; 11:20-5. [PMID: 24748877 PMCID: PMC3981979 DOI: 10.3969/j.issn.1671-5411.2014.01.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Revised: 03/20/2014] [Accepted: 03/22/2014] [Indexed: 11/24/2022]
Abstract
Objectives To explore the effect of aging on cardiac toxicity specifically the interaction of age and antipsychotic drugs to alter the QT interval. Methods The Medline databases were searched using the OvidSP platforms with the search strategy: “QT interval” or “QT” and “age” or “aging”. The entry criteria were: over 10,000 apparently healthy individuals with data on both sexes; QT interval corrected for heart rate (QTc) and an expression of its variance for multiple age decades extending into the older ages. Results QTc increased in duration with increasing age. Considering a modest one SD increment in QTc in the normal population, the addition of Chlorpromazine produced a QTc on average greater than 450 ms for ages 70 years and older. Risperidone, that did not on average alter QTc, would be expected to produce a QTc of 450 ms in persons in their mid 70 years under some circumstances. QTc prolongation > 500 ms with antipsychotic drugs is more likely for persons with QTc initially at the 99th percentile. It may occur with Haloperidol which does not on average alter QTc. Conclusions The range of values for the QT interval in apparently normal older men or women, when combined with the range of expected QT interval changes induced by antipsychotic drugs, can readily be associated with prolonged QTc. Individuals with QTc at the 99th percentile may have serious QTc prolongation with antipsychotic drugs even those that are not usually associated with QTc prolongation.
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Affiliation(s)
- Simon W Rabkin
- Department of Medicine (Cardiology), University of British Columbia, 9th Floor 2775 Laurel St., Vancouver, B.C., V5Z 1M9, Canada
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14
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Gosse P, Coulon P, Papaioannou G, Litalien J, Lemetayer P. Atrioventricular conduction in the hypertensive patient: influence of aging, pulse pressure, and arterial stiffness. Rejuvenation Res 2011; 14:405-10. [PMID: 21599452 DOI: 10.1089/rej.2010.1152] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Atrioventricular (AV) conduction time (PR interval) lengthens with age. Hypertension is often presented as an accelerated aging of the heart and arteries. The principal marker of arterial aging is an increase in arterial stiffness and pulse pressure. We were interested to find out whether parameters of blood pressure and arterial stiffness were related to the PR interval and whether they influenced its long-term progression. We examined factors linked to the PR interval at baseline in a cohort of untreated hypertensive patients including office and 24-hr blood pressure and arterial stiffness (QKD(100-60)). Long-term evolution of the PR interval and related factors were obtained during follow-up of this population. Baseline data were obtained in 1,034 untreated hypertensive patients. At baseline, four variables emerged as significantly and independently correlated with PR interval: Gender, age, weight, and heart rate. During follow-up (137 ± 78 months), 328 of these patients were re-examined. In this group, PR increased from 159 ± 20 to 167 ± 25 msec (p<0.001), a mean alteration of 8 ± 19 msec. This change was correlated with the baseline 24 hr PP (r=0.17, p=0.004) and with the duration of follow-up (r=0.13, p=0.02). In the group with baseline evaluation of arterial stiffness (n=141), QKD(100-60) was correlated with the change in PR interval (r= -0.33, p<0.0001) along with the duration of follow-up (r=0.22, p=0.005). This study shows a link between baseline increased pulse pressure or arterial stiffness with the prolongation of the PR interval with aging. Because this link was observed during follow-up, it is possible that increased arterial stiffness favors the increase in the PR interval with age.
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Affiliation(s)
- Philippe Gosse
- Hypertension Unit, Hopital Saint André, University Hospital of Bordeaux, 1 rue Jean Burguet, Bordeaux, France.
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15
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16
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Intraindividual variability in electrocardiograms. J Electrocardiol 2008; 41:190-6. [DOI: 10.1016/j.jelectrocard.2008.01.012] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2007] [Accepted: 01/31/2008] [Indexed: 11/30/2022]
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17
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Carlsson MB, Trägårdh E, Engblom H, Hedström E, Wagner G, Pahlm O, Arheden H. Left ventricular mass by 12-lead electrocardiogram in healthy subjects: comparison to cardiac magnetic resonance imaging. J Electrocardiol 2006; 39:67-72. [PMID: 16387055 DOI: 10.1016/j.jelectrocard.2005.07.005] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2005] [Indexed: 11/30/2022]
Abstract
The ability to estimate left ventricular mass (LVM) from the standard 12-lead electrocardiogram (ECG) has been shown to be limited because there is a considerable variability of the normal 12-lead ECG due to demographic and anthropometric variables. We sought to study LVM in healthy subjects and its relationship with QRS duration, and established electrocardiographic criteria for left ventricular hypertrophy. Cardiac magnetic resonance imaging was used to measure LVM. Seventy-one healthy volunteers (36 men; age range, 21-82 years) were studied. All ECG criteria tested showed a statistically significant relationship with LVM. The highest R value was found between LVM and QRS duration, as well as the 12-lead voltage-duration product (R = 0.59, P < .001 for both). The lowest R value was found for the Sokolow-Lyon voltage criterion (R = 0.25, P = .033). Left ventricular mass differed significantly between sexes, as did all ECG criteria except the Sokolow-Lyon criterion. Thus, in healthy subjects, QRS duration alone is equally or more strongly correlated to LVM than are established electrocardiographic left ventricular hypertrophy criteria.
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Affiliation(s)
- Minna B Carlsson
- Department of Clinical Physiology, Lund University Hospital, Sweden
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18
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Molander U, Dey DK, Sundh V, Steen B. ECG abnormalities in the elderly: prevalence, time and generation trends and association with mortality. Aging Clin Exp Res 2003; 15:488-93. [PMID: 14959952 DOI: 10.1007/bf03327371] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
BACKGROUND AND AIMS Electrocardiographic (ECG) abnormalities are often found in older patients but relatively few epidemiological studies have been performed. This study describes: a) cross-sectional differences in ECG abnormalities among three 70-year-old cohorts born over a period of 30 years; b) longitudinal changes in ECG abnormalities from the age of 70 to 85; and c) the relationship between ECG abnormalities at age 70 and subsequent 10- and 15-year mortality in men and women. METHODS Trends in the prevalence of ECG abnormalities were investigated among 2100 70-year olds (994 men, 1106 women) from three cohorts born in 1901/02 (I), 1911/12 (III) and 1930 (VI). Longitudinal changes and mortality risks were investigated among 973 70-year olds (449 men and 524 women) from cohort I, which was followed from 1971 until 2001. RESULTS In both sexes, the prevalence of ECG abnormalities was significantly lower in the later-born cohorts. From age 70 to 85, there was an increase in both men and women of large or intermediate Q-waves, left axis deviation, negative T-waves (0-5 mm), complete right bundle branch block (RBBB), and atrial fibrillation or flutter. Compared with those with no ECG abnormalities, the mortality risk was higher among individuals with large and intermediate Q-waves and negative T-waves (> or = 1 mm) in both sexes, and STJ depression > or = 0.5 mm and complete LBBB together with complete RBBB and intraventricular block; QRS > or = 0.12 sec in men only. CONCLUSIONS ECG abnormalities are frequent in the elderly, they increase with age, and are associated with increased mortality.
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Affiliation(s)
- Ulla Molander
- Department of Geriatric Medicine, Göteborg University, Göteborg, Sweden.
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Kusumoto FM, Phillips R, Goldschlager N. Pacing therapy in the elderly. THE AMERICAN JOURNAL OF GERIATRIC CARDIOLOGY 2002; 11:305-16. [PMID: 12214169 DOI: 10.1111/j.1076-7460.2002.00052.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Bradycardia due to sinus node dysfunction and atrioventricular block is more commonly observed in the elderly. Aging is associated with progressive fibrosis in both the sinus node and atrioventricular conduction system (AV node, His bundle, right and left bundles). In the absence of reversible causes implantation of a permanent pacemaker is often required in the patient with symptomatic bradycardia. For elderly patients with sinus node dysfunction, pacing modes that preserve atrioventricular synchrony are associated with a reduced incidence of atrial fibrillation and improved quality of life. For patients with atrioventricular block, the importance of preserving atrioventricular synchrony in the elderly is controversial and is currently being evaluated.
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Affiliation(s)
- Fred M Kusumoto
- Electrophysiology and Pacing Service, Division of Cardiology, Department of Medicine, Lovelace Medical Center, Albuquerque, NM 87108, USA
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Rao X, Wu X, Folsom AR, Liu X, Zhong H, Williams OD, Stamler J. Comparison of electrocardiographic findings between Northern and Southern Chinese population samples. Int J Epidemiol 2000; 29:77-84. [PMID: 10750607 DOI: 10.1093/ije/29.1.77] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Cardiovascular disease is rare in China, but there are few data on the prevalence of electrocardiographic (ECG) abnormalities in Chinese populations. METHODS The ECG surveys were carried out in four Chinese population samples, in a total of 9,666 adults aged 35-54 in Beijing and Guangzhou, China from 1981 to 1984. Twelve-lead resting ECG tracings were coded by the Minnesota Code. RESULTS Prevalence per 1,000 of abnormal ECG ranged from 77.4 to 209.8, and was higher for men than women and higher for Guangzhou than Beijing. Prevalence per 1,000 of major abnormalities in Guangzhou was 29.8 for men and 78.4 for women, higher than the 18.4 and 29.6 for counterparts in Beijing. The ECG changes attributed in 'Western' populations to coronary heart disease (CHD), such as large Q waves (Minnesota Code 1-1, 1-2) and ST-T abnormalities, were similar between Beijing and Guangzhou men, but Guangzhou women had much higher prevalence of ST-T abnormalities than Beijing women. Other ECG abnormalities such as A-V block, left branch bundle block, and left ventricular hypertrophy were rare in people of both sites. CONCLUSIONS Compared with similar data from the US, these Chinese populations had a relatively low prevalence of ECG abnormalities putatively related to CHD. This corresponds with the low incidence of CHD in the Chinese population. However, within the Chinese populations of this study, a high abnormality rate appeared in a population with low incidence of CHD and hypertension (Guangzhou women). Reasons why ECG abnormalities do not parallel prevalence levels of CHD and hypertension remain to be elucidated.
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Affiliation(s)
- X Rao
- Guangzhou Cardiovascular Institute, People's Republic of China
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21
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Anselme F, Frederiks J, Papageorgiou P, Monahan KM, Epstein LM, Spach MS, Josephson ME. Nonuniform anisotropy is responsible for age-related slowing of atrioventricular nodal reentrant tachycardia. J Cardiovasc Electrophysiol 1996; 7:1145-53. [PMID: 8985803 DOI: 10.1111/j.1540-8167.1996.tb00493.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
INTRODUCTION AV nodal reentrant tachycardia cycle length has been shown to be longer in the elderly population. Microfibrosis associated with aging producing nonuniform anisotropic conduction or changes in membrane ionic properties could explain this finding. METHODS AND RESULTS Forty-five patients (33 women and 12 men) with typical AV nodal reentrant tachycardia were studied to analyze the effects of age on electrophysiologic characteristics of the tachycardia using high-density catheter mapping of the triangle of Koch. We classified patients into group A (age < or = 45 years, mean [+/-SD] 32.7 +/- 8.8, n = 27) and group B (age > 45 years, mean [+/-SD] 61.1 +/- 10.2, n = 18). Retrograde atrial activation was recorded during tachycardia by means of a 2-mm decapolar catheter at the His bundle, a quadripolar catheter at the high right atrium, a multipolar catheter (6 to 10 poles) in the coronary sinus, and a deflectable quadripolar catheter at the posterior triangle of Koch. The AH interval at the AV junction as well as HA intervals at several atrial sites were measured during tachycardia. HA intervals at all atrial recording sites except in the posterior triangle of Koch were significantly longer in group B, as well as the tachycardia cycle length (362 vs 329 msec, P = 0.01). The mean AH interval was prolonged by 24 msec in group B, but this difference did not reach statistical significance. A sequential pattern of retrograde atrial activation during tachycardia was more frequently recorded in group B. CONCLUSIONS Since the delayed activation to the atrium was heterogeneous, transverse nonuniform anisotropic conduction is a likely explanation of these age-related modifications of AV nodal reentrant tachycardia characteristics.
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Affiliation(s)
- F Anselme
- Harvard-Thorndike Institute of Electrophysiology, Beth Israel Hospital, Boston, MA 02215, USA
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22
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Tervahauta M, Pekkanen J, Punsar S, Nissinen A. Resting electrocardiographic abnormalities as predictors of coronary events and total mortality among elderly men. Am J Med 1996; 100:641-5. [PMID: 8678085 DOI: 10.1016/s0002-9343(96)00042-3] [Citation(s) in RCA: 41] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
PURPOSE To examine the prognostic significance of electrocardiographic (ECG) abnormalities among the elderly. MATERIALS AND METHODS The Finnish cohorts of the Seven Countries Study involved 697 men aged 65 to 84 years at baseline in 1984. A 5-year follow-up was made from 1984 to 1989. Fatal myocardial infarction, nonfatal myocardial infarction, and all-cause mortality were outcome measures. RESULTS Seventy-four fatal myocardial infarctions (MI), 101 fatal or nonfatal Mis, and 207 deaths occurred. When electrocardiographic changes were analyzed one by one, men with Q waves (n = 98), high-amplitude R waves (n = 112), depressed ST-interval (n = 122) or T-wave changes (n = 263) had significantly (P < 0.05) higher risk of coronary events and all-cause mortality than men without these changes. Additionally, men with atrial fibrillation (n = 49) had significantly higher risk of death. Highest risk was observed among men with Q waves together with ST- or T-wave changes. Men with both ST depression and T flattening/inversions without Q waves had also increased risk, whereas this was not true for men with Q waves without concomitant ST- or T-wave changes. CONCLUSION Electrocardiographic abnormalities suggestive of coronary heart disease are associated with a high risk for coronary events and total mortality among elderly men. Among the elderly, a reliable history of coronary heart disease may not be easily achievable, thus the ECG could potentially be used as an indicator of symptomless or atypical heart disease.
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Affiliation(s)
- M Tervahauta
- Department of Community Health and General Practice, University of Kuopio, Finland
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Su N, Duan J, Moffat MP, Narayanan N. Age-related changes in electrophysiological responses to muscarinic receptor stimulation in rat myocardium. Can J Physiol Pharmacol 1995; 73:1430-6. [PMID: 8748934 DOI: 10.1139/y95-199] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Recent studies have demonstrated that the negative chronotropic and inotropic responses of the heart to cholinergic muscarinic receptor stimulation are strikingly enhanced with aging in the rat model. The present study investigated the electrophysiological basis of this phenomenon by determining the effects of a muscarinic receptor agonist, carbachol, on transmembrane action potential parameters in right atrial tissue and right ventricular free wall preparations from adult (6-8 months old) and aged (26-28 months old) Fischer 344 rats. In addition, the effect of carbachol on atrioventricular conduction time (AVT) was determined in isolated perfused beating hearts. The results showed the following. The baseline maximum diastolic potential (MDP: adult, -76.4 +/- 1.8 mV; aged, -66.8 +/- 1.5 mV; p < 0.05; n = 5) but not the action potential duration measured at 95% repolarization (APD95: adult, 40.0 +/- 5.0 ms; aged, 47.4 +/- 6.7 ms; n = 5) differed significantly in aged compared with adult atrium. No significant age-related difference was evident in baseline MDP measured in ventricular epicardium (adult, -69.8 +/- 0.5 mV; aged, -69.0 +/- 1.1 mV; n = 6) or endocardium (adult, -72.5 +/- 1.4 mV; aged, -73.0 +/- 1.2 mV; n =6). The baseline action potential duration measured at 50% repolarization (APD50) differed significantly with age in ventricular endocardium (adult, 11.6 +/- 2.2 ms; aged, 23.0 +/- 4.6 ms; p < 0.05; n =6) but not in epicardium (APD50: adult, 8.1 +/- 0.4 ms; aged, 13.0 +/- 2.3 ms; n = 6). Superfusion with carbachol (0.1 nM - 10 mu M) resulted in concentration-dependent hyperpolarization of MDP in atrium; the magnitude of hyperpolarization differed significantly with age (2.5-fold higher in the aged; p < 0.05; n = 5). Carbachol caused concentration-dependent shortening of APD50; this effect differed significantly with age in the ventricle (2-fold greater in the aged; p < 0.05; n = 6) but not in the atrium. Carbachol prolonged the AVT in atrial-paced (240 beats/min) hearts; the magnitude of carbachol-induced increase in AVT did not differ significantly with age. These results are consistent with the possibility that in the aging heart, greater hyperpolarization at the level of the right atrium (likely involving pacemaker cells) and greater shortening of APD50 at the level of ventricular myocytes may contribute to the enhanced cholinergic-triggered bradycardia and negative inotropic response, respectively.
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Affiliation(s)
- N Su
- Departments of Physiology and Pharmacology and Toxicology, Health Sciences Center, The University of Western Ontario, London, Canada
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Hayes JK, Peters JL, Smith KW, Craven CM. Monitoring normal and aberrant electrocardiographic activity from an endotracheal tube: comparison of the surface, esophageal, and tracheal electrocardiograms. J Clin Monit Comput 1994; 10:81-90. [PMID: 8207457 DOI: 10.1007/bf02886819] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
INTRODUCTION We designed an endotracheal (ET) tube with orthogonally spaced ECG cuff electrodes. This ET tube was evaluated in dogs and sheep to determine (1) whether ECGs recorded from our tube were sufficient to make accurate clinical decisions concerning heart rate and rhythm; and (2) whether metallic cuff electrodes in direct contact with the trachea could induce mucosal burn injury during episodes of defibrillation. METHODS Using experimental animals, we obtained ECGs from their tracheae and compared our findings with ECGs obtained from surface and esophageal electrodes. The electrical activity of the heart was modified by increasing the depth of anesthesia, occluding the left coronary artery, and administering beta-adrenergic drugs. Before the dogs were euthanized, they were subjected to episodes of transthoracic and intrathoracic defibrillation at energy levels of 200 to 400 J. A postmortem pathological examination of the trachea was performed to determine the incidence of mucosal burn injury. RESULTS Tracheal electrocardiography provided valid information on heart-rate monitoring and certain morphology profiles. The R-R, PR, QRS, and QT intervals measured from the trachea had a correlation of 1.0, 0.96, 0.83, and 0.98, respectively, when compared with the same intervals obtained from surface electrodes. Two tracheae subjected to intrathoracic defibrillation at > 300 J revealed evidence of minor burn injury. Some localized epithelium loss was displayed in all tracheae; we attributed this to tracheal intubation. CONCLUSION Tracheal electrocardiography may be useful in trauma patients who require intubation where injury precludes placement of chest ECG electrodes.
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Affiliation(s)
- J K Hayes
- Department of Biomedical Engineering, University of Texas at Austin 78712
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Ohya Y, Kumamoto K, Abe I, Tsubota Y, Fujishima M. Factors related to QT interval prolongation during probucol treatment. Eur J Clin Pharmacol 1993; 45:47-52. [PMID: 8405029 DOI: 10.1007/bf00315349] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
To clarify factors related to the QT interval prolongation produced by probucol, multivariate analysis was applied to clinical and laboratory data retrospectively obtained from 89 patients with hypercholesterolaemia, who had taken probucol for more than 3 months. The corrected QT interval (QTc) increased from 0.410s before treatment to 0.431 s after the administration of probucol; the total cholesterol level decreased from 267 mg.dl-1 to 212 mg.dl-1. None of the patients demonstrated new arrhythmia. The QTc after probucol was independently correlated with sex, serum albumin level and baseline QTc. Changes in QTc after probucol were independently correlated with the presence of ischaemic heart disease, baseline QTc, and a change in the total cholesterol level. The results suggest that a prolonged QTc is likely to appear in female patients, and in patients with a long baseline QTc or with a low serum albumin. It is also suggested that marked lengthening of the QTc is likely to occur in patients with ischaemic heart disease or with a short baseline QTc. Probucol can be used safely in patients with hypercholesterolaemia, but ECG monitoring may be necessary, especially in female patients, as well as in those with hypoalbuminaemia or with ischaemic heart disease.
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Affiliation(s)
- Y Ohya
- Division of Internal Medicine, Kyushu Central Hospital, Fukuoka, Japan
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26
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Antczak-Bouckoms A, Tulloch JF, Klawansky S. Technology assessment in the Normative Aging Study. Int J Technol Assess Health Care 1991; 7:143-9. [PMID: 1864698 DOI: 10.1017/s0266462300005031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
This review of publications based on data from the Veterans Affairs Normative Aging Study identified four articles that were considered assessments of health care technologies. Three evaluated methods for research on body composition, the fourth studied ventricular size in patient with presenile dementia. Several additional articles are discussed that provided data on baseline values or risk factors for disease that might be useful in generating hypotheses to be tested in later assessments of technologies.
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Abstract
With advancing age, widespread histologic changes in the conduction system occur. These changes may alter several features of the aging electrocardiogram, including duration of the PR and QT intervals, orientation of the electrical axis, duration and morphology of the atrial and ventricular complexes, and characteristics of the ventricular repolarization. And although ST segment and T wave abnormalities may be the only clue to acute ischemia, they are nonspecific and associated with a multitude of noncardiac causes. With an awareness of atypical presentations and difficulties in ECG interpretation, emergency physicians may be able to improve the assessment and triage of elderly patients with acute coronary ischemia.
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Affiliation(s)
- J Jones
- Department of Emergency Medicine, Butterworth Hospital, Grand Rapids, MI 49503
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Igarashi H, Yamaki M, Kubota I, Ikeda K, Matsui M, Tsuiki K, Yasui S. Relation between localization of coronary artery disease and local abnormalities in ventricular activation during exercise tests. Circulation 1990; 81:461-9. [PMID: 2297856 DOI: 10.1161/01.cir.81.2.461] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
To examine whether or not the location of local abnormalities on body surface isochrone maps reflects the site of myocardial ischemia, 48 coronary artery disease patients without myocardial infarction were studied. Eighty-seven unipolar electrocardiograms distributed over the anterior chest and the back were recorded simultaneously before and after the submaximal treadmill exercise. For each lead, the duration from the QRS onset to the time of the most rapid decrease in QRS voltage was measured (index of ventricular activation [IVA]). Based o the data provided by these 87 leads, IVA isochrone maps (IVA map) in preexercise and in postexercise, as well as IVA maps showing the difference between preexercise and postexercise, were constructed. The IVA was defined as abnormal when it exceeded (mean + 2 SD) the normal range. We called the area with the abnormal IVA, the "+2SD area." In patients having a stenosis in the left anterior descending artery, the +2SD area in each map was located mainly on the left anterior chest, whereas in patients having a stenosis in the right coronary artery, the +2SD area in each map was located mainly on the right lower thoracic surface. Moreover, the +2SD area of patients with both left anterior descending and right coronary artery disease appeared on both the left anterior chest and the right lower thoracic surface. In patients with left circumflex artery disease, however, the location of the +2SD area did not suggest a stenotic site because of its small population. On the other hand, it was difficult to determine the ischemic site from the body surface distribution of ST segment depression.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- H Igarashi
- First Department of Internal Medicine, Yamagata University School of Medicine Japan
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Yasumura S, Shibata H. The effect of aging on the electrocardiographic findings in the elderly--a 10-year longitudinal study: the Koganei Study. Arch Gerontol Geriatr 1989; 9:1-15. [PMID: 2675789 DOI: 10.1016/0167-4943(89)90020-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/1988] [Accepted: 11/28/1988] [Indexed: 01/02/2023]
Abstract
To investigate the effect of aging on the electrocardiographic findings in the elderly, we analyzed the changes of the electrocardiographic findings according to the Minnesota Code in a 10-year longitudinal study. The aging effect on the electrocardiographic findings was expressed in the increase of Q-QS patterns and ST depression in both sexes, T-wave changes in males and QRS axis deviation in females. Prevalence of high amplitude R waves in both sexes, QRS axis deviation, atrioventricular conduction defects, intraventricular conduction defects and arrhythmias in males and T-wave changes in females also tended to increase with aging. Over the 10-year observation period, only high amplitude R waves, atrioventricular conduction defects and arrhythmias had a tendency to occur more frequently for both sexes in the hypertensives than in the normotensives. However, there was no significant difference in incidence between them. These facts suggest that, in the elderly, the age itself is important in ECG changes with aging.
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Affiliation(s)
- S Yasumura
- Department of Public Health, Yamagata University School of Medicine, Japan
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Carosella L, Menichelli P, Alimenti M, Zuccala G, Gemma A, Cocchi A, Carbonin PU. Verapamil disposition and cardiovascular effects in elderly patients after single intravenous and oral doses. Cardiovasc Drugs Ther 1989; 3:417-25. [PMID: 2487538 DOI: 10.1007/bf01858113] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Pharmacokinetics and pharmacodynamics of verapamil were studied in 11 elderly subjects (age = 79.67 +/- 4.74 years) and in 11 middle-aged subjects (age = 45 +/- 11.37 years) following intravenous (IV), single oral, and long-term oral administration. Plasma verapamil concentrations were determined using high-pressure liquid chromatography (HPLC). Twenty-four hour dynamic Holter electrocardiographic (ECG) recordings were employed to study heart rate (HR) and P-R interval. No difference in plasma half-life, distribution volume, body clearance, and area under the curve (AUC) was observed between the two groups after IV and oral verapamil administration. Blood pressure (BP) and HR were significantly reduced after verapamil IV administration in the elderly group only (p less than 0.05, p less than 0.01, respectively). After single and long-term oral administration, variable HR and BP responses were observed in both groups. The P-R prolongation following both IV and single oral doses exhibited a delay with respect to the peak plasma concentration, inducing a definite hysteresis loop. The slope of P-R variations (using a linear pharmacodynamic model) was greater in the elderly both after IV and single oral verapamil administration, but statistical significance was obtained only after the single oral dose (p less than 0.05). In the elderly group, after long-term oral administration, there was a significant prolongation of the P-R interval (p less than 0.0001) with respect to the corresponding time point of the 24-hour predrug period. Such variations in pharmacodynamic parameters in the elderly did not, however, cause any clinical problem.(ABSTRACT TRUNCATED AT 250 WORDS)
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Affiliation(s)
- L Carosella
- Divisione di Gerontologia, Universita Cattolica del Sacro Cuore, Rome, Italy
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Ahnve S, Sullivan M, Myers J, Froelicher V. Computer analysis of exercise-induced changes in QRS duration in patients with angina pectoris and in normal subjects. Am Heart J 1986; 111:903-8. [PMID: 3706110 DOI: 10.1016/0002-8703(86)90640-x] [Citation(s) in RCA: 30] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Exercise-induced changes in QRS duration were assessed in 25 normal subjects and in 17 patients with stable ischemic heart disease. None had bundle branch block or were taking medications, and all patients had angina pectoris induced during the test. QRS duration and ST60 amplitude were measured by computer during rest while standing, at a heart rate of 100 to 110 bpm during exercise, at peak heart rate for the angina patients (mean of 127 bpm), and at the corresponding matched heart rate and peak heart rate for the normals (mean of 174 bpm). As heart rate increased, the patients showed significant ST60 depression. In normal subjects, the QRS duration tended to increase initially but at the matched heart rate level and at peak heart rate it decreased significantly compared to rest (p less than 0.01). The QRS duration in the angina patients increased significantly at the heart rate level of 100 to 110 bpm (p less than 0.05). Of the eight patients who reached a peak heart rate above 127 bpm, six (75%) during that period further increased QRS duration compared to three (12%) of the 25 normal subjects (p less than 0.001). We conclude that a consistent increase in QRS duration during exercise, although subtle, may be a marker of ischemia and consequently a potential diagnostic tool.
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Abstract
The electrocardiogram in 1,029 obese subjects was correlated with the severity of obesity and with age, sex and blood pressure. The heart rate, PR interval, QRS duration, QTc interval and voltage (R + S or Q wave in leads I, II and III) increased, and the QRS vector shifted to the left with increasing obesity. These changes were independent of age, sex and blood pressure. Bradycardia was present in 19% of the patients, but tachycardia in only 0.5%. ST and T wave abnormalities were present in 11%, correlating better with increasing age and blood pressure than with severity of obesity. Conduction abnormalities were infrequent. Low voltage was present in only 3.9% of the patients and QTc prolongation was present in 28.3%. The heart rate and QRS voltage increase with increasing obesity. Conduction is slowed, and the QRS vector shifts toward the left as percent overweight increases. These changes must be considered when evaluating both baseline electrocardiographic studies in obese patients and the changes seen during weight reduction.
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Dujovne CA, Atkins F, Wong B, DeCoursey S, Krehbiel P, Chernoff SB. Electrocardiographic effects of probucol. A controlled prospective clinical trial. Eur J Clin Pharmacol 1984; 26:735-9. [PMID: 6386485 DOI: 10.1007/bf00541934] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Probucol is known to prolong QT intervals in some patients and to produce fatal arrhythmias in selected animal species. To assess the prevalence and clinical relevance of this effect in a controlled manner, we analyzed electrocardiograms (ECGs) and medical events in patients during a placebo-controlled crossover trial comparing single or combined administration of probucol and colestipol. Forty-two Type II hyperlipoproteinemic patients were studied for eighteen to twenty-four months. Two cardiologists independently read the tracings which were previously arranged randomly without names or dates. There were no statistical differences between the reports of the ECG parameters by the two cardiologists. The mean QTc interval of the entire patient population was lengthened after probucol administration without reaching statistical significance when compared to placebos or colestipol treatments. Forty-eight % of the patients showed lengthening of the QTc interval during probucol treatment by 11 to 70 msec increment over baseline placebo. The remaining had either no change or shortening of the interval. There were no statistically significant differences in means of R-R, PR, QRS, QTc or QoT intervals among placebo, probucol., colestipol and probucol plus colestipol treatments. It is concluded that probucol prolonged QT intervals in the electrocardiograms of about one half of patients receiving the drug with no other clinical or statistically significant evidence of cardiotoxicity or electrocardiographic effects.
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Baden L, Weiss ST, Thomas HE, Sparrow D. Smoking status and the electrocardiogram: a cross-sectional and longitudinal study. ARCHIVES OF ENVIRONMENTAL HEALTH 1982; 37:365-9. [PMID: 6983866 DOI: 10.1080/00039896.1982.10667593] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Previous cross-sectional studies have shown age trends in electrocardiographic wave patterns, including leftward shift in frontal plane axis and decreases in R, S, and T wave amplitudes with age. The effects of smoking on electrocardiographic measurements have also been examined. Findings of several studies vary and include possible smoking-induced changes in T wave amplitude and frontal plane axis measurements. To examine both cross-sectionally and longitudinally the effects of cigarette smoking on electrocardiographic measurements, serial recordings obtained 5 yr apart were taken from 702 healthy male participants of the Normative Aging Study, who were 23-74 yr of age at their first examination. These men were classified as current smokers (at both baseline and follow-up examinations, N = 291), former smokers (men who stopped smoking prior to the baseline examination, N = 203), or never smokers (at any time, N = 208). At baseline, P-R interval duration was shorter in current smokers than in former or never smokers. Longitudinal results indicated that R, S, and T wave amplitudes decreased at greater rates in smokers than in nonsmokers. These findings suggest that changes in the electrocardiogram attributed to aging may be modified by smoking.
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Goldberger AL, Bhargava V. QRS duration measurement using high-frequency electrocardiography: applications and limitations of a new technique. COMPUTERS AND BIOMEDICAL RESEARCH, AN INTERNATIONAL JOURNAL 1982; 15:474-84. [PMID: 7140246 DOI: 10.1016/0010-4809(82)90028-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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