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Rahola JT, Mattila SM, Kiviniemi AM, Ukkola OH, Tulppo MP, Junttila MJ, Huikuri HV, Kenttä TV, Perkiömäki JS. Prognostic significance of beat-to-beat variability of spatial heterogeneity of repolarization analyzed from a 5-minute resting electrocardiogram in coronary artery disease. Heart Rhythm 2024:S1547-5271(24)00224-8. [PMID: 38597856 DOI: 10.1016/j.hrthm.2024.02.052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 02/22/2024] [Accepted: 02/22/2024] [Indexed: 04/11/2024]
Abstract
BACKGROUND Data on the prognostic significance of temporal variability of spatial heterogeneity of electrocardiographic repolarization in coronary artery disease (CAD) are limited. OBJECTIVE The purpose of this study was to evaluate the prognostic value of temporal variability of T-wave morphology analyzed from a 5-minute resting electrocardiogram in CAD. METHODS The standard deviation (SD) of T-wave morphology dispersion (TMD-SD) and the SD of total cosine R-to-T were analyzed on a beat-to-beat basis from a 5-minute period of the standard resting 12-lead electrocardiogram obtained before the clinical stress test in 1702 patients with angiographically verified CAD and well-preserved left ventricular function. RESULTS During an average of 8.7 ± 2.2 years of follow-up, 60 patients experienced sudden cardiac death/arrest (SCD/SCA) (3.5%), 69 patients nonsudden cardiac death (NSCD) (4.1%), and 161 patients noncardiac death (9.5%). TMD-SD was significantly higher in patients who experienced SCD/SCA than in other patients (1.72 ± 2.00 vs 1.12 ± 1.75; P = .01) and higher in patients who succumbed to NSCD than in other patients (1.57 ± 1.74 vs 1.12 ± 1.76; P = .04), but it did not differ significantly between patients who experienced noncardiac death and those without such an event (1.16 ± 1.42 vs 1.14 ± 1.79; P = .86). In the Cox multivariable hazards model, TMD-SD retained its significant association with the risk of SCD/SCA (hazard ratio 1.119; 95% confidence interval 1.015-1.233; P = .024) but not with the risk of NSCD (hazard ratio 1.089; 95% confidence interval 0.983-1.206; P = .103). CONCLUSION TMD-SD is independently associated with the long-term risk of SCD/SCA in patients with CAD.
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Affiliation(s)
- Janne T Rahola
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Severi M Mattila
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Antti M Kiviniemi
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olavi H Ukkola
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Mikko P Tulppo
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Biomedicine and Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland.
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Hekkanen JJ, Kenttä TV, Holmström L, Tulppo MP, Ukkola OH, Pakanen L, Junttila MJ, Huikuri HV, Perkiömäki JS. Association of electrocardiographic spatial heterogeneity of repolarization and spatial heterogeneity of atrial depolarization with left ventricular fibrosis. Europace 2023; 25:820-827. [PMID: 36635858 PMCID: PMC10062366 DOI: 10.1093/europace/euac273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/14/2022] [Indexed: 01/14/2023] Open
Abstract
AIMS To evaluate the relationship between spatial heterogeneity of electrocardiographic repolarization and spatial heterogeneity of atrial depolarization with arrhythmic substrate represented by left ventricular fibrosis. METHODS AND RESULTS We assessed the associations of T- and P-wave morphology parameters analysed from the standard 12-lead electrocardiograms with left ventricular fibrosis in 378 victims of unexpected sudden cardiac death (SCD) who underwent medico-legal autopsy. Based on autopsy findings, the SCD victims were categorized into four different groups according to different stages of severity of left ventricular fibrosis (substantial fibrosis, moderate patchy fibrosis, scattered mild fibrosis, no fibrosis). T-wave and P-wave area dispersion (TWAd: 0.0841 ± 0.496, 0.170 ± 0.492, 0.302 ± 404, 0.296 ± 0.476, P = 0.008; PWAd: 0.574 ± 0.384, 0.561 ± 0.367, 0.654 ± 0.281, 0.717 ± 0.257, P = 0.011, respectively; low values abnormal), non-dipolar components of T-wave and P-wave morphology (T_NonDipolarABS: 0.0496 ± 0.0377, 0.0571 ± 0.0487, 0.0432 ± 0.0476, 0.0380 ± 0.0377, P = 0.027; P_NonDipolarABS: 0.0132 ± 0.0164, 0.0130 ± 0.0135, 0.0092 ± 0.0117, 0.0069 ± 0.00472, P = 0.005, respectively, high values abnormal), T-wave morphology dispersion (TMD: 45.9 ± 28.3, 40.5 ± 25.8, 35.5 ± 24.9, 33.0 ± 24.6, P = 0.030, respectively, high values abnormal), and P-wave heterogeneity (PWH: 20.0 ± 9.44, 19.7 ± 8.87, 17.9 ± 9.78, 15.4 ± 4.60, P = 0.019, respectively, high values abnormal) differed significantly between the groups with different stages of left ventricular fibrosis. After adjustment with heart weight, T_NonDipolarABS [standardized β (sβ) = 0.131, P = 0.014], PWAd (sβ = -0.161, P = 0.003), P_NonDipolarABS (sβ = 0.174, P = 0.001), and PWH (sβ = 0.128, P = 0.015) retained independent association, and TWAd (sβ = -0.091, P = 0.074) and TMD (sβ = 0.097, P = 0.063) tended to retain their association with the degree of myocardial fibrosis. CONCLUSION Our findings suggest that abnormal values of T- and P-wave morphology are associated with arrhythmic substrate represented by ventricular fibrosis partly explaining the mechanism behind their prognostic significance.
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Affiliation(s)
- Jenni J Hekkanen
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
| | - Lauri Holmström
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
| | - Mikko P Tulppo
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
| | - Olavi H Ukkola
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
| | - Lasse Pakanen
- Forensic Medicine Unit, Finnish Institute for Health and Welfare, Hoitajanrinne 1, P.O. Box 310, FI-90101 Oulu, Finland
- Department of Forensic Medicine, Medical Research Center Oulu, Research Unit of Internal Medicine, University of Oulu, Aapistie 5B, P.O. Box 5000, FI-90014 Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Division of Cardiology, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, P.O. Box 5000, Kajaanintie 50, 90014 Oulu, Finland
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Laitinen I, Kenttä TV, Passi J, Haukilahti MAE, Eranti A, Holkeri A, Aro AL, Kerola T, Noponen K, Seppänen T, Rissanen H, Knekt P, Heliövaara M, Ukkola OH, Junttila MJ, Huikuri HV, Perkiömäki JS. Prognostic value of P-wave morphology in general population. Europace 2023; 25:164-174. [PMID: 35852923 PMCID: PMC10112844 DOI: 10.1093/europace/euac121] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 06/19/2022] [Indexed: 11/14/2022] Open
Abstract
AIMS To evaluate the prognostic significance of novel P-wave morphology descriptors in general population. METHODS AND RESULTS Novel P-wave morphology variables were analyzed from orthogonal X-, Y-, Z-leads of the digitized electrocardiogram using a custom-made software in 6906 middle-aged subjects of the Mini-Finland Health Survey. A total of 3747 (54.3%) participants died during the follow-up period of 24.3 ± 10.4 years; 379 (5.5%) of the study population succumbed to sudden cardiac death (SCD), 928 (13.4%) to non-SCD (NSCD) and 2440 (35.3%) patients to non-cardiac death (NCD). In univariate comparisons, most of the studied P-wave morphology parameters had a significant association with all modes of death (P from <0.05 to <0.001). After relevant adjustments in the Cox multivariate hazards model, P-wave morphology dispersion (PMD) still tended to predict SCD [hazard ratio (HR): 1.006, 95% confidence interval (CI): 1.000-1.012, P = 0.05) but not NSCD (HR: 0.999, 95% CI: 0.995-1.003, P = 0.68) or NCD (HR: 0.999, 95% CI: 0.997-1.001, P = 0.44). The P-wave maximum amplitude in the lead Z (P-MaxAmp-Z) predicted SCD even after multivariate adjustments (HR: 1.010, 95% CI: 1.005-1.015, P = 0.0002) but also NSCD (HR: 1.005, 95% CI: 1.002-1.009, P = 0.0005) and NCD (HR: 1.002, 95% CI: 1.000-1.005, P = 0.03). CONCLUSION Abnormalities of P-wave morphology are associated with the risk of all modes of death in general population. After relevant adjustments, PMD was still closely associated with the risk of SCD but not with NSCD or NCD. P-MaxAmp-Z predicted SCD even after adjustments, however, it also retained its association with NSCD and NCD.
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Affiliation(s)
- Idamaria Laitinen
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Jussi Passi
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Mira Anette E Haukilahti
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Antti Eranti
- Heart Center, Turku University Hospital, Turku, Finland
| | - Arttu Holkeri
- Division of Cardiology, Heart and Lung Center, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Aapo L Aro
- Division of Cardiology, Heart and Lung Center, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Tuomas Kerola
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Kai Noponen
- Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland
| | - Tapio Seppänen
- Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland
| | - Harri Rissanen
- Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Paul Knekt
- Finnish Institute for Health and Welfare, Helsinki, Finland
| | | | - Olavi H Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
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Hekkanen JJ, Kenttä TV, Tulppo MP, Kiviniemi AM, Ukkola OH, Junttila MJ, Huikuri HV, Perkiömäki JS. Association of atrial depolarization variability and cardiac autonomic regulation with sudden cardiac death in coronary artery disease. Europace 2022; 24:1942-1951. [PMID: 36037009 DOI: 10.1093/europace/euac139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 07/16/2022] [Indexed: 12/14/2022] Open
Abstract
AIMS To evaluate the prognostic significance of the temporal variability of P-wave morphology, specifically in relation to cardiac autonomic regulation. METHODS AND RESULTS We analyzed the standard deviation of P-wave residuum (PWRSD) from five consecutive beats of the standard 12-lead ECG in 1236 patients with angiographically verified coronary artery disease (CAD). We evaluated the prognostic value of PWRSD, of PWRSD and PWR in relation to the 24 h standard deviation of normal-to-normal intervals (PWRSD/SDNN and PWR/SDNN). After 8.7 ± 2.2 years of follow-up on average, 43 patients (3.5%) experienced sudden cardiac death (SCD) or were resuscitated from sudden cardiac arrest (SCA), 34 (2.8%) succumbed to non-sudden cardiac death (NSCD) and 113 (9.1%) to non-cardiac death (NCD). In the Cox regression analysis, PWRSD (≥0.002727) had a significant univariate (uv) [hazard ratio (HR): 4.27, 95% confidence interval (CI): 2.26-8.08, P = 0.000008] and multivariate (mv) (HR: 2.58, 95% CI: 1.31-5.08, P = 0.006) association with SCD/SCA but not with NSCD (uv P = 0.76, mv P = 0.33) or NCD (uv P = 0.57, mv P = 0.66). All the studied P-morphology parameters retained a significant association with the risk of SCD/SCA after relevant adjustment (mv P-values from 0.00003 to <0.05) but not with NSCD or NCD. When dichotomized PWRSD, PWR, PWRSD/SDNN, and PWR/SDNN were added to the clinical risk model for SCD/SCD, the C-index increased from 0.799 to 0.834 and integrated discrimination index and net reclassification index improved significantly (P < 0.001). CONCLUSION Variability of P-morphology representing temporo-spatial heterogeneity of atrial depolarization, specifically when combined with cardiac autonomic regulation, independently predicts the risk of SCD in patients with CAD.
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Affiliation(s)
- Jenni J Hekkanen
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Mikko P Tulppo
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Antti M Kiviniemi
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olavi H Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
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Pelli A, Junttila MJ, Kenttä TV, Schlögl S, Zabel M, Malik M, Reichlin T, Willems R, Vos MA, Harden M, Friede T, Sticherling C, Huikuri HV. Q waves are the strongest electrocardiographic variable associated with primary prophylactic implantable cardioverter-defibrillator benefit: a prospective multicentre study. Europace 2021; 24:774-783. [PMID: 34849744 PMCID: PMC9071070 DOI: 10.1093/europace/euab260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 09/29/2021] [Indexed: 11/13/2022] Open
Abstract
AIM The association of standard 12-lead electrocardiogram (ECG) markers with benefits of the primary prophylactic implantable cardioverter-defibrillator (ICD) has not been determined in the contemporary era. We analysed traditional and novel ECG variables in a large prospective, controlled primary prophylactic ICD population to assess the predictive value of ECG in terms of ICD benefit. METHODS AND RESULTS Electrocardiograms from 1477 ICD patients and 700 control patients (EU-CERT-ICD; non-randomized, controlled, prospective multicentre study; ClinicalTrials.gov Identifier: NCT02064192), who met ICD implantation criteria but did not receive the device, were analysed. The primary outcome was all-cause mortality. In ICD patients, the co-primary outcome of first appropriate shock was used. Mean follow-up time was 2.4 ± 1.1 years to death and 2.3 ± 1.2 years to the first appropriate shock. Pathological Q waves were associated with decreased mortality in ICD patients [hazard ratio (HR) 0.54, 95% confidence interval (CI) 0.35-0.84; P < 0.01] and patients with pathological Q waves had significantly more benefit from ICD (HR 0.44, 95% CI 0.21-0.93; P = 0.03). QTc interval increase taken as a continuous variable was associated with both mortality and appropriate shock incidence, but commonly used cut-off values, were not statistically significantly associated with either of the outcomes. CONCLUSION Pathological Q waves were a strong ECG predictor of ICD benefit in primary prophylactic ICD patients. Excess mortality among Q wave patients seems to be due to arrhythmic death which can be prevented by ICD.
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Affiliation(s)
- Ari Pelli
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 5000, FIN-90014 Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 5000, FIN-90014 Oulu, Finland.,Biocenter Oulu, University of Oulu, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 5000, FIN-90014 Oulu, Finland
| | - Simon Schlögl
- Division of Cardiology, University Medical Center Göttingen Heart Center, Göttingen, Germany
| | - Markus Zabel
- Division of Cardiology, University Medical Center Göttingen Heart Center, Göttingen, Germany.,DZHK (German Center for Cardiovascular Research), partner site Göttingen, Göttingen, Germany
| | - Marek Malik
- National Heart and Lung Institute, Imperial College, London, UK.,Department of Internal Medicine and Cardiology, Masaryk University, Brno, Czech Republic
| | - Tobias Reichlin
- Division of Cardiology, University Hospital Basel, Basel, Switzerland
| | - Rik Willems
- Department of Cardiovascular Sciences, University of Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Marc A Vos
- Medical Physiology, University Medical Center Utrecht, Utrecht, Netherlands
| | - Markus Harden
- Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany
| | - Tim Friede
- DZHK (German Center for Cardiovascular Research), partner site Göttingen, Göttingen, Germany.,Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany
| | | | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 5000, FIN-90014 Oulu, Finland
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Holkeri A, Eranti A, Haukilahti MAE, Kerola T, Kenttä TV, Noponen K, Seppänen T, Rissanen H, Heliövaara M, Knekt P, Junttila MJ, Huikuri HV, Aro AL. Prognostic significance of flat T-waves in the lateral leads in general population. J Electrocardiol 2021; 69:105-110. [PMID: 34656915 DOI: 10.1016/j.jelectrocard.2021.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 09/30/2021] [Accepted: 10/02/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Negative T-waves are associated with sudden cardiac death (SCD) risk in the general population. Whether flat T-waves also predict SCD is not known. The aim of the study was to examine the clinical characteristics and risk of SCD in general population subjects with flat T-waves. METHODS We examined the electrocardiograms of 6750 Finnish general population adults aged ≥30 years and classified the subjects into 3 groups: 1) negative T-waves with an amplitude ≥0.1 mV in ≥2 of the leads I, II, aVL, V4-V6, 2) negative or positive low amplitude T-waves with an amplitude <0.1 mV and the ratio of T-wave and R-wave <10% in ≥2 of the leads I, II, aVL, V4-V6, and 3) normal positive T-waves (not meeting the aforesaid criteria). The association between T-wave classification and SCD was assessed during a 10-year follow-up. RESULTS A total of 215 (3.2%) subjects had negative T-waves, 856 (12.7%) flat T-waves, and 5679 (84.1%) normal T-waves. Flat T-wave subjects were older and had more often cardiovascular morbidities compared to normal T-wave subjects, while negative T-wave subjects were the oldest and had most often cardiovascular morbidities. After adjusting for multiple factors, both flat T-waves (hazard ratio [HR] 1.81; 95% confidence interval [CI] 1.13-2.91) and negative T-waves (HR 3.27; 95% CI 1.85-5.78) associated with SCD. CONCLUSIONS Cardiovascular risk factors and disease are common among subjects with flat T-waves, but these minor T-wave abnormalities are also independently associated with increased SCD risk.
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Affiliation(s)
- Arttu Holkeri
- Department of Internal Medicine, Päijät-Häme Central Hospital, Keskussairaalankatu 7, 15850 Lahti, Finland.
| | - Antti Eranti
- Heart Center, Central Hospital of North Karelia, Tikkamäentie 16, 80210 Joensuu, Finland
| | - M Anette E Haukilahti
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Faculty of Medicine, PO Box 5000, FI-90014 Oulu, Finland
| | - Tuomas Kerola
- Department of Internal Medicine, Päijät-Häme Central Hospital, Keskussairaalankatu 7, 15850 Lahti, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Faculty of Medicine, PO Box 5000, FI-90014 Oulu, Finland
| | - Kai Noponen
- Center for Machine Vision and Signal Analysis, University of Oulu, PO Box 4500, Oulu FI-90014, Finland
| | - Tapio Seppänen
- Center for Machine Vision and Signal Analysis, University of Oulu, PO Box 4500, Oulu FI-90014, Finland
| | - Harri Rissanen
- Finnish Institute for Health and Welfare, PO Box 30, FI-00271 Helsinki, Finland
| | - Markku Heliövaara
- Finnish Institute for Health and Welfare, PO Box 30, FI-00271 Helsinki, Finland
| | - Paul Knekt
- Finnish Institute for Health and Welfare, PO Box 30, FI-00271 Helsinki, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Faculty of Medicine, PO Box 5000, FI-90014 Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Faculty of Medicine, PO Box 5000, FI-90014 Oulu, Finland
| | - Aapo L Aro
- Division of Cardiology, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Meilahti Tower Hospital, PL 340, 00029 HUS Helsinki, Finland
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7
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Haukilahti MAE, Kenttä TV, Tikkanen JT, Anttonen O, Aro AL, Kerola T, Eranti A, Holkeri A, Rissanen H, Heliövaara M, Knekt P, Junttila MJ, Huikuri HV. Electrocardiographic Risk Markers of Cardiac Death: Gender Differences in the General Population. Front Physiol 2021; 11:578059. [PMID: 33613298 PMCID: PMC7894046 DOI: 10.3389/fphys.2020.578059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 12/21/2020] [Indexed: 01/14/2023] Open
Abstract
Background Cardiac death is one of the leading causes of death and sudden cardiac death (SCD) is estimated to cause approximately 50% of cardiac deaths. Men have a higher cardiac mortality than women. Consequently, the mechanisms and risk markers of cardiac mortality are not as well defined in women as they are in men. Aim The aim of the study was to assess the prognostic value and possible gender differences of SCD risk markers of standard 12-lead electrocardiogram in three large general population samples. Methods The standard 12-lead electrocardiographic (ECG) markers were analyzed from three different Finnish general population samples including total of 20,310 subjects (49.9% women, mean age 44.8 ± 8.7 years). The primary endpoint was cardiac death, and SCD and all-cause mortality were secondary endpoints. The interaction effect between women and men was assessed for each ECG variable. Results During the follow-up (7.7 ± 1.2 years), a total of 883 deaths occurred (24.5% women, p < 0.001). There were 296 cardiac deaths (13.9% women, p < 0.001) and 149 SCDs (14.8% women, p < 0.001). Among those who had died due to cardiac cause, women had more often a normal electrocardiogram compared to men (39.0 vs. 27.5%, p = 0.132). After adjustments with common cardiovascular risk factors and the population sample, the following ECG variables predicted the primary endpoint in men: left ventricular hypertrophy (LVH) with strain pattern (p < 0.001), QRS duration > 110 ms (p < 0.001), inferior or lateral T-wave inversion (p < 0.001) and inferolateral early repolarization (p = 0.033). In women none of the variables remained significant predictors of cardiac death in multivariable analysis, but LVH, QTc ≥ 490 ms and T-wave inversions predicted SCD (p < 0.047 and 0.033, respectively). In the interaction analysis, LVH (HR: 2.4; 95% CI: 1.2–4.9; p = 0.014) was stronger predictor of primary endpoint in women than in men. Conclusion Several standard ECG variables provide independent information on the risk of cardiac mortality in men but not in women. LVH and T-wave inversions predict SCD also in women.
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Affiliation(s)
- Mira Anette E Haukilahti
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and University Hospital of Oulu, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and University Hospital of Oulu, Oulu, Finland
| | - Jani T Tikkanen
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and University Hospital of Oulu, Oulu, Finland
| | - Olli Anttonen
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Aapo L Aro
- Division of Cardiology, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Tuomas Kerola
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Antti Eranti
- Heart Center, Central Hospital of North Karelia, Joensuu, Finland
| | - Arttu Holkeri
- Division of Cardiology, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Harri Rissanen
- Department of Public Health Solutions, Finnish National Institute for Health and Welfare (THL), Helsinki, Finland
| | - Markku Heliövaara
- Department of Public Health Solutions, Finnish National Institute for Health and Welfare (THL), Helsinki, Finland
| | - Paul Knekt
- Department of Public Health Solutions, Finnish National Institute for Health and Welfare (THL), Helsinki, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and University Hospital of Oulu, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and University Hospital of Oulu, Oulu, Finland
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8
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Rahola JT, Kiviniemi AM, Ukkola OH, Tulppo MP, Junttila MJ, Huikuri HV, Kenttä TV, Perkiömäki JS. Temporal variability of T-wave morphology and risk of sudden cardiac death in patients with coronary artery disease. Ann Noninvasive Electrocardiol 2021; 26:e12830. [PMID: 33486851 PMCID: PMC8164143 DOI: 10.1111/anec.12830] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 01/04/2021] [Accepted: 01/04/2021] [Indexed: 12/16/2022] Open
Abstract
Background The possible relationship between temporal variability of electrocardiographic spatial heterogeneity of repolarization and the risk of sudden cardiac death (SCD) in patients with coronary artery disease (CAD) is not completely understood. Methods The standard deviation of T‐wave morphology dispersion (TMD‐SD), of QRST angle (QRSTA‐SD), and of T‐wave area dispersion (TW‐Ad‐SD) were analyzed on beat‐to‐beat basis from 10 min period of the baseline electrocardiographic recording in ARTEMIS study patients with angiographically verified CAD. Results After on average of 8.6 ± 2.3 years of follow‐up, a total of 66 of the 1,678 present study subjects (3.9%) had experienced SCD or were resuscitated from sudden cardiac arrest (SCA). TMD‐SD was most closely associated with the risk for SCD and was significantly higher in patients who had experienced SCD/SCA compared with those who remained alive (3.61 ± 2.83 vs. 2.64 ± 2.52, p = .008, respectively), but did not differ significantly between the patients who had experienced non‐SCD (n = 71, 4.2%) and those who remained alive (3.20 ± 2.73 vs. 2.65 ± 2.53, p = .077, respectively) or between the patients who succumbed to non‐cardiac death (n = 164, 9.8%) and those who stayed alive (2.64 ± 2.17 vs. 2.68 ± 2.58, p = .853). After adjustments with relevant clinical risk indicators of SCD/SCA, TMD‐SD still predicted SCD/SCA (HR 1.107, 95% CIs 1.035–1.185, p = .003). Conclusions Temporal variability of electrocardiographic spatial heterogeneity of repolarization represented by TMD‐SD independently predicts long‐term risk of SCD/SCA in patients with CAD.
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Affiliation(s)
- Janne T Rahola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Antti M Kiviniemi
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olavi H Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Mikko P Tulppo
- Department of Physiology, Research Unit of Biomedicine, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
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9
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Hekkanen JJ, Kenttä TV, Haukilahti MAE, Rahola JT, Holmström L, Vähätalo J, Tulppo MP, Kiviniemi AM, Pakanen L, Ukkola OH, Junttila MJ, Huikuri HV, Perkiömäki JS. Increased Beat-to-Beat Variability of T-Wave Heterogeneity Measured From Standard 12-Lead Electrocardiogram Is Associated With Sudden Cardiac Death: A Case-Control Study. Front Physiol 2020; 11:1045. [PMID: 32982784 PMCID: PMC7477294 DOI: 10.3389/fphys.2020.01045] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 07/29/2020] [Indexed: 11/13/2022] Open
Abstract
Introduction The prognostic significance of beat-to-beat variability of spatial heterogeneity of repolarization measured from standard 12-lead ECG is not well-understood. Methods We measured the short-term variability of repolarization parameters, such as T-wave heterogeneity in leads V4–V6 (TWH) and QT interval (QT), from five consecutive beats of previously recorded standard 12-lead ECG in 200 victims of unexpected sudden cardiac death (SCD) confirmed to be due to complicated atherosclerotic coronary artery disease (CAD) in medico-legal autopsy and 200 age- and sex-matched controls with angiographically confirmed CAD. The short-term variability of repolarization heterogeneity was defined as the standard deviation (SD) of the measured repolarization parameters. All ECGs were in sinus rhythm, and no premature ventricular contractions were included in the measured segment. Results TWH-SD and QT-SD were significantly higher in SCD victims than in subjects with CAD (6.9 ± 5.6 μV vs. 3.8 ± 2.6 μV, p = 1.8E-11; 8.3 ± 13.1 ms vs. 3.8 ± 7.1 ms, p = 0.00003, respectively). After adjusting in the multivariate clinical model with factors, such as diabetes, RR interval, and beta blocker medication, TWH-SD and QT-SD retained their significant power in discriminating between the victims of SCD and the patients with CAD (p = 0.00003, p = 0.006, respectively). TWH-SD outperformed QT-SD in identifying the SCD victims among the study subjects (area under the curve in the receiver operating characteristics curve 0.730 vs. 0.679, respectively). Conclusion Increased short-term variability of repolarization heterogeneity measured from standard 12-lead ECG is associated with SCD.
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Affiliation(s)
- Jenni J Hekkanen
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Mira Anette E Haukilahti
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Janne T Rahola
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Lauri Holmström
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Juha Vähätalo
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Mikko P Tulppo
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Antti M Kiviniemi
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Lasse Pakanen
- Forensic Medicine Unit, Finnish Institute for Health and Welfare, Oulu, Finland.,Research Unit of Internal Medicine, Department of Forensic Medicine, Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Olavi H Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
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10
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Haukilahti MAE, Kenttä TV, Tikkanen JT, Anttonen O, Aro AL, Kerola T, Rissanen H, Knekt P, Junttila MJ, Huikuri HV. Electrocardiographic Risk Markers for Heart Failure in Women Versus Men. Am J Cardiol 2020; 130:70-77. [PMID: 32684284 DOI: 10.1016/j.amjcard.2020.06.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 05/29/2020] [Accepted: 06/03/2020] [Indexed: 10/24/2022]
Abstract
Heart failure (HF) is one of the leading causes of hospitalization in the Western world. Women have a lower HF hospitalization rate and mortality compared with men. The role of electrocardiography as a risk marker of future HF in women is not well known. We studied association of electrocardiographic (ECG) risk factors for HF hospitalization in women from a large middle-aged general population with a long-term follow-up and compared the risk profile to men. Standard 12-lead ECG markers were analyzed from 10,864 subjects (49% women), and their predictive value for HF hospitalization was analyzed. During the follow-up (30 ± 11 years), a total of 1,743 subjects had HF hospitalization; of these, 861 were women (49%). Several baseline characteristics, such as age, body mass index, blood pressure, and history of previous cardiac disease predicted the occurrence of HF both in women and men (p <0.001 for all). After adjusting for baseline variables, ECG sign of left ventricular hypertrophy (LVH) (p <0.001), and atrial fibrillation (p <0.001) were the only baseline ECG variables that predicted future HF in women. In men, HF was predicted by fast heart rate (p = 0.008), T wave inversions (p <0.001), abnormal Q-waves (p = 0.002), and atrial fibrillation (p <0.001). Statistically significant gender interactions in prediction of HF were observed in ECG sign of LVH, inferolateral T wave inversions, and heart rate. In conclusion, ECG sign of LVH predicts future HF in middle-aged women, and T wave inversions and elevated heart rate are associated with HF hospitalization in men.
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11
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Vähätalo JH, Huikuri HV, Holmström LTA, Kenttä TV, Haukilahti MAE, Pakanen L, Kaikkonen KS, Tikkanen J, Perkiömäki JS, Myerburg RJ, Junttila MJ. Association of Silent Myocardial Infarction and Sudden Cardiac Death. JAMA Cardiol 2020; 4:796-802. [PMID: 31290935 DOI: 10.1001/jamacardio.2019.2210] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Importance Myocardial infarction in the absence of major or unrecognized symptoms are characterized as silent (SMI). The prevalence of SMI among individuals who experience sudden cardiac death (SCD), with or without concomitant electrocardiographic (ECG) changes, has not previously been described in detail from large studies to our knowledge. Objective To determine the prevalence of SMI in individuals who experience SCD without a prior diagnosis of coronary artery disease (CAD) and to detect ECG abnormalities associated with SMI-associated SCD. Design, Setting, and Participants This case-control study compared autopsy findings, clinical characteristics, and ECG markers associated with SMI in a consecutive cohort of individuals in the Finnish Genetic Study of Arrhythmic Events (Fingesture) study population who were verified to have had SCD. The Fingesture study consists of individuals who had autopsy-verified SCD in Northern Finland between 1998 and 2017. Individuals who had SCD with CAD and evidence of SMI were regarded as having had cases; those who had SCD with CAD without SMI were considered control participants. Analyses of ECG tests were carried out by investigators blinded to the SMI data. Data analysis was completed from October 2018 through November 2018. Main Outcomes and Measures Silent MI was defined as a scar detected by macroscopic and microscopic evaluation of myocardium without previously diagnosed CAD. Clinical history was obtained from medical records, previously recorded ECGs, and a standardized questionnaire provided to the next of kin. The hypothesis tested was that SMI would be prevalent in the population who had had SCD with CAD, and it might be detected or suspected from findings on ECGs prior to death in many individuals. Results A total of 5869 individuals were included (2459 males [78.8%]; mean [SD] age, 64.9 [12.4] years). The cause of SCD was CAD in 4392 individuals (74.8%), among whom 3122 had no history of previously diagnosed CAD. Two individuals were excluded owing to incomplete autopsy information. An ECG recorded prior to SCD was available in 438 individuals. Silent MI was detected in 1322 individuals (42.4%) who experienced SCD without a clinical history of CAD. The participants with SMI were older than participants without MI scarring (mean [SD] age, 66.9 [11.1] years; 65.5 [11.6] years; P < .001) and were more often men (1102 of 1322 [83.4%] vs 1357 of 1798 [75.5%]; P < .001). Heart weight was higher in participants with SMI (mean [SD] weight, 483 [109] g vs 438 [106] g; P < .001). In participants with SMI, SCD occurred more often during physical activity (241 of 1322 [18.2%] vs 223 of 1798 [12.4%]; P < .001). A prior ECG was abnormal in 125 of the 187 individuals (66.8%) who had SCD after SMI compared with 139 of 251 (55.4%) of those who had SCD without SMI (P = .02). Conclusions and Relevance Many individuals who experienced SCD associated with CAD had a previously undetected MI at autopsy. Previous SMI was associated with myocardial hypertrophy and SCD during physical activity. Premortem ECGs in a subset with available data were abnormal in 67% of the individuals who had had a SCD after an SMI.
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Affiliation(s)
- Juha H Vähätalo
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Lauri T A Holmström
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - M Anette E Haukilahti
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Lasse Pakanen
- National Institute for Health and Welfare, Forensic Medicine Unit, Oulu, Finland.,Department of Forensic Medicine, Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu, Oulu, Finland
| | - Kari S Kaikkonen
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Jani Tikkanen
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Robert J Myerburg
- Division of Cardiology, University of Miami Miller School of Medicine, Miami, Florida
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
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12
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Pelli A, Kenttä TV, Junttila MJ, Bergau L, Zabel M, Malik M, Reichlin T, Willems R, Vos MA, Harden M, Friede T, Sticherling C, Huikuri HV. Electrocardiogram as a predictor of survival without appropriate shocks in primary prophylactic ICD patients: A retrospective multi-center study. Int J Cardiol 2020; 309:78-83. [PMID: 32188583 DOI: 10.1016/j.ijcard.2020.03.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 01/05/2020] [Accepted: 03/09/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Abnormal 12-lead electrocardiogram (ECG) can predict cardiovascular events, including sudden cardiac death. We tested the hypothesis that ECG provides useful information on guiding implantable cardioverter defibrillator (ICD) therapy into individuals with impaired left ventricular ejection fraction (LVEF). METHODS Retrospective data of primary prevention ICD implantations from 14 European centers were gathered. The registry included 5111 subjects of whom 1687 patients had an interpretable pre-implantation ECG available (80.0% male, 63.3 ± 11.4 years). Primary outcome was survival without appropriate ICD shocks or heart transplantation. A low-risk ECG was defined as a combination of ECG variables that were associated with the primary outcome. RESULTS A total of 1224 (72.6%) patients survived the follow-up (2.9 ± 1.7 years) without an ICD shock, 224 (13.3%) received an appropriate shock and 260 (15.4%) died. Low-risk ECG defined as QRS duration <120 ms, QTc interval <450 ms for men and <470 ms for women, and sinus rhythm, were met by 515 patients (30.5%). Multivariable Cox regression showed that the hazard (HR) for death, heart transplantation or appropriate shock were reduced by 42.5% in the low-risk group (HR 0.575; 95% CI 0.45-0.74; p < 0.001), compared to the high-risk group. The HR for the first appropriate shock was 42.1% lower (HR 0.58; 95% CI 0.41-0.82; p = 0.002) and the HR for death was 48.0% lower (HR 0.52; 95% CI 0.386-0.72; p < 0.001) in the low-risk group. CONCLUSION Sinus rhythm, QRS <120 ms and normal QTc in standard 12-lead ECG provides information about survival without appropriate ICD shocks and might improve patient selection for primary prevention ICD therapy.
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Affiliation(s)
- Ari Pelli
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Tuomas V Kenttä
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - M Juhani Junttila
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Leonard Bergau
- University Medical Center Göttingen Heart Center, Division of Cardiology, Göttingen, Germany
| | - Markus Zabel
- University Medical Center Göttingen Heart Center, Division of Cardiology, Göttingen, Germany; DZHK (German Center for Cardiovascular Research), partner site Göttingen, Göttingen, Germany
| | - Marek Malik
- National Heart and Lung Institute, Imperial College, London, United Kingdom
| | - Tobias Reichlin
- University Hospital Basel, Basel, Division of Cardiology, Switzerland; Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Rik Willems
- Department of Cardiovascular Sciences, University of Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Marc A Vos
- Medical Physiology, University Medical Center Utrecht, the Netherlands
| | - Markus Harden
- Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany
| | - Tim Friede
- Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany; DZHK (German Center for Cardiovascular Research), partner site Göttingen, Göttingen, Germany
| | | | - Heikki V Huikuri
- Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland.
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13
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Holkeri A, Eranti A, Haukilahti MAE, Kerola T, Kenttä TV, Tikkanen JT, Rissanen H, Heliövaara M, Knekt P, Junttila MJ, Aro AL, Huikuri HV. Impact of age and sex on the long-term prognosis associated with early repolarization in the general population. Heart Rhythm 2020; 17:621-628. [DOI: 10.1016/j.hrthm.2019.10.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Indexed: 10/25/2022]
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14
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Junttila MJ, Pelli A, Kenttä TV, Friede T, Willems R, Bergau L, Malik M, Vandenberk B, Vos MA, Schmidt G, Merkely B, Lubinski A, Svetlosak M, Braunschweig F, Harden M, Zabel M, Huikuri HV, Sticherling C. Appropriate Shocks and Mortality in Patients With Versus Without Diabetes With Prophylactic Implantable Cardioverter Defibrillators. Diabetes Care 2020; 43:196-200. [PMID: 31645407 DOI: 10.2337/dc19-1014] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 09/10/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Diabetes increases the risk of all-cause mortality and sudden cardiac death (SCD). The exact mechanisms leading to sudden death in diabetes are not well known. We compared the incidence of appropriate shocks and mortality in patients with versus without diabetes with a prophylactic implantable cardioverter defibrillator (ICD) included in the retrospective EU-CERT-ICD registry. RESEARCH DESIGN AND METHODS AND RESULTS A total of 3,535 patients from 12 European EU-CERT-ICD centers with a mean age of 63.7 ± 11.2 years (82% males) at the time of ICD implantation were included in the analysis. A total of 995 patients (28%) had a history of diabetes. All patients had an ICD implanted for primary SCD prevention. End points were appropriate shock and all-cause mortality. Mean follow-up time was 3.2 ± 2.3 years. Diabetes was associated with a lower risk of appropriate shocks (adjusted hazard ratio [HR] 0.77 [95% CI 0.62-0.96], P = 0.02). However, patients with diabetes had significantly higher mortality (adjusted HR 1.30 [95% CI 1.11-1.53], P = 0.001). CONCLUSIONS All-cause mortality is higher in patients with diabetes than in patients without diabetes with primary prophylactic ICDs. Subsequently, patients with diabetes have a lower incidence of appropriate ICD shocks, indicating that the excess mortality might not be caused primarily by ventricular tachyarrhythmias. These findings suggest a limitation of the potential of prophylactic ICD therapy to improve survival in patients with diabetes with impaired left ventricular function.
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Affiliation(s)
- M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Ari Pelli
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Tim Friede
- Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany.,German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany
| | - Rik Willems
- Department of Cardiovascular Sciences, University of Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Leonard Bergau
- Department of Cardiology and Pneumology, Heart Center, Division of Cardiology, University Medical Center Göttingen, Göttingen, Germany
| | - Marek Malik
- National Heart and Lung Institute, Imperial College, London, U.K
| | - Bert Vandenberk
- Department of Cardiovascular Sciences, University of Leuven and University Hospitals Leuven, Leuven, Belgium
| | - Marc A Vos
- Medical Physiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Georg Schmidt
- Medizinische Klinik und Poliklinik, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Bela Merkely
- Semmelweis University Heart Center, Budapest, Hungary
| | | | - Martin Svetlosak
- Slovak Medical University and Institute of Cardiovascular Diseases, Bratislava, Slovakia
| | | | - Markus Harden
- Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany
| | - Markus Zabel
- German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany.,Department of Cardiology and Pneumology, Heart Center, Division of Cardiology, University Medical Center Göttingen, Göttingen, Germany
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
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15
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Holkeri A, Eranti A, Haukilahti MAE, Kerola T, Kenttä TV, Tikkanen JT, Anttonen O, Noponen K, Seppänen T, Rissanen H, Heliövaara M, Knekt P, Junttila MJ, Huikuri HV, Aro AL. Predicting sudden cardiac death in a general population using an electrocardiographic risk score. Heart 2019; 106:427-433. [PMID: 31732657 DOI: 10.1136/heartjnl-2019-315437] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 10/20/2019] [Accepted: 10/24/2019] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE We investigated whether combining several ECG abnormalities would identify general population subjects with a high sudden cardiac death (SCD) risk. METHODS In a sample of 6830 participants (mean age 51.2±13.9 years; 45.5% male) in the Mini-Finland Health Survey, a general population cohort representative of the Finnish adults aged ≥30 years conducted in 1978-1980, we examined their ECGs, following subjects for 24.3±10.4 years. We analysed the association between individual ECG abnormalities and 10-year SCD risk and developed a risk score using five ECG abnormalities independently associated with SCD risk: heart rate >80 beats per minute, PR duration >220 ms, QRS duration >110 ms, left ventricular hypertrophy and T-wave inversion. We validated the score using an external general population cohort of 10 617 subjects (mean age 44.0±8.5 years; 52.7% male). RESULTS No ECG abnormalities were present in 4563 subjects (66.8%), while 96 subjects (1.4%) had ≥3 ECG abnormalities. After adjusting for clinical factors, the SCD risk increased progressively with each additional ECG abnormality. Subjects with ≥3 ECG abnormalities had an HR of 10.23 (95% CI 5.29 to 19.80) for SCD compared with those without abnormalities. The risk score similarly predicted SCD risk in the validation cohort, in which subjects with ≥3 ECG abnormalities had HR 10.82 (95% CI 3.23 to 36.25) for SCD compared with those without abnormalities. CONCLUSION The ECG risk score successfully identified general population subjects with a high SCD risk. Combining ECG risk markers may improve the risk stratification for SCD.
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Affiliation(s)
- Arttu Holkeri
- Division of Cardiology, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Antti Eranti
- Heart Center, North Karelia Central Hospital, Joensuu, Finland
| | - M Anette E Haukilahti
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Tuomas Kerola
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Jani T Tikkanen
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Olli Anttonen
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Kai Noponen
- Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland
| | - Tapio Seppänen
- Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland
| | - Harri Rissanen
- Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Markku Heliövaara
- Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - Paul Knekt
- Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Aapo L Aro
- Division of Cardiology, Heart and Lung Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
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16
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Kiviniemi AM, Lepojärvi ES, Tulppo MP, Piira OP, Kenttä TV, Perkiömäki JS, Ukkola OH, Myerburg RJ, Junttila MJ, Huikuri HV. Prediabetes and Risk for Cardiac Death Among Patients With Coronary Artery Disease: The ARTEMIS Study. Diabetes Care 2019; 42:1319-1325. [PMID: 31076416 DOI: 10.2337/dc18-2549] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 04/10/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To compare cardiac mortality in patients with CAD and prediabetes with that in CAD patients with normal glycemic status and type 2 diabetes. RESEARCH DESIGN AND METHODS The Innovation to Reduce Cardiovascular Complications of Diabetes at the Intersection (ARTEMIS) study included patients with CAD after revascularization (79%), optimal medical therapy, or both. Patients had type 2 diabetes (n = 834), impaired glucose tolerance (IGT; n = 314), impaired fasting glucose (IFG; n = 103), or normal glycemic status (n = 697) as defined on the basis of the results of an oral glucose tolerance test. The primary end point was cardiac death. Major adverse cardiac event (MACE: cardiac death, heart failure, or acute coronary syndrome) and all-cause mortality were secondary end points. RESULTS During a mean ± SD follow-up of 6.3 ± 1.6 years, 101 cardiac deaths, 385 MACEs, and 208 deaths occurred. Patients with IGT tended to have 49% lower adjusted risk for cardiac death (P = 0.069), 32% lower adjusted risk for all-cause mortality (P = 0.076), and 36% lower adjusted risk for MACE (P = 0.011) than patients with type 2 diabetes. The patients with IFG had 82% lower adjusted risk for all-cause mortality (P = 0.015) than the patients with type 2 diabetes, whereas risks for cardiac death and MACE did not differ significantly between the two groups. The adjusted risks for cardiac death, MACE, and all-cause mortality among patients with IGT and IFG did not significantly differ from those risks among patients with normal glycemic status. CONCLUSIONS Cardiac mortality or incidence of MACE in patients with CAD with prediabetes (i.e., IGT or IFG after revascularization, optimal medical therapy, or both) does not differ from those values in patients with normal glycemic status.
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Affiliation(s)
- Antti M Kiviniemi
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - E Samuli Lepojärvi
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Mikko P Tulppo
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olli-Pekka Piira
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olavi H Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Robert J Myerburg
- Division of Cardiology, Miller School of Medicine, University of Miami, Miami, FL
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
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17
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Kerola T, Eranti A, Aro AL, Haukilahti MA, Holkeri A, Junttila MJ, Kenttä TV, Rissanen H, Vittinghoff E, Knekt P, Heliövaara M, Huikuri HV, Marcus GM. Risk Factors Associated With Atrioventricular Block. JAMA Netw Open 2019; 2:e194176. [PMID: 31125096 PMCID: PMC6632153 DOI: 10.1001/jamanetworkopen.2019.4176] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
IMPORTANCE Pacemaker implantations as a treatment for atrioventricular (AV) block are increasing worldwide. Prevention strategies for AV block are lacking because modifiable risk factors have not yet been identified. OBJECTIVE To identify risk factors for AV block in community-dwelling individuals. DESIGN, SETTING, AND PARTICIPANTS In this population-based cohort study, data from the Mini-Finland Health Survey, conducted from January 1, 1978, to December 31, 1980, were used to examine demographics, comorbidities, habits, and laboratory and electrocardiographic (ECG) measurements as potential risk factors for incident AV block. Data were ascertained during follow-up from January 1, 1987, through December 31, 2011, using a nationwide registry. A total of 6146 community-dwelling individuals were included in the analysis performed from January 15 through April 3, 2018. MAIN OUTCOMES AND MEASURES Incidence of AV block (hospitalization for second- or third-degree AV block). RESULTS Among the 6146 participants (3449 [56.1%] women; mean [SD] age, 49.2 [12.9] years), 529 (8.6%) had ECG evidence of conduction disease and 58 (0.9%) experienced a hospitalization with AV block. Older age (hazard ratio [HR] per 5-year increment, 1.34; 95% CI, 1.16-1.54; P < .001), male sex (HR, 2.04; 95% CI, 1.19-3.45; P = .01), a history of myocardial infarction (HR, 3.54; 95% CI, 1.33-9.42; P = .01), and a history of congestive heart failure (HR, 3.33; 95% CI, 1.10-10.09; P = .03) were each independently associated with AV block. Two modifiable risk factors were also independently associated with AV block. Every 10-mm Hg increase in systolic blood pressure was associated with a 22% higher risk (HR, 1.22; 95% CI, 1.10-1.34; P = .005), and every 20-mg/dL increase in fasting glucose level was associated with a 22% higher risk (HR, 1.22; 95% CI, 1.08-1.35; P = .001). Both risk factors remained statistically significant (HR for systolic blood pressure, 1.26 [95% CI, 1.06-1.49; P = .007]; HR for glucose level, 1.22 [95% CI, 1.04-1.43; P = .01]) after adjustment for major adverse coronary events during the follow-up period. In population-attributable risk assessment, an estimated 47% (95% CI, 8%-67%) of AV blocks may have been avoided if all participants exhibited ideal blood pressure and 11% (95% CI, 2%-21%) may have been avoided if all had a normal fasting glucose level. CONCLUSIONS AND RELEVANCE In this analysis of data from a population-based cohort study, suboptimal blood pressure and fasting glucose level were associated with AV block. These results suggest that a large proportion of AV blocks are assocated with these risk factors, even after adjusting for other major adverse coronary events.
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Affiliation(s)
- Tuomas Kerola
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
- Electrophysiology Section, Division of Cardiology, University of California, San Francisco
| | - Antti Eranti
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Aapo L. Aro
- Division of Cardiology, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland
| | - M. Anette Haukilahti
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Arttu Holkeri
- Division of Cardiology, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland
| | - M. Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Tuomas V. Kenttä
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Harri Rissanen
- The National Institute for Health and Welfare, Helsinki, Finland
| | - Eric Vittinghoff
- Department of Epidemiology and Biostatistics, University of California, San Francisco
| | - Paul Knekt
- The National Institute for Health and Welfare, Helsinki, Finland
| | | | - Heikki V. Huikuri
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Gregory M. Marcus
- Electrophysiology Section, Division of Cardiology, University of California, San Francisco
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18
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Kiviniemi AM, Kenttä TV, Lepojärvi S, Perkiömäki JS, Piira OP, Ukkola O, Huikuri HV, Junttila MJ, Tulppo MP. Recovery of rate-pressure product and cardiac mortality in coronary artery disease patients with type 2 diabetes. Diabetes Res Clin Pract 2019; 150:150-157. [PMID: 30872066 DOI: 10.1016/j.diabres.2019.03.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 03/05/2019] [Indexed: 01/09/2023]
Abstract
AIMS To investigate prognostic significance of post-exercise recovery of rate-pressure product (RPP) in patients with stable coronary artery disease (CAD) and type 2 diabetes (T2D). METHODS Patients with angiographically documented CAD and T2D (n = 697) underwent symptom-limited bicycle exercise test. Exercise capacity (EC), heart rate, blood pressure and RPP responses to peak exercise and recovery (2' and 5' after cessation of exercise) were analyzed. Cardiac death was the primary and sudden cardiac death (SCD) secondary endpoint. RESULTS During a median follow-up of 76 months, 49 cardiac deaths (7.0%) and 28 SCDs (4.0%) were observed. The recovery of RPP at 5' was the strongest univariate predictor of cardiac death (hazard ratio [HR]: 2.55 per SD decrease, 95%CI: 1.82-3.58, p < 0.001) and SCD (HR: 2.34, 95%CI: 1.51-3.62, p < 0.001). In multivariate analysis, it remained significantly associated to cardiac death and SCD without (HR: 1.66, 95%CI: 1.14-2.41, p < 0.01 and HR: 1.75, 95%CI: 1.08-2.85, p < 0.05, respectively) and with additional adjustment for EC and peak RPP (HR: 1.45, 95%CI: 1.09-1.92, p < 0.05 and HR: 1.52, 95%CI: 1.01-2.27, p < 0.05, respectively). CONCLUSIONS The recovery of RPP after exercise is a potent predictor of cardiac death in patients with CAD and T2D. It provides significant prognostic information beyond EC and peak RPP.
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Affiliation(s)
- Antti M Kiviniemi
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland.
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Samuli Lepojärvi
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Olli-Pekka Piira
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Olavi Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Mikko P Tulppo
- Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
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19
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Holkeri A, Eranti A, Haukilahti MA, Kerola T, Kenttä TV, Noponen K, Seppänen T, Rissanen H, Heliövaara M, Knekt P, Junttila MJ, Huikuri HV, Aro AL. Prevalence and Prognostic Significance of Negative U-waves in a 12-lead Electrocardiogram in the General Population. Am J Cardiol 2019; 123:267-273. [PMID: 30447954 DOI: 10.1016/j.amjcard.2018.10.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 10/01/2018] [Accepted: 10/05/2018] [Indexed: 11/18/2022]
Abstract
Negative U-waves are a relatively rare finding in an electrocardiogram (ECG), but are often associated with cardiac disease. The prognostic significance of negative U-waves in the general population is unknown. We evaluated 12-lead ECGs of 6,518 adults (45% male, mean age 50.9 ± 13.8 years) for the presence of U-waves, and followed the subjects for 24.5 ± 10.3 years. Primary end points were all-cause mortality, cardiac mortality, and sudden cardiac death; secondary end point was hospitalization due to cardiac causes. Negative U-waves (amplitude ≥0.05 mV) were present in 231 subjects (3.5%), minor negative (amplitude <0.05 mV) or discordant U-waves in 1,004 subjects (15.4%), normal positive U-waves in 3,950 (60.6%) subjects, and no U-waves were observed in 603 subjects (9.3%). In 730 subjects (11.2%), U-waves were unassessable. When adjusted for age and gender, negative U-waves were associated with all end points (p <0.01). In an analysis adjusted for multiple demographic and clinical factors, in men, negative U-waves were associated with increased risk of all-cause mortality (hazard ratio [HR] 1.60; 95% confidence interval [CI] 1.26 to 2.03; p <0.001), cardiac mortality (HR 1.74; 95% CI 1.26 to 2.39; p = 0.001), and cardiac hospitalization (HR 1.67; 95% CI 1.27 to 2.18; p <0.001), but not with sudden cardiac death, whereas women did not show a significant association to any of the end points (p >0.30). In conclusion, negative U-waves are associated with adverse events in the general population. In men, this association is independent of cardiovascular risk factors.
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Affiliation(s)
- Arttu Holkeri
- Division of Cardiology, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland.
| | - Antti Eranti
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - M Anette Haukilahti
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Tuomas Kerola
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Kai Noponen
- Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland
| | - Tapio Seppänen
- Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, Finland
| | - Harri Rissanen
- National Institute for Health and Welfare, Helsinki, Finland
| | | | - Paul Knekt
- National Institute for Health and Welfare, Helsinki, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Aapo L Aro
- Division of Cardiology, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland
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20
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Pirkola JM, Konttinen M, Kenttä TV, Holmström LTA, Junttila MJ, Ukkola OH, Huikuri HV, Perkiömäki JS. Prognostic value of T-wave morphology parameters in coronary artery disease in current treatment era. Ann Noninvasive Electrocardiol 2018; 23:e12539. [PMID: 29484764 DOI: 10.1111/anec.12539] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Accepted: 01/10/2018] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND The prognostic value of T-wave morphology parameters in coronary artery disease in the current treatment era is not well established. METHODS The Innovation to reduce Cardiovascular Complications of Diabetes at the Intersection (ARTEMIS) study included 1,946 patients with angiographically verified coronary artery disease (CAD). The study patients underwent thorough examinations including 12-lead digital electrocardiogram (ECG) at baseline. RESULTS During a follow-up period of 73 ± 22 months, a total of 201 (10.3%) patients died. Of the study patients, 95 (4.9%) experienced cardiac death (CD) consisting of 44 (2.3%) sudden cardiac deaths (SCD) and 51 (2.6%) nonsudden cardiac deaths (NSCD), and 106 (5.4%) patients experienced noncardiac death (NCD). T-wave morphology dispersion (TMD), T-wave area dispersion (TWAD), and total cosine R-to-T (TCRT) had a significant association with CD even after adjustment with relevant clinical risk markers in the Cox regression analysis (multivariate HRs: 1.015, 95% CI 1.007-1.023, p = .0003; 0.474, 95% CI 0.305-0.737, p = .0009; 0.598, 95% CI 0.412-0.866, p = .006, respectively). When including these parameters to the clinical risk model for CD, the C-index increased from 0.810 to 0.823 improving the discrimination significantly (integrated discrimination index [IDI] = 0.0118, 95% CI 0.0028-0.0208, p = .01). These parameters were more closely associated with NSCD (multivariate p-values from .016 to .001) than with SCD (univariate/multivariate p-values for TMD .015/.197 and for TCRT .012/.43). CONCLUSION T-wave morphology parameters describing repolarization heterogeneity improve the predictive power of the clinical risk model for CD in patients with CAD in the current treatment era.
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Affiliation(s)
- Joni M Pirkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Maija Konttinen
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Lauri T A Holmström
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - M Juhani Junttila
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olavi H Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
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21
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Kenttä TV, Sinner MF, Nearing BD, Freudling R, Porthan K, Tikkanen JT, Müller-Nurasyid M, Schramm K, Viitasalo M, Jula A, Nieminen MS, Peters A, Salomaa V, Oikarinen L, Verrier RL, Kääb S, Junttila MJ, Huikuri HV. Repolarization Heterogeneity Measured With T-Wave Area Dispersion in Standard 12-Lead ECG Predicts Sudden Cardiac Death in General Population. Circ Arrhythm Electrophysiol 2018; 11:e005762. [DOI: 10.1161/circep.117.005762] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 12/18/2017] [Indexed: 11/16/2022]
Affiliation(s)
- Tuomas V. Kenttä
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Moritz F. Sinner
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Bruce D. Nearing
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Rebecca Freudling
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Kimmo Porthan
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Jani T. Tikkanen
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Martina Müller-Nurasyid
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Katharina Schramm
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Matti Viitasalo
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Antti Jula
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Markku S. Nieminen
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Annette Peters
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Veikko Salomaa
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Lasse Oikarinen
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Richard L. Verrier
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Stefan Kääb
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - M. Juhani Junttila
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
| | - Heikki V. Huikuri
- From the Research Unit of Internal Medicine, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Finland (T.V.K., J.T.T., M.J.J., H.V.H.); Department of Medicine I, University Hospital Munich, Ludwig-Maximilians University, Germany (M.F.S., R.F., K.S., S.K.); German Cardiovascular Research Centre, Partner Site: Munich Heart Alliance (M.F.S., M.M.-N., A.P., S.K.); Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA (B.D.N., R.L.V.); Institute of Genetic
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Toukola T, Junttila MJ, Holmström LT, Haukilahti MA, Tikkanen JT, Terho H, Kenttä TV, Aro AL, Anttonen O, Kerola T, Pakanen L, Kortelainen ML, Kiviniemi A, Huikuri HV. Fragmented QRS complex as a predictor of exercise-related sudden cardiac death. J Cardiovasc Electrophysiol 2017; 29:55-60. [DOI: 10.1111/jce.13341] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Revised: 09/01/2017] [Accepted: 09/06/2017] [Indexed: 01/24/2023]
Affiliation(s)
- Tomi Toukola
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
| | - M. Juhani Junttila
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
| | - Lauri T.A. Holmström
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
| | - M. Anette Haukilahti
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
| | - Jani T. Tikkanen
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital; Harvard Medical School; Boston MA USA
| | - Henri Terho
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
| | - Tuomas V. Kenttä
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
| | - Aapo L. Aro
- Heart and Lung Center; Helsinki University Hospital; Helsinki Finland
| | - Olli Anttonen
- Department of Internal Medicine; Päijät-Häme Central Hospital; Lahti Finland
| | - Tuomas Kerola
- Department of Internal Medicine; Päijät-Häme Central Hospital; Lahti Finland
| | - Lasse Pakanen
- Forensic Medicine Unit; National Institute for Health and Welfare; Oulu Finland
- Department of Forensic Medicine, Research Unit of Internal Medicine, Medical Research Center Oulu; University of Oulu; Oulu Finland
| | - Marja-Leena Kortelainen
- Department of Forensic Medicine, Research Unit of Internal Medicine, Medical Research Center Oulu; University of Oulu; Oulu Finland
| | - Antti Kiviniemi
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
| | - Heikki V. Huikuri
- Medical Research Center Oulu; Oulu University Hospital and University of Oulu; Finland
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23
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Nortamo S, Kenttä TV, Ukkola O, Huikuri HV, Perkiömäki JS. Supraventricular premature beats and risk of new-onset atrial fibrillation in coronary artery disease. J Cardiovasc Electrophysiol 2017; 28:1269-1274. [PMID: 28744977 DOI: 10.1111/jce.13304] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 07/10/2017] [Accepted: 07/17/2017] [Indexed: 11/28/2022]
Abstract
INTRODUCTION The significance of premature atrial contraction (PAC) count and supraventricular runs (SVR) for the risk of development of new-onset atrial fibrillation (AF) in patients with coronary artery disease (CAD) is not well established. METHODS The Innovation to Reduce Cardiovascular Complications of Diabetes at the Intersection (ARTEMIS) study cohort consisted of 1,946 patients with CAD who underwent clinical and echocardiographic examinations, 24-hour ambulatory ECG monitoring, and laboratory tests. After excluding patients who were not in sinus rhythm at baseline or were lost from the follow-up, the present study included 1,710 patients. SVR was defined as at least four PACs in a row with a duration <30 seconds. RESULTS During a follow-up for an average 5.6 ± 1.5 years, new-onset AF was identified in 143 (8.4%) patients. In the univariate analysis, both SVR and PAC count were associated with the development of new-onset AF. When SVR and PAC count were adjusted with the established AF risk markers of the modified CHARGE-AF model in the Cox multivariate regression analysis, both parameters remained significant predictors of the occurrence of new-onset AF (HR = 2.529, 95 % CI = 1.763-3.628, P ˂ 0.001 and HR = 8.139 for ≥1,409 PACs [the fourth quartile] vs. ≤507 PACs [the first quartile], 95 % CI = 3.967-16.696, P ˂ 0.001, respectively). Together these parameters improved the C-index of the established AF risk model from 0.649 to 0.718, P < 0.001. CONCLUSION Including SVR and PAC count to the established AF risk model improves the discrimination accuracy in predicting AF in patients with CAD.
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Affiliation(s)
- Santeri Nortamo
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Olavi Ukkola
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Juha S Perkiömäki
- Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
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24
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Holmström LTA, Haukilahti MA, Tikkanen JT, Aro AL, Kenttä TV, Kortelainen ML, Huikuri HV, Junttila MJ. Inferolateral early repolarization among non-ischaemic sudden cardiac death victims. Europace 2017; 20:f93-f98. [DOI: 10.1093/europace/eux122] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Accepted: 04/21/2017] [Indexed: 11/12/2022] Open
Affiliation(s)
- Lauri T A Holmström
- Research Unit of Internal Medicine, University Hospital of Oulu and University of Oulu, PO Box 5000, Oulu FIN-90014, Finland
| | - Mira A Haukilahti
- Research Unit of Internal Medicine, University Hospital of Oulu and University of Oulu, PO Box 5000, Oulu FIN-90014, Finland
| | - Jani T Tikkanen
- Research Unit of Internal Medicine, University Hospital of Oulu and University of Oulu, PO Box 5000, Oulu FIN-90014, Finland
| | - Aapo L Aro
- Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital, PO Box 340, Helsinki FIN-00029, Finland
| | - Tuomas V Kenttä
- Research Unit of Internal Medicine, University Hospital of Oulu and University of Oulu, PO Box 5000, Oulu FIN-90014, Finland
| | - Marja-Leena Kortelainen
- Department of Forensic Medicine, Institute of Diagnostics, University of Oulu, PO Box 5000, Oulu FIN-90014, Finland
| | - Heikki V Huikuri
- Research Unit of Internal Medicine, University Hospital of Oulu and University of Oulu, PO Box 5000, Oulu FIN-90014, Finland
| | - Matti J Junttila
- Research Unit of Internal Medicine, University Hospital of Oulu and University of Oulu, PO Box 5000, Oulu FIN-90014, Finland
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25
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Terho HK, Tikkanen JT, Kenttä TV, Junttila MJ, Aro AL, Anttonen O, Kerola T, Rissanen HA, Knekt P, Reunanen A, Huikuri HV. The ability of an electrocardiogram to predict fatal and non-fatal cardiac events in asymptomatic middle-aged subjects. Ann Med 2016; 48:525-531. [PMID: 27684209 DOI: 10.1080/07853890.2016.1202442] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION The long-term prognostic value of a standard 12-lead electrocardiogram (ECG) for predicting cardiac events in apparently healthy middle-aged subjects is not well defined. MATERIALS AND METHODS A total of 9511 middle-aged subjects (mean age 43 ± 8.2 years, 52% males) without a known cardiac disease and with a follow-up 40 years were included in the study. Fatal and non-fatal cardiac events were collected from the national registries. The predictive value of ECG was separately analyzed for 10 and 30 years. Major ECG abnormalities were classified according to the Minnesota code. RESULTS Subjects with major ECG abnormalities (N = 1131) had an increased risk of cardiac death after 10-years (adjusted hazard ratio [HR] 1.7; 95% confidence interval [95% CI], 1.1-2.5, p = 0.009) and 30-years of follow-up (HR 1.3, 95% CI, 1.1-1.5, p < 0.001). Model discrimination measured with the C-index showed only a minor improvement with the inclusion of ECG abnormalities: 0.851 versus 0.853 and 0.742 versus 0.743 for 10- and 30-year follow-up, respectively. ECG did not predict non-fatal cardiac events after 10-years or 30-years of follow-up. DISCUSSION Major ECG abnormalities are associated with an increased risk of short and long-term cardiac mortality in middle-aged subjects. However, the improvement in discrimination between subjects with and without fatal cardiac events was marginal with abnormal ECG. KEY MESSAGES Abnormalities observed on 12-lead electrocardiogram are shown to have prognostic significance for cardiac events in elderly subjects without known cardiac disease. Our results suggest that ECG abnormalities increase the risk of fatal cardiac events also in middle-aged healthy subjects.
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Affiliation(s)
- Henri K Terho
- a Medical Research Center , Oulu University Hospital, University of Oulu , Oulu , Finland
| | - Jani T Tikkanen
- a Medical Research Center , Oulu University Hospital, University of Oulu , Oulu , Finland
| | - Tuomas V Kenttä
- a Medical Research Center , Oulu University Hospital, University of Oulu , Oulu , Finland
| | - M Juhani Junttila
- a Medical Research Center , Oulu University Hospital, University of Oulu , Oulu , Finland
| | - Aapo L Aro
- b Heart and Lung Center , Helsinki University Hospital , Helsinki , Finland
| | | | | | | | - Paul Knekt
- d National Institute of Health and Welfare , Helsinki , Finland
| | - Antti Reunanen
- d National Institute of Health and Welfare , Helsinki , Finland
| | - Heikki V Huikuri
- a Medical Research Center , Oulu University Hospital, University of Oulu , Oulu , Finland
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26
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Abstract
Microvolt T-wave alternans (TWA), characterised as beat-to-beat fluctuation of T-wave amplitude and morphology, is an electrophysiological phenomenon associated clinically with impending ventricular arrhythmias and is an important marker of arrhythmia risk. Currently, two main methods for the detection of TWA exist, namely, the spectral method and the time-domain modified moving average method; both are discussed in this review. Microvolt TWA has been associated with cardiovascular mortality and sudden cardiac death in several clinical studies involving >14,000 subjects with reduced as well as preserved left ventricular function. Although TWA appears to be a useful marker of susceptibility for lethal ventricular arrhythmias and cardiovascular death, so far there is no sufficient evidence from randomised clinical trials to support its use in guiding therapy. However, several ongoing trials are expected to provide more information about the clinical use of TWA testing.
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Affiliation(s)
- Aapo L Aro
- Helsinki University Hospital, Helsinki, Finland
| | - Tuomas V Kenttä
- University Hospital of Oulu and University of Oulu, Oulu, Finland
| | - Heikki V Huikuri
- University Hospital of Oulu and University of Oulu, Oulu, Finland
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27
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Kenttä TV, Nearing BD, Porthan K, Tikkanen JT, Viitasalo M, Nieminen MS, Salomaa V, Oikarinen L, Jula A, Kontula K, Newton-Cheh C, Huikuri HV, Verrier RL. Prediction of sudden cardiac death with automated high-throughput analysis of heterogeneity in standard resting 12-lead electrocardiograms. Heart Rhythm 2016; 13:713-20. [DOI: 10.1016/j.hrthm.2015.11.035] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Indexed: 10/22/2022]
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28
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Kiviniemi AM, Lepojärvi S, Kenttä TV, Junttila MJ, Perkiömäki JS, Piira OP, Ukkola O, Hautala AJ, Tulppo MP, Huikuri HV. Exercise capacity and heart rate responses to exercise as predictors of short-term outcome among patients with stable coronary artery disease. Am J Cardiol 2015; 116:1495-501. [PMID: 26381535 DOI: 10.1016/j.amjcard.2015.08.014] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Revised: 08/18/2015] [Accepted: 08/18/2015] [Indexed: 02/05/2023]
Abstract
Although exercise capacity (EC) and autonomic responses to exercise predict clinical outcomes in various populations, they are not routinely applied in patients with coronary artery disease (CAD). We hypothesized that the composite index of EC and exercise heart rate responses would be a powerful determinant of short-term risk in CAD. Patients with angiographically documented stable CAD and treated with β blockers (n = 1,531) underwent exercise testing to allow the calculation of age- and gender-adjusted EC, maximal chronotropic response index (CRI), and 2-minute postexercise heart rate recovery (HRR, percentage of maximal heart rate). Cardiovascular deaths and hospitalization due to heart failure, registered during a 2-year follow-up (n = 39, 2.5%), were defined as the composite primary end point. An exercise test risk score was calculated as the sum of hazard ratios related to abnormal (lowest tertile) EC, CRI, and HRR. Abnormal EC, CRI, and HRR predicted the primary end point, involving 4.5-, 2.2-, and 6.2-fold risk, respectively, independently of each other. The patients with intermediate and high exercise test risk score had 11.1-fold (95% confidence interval 2.4 to 51.1, p = 0.002) and 25.4-fold (95% confidence interval 5.5 to 116.8, p <0.001) adjusted risk for the primary end point in comparison with the low-risk group, respectively. The addition of this risk score to the established risk model enhanced discrimination by integrated discrimination index and reclassification by categorical and continuous net reclassification index (p <0.001 for all). In conclusion, the composite index of EC and heart rate responses to exercise and recovery is a powerful predictor of short-term outcome in patients with stable CAD.
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Affiliation(s)
- Antti M Kiviniemi
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland.
| | - Samuli Lepojärvi
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Tuomas V Kenttä
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - M Juhani Junttila
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Juha S Perkiömäki
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Olli-Pekka Piira
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Olavi Ukkola
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Arto J Hautala
- Biomedical Engineering Research Group, Department of Computer Science and Engineering, University of Oulu, Oulu, Finland
| | - Mikko P Tulppo
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland; Department of Applied Sciences, London South Bank University, London, United Kingdom
| | - Heikki V Huikuri
- Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
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29
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Eranti A, Aro AL, Kerola T, Anttonen O, Rissanen HA, Tikkanen JT, Junttila MJ, Kenttä TV, Knekt P, Huikuri HV. Response to letter regarding article, "Prevalence and prognostic significance of abnormal P terminal force in lead V1 of the electrocardiogram in the general population". Circ Arrhythm Electrophysiol 2015; 8:244. [PMID: 25691562 DOI: 10.1161/circep.115.002696] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Antti Eranti
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Aapo L Aro
- Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital, Helsinki, Finland
| | - Tuomas Kerola
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Olli Anttonen
- Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland
| | - Harri A Rissanen
- Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare, Helsinki, Finland
| | - Jani T Tikkanen
- Department of Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital and University of Oulu, Oulu, Finland
| | - M Juhani Junttila
- Department of Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital and University of Oulu, Oulu, Finland
| | - Tuomas V Kenttä
- Department of Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital and University of Oulu, Oulu, Finland
| | - Paul Knekt
- Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare, Helsinki, Finland
| | - Heikki V Huikuri
- Department of Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital and University of Oulu, Oulu, Finland
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30
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Eranti A, Aro AL, Kerola T, Anttonen O, Rissanen HA, Tikkanen JT, Junttila MJ, Kenttä TV, Knekt P, Huikuri HV. Prevalence and Prognostic Significance of Abnormal P Terminal Force in Lead V
1
of the ECG in the General Population. Circ Arrhythm Electrophysiol 2014; 7:1116-21. [DOI: 10.1161/circep.114.001557] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Antti Eranti
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Aapo L. Aro
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Tuomas Kerola
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Olli Anttonen
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Harri A. Rissanen
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Jani T. Tikkanen
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - M. Juhani Junttila
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Tuomas V. Kenttä
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Paul Knekt
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
| | - Heikki V. Huikuri
- From the Department of Internal Medicine, Päijät-Häme Central Hospital, Lahti, Finland (A.E., T.K., O.A.); Division of Cardiology, Heart and Lung Center, Helsinki University Central Hospital (A.L.A.) and Department of Health, Functional Capacity and Welfare, National Institute of Health and Welfare (H.A.R., P.K.), Helsinki, Finland; and Department on Internal Medicine, Institute of Clinical Medicine, Medical Research Center Oulu, University Hospital & University of Oulu, Oulu, Finland (J.T.T., M
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