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Suzuki T, Zhu X, Adabag S, Matsushita K, Butler KR, Griswold ME, Alonso A, Rosamond W, Sotoodehnia N, Mosley TH. Ankle-Brachial Index and Risk of Sudden Cardiac Death in the Community: The ARIC Study. J Am Heart Assoc 2024; 13:e032008. [PMID: 38456405 PMCID: PMC11010027 DOI: 10.1161/jaha.123.032008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 01/22/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Sudden cardiac death (SCD) is a significant global public health problem accounting for 15% to 20% of all deaths. A great majority of SCD is associated with coronary heart disease, which may first be detected at autopsy. The ankle-brachial index (ABI) is a simple, noninvasive measure of subclinical atherosclerosis. The purpose of this study was to examine the relationship between ABI and SCD in a middle-aged biracial general population. METHODS AND RESULTS Participants of the ARIC (Atherosclerosis Risk in Communities) study with an ABI measurement between 1987 and 1989 were included. ABI was categorized as low (≤0.90), borderline (0.90-1.00), normal (1.00-1.40), and noncompressible (>1.40). SCD was defined as a sudden pulseless condition presumed to be caused by a ventricular tachyarrhythmia in a previously stable individual and was adjudicated by a committee of cardiac electrophysiologists, cardiologists, and internists. Cox proportional hazards models were used to evaluate the associations between baseline ABI and incident SCD. Of the 15 081 participants followed for a median of 23.5 years, 556 (3.7%) developed SCD (1.96 cases per 1000 person-years). Low and borderline ABIs were associated with an increased risk of SCD (demographically adjusted hazard ratios [HRs], 2.27 [95% CI, 1.64-3.14] and 1.52 [95% CI, 1.17-1.96], respectively) compared with normal ABI. The association between low ABI and SCD remained significant after adjustment for traditional cardiovascular risk factors (HR, 1.63 [95% CI, 1.15-2.32]). CONCLUSIONS Low ABI is independently associated with an increased risk of SCD in a middle-aged biracial general population. ABI could be incorporated into future SCD risk prediction models.
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Affiliation(s)
- Takeki Suzuki
- Department of MedicineIndiana University School of MedicineIndianapolisINUSA
| | - Xiaoqian Zhu
- Center of Biostatistics and BioinformaticsUniversity of Mississippi Medical CenterJacksonMSUSA
| | - Selcuk Adabag
- Veterans Administration Medical CenterMinneapolisMNUSA
| | - Kunihiro Matsushita
- Department of EpidemiologyJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUSA
| | - Kenneth R. Butler
- Department of MedicineUniversity of Mississippi Medical CenterJacksonMSUSA
| | - Michael E. Griswold
- Center of Biostatistics and BioinformaticsUniversity of Mississippi Medical CenterJacksonMSUSA
| | - Alvaro Alonso
- Department of EpidemiologyEmory UniversityAtlantaGAUSA
| | - Wayne Rosamond
- Department of EpidemiologyUniversity of North Carolina School of Public HealthChapel HillNCUSA
| | - Nona Sotoodehnia
- Cardiovascular Health Research UnitUniversity of WashingtonSeattleWAUSA
| | - Thomas H. Mosley
- Department of MedicineUniversity of Mississippi Medical CenterJacksonMSUSA
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Gurel NZ, Sudarshan KB, Tam S, Ly D, Armour JA, Kember G, Ajijola OA. Studying Cardiac Neural Network Dynamics: Challenges and Opportunities for Scientific Computing. Front Physiol 2022; 13:835761. [PMID: 35574437 PMCID: PMC9099376 DOI: 10.3389/fphys.2022.835761] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 04/06/2022] [Indexed: 11/13/2022] Open
Abstract
Neural control of the heart involves continuous modulation of cardiac mechanical and electrical activity to meet the organism's demand for blood flow. The closed-loop control scheme consists of interconnected neural networks with central and peripheral components working cooperatively with each other. These components have evolved to cooperate control of various aspects of cardiac function, which produce measurable "functional" outputs such as heart rate and blood pressure. In this review, we will outline fundamental studies probing the cardiac neural control hierarchy. We will discuss how computational methods can guide improved experimental design and be used to probe how information is processed while closed-loop control is operational. These experimental designs generate large cardio-neural datasets that require sophisticated strategies for signal processing and time series analysis, while presenting the usual large-scale computational challenges surrounding data sharing and reproducibility. These challenges provide unique opportunities for the development and validation of novel techniques to enhance understanding of mechanisms of cardiac pathologies required for clinical implementation.
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Affiliation(s)
- Nil Z. Gurel
- UCLA Neurocardiology Research Program of Excellence, Los Angeles, CA, United States
- UCLA Cardiac Arrhythmia Center, UCLA Health System, Los Angeles, CA, United States
| | - Koustubh B. Sudarshan
- Department of Engineering Mathematics and Internetworking, Dalhousie University, Halifax, NS, Canada
| | - Sharon Tam
- UCLA Department of Bioengineering, Los Angeles, CA, United States
| | - Diana Ly
- UCLA Department of Bioengineering, Los Angeles, CA, United States
| | - J. Andrew Armour
- UCLA Neurocardiology Research Program of Excellence, Los Angeles, CA, United States
- UCLA Cardiac Arrhythmia Center, UCLA Health System, Los Angeles, CA, United States
| | - Guy Kember
- Department of Engineering Mathematics and Internetworking, Dalhousie University, Halifax, NS, Canada
| | - Olujimi A. Ajijola
- UCLA Neurocardiology Research Program of Excellence, Los Angeles, CA, United States
- UCLA Cardiac Arrhythmia Center, UCLA Health System, Los Angeles, CA, United States
- Molecular, Cellular and Integrative Physiology Program, UCLA, Los Angeles, CA, United States
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3
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Huang X, Pan M, Du P, Chen Y, Zhang C, Lu W, Lin J. Maternally expressed 3 protects the intestinal barrier from cardiac arrest-induced ischemia/reperfusion injury via miR-34a-3p/sirtuin 1/nuclear factor kappa B signaling. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:122. [PMID: 33569424 PMCID: PMC7867908 DOI: 10.21037/atm-20-6438] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 12/26/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Cardiac arrest (CA), a common disease with a high mortality rate, is a leading cause of ischemia/reperfusion (I/R)-induced dysfunction of the intestinal barrier. Long non-coding RNAs (lncRNAs) play crucial roles in multiple pathological processes. However, the effect of the lncRNA maternally expressed 3 (MEG3) on intestinal I/R injury and the intestinal barrier has not been fully determined. Therefore, this study aimed to investigate the function of MEG3 in CA-induced intestinal barrier dysfunction. METHODS The oxygen and glucose deprivation (OGD) model in the human colorectal adenocarcinoma Caco-2 cells and in vivo cardiac arrest-induced intestinal barrier dysfunction model in Sprague-Dawley (SD) rats were established. The effect and underlying mechanism of MEG3 on the intestinal barrier from cardiac arrest-induced ischemia/reperfusion injury were analyzed by methyl thiazolyl tetrazolium (MTT) assays, Annexin V-FITC/PI apoptosis detection kit, Terminal deoxynucleotidyl transferase-mediated dUTP nick end labelling (TUNEL) staining, quantitative polymerase chain reaction (qPCR) assays, Western blot analysis, luciferase reporter gene assays, transepithelial electrical resistance (TEER) measurements, immunofluorescence analysis, and enzyme-linked immunosorbent assay (ELISA) assays. RESULTS Interestingly, we found that MEG3 could protect Caco-2 cells from oxygen-glucose deprivation (OGD)/reoxygenation-induced I/R injury by modulating cell proliferation and apoptosis. Moreover, MEG3 relieved OGD-induced intestinal barrier dysfunction in vitro, as demonstrated by its significant rescue effect on transepithelial electrical resistance and the expression of tight junction proteins such as occludin and claudin-1 (CLDN1), which were impaired in OGD-treated Caco-2 cells. Mechanistically, MEG3 inhibited the expression of inflammatory factors including interleukin (IL)-1β, tumor necrosis factor (TNF)-α, interferon-gamma (IFN)-γ, inflammatory factors including interleukin (IL)-10, and transforming growth factor beta (TGFb)-1, as well as nuclear factor-kappa B (NF-κB) signaling. In response to OGD treatment in vitro, MEG3 also activated the expression of sirtuin 1 (SIRT1) by Caco-2 cells via sponging miR-34a-3p. Furthermore, MEG3 relieved CA-induced intestinal barrier dysfunction through NF-κB signaling in vivo. CONCLUSIONS LncRNA MEG3 can protect the intestinal barrier from cardiac arrest-induced I/R injury via miR-34a-3p/SIRT1/NF-κB signaling. This finding provides new insight into the mechanism by which MEG3 restores intestinal barrier function following I/R injury, presenting it as a potential therapeutic candidate or strategy in intestinal injury.
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Affiliation(s)
- Xianwei Huang
- Emergency Department, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Mandong Pan
- Emergency Department, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Penghui Du
- Emergency Department, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Yinrong Chen
- Emergency Department, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Caixia Zhang
- Emergency Department, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Wang Lu
- Emergency Department, The First Affiliated Hospital of Xiamen University, Xiamen, China
| | - Jiyan Lin
- Emergency Department, The First Affiliated Hospital of Xiamen University, Xiamen, China
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Suzuki T, Wang W, Wilsdon A, Butler KR, Adabag S, Griswold ME, Nambi V, Rosamond W, Sotoodehnia N, Mosley TH. Carotid Intima-Media Thickness and the Risk of Sudden Cardiac Death: The ARIC Study and the CHS. J Am Heart Assoc 2020; 9:e016981. [PMID: 32975158 PMCID: PMC7792412 DOI: 10.1161/jaha.120.016981] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background Sudden cardiac death (SCD) is associated with severe coronary heart disease in the great majority of cases. Whether carotid intima‐media thickness (C‐IMT), a known surrogate marker of subclinical atherosclerosis, is associated with risk of SCD in a general population remains unknown. The objective of this study was to investigate the association between C‐IMT and risk of SCD. Methods and Results We examined a total of 20 862 participants: 15 307 participants of the ARIC (Atherosclerosis Risk in Communities) study and 5555 participants of the CHS (Cardiovascular Health Study). C‐IMT and common carotid artery intima‐media thickness was measured at baseline by ultrasound. Presence of plaque was judged by trained readers. Over a median of 23.5 years of follow‐up, 569 participants had SCD (1.81 cases per 1000 person‐years) in the ARIC study. Mean C‐IMT and common carotid artery intima‐media thickness were associated with risk of SCD after adjustment for traditional risk factors and time‐varying adjustors: hazard ratios (HRs) with 95% CIs for fourth versus first quartile were 1.64 (1.15–2.63) and 1.49 (1.05–2.11), respectively. In CHS, 302 participants developed SCD (4.64 cases per 1000 person‐years) over 13.1 years. Maximum C‐IMT was associated with risk of SCD after adjustment: HR (95% CI) for fourth versus first quartile was 1.75 (1.22–2.51). Presence of plaque was associated with 35% increased risk of SCD: HR (95% CI) of 1.37 (1.13–1.67) in the ARIC study and 1.32 (1.04–1.68) in CHS. Conclusions C‐IMT was associated with risk of SCD in 2 biracial community‐based cohorts. C‐IMT may be used as a marker of SCD risk and potentially to initiate early therapeutic interventions to mitigate the risk.
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Affiliation(s)
- Takeki Suzuki
- Krannert Institute of Cardiology Department of Medicine Indiana University Indianapolis IN
| | - Wanmei Wang
- Department of Biostatistics University of Mississippi Medical Center Jackson MS
| | - Anthony Wilsdon
- Department of Biostatistics University of Washington Seattle WA
| | - Kenneth R Butler
- Department of Medicine University of Mississippi Medical Center Jackson MS
| | | | - Michael E Griswold
- Department of Data Science University of Mississippi Medical Center Jackson MS
| | - Vijay Nambi
- Michael E. DeBakey Veterans Affairs Hospital Baylor College of Medicine Houston TX
| | - Wayne Rosamond
- Department of Epidemiology Gillings School of Global Public Health University of North Carolina Chapel Hill NC
| | - Nona Sotoodehnia
- Cardiovascular Health Research Unit University of Washington Seattle WA
| | - Thomas H Mosley
- Department of Medicine University of Mississippi Medical Center Jackson MS
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Affiliation(s)
- Raul D Mitrani
- Cardiovascular Division, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, USA
| | - Jeffrey J Goldberger
- Cardiovascular Division, Department of Medicine, University of Miami Leonard M. Miller School of Medicine, Miami, Florida, USA.
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Fernandes GC, Fernandes ADF, Rivera M, Khan A, Schulman IH, Lambrakos LK, Myerburg RJ, Goldberger JJ, Hare JM, Mitrani RD. A meta‐analysis of arrhythmia endpoints in randomized controlled trials of transendocardial stem cell injections for chronic ischemic heart disease. J Cardiovasc Electrophysiol 2019; 30:2492-2500. [DOI: 10.1111/jce.14185] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Revised: 09/02/2019] [Accepted: 09/11/2019] [Indexed: 02/01/2023]
Affiliation(s)
- Gilson C. Fernandes
- Division of Cardiology University of Miami Miller School of Medicine Miami Florida
| | | | - Manuel Rivera
- Division of Cardiology and Cardiovascular Washington University in Saint Louis Saint Louis Missouri
| | - Aisha Khan
- Interdisciplinary Stem Cell Institute University of Miami Miller School of Medicine Miami Florida
| | - Ivonne H. Schulman
- Department of Medicine University of Miami Miller School of Medicine Miami Florida
- Interdisciplinary Stem Cell Institute University of Miami Miller School of Medicine Miami Florida
| | - Litsa K. Lambrakos
- Division of Cardiology University of Miami Miller School of Medicine Miami Florida
| | - Robert J. Myerburg
- Division of Cardiology University of Miami Miller School of Medicine Miami Florida
| | | | - Joshua M. Hare
- Division of Cardiology University of Miami Miller School of Medicine Miami Florida
- Interdisciplinary Stem Cell Institute University of Miami Miller School of Medicine Miami Florida
| | - Raul D. Mitrani
- Division of Cardiology University of Miami Miller School of Medicine Miami Florida
- Interdisciplinary Stem Cell Institute University of Miami Miller School of Medicine Miami Florida
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Abstract
This article represents an overview of the basic concepts of cardiac electrophysiology. This relatively new field became a subspecialty of cardiology in the mid-1990s due to the rapid development of equipment that allowed the study and cure of cardiac arrhythmias percutaneously. Simultaneously, technology provided the field with percutaneous cardiac implantable electronic devices designed to protect patients from life-threatening bradyarrhythmias and tachyarrhythmias. Recently, the field has focused on the ablative treatment of atrial fibrillation, the most common arrhythmia facing an aging population, and the diagnosis and management of many inherited arrhythmias through advances in understanding of their genetic cause.
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Affiliation(s)
- Otto Costantini
- Cardiovascular Disease Fellowship, Summa Health Heart and Vascular Institute, Summa Health System, 95 Arch Street, Suite 350, Akron, OH 44304, USA.
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Owen HJ, Bos JM, Ackerman MJ. Wearable cardioverter defibrillators for patients with long QT syndrome. Int J Cardiol 2018; 268:132-136. [DOI: 10.1016/j.ijcard.2018.04.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2018] [Revised: 03/29/2018] [Accepted: 04/02/2018] [Indexed: 11/26/2022]
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Editorial commentary: Ethnic and racial disparities and differences in sudden cardiac death burden and survival: How do we close the gap? Trends Cardiovasc Med 2018; 29:127-128. [PMID: 30093228 DOI: 10.1016/j.tcm.2018.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Accepted: 07/20/2018] [Indexed: 11/22/2022]
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11
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Daunert S, Sittampalam GS, Goldschmidt-Clermont PJ. Twenty-First Century Diseases: Commonly Rare and Rarely Common? Antioxid Redox Signal 2017; 27:511-516. [PMID: 28482684 PMCID: PMC5567869 DOI: 10.1089/ars.2017.7065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Alzheimer's drugs are failing at a rate of 99.6%, and success rate for drugs designed to help patients with this form of dementia is 47 times less than for drugs designed to help patients with cancers ( www.scientificamerican.com/article/why-alzheimer-s-drugs-keep-failing/2014 ). How can it be so difficult to produce a valuable drug for Alzheimer's disease? Each human has a unique genetic and epigenetic makeup, thus endowing individuals with a highly unique complement of genes, polymorphisms, mutations, RNAs, proteins, lipids, and complex sugars, resulting in distinct genome, proteome, metabolome, and also microbiome identity. This editorial is taking into account the uniqueness of each individual and surrounding environment, and stresses the point that a more accurate definition of a "common" disorder could be simply the amalgamation of a myriad of "rare" diseases. These rare diseases are being grouped together because they share a rather constant complement of common features and, indeed, generally respond to empirically developed treatments, leading to a positive outcome consistently. We make the case that it is highly unlikely that such treatments, despite their statistical success measured with large cohorts using standardized clinical research, will be effective on all patients until we increase the depth and fidelity of our understanding of the individual "rare" diseases that are grouped together in the "buckets" of common illnesses. Antioxid. Redox Signal. 27, 511-516.
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Affiliation(s)
- Sylvia Daunert
- 1 Department of Biochemistry and Molecular Biology, Miller School of Medicine, University of Miami , Miami, Florida
| | | | - Pascal J Goldschmidt-Clermont
- 3 Department of Medicine, Cardiology Division, and Strategic International Projects, Miller School of Medicine, University of Miami , Miami, Florida
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12
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Association between an indel polymorphism in the 3′UTR of COL1A2 and the risk of sudden cardiac death in Chinese populations. Leg Med (Tokyo) 2017; 28:22-26. [DOI: 10.1016/j.legalmed.2017.07.006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Revised: 06/26/2017] [Accepted: 07/18/2017] [Indexed: 12/30/2022]
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Ramireddy A, Brodt CR, Mendizabal AM, DiFede DL, Healy C, Goyal V, Alansari Y, Coffey JO, Viles-Gonzalez JF, Heldman AW, Goldberger JJ, Myerburg RJ, Hare JM, Mitrani RD. Effects of Transendocardial Stem Cell Injection on Ventricular Proarrhythmia in Patients with Ischemic Cardiomyopathy: Results from the POSEIDON and TAC-HFT Trials. Stem Cells Transl Med 2017; 6:1366-1372. [PMID: 28252842 PMCID: PMC5442721 DOI: 10.1002/sctm.16-0328] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Accepted: 01/16/2017] [Indexed: 12/29/2022] Open
Abstract
Transendocardial stem cell injection in patients with ischemic cardiomyopathy (ICM) improves left ventricular function and structure but has ill-defined effects on ventricular arrhythmias. We hypothesized that mesenchymal stem cell (MSC) implantation is not proarrhythmic. Post hoc analyses were performed on ambulatory ECGs collected from the POSEIDON and TAC-HFT trials. Eighty-eight subjects (mean age 61 ± 10 years) with ICM (mean EF 32.2% ± 9.8%) received treatment with MSC (n = 48), Placebo (n = 21), or bone marrow mononuclear cells (BMC) (n = 19). Heart rate variability (HRV) and ventricular ectopy (VE) were evaluated over 12 months. VE did not change in any group following MSC implantation. However, in patients with ≥ 1 VE run (defined as ≥ 3 consecutive premature ventricular complexes in 24 hours) at baseline, there was a decrease in VE runs at 12 months in the MSC group (p = .01), but not in the placebo group (p = .07; intergroup comparison: p = .18). In a subset of the MSC group, HRV measures of standard deviation of normal intervals was 75 ± 30 msec at baseline and increased to 87 ± 32 msec (p =.02) at 12 months, and root mean square of intervals between successive complexes was 36 ± 30 msec and increased to 58.2 ± 50 msec (p = .01) at 12 months. In patients receiving MSCs, there was no evidence for ventricular proarrhythmia, manifested by sustained or nonsustained ventricular ectopy or worsened HRV. Signals of improvement in ventricular arrhythmias and HRV in the MSC group suggest a need for further studies of the antiarrhythmic potential of MSCs. Stem Cells Translational Medicine 2017;6:1366-1372.
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Affiliation(s)
- Archana Ramireddy
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Chad R Brodt
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Darcy L DiFede
- Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Chris Healy
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Vishal Goyal
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Yahya Alansari
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - James O Coffey
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Juan F Viles-Gonzalez
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Alan W Heldman
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Jeffrey J Goldberger
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Robert J Myerburg
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Joshua M Hare
- Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Raul D Mitrani
- Cardiovascular Division, Department of Internal Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
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van den Berg ME, Stricker BH, Brusselle GG, Lahousse L. Chronic obstructive pulmonary disease and sudden cardiac death: A systematic review. Trends Cardiovasc Med 2016; 26:606-13. [DOI: 10.1016/j.tcm.2016.04.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Revised: 03/22/2016] [Accepted: 04/04/2016] [Indexed: 12/26/2022]
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Deserno TM, Marx N. Computational Electrocardiography: Revisiting Holter ECG Monitoring. Methods Inf Med 2016; 55:305-11. [PMID: 27406338 DOI: 10.3414/me15-05-0009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 10/07/2015] [Indexed: 11/09/2022]
Abstract
BACKGROUND Since 1942, when Goldberger introduced the 12-lead electrocardiography (ECG), this diagnostic method has not been changed. OBJECTIVES After 70 years of technologic developments, we revisit Holter ECG from recording to understanding. METHODS A fundamental change is fore-seen towards "computational ECG" (CECG), where continuous monitoring is producing big data volumes that are impossible to be inspected conventionally but require efficient computational methods. We draw parallels between CECG and computational biology, in particular with respect to computed tomography, computed radiology, and computed photography. From that, we identify technology and methodology needed for CECG. RESULTS Real-time transfer of raw data into meaningful parameters that are tracked over time will allow prediction of serious events, such as sudden cardiac death. Evolved from Holter's technology, portable smartphones with Bluetooth-connected textile-embedded sensors will capture noisy raw data (recording), process meaningful parameters over time (analysis), and transfer them to cloud services for sharing (handling), predicting serious events, and alarming (understanding). To make this happen, the following fields need more research: i) signal processing, ii) cycle decomposition; iii) cycle normalization, iv) cycle modeling, v) clinical parameter computation, vi) physiological modeling, and vii) event prediction. CONCLUSIONS We shall start immediately developing methodology for CECG analysis and understanding.
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Affiliation(s)
- Thomas M Deserno
- Prof. Dr. Thomas Martin Deserno, Aachen University of Technology (RWTH), Department of Medical Informatics, Pauwelsstraße 30, 52074 Aachen, Germany, E-mail:
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Biton Y, Baman JR, Polonsky B. Roles and indications for use of implantable defibrillator and resynchronization therapy in the prevention of sudden cardiac death in heart failure. Heart Fail Rev 2016; 21:433-46. [DOI: 10.1007/s10741-016-9542-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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