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Reinier K, Chugh HS, Uy-Evanado A, Heckard E, Mathias M, Bosson N, Calsavara VF, Slomka PJ, Elashoff DA, Bui AA, Chugh SS. Observational study of sudden cardiac arrest risk (OSCAR): Rationale and design of an electronic health records cohort. IJC HEART & VASCULATURE 2025; 56:101614. [PMID: 39897418 PMCID: PMC11787554 DOI: 10.1016/j.ijcha.2025.101614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Accepted: 01/12/2025] [Indexed: 02/04/2025]
Abstract
Background Out-of-hospital sudden cardiac arrest (SCA) is a major cause of mortality and improved risk prediction is needed. The Observational Study of Sudden Cardiac Arrest Risk (OSCAR) is an electronic health records (EHR)-based cohort study of patients receiving routine medical care in the Cedars-Sinai Health System (CSHS) in Los Angeles County, CA designed to evaluate predictors of SCA. This paper describes the rationale, objectives, and study design for the OSCAR cohort. Methods and Results The OSCAR cohort includes 379,833 Los Angeles County residents with at least one patient encounter at CSHS in each of two consecutive calendar years from 2016 to 2020. We obtained baseline cohort characteristics from the EHR from 2012 until the start of follow-up, including demographics, vital signs, clinical diagnoses, cardiac tests and imaging, procedures, laboratory results, and medications. Follow-up will continue until Dec. 31, 2025, with an expected median follow-up time of ∼ 7 years. The primary outcome is out-of-hospital SCA of likely cardiac etiology attended by Los Angeles County Emergency Medical Services (LAC-EMS). The secondary outcome is total mortality identified using California Department of Public Health - Vital Records death certificates. We will use conventional approaches (diagnosis code algorithms) and artificial intelligence (natural language processing, deep learning) to define patient phenotypes and biostatistical and machine learning approaches for analysis. Conclusions The OSCAR cohort will provide a large, diverse dataset and adjudicated SCA outcomes to facilitate the derivation and testing of risk prediction models for incident SCA.
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Affiliation(s)
- Kyndaron Reinier
- Center for Cardiac Arrest Prevention, Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center Los Angeles CA USA
| | - Harpriya S. Chugh
- Center for Cardiac Arrest Prevention, Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center Los Angeles CA USA
| | - Audrey Uy-Evanado
- Center for Cardiac Arrest Prevention, Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center Los Angeles CA USA
| | - Elizabeth Heckard
- Center for Cardiac Arrest Prevention, Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center Los Angeles CA USA
| | - Marco Mathias
- Center for Cardiac Arrest Prevention, Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center Los Angeles CA USA
| | - Nichole Bosson
- Los Angeles County EMS Agency Los Angeles CA USA
- Harbor-UCLA Medical Center, Department of Emergency Medicine, and The Lundquist Institute Torrance CA USA
- David Geffen School of Medicine at UCLA Los Angeles CA USA
| | - Vinicius F. Calsavara
- Department of Computational Biomedicine, Biostatistics Shared Resource, Cedars-Sinai Medical Center Los Angeles CA USA
| | - Piotr J. Slomka
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center Los Angeles CA USA
| | - David A. Elashoff
- Department of Medicine, Statistics Core, University of California Los Angeles CA USA
| | - Alex A.T. Bui
- Medical & Imaging Informatics Group, University of California, Los Angeles 90095 CA, USA
| | - Sumeet S Chugh
- Center for Cardiac Arrest Prevention, Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center Los Angeles CA USA
- Division of Artificial Intelligence in Medicine, Department of Medicine, Cedars-Sinai Medical Center Los Angeles CA USA
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Tereshchenko LG, Haq KT, Howell SJ, Mitchell EC, Hyde J, Martínez J, Ahmed CA, Briceno G, Patel H, Pena J, Khan A, Soliman EZ, Lima JA, Kapadia SR, Misra-Hebert AD, Kansal MM, Daviglus ML, Kaplan R. Sex differences in global electrical heterogeneity: The Hispanic Community Health Study/Study of Latinos. Heart Rhythm O2 2025; 6:97-102. [PMID: 40224258 PMCID: PMC11993781 DOI: 10.1016/j.hroo.2024.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/15/2025] Open
Affiliation(s)
- Larisa G. Tereshchenko
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
- Heart, Vascular & Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
- Cardiovascular Division, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Kazi T. Haq
- Children's National Hospital, Washington, District of Columbia
| | - Stacey J. Howell
- Section of Electrophysiology, Division of Cardiology, University of California San Francisco, San Francisco, California
| | | | - Jessica Hyde
- School of Medicine, Oregon Health & Science University, Portland, Oregon
| | - Jesús Martínez
- School of Medicine, Oregon Health & Science University, Portland, Oregon
| | - Cassandra A. Ahmed
- School of Medicine, Oregon Health & Science University, Portland, Oregon
| | - Genesis Briceno
- School of Medicine, Oregon Health & Science University, Portland, Oregon
| | - Hetal Patel
- Chicago Medical School at Rosalind Franklin University, North Chicago, Illinois
| | - Jose Pena
- School of Medicine, Oregon Health & Science University, Portland, Oregon
| | - Akram Khan
- School of Medicine, Oregon Health & Science University, Portland, Oregon
| | - Elsayed Z. Soliman
- Epidemiological Cardiology Research Center, Division of Public Health Sciences, Department of Medicine, Cardiology Section, Wake Forest School of Medicine, Winston Salem, North Carolina
| | - João A.C. Lima
- Cardiovascular Division, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Samir R. Kapadia
- Heart, Vascular & Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
| | - Anita D. Misra-Hebert
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | | | | | - Robert Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York
- Public Health Sciences Division, Fred Hutch Cancer Center, Seattle, Washington
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Tereshchenko LG, Haq KT, Howell SJ, Mitchell EC, Martínez J, Hyde J, Briceno G, Pena J, Pocius E, Khan A, Soliman EZ, Lima JAC, Kapadia SR, Misra-Hebert AD, Kattan MW, Kansal MM, Daviglus ML, Kaplan R. Latent profiles of global electrical heterogeneity: the Hispanic Community Health Study/Study of Latinos. EUROPEAN HEART JOURNAL. DIGITAL HEALTH 2024; 5:611-621. [PMID: 39318685 PMCID: PMC11417492 DOI: 10.1093/ehjdh/ztae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 04/13/2024] [Accepted: 06/06/2024] [Indexed: 09/26/2024]
Abstract
Aims Despite the highest prevalence of stroke, obesity, and diabetes across races/ethnicities, paradoxically, Hispanic/Latino populations have the lowest prevalence of atrial fibrillation and major Minnesota code-defined ECG abnormalities. We aimed to use Latent Profile Analysis in the Hispanic Community Health Study/Study of Latinos (HCHS/SOL) population to obtain insight into epidemiological discrepancies. Methods and results We conducted a cross-sectional analysis of baseline HCHS/SOL visit. Global electrical heterogeneity (GEH) was measured as spatial QRS-T angle (QRSTa), spatial ventricular gradient azimuth (SVGaz), elevation (SVGel), magnitude (SVGmag), and sum absolute QRST integral (SAIQRST). Statistical analysis accounted for the stratified two-stage area probability sample design. We fitted a multivariate latent profile generalized structural equation model adjusted for age, sex, ethnic background, education, hypertension, diabetes, smoking, dyslipidaemia, obesity, chronic kidney disease, physical activity, diet quality, average RR' interval, median beat type, and cardiovascular disease (CVD) to gain insight into the GEH profiles. Among 15 684 participants (age 41 years; 53% females; 6% known CVD), 17% had an increased probability of likely abnormal GEH profile (QRSTa 80 ± 27°, SVGaz -4 ± 21°, SVGel 72 ± 12°, SVGmag 45 ± 12 mVms, and SAIQRST 120 ± 23 mVms). There was a 23% probability for a participant of being in Class 1 with a narrow QRSTa (40.0 ± 10.2°) and large SVG (SVGmag 108.3 ± 22.6 mVms; SAIQRST 203.4 ± 39.1 mVms) and a 60% probability of being in intermediate Class 2. Conclusion A substantial proportion (17%) in the Hispanic/Latino population had an increased probability of altered, likely abnormal GEH profile, whereas 83% of the population was resilient to harmful risk factors exposures.
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Affiliation(s)
- Larisa G Tereshchenko
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave, JJN3-01, Cleveland, OH 44195, USA
- Heart, Vascular & Thoracic Institute, Cleveland Clinic, 9500 Euclid Ave, JJN3-01, Cleveland, OH 44195, USA
- Department of Medicine, Cardiovascular Division, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Kazi T Haq
- Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC, USA
| | - Stacey J Howell
- Section of Electrophysiology, Division of Cardiology, University of California San Francisco, San Francisco, CA, USA
| | - Evan C Mitchell
- Department of Surgery, Brown University School of Medicine, Providence, RI, USA
| | - Jesús Martínez
- School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Jessica Hyde
- School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Genesis Briceno
- School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Jose Pena
- School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Edvinas Pocius
- School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Akram Khan
- School of Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Elsayed Z Soliman
- Epidemiological Cardiology Research Center, Division of Public Health Sciences and Department of Medicine, Cardiology Section, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - João A C Lima
- Department of Medicine, Cardiovascular Division, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Samir R Kapadia
- Heart, Vascular & Thoracic Institute, Cleveland Clinic, 9500 Euclid Ave, JJN3-01, Cleveland, OH 44195, USA
| | - Anita D Misra-Hebert
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave, JJN3-01, Cleveland, OH 44195, USA
| | - Michael W Kattan
- Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Ave, JJN3-01, Cleveland, OH 44195, USA
| | - Mayank M Kansal
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Martha L Daviglus
- Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA
| | - Robert Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, NY, USA
- Public Health Sciences Division, Fred Hutch Cancer Center, Seattle, WA, USA
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Sasaki S, Fujisaki K, Nishimura M, Nakano T, Abe M, Hanafusa N, Joki N. Association Between Disturbed Serum Phosphorus Levels and QT Interval Prolongation. Kidney Int Rep 2024; 9:1792-1801. [PMID: 38899225 PMCID: PMC11184388 DOI: 10.1016/j.ekir.2024.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Revised: 02/09/2024] [Accepted: 03/04/2024] [Indexed: 06/21/2024] Open
Abstract
Introduction QT interval prolongation is a risk factor for fatal arrhythmias and other cardiovascular complications. QT interval prolongation in patients on hemodialysis (HD) is not well understood. Hypocalcemia is a suspected, but poorly verified etiology in these patients, and the association between serum phosphorus levels and QT interval prolongation is unknown. We sought to determine the prevalence of QT interval prolongation in patients on HD and to verify the association between predialysis serum calcium (Ca) and phosphate (P) levels and QT interval prolongation. Methods A cross-sectional study was conducted on adult patients on maintenance HD who were enrolled in the Japanese Society for Dialysis Therapy and Renal Data Registry 2019. After assessing patient characteristics, linear regression analysis was performed with predialysis serum Ca and P levels as exposures and a rate-corrected QT (QTc) interval as the outcome. Results A total of 204,530 patients were analyzed with a mean QTc of 451.2 (standard deviation, 36.9) ms. After multivariable analysis, estimated change in QTc (coefficients; 95% confidence interval) per 1 mg/dl increase in serum Ca and P was -2.02 (-3.00 to -1.04) and 5.50 (3.92-7.09), respectively. In the restricted cubic spline curve, estimated change in QTc increased with lower values of serum Ca. The correlation between serum P and QTc showed a U-shaped curve. Conclusion Decreased serum Ca levels and decreased and increased serum P levels may be associated with QT interval prolongation in patients on maintenance HD.
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Affiliation(s)
- Sho Sasaki
- Department of Healthcare Epidemiology, School of Public Health in the Graduate School of Medicine, Kyoto University, Kyoto City, Kyoto, Japan
- Center for Innovative Research for Communities and Clinical Excellence (CiRC2LE), Fukushima Medical University, Fukushima, Japan
| | | | | | - Toshiaki Nakano
- Department of Medical and Clinical Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masanori Abe
- Division of Nephrology, Hypertension and Endocrinology, Department of Medicine, Nihon University School of Medicine, Tokyo, Japan
| | - Norio Hanafusa
- Department of Blood Purification, Tokyo Women`s Medical University, Tokyo, Japan
| | - Nobuhiko Joki
- Division of Nephrology, Toho University Ohashi Medical Center, Tokyo, Japan
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Razavi AC, Uddin SMI, Dardari ZA, Berman DS, Budoff MJ, Miedema MD, Osei AD, Obisesan OH, Nasir K, Rozanski A, Rumberger JA, Shaw LJ, Sperling LS, Whelton SP, Mortensen MB, Blaha MJ, Dzaye O. Coronary Artery Calcium for Risk Stratification of Sudden Cardiac Death: The Coronary Artery Calcium Consortium. JACC Cardiovasc Imaging 2022; 15:1259-1270. [PMID: 35370113 PMCID: PMC9262828 DOI: 10.1016/j.jcmg.2022.02.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 02/07/2022] [Accepted: 02/23/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Coronary artery calcium (CAC) is a marker of plaque burden. Whether CAC improves risk stratification for incident sudden cardiac death (SCD) beyond atherosclerotic cardiovascular disease (ASCVD) risk factors is unknown. OBJECTIVES SCD is a common initial manifestation of coronary heart disease (CHD); however, SCD risk prediction remains elusive. METHODS The authors studied 66,636 primary prevention patients from the CAC Consortium. Multivariable competing risks regression and C-statistics were used to assess the association between CAC and SCD, adjusting for demographics and traditional risk factors. RESULTS The mean age was 54.4 years, 33% were women, 11% were of non-White ethnicity, and 55% had CAC >0. A total of 211 SCD events (0.3%) were observed during a median follow-up of 10.6 years, 91% occurring among those with baseline CAC >0. Compared with CAC = 0, there was a stepwise higher risk (P trend < 0.001) in SCD for CAC 100 to 399 (subdistribution hazard ratio [SHR]: 2.8; 95% CI: 1.6-5.0), CAC 400 to 999 (SHR: 4.0; 95% CI: 2.2-7.3), and CAC >1,000 (SHR: 4.9; 95% CI: 2.6-9.9). CAC provided incremental improvements in the C-statistic for the prediction of SCD among individuals with a 10-year risk <7.5% (ΔC-statistic = +0.046; P = 0.02) and 7.5% to 20% (ΔC-statistic = +0.069; P = 0.003), which were larger when compared with persons with a 10-year risk >20% (ΔC-statistic = +0.01; P = 0.54). CONCLUSIONS Higher CAC burden strongly associates with incident SCD beyond traditional risk factors, particularly among primary prevention patients with low-intermediate risk. SCD risk stratification can be useful in the early stages of CHD through the measurement of CAC, identifying patients most likely to benefit from further downstream testing.
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Affiliation(s)
- Alexander C Razavi
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Emory Center for Heart Disease Prevention, Emory University School of Medicine, Atlanta, Georgia, USA
| | - S M Iftekhar Uddin
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Zeina A Dardari
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Daniel S Berman
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Matthew J Budoff
- Lundquist Institute, Harbor-UCLA Medical Center, Torrance, California, USA
| | - Michael D Miedema
- Minneapolis Heart Institute and Foundation, Minneapolis, Minnesota, USA
| | - Albert D Osei
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Olufunmilayo H Obisesan
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Khurram Nasir
- Division of Cardiovascular Prevention and Wellness, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Alan Rozanski
- Division of Cardiology, Mount Sinai, St Luke's Hospital, New York, New York, USA
| | - John A Rumberger
- Department of Cardiac Imaging, Princeton Longevity Center, Princeton, New Jersey, USA
| | - Leslee J Shaw
- Department of Radiology, Weill Cornell Medicine, New York, New York, USA
| | - Laurence S Sperling
- Emory Center for Heart Disease Prevention, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Seamus P Whelton
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Martin Bødtker Mortensen
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA; Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Michael J Blaha
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Omar Dzaye
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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Azari ZD, Aljubran F, Nothnick WB. Inflammatory MicroRNAs and the Pathophysiology of Endometriosis and Atherosclerosis: Common Pathways and Future Directions Towards Elucidating the Relationship. Reprod Sci 2022; 29:2089-2104. [PMID: 35476352 DOI: 10.1007/s43032-022-00955-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 04/19/2022] [Indexed: 11/25/2022]
Abstract
Emerging data indicates an association between endometriosis and subclinical atherosclerosis, with women with endometriosis at a higher risk for cardiovascular disease later in life. Inflammation is proposed to play a central role in the pathophysiology of both diseases and elevated levels of systemic pro-inflammatory cytokines including macrophage migration inhibitory factor (MIF), tumor necrosis factor-α (TNF-α), and interleukin-6 (IL-6) are well documented. However, a thorough understanding on the mediators and mechanisms which contribute to altered cytokine expression in both diseases remain poorly understood. MicroRNAs (miRNAs) are important post-transcriptional regulators of inflammatory pathways and numerous studies have reported altered circulating levels of miRNAs in both endometriosis and atherosclerosis. Potential contribution of miRNA-mediated inflammatory cascades common to the pathophysiology of both diseases has not been evaluated but could offer insight into common pathways and early manifestation relevant to both diseases which may help understand cause and effect. In this review, we discuss and summarize differentially expressed inflammatory circulating miRNAs in endometriosis subjects, compare this profile to that of circulating levels associated with atherosclerosis when possible, and then discuss mechanistic studies focusing on these miRNAs in relevant cell, tissue, and animal models. We conclude by discussing the potential utility of targeting the relevant miRNAs in the MIF-IL-6-TNF-α pathway as therapeutic options and offer insight into future studies which will help us better understand not only the role of these miRNAs in the pathophysiology of both endometriosis and atherosclerosis but also commonality between both diseases.
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Affiliation(s)
- Zubeen D Azari
- Kansas City University of Medicine and Biosciences, Kansas City, MO, 64106, USA
| | - Fatimah Aljubran
- Department of Molecular and Integrative Physiology, Institute for Reproductive and Perinatal Sciences, University of Kansas Medical Center, Kansas City, KS, 66160, USA
| | - Warren B Nothnick
- Department of Molecular and Integrative Physiology, Institute for Reproductive and Perinatal Sciences, University of Kansas Medical Center, Kansas City, KS, 66160, USA. .,Department of Obstetrics and Gynecology, Institute for Reproductive and Perinatal Sciences, University of Kansas Medical Center, Kansas City, KS, 66160, USA. .,Center for Reproductive Sciences, Institute for Reproductive and Perinatal Sciences, University of Kansas Medical Center, Kansas City, KS, 66160, USA.
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Tereshchenko LG, Howell SJ, Stivland TM, Stein K, Ellenbogen KA. REPLY: Reshaping Patient Outcomes With Machine Learning. JACC Clin Electrophysiol 2021; 7:1623-1624. [PMID: 34949428 PMCID: PMC8744148 DOI: 10.1016/j.jacep.2021.09.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 09/29/2021] [Indexed: 11/15/2022]
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Haq KT, Lutz KJ, Peters KK, Craig NE, Mitchell E, Desai AK, Stencel NWL, Soliman EZ, Lima JAC, Tereshchenko LG. Reproducibility of global electrical heterogeneity measurements on 12-lead ECG: The Multi-Ethnic Study of Atherosclerosis. J Electrocardiol 2021; 69:96-104. [PMID: 34626835 PMCID: PMC8627471 DOI: 10.1016/j.jelectrocard.2021.09.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 09/19/2021] [Accepted: 09/22/2021] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Vectorcardiographic (VCG) global electrical heterogeneity (GEH) metrics showed clinical usefulness. We aimed to assess the reproducibility of GEH metrics. METHODS GEH was measured on two 10-s 12‑lead ECGs recorded on the same day in 4316 participants of the Multi-Ethnic Study of Atherosclerosis (age 69.4 ± 9.4 y; 2317(54%) female, 1728 (40%) white, 1138(26%) African-American, 519(12%) Asian-American, 931(22%) Hispanic-American). GEH was measured on a median beat, comprised of the normal sinus (N), atrial fibrillation/flutter (S), and ventricular-paced (VP) beats. Spatial ventricular gradient's (SVG's) scalar was measured as sum absolute QRST integral (SAIQRST) and vector magnitude QT integral (VMQTi). RESULTS Two N ECGs with heart rate (HR) bias of -0.64 (95% limits of agreement [LOA] -5.68 to 5.21) showed spatial area QRS-T angle (aQRST) bias of -0.12 (95%LOA -14.8 to 14.5). Two S ECGs with HR bias of 0.20 (95%LOA -15.8 to 16.2) showed aQRST bias of 1.37 (95%LOA -33.2 to 35.9). Two VP ECGs with HR bias of 0.25 (95%LOA -3.0 to 3.5) showed aQRST bias of -1.03 (95%LOA -11.9 to 9.9). After excluding premature atrial or ventricular beat and two additional beats (before and after extrasystole), the number of cardiac beats included in a median beat did not affect the GEH reproducibility. Mean-centered log-transformed values of SAIQRST and VMQTi demonstrated perfect agreement (Bias 0; 95%LOA -0.092 to 0.092). CONCLUSION GEH measurements on N, S, and VP median beats are reproducible. SVG's scalar can be measured as either SAIQRST or VMQTi. SIGNIFICANCE Satisfactory reproducibility of GEH metrics supports their implementation.
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Affiliation(s)
- Kazi T Haq
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Katherine J Lutz
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Kyle K Peters
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Natalie E Craig
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Evan Mitchell
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Anish K Desai
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Nathan W L Stencel
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America
| | - Elsayed Z Soliman
- Epidemiological Cardiology Research Center, Division of Public Health Sciences and Department of Medicine, Cardiology Section, Wake Forest School of Medicine, Winston Salem, NC, United States of America
| | - João A C Lima
- Cardiovascular Division, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States of America
| | - Larisa G Tereshchenko
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, United States of America; Cardiovascular Division, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, United States of America.
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Howell S, Stivland TM, Stein K, Ellenbogen K, Tereshchenko LG. Response to cardiac resynchronisation therapy in men and women: a secondary analysis of the SMART-AV randomised controlled trial. BMJ Open 2021; 11:e049017. [PMID: 34706949 PMCID: PMC8552143 DOI: 10.1136/bmjopen-2021-049017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVES There is a controversy about whether both sexes' response to cardiac resynchronisation therapy (CRT) is similar. We aimed to assess a causal effect of sex on CRT response. DESIGN Secondary analysis of a randomised controlled trial (RCT) data. Doubly robust augmented-inverse-probability-weighted (AIPW) estimation of sex effect on CRT response. SETTING The SmartDelay Determined Atrioventricular (AV) Optimisation (SMART-AV) RCT. PARTICIPANTS The SMART-AV RCT enrolled New York Heart Association class III-IV patients with heart failure (HF) with left ventricular ejection fraction (LVEF) ≤35% despite optimal medical therapy and QRS duration ≥120 ms, in sinus rhythm. After exclusion of those with missing outcome or covariates, 741 participants (age 66±11 years; 33% female; 78% white; LVEF 28%±9%; 58% ischaemic cardiomyopathy; 75% left bundle branch block; left ventricular end-systolic volume index (LVESVI) 65±30 mL/m2) were included. INTERVENTIONS Implanted CRT defibrillator with randomly assigned AV delay as either (1) fixed at 120 ms, or (2) echocardiography-determined, or (3) SmartDelay algorithm-programmed. OUTCOME A composite of freedom from death and HF hospitalisation and a >15% reduction in LVESVI at 6 month post-CRT was the endpoint. RESULTS The primary endpoint was met by 337 patients (45.5%); 134 were women (55.6% response) and 203 were men (40.6% response); p<0.0001. After conditioning for 33 covariates that included baseline demographic, clinical, ECG, echocardiographic and biomarker characteristics, known predictors of CRT response, logistic regression showed a higher probability for composite CRT response for women versus men (OR 1.79; 95% CI 1.08 to 2.98; p<0.0001), whereas AIPW estimation showed no difference in CRT response (average treatment effect 0.88; 95% CI 0.41 to 1.89; p=0.739). After removing colliders from the model, both logistic regression (OR 1.00; 95% CI 0.69 to 1.44) and AIPW (ATE 1.06; 95% CI 0.96 to 1.16) reported similar results. CONCLUSIONS Both sexes' response to CRT is similar. Sex differences in HF substrate, treatment and comorbidities explain sex disparities in CRT outcomes. TRIAL REGISTRATION NUMBER ClinicalTrials.gov Identifier; NCT00677014.
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Affiliation(s)
- Stacey Howell
- Department of Medicine, Oregon Health & Science University School of Medicine, Portland, Oregon, USA
| | | | - Kenneth Stein
- Boston Scientific Corp, Marlborough, Massachusetts, USA
| | - Kenneth Ellenbogen
- Department of Medicine, Medical College of Virginia, Richmond, Virginia, USA
| | - Larisa G Tereshchenko
- Department of Medicine, Oregon Health & Science University School of Medicine, Portland, Oregon, USA
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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10
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Johnson JA, Haq KT, Lutz KJ, Peters KK, Paternostro KA, Craig NE, Stencel NWL, Hawkinson LF, Khayyat-Kholghi M, Tereshchenko LG. Electrophysiological ventricular substrate of stroke: a prospective cohort study in the Atherosclerosis Risk in Communities (ARIC) study. BMJ Open 2021; 11:e048542. [PMID: 34479935 PMCID: PMC8420653 DOI: 10.1136/bmjopen-2020-048542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 08/16/2021] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVES The goal of the study was to determine an association of cardiac ventricular substrate with thrombotic stroke (TS), cardioembolic stroke (ES) and intracerebral haemorrhage (ICH). DESIGN Prospective cohort study. SETTING The Atherosclerosis Risk in Communities (ARIC) study in 1987-1989 enrolled adults (45-64 years), selected as a probability sample from four US communities (Minneapolis, Minnesota; Washington, Maryland; Forsyth, North Carolina; Jackson, Mississippi). Visit 2 was in 1990-1992, visit 3 in 1993-1995, visit 4 in 1996-1998 and visit 5 in 2011-2013. PARTICIPANTS ARIC participants with analysable ECGs and no history of stroke were included (n=14 479; age 54±6 y; 55% female; 24% black). Ventricular substrate was characterised by cardiac memory, spatial QRS-T angle (QRS-Ta), sum absolute QRST integral (SAIQRST), spatial ventricular gradient magnitude (SVGmag), premature ventricular contractions (PVCs) and tachycardia-dependent intermittent bundle branch block (TD-IBBB) on 12-lead ECG at visits 1-5. OUTCOME Adjudicated TS included a first definite or probable thrombotic cerebral infarction, ES-a first definite or probable non-carotid cardioembolic brain infarction. Definite ICH was included if it was the only stroke event. RESULTS Over a median 24.5 years follow-up, there were 899 TS, 400 ES and 120 ICH events. Cox proportional hazard risk models were adjusted for demographics, cardiovascular disease, risk factors, atrial fibrillation, atrial substrate and left ventricular hypertrophy. After adjustment, PVCs (HR 1.72; 95% CI 1.02 to 2.92), QRS-Ta (HR 1.15; 95% CI 1.03 to 1.28), SAIQRST (HR 1.20; 95% CI 1.07 to 1.34) and time-updated SVGmag (HR 1.19; 95% CI 1.08 to 1.32) associated with ES. Similarly, PVCs (HR 1.53; 95% CI 1.03 to 2.26), QRS-Ta (HR 1.08; 95% CI 1.01 to 1.16), SAIQRST (HR 1.07; 95% CI 1.01 to 1.14) and time-updated SVGmag (HR 1.11; 95% CI 1.04 to 1.19) associated with TS. TD-IBBB (HR 3.28; 95% CI 1.03 to 10.46) and time-updated SVGmag (HR 1.23; 95% CI 1.03 to 1.47) were associated with ICH. CONCLUSIONS PVC burden (reflected by cardiac memory) is associated with ischaemic stroke. Transient cardiac memory (likely through TD-IBBB) precedes ICH.
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Affiliation(s)
- John A Johnson
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Kazi T Haq
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Katherine J Lutz
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Kyle K Peters
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Kevin A Paternostro
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Natalie E Craig
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Nathan W L Stencel
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Lila F Hawkinson
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Maedeh Khayyat-Kholghi
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Larisa G Tereshchenko
- Department of Medicine, Cardiovascular Division or Knight Cardiovascular Institute, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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11
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Pollard JD, Haq KT, Lutz KJ, Rogovoy NM, Paternostro KA, Soliman EZ, Maher J, Lima JA, Musani S, Tereshchenko LG. Sex differences in vectorcardiogram of African-Americans with and without cardiovascular disease: a cross-sectional study in the Jackson Heart Study cohort. BMJ Open 2021; 11:e042899. [PMID: 33518522 PMCID: PMC7852937 DOI: 10.1136/bmjopen-2020-042899] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 12/19/2020] [Accepted: 01/11/2021] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES We hypothesised that (1) the prevalent cardiovascular disease (CVD) is associated with global electrical heterogeneity (GEH) after adjustment for demographic, anthropometric, socioeconomic and traditional cardiovascular risk factors, (2) there are sex differences in GEH and (3) sex modifies an association of prevalent CVD with GEH. DESIGN Cross-sectional, cohort study. SETTING Prospective African-American The Jackson Heart Study (JHS) with a nested family cohort in 2000-2004 enrolled residents of the Jackson, Mississippi metropolitan area. PARTICIPANTS Participants from the JHS with analysable ECGs recorded in 2009-2013 (n=3679; 62±12 y; 36% men; 863 family units). QRS, T and spatial ventricular gradient (SVG) vectors' magnitude and direction, spatial QRS-T angle and sum absolute QRST integral (SAI QRST) were measured. OUTCOME Prevalent CVD was defined as the history of (1) coronary heart disease defined as diagnosed/silent myocardial infarction, or (2) revascularisation procedure defined as prior coronary/peripheral arterial revascularisation, or (3) carotid angioplasty/carotid endarterectomy, or (4) stroke. RESULTS In adjusted mixed linear models, women had a smaller spatial QRS-T angle (-12.2 (95% CI -19.4 to -5.1)°; p=0.001) and SAI QRST (-29.8 (-39.3 to -20.3) mV*ms; p<0.0001) than men, but larger SVG azimuth (+16.2(10.5-21.9)°; p<0.0001), with a significant random effect between families (+20.8 (8.2-33.5)°; p=0.001). SAI QRST was larger in women with CVD as compared with CVD-free women or men (+15.1 (3.8-26.4) mV*ms; p=0.009). Men with CVD had a smaller T area (by 5.1 (95% CI 1.2 to 9.0) mV*ms) and T peak magnitude (by 44 (95%CI 16 to 71) µV) than CVD-free men. T vectors pointed more posteriorly in women as compared with men (peak T azimuth + 17.2(8.9-25.6)°; p<0.0001), with larger sex differences in T azimuth in some families by +26.3(7.4-45.3)°; p=0.006. CONCLUSIONS There are sex differences in the electrical signature of CVD in African-American men and women. There is a significant effect of unmeasured genetic and environmental factors on cardiac repolarisation.
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Affiliation(s)
- James D Pollard
- University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Kazi T Haq
- Department of Medicine, Cardiovascular Division, Oregon Health & Science University School of Medicine, Portland, Oregon, USA
| | - Katherine J Lutz
- Department of Medicine, Cardiovascular Division, Oregon Health & Science University School of Medicine, Portland, Oregon, USA
| | - Nichole M Rogovoy
- Department of Medicine, Cardiovascular Division, Oregon Health & Science University School of Medicine, Portland, Oregon, USA
| | - Kevin A Paternostro
- Department of Medicine, Cardiovascular Division, Oregon Health & Science University School of Medicine, Portland, Oregon, USA
| | - Elsayed Z Soliman
- Epidemiological Cardiology Research Center, Division of Public Health Sciences and Department of Medicine, Cardiology Section, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Joseph Maher
- University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Joao Ac Lima
- Department of Medicine, Cardiovascular Division, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Solomon Musani
- University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Larisa G Tereshchenko
- Department of Medicine, Cardiovascular Division, Oregon Health & Science University School of Medicine, Portland, Oregon, USA
- Department of Medicine, Cardiovascular Division, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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