4.6 Article

Heart Rate Fragmentation as a Novel Biomarker of Adverse Cardiovascular Events: The Multi-Ethnic Study of Atherosclerosis

Journal

FRONTIERS IN PHYSIOLOGY
Volume 9, Issue -, Pages -

Publisher

FRONTIERS MEDIA SA
DOI: 10.3389/fphys.2018.01117

Keywords

aging; alternans; heart failure; heart rate fragmentation; heart rate variability; sino-atrial node; symbolic dynamics; vagal tone

Categories

Funding

  1. National Heart, Lung, and Blood Institute [HHSN268201500003I, N01-HC-95159, N01-HC-95160, N01-HC-95161, N01-HC-95162, N01-HC-95163, N01-HC-95164, N01-HC-95165, N01-HC-95166, N01-HC-95167, N01-HC-95168, N01-HC-95169, R35HL135818]
  2. G. Harold and Leila Y. Mathers Charitable Foundation
  3. James S. McDonnell Foundation
  4. NIH [R01GM104987, R24HL114473, R01HL127659]
  5. [R01HL098433]

Ask authors/readers for more resources

Background: A major objective of precision medicine is the elucidation of non-invasive biomarkers of cardiovascular (CV) risk. Recently, we introduced a new dynamical marker of sino-atrial instability, termed heart rate fragmentation (HRF), which outperformed traditional and nonlinear heart rate variability metrics in separating ostensibly healthy subjects from patients with coronary artery disease. Accordingly, we hypothesized that HRF may be a dynamical biomarker of adverse cardiovascular events (CVEs). Methods: This study employed data from a cohort of participants in the Multi-Ethnic Study of Atherosclerosis (MESA), a prospective study of sub-clinical heart disease. Interbeat interval time series (n = 1963), derived from the electrocardiographic channel of the polysomnogram study, were analyzed using the newly introduced metrics of fragmentation, as well as traditional heart rate variability (HRV) indices and the short-term detrended fluctuation analysis exponent. Cox regression analysis was used to assess the association between HR dynamic indices and CV outcomes in unadjusted and adjusted models. Results: The mean (+/- SD) follow-up time was 2.97 +/- 0.63 years. In adjusted models, higher fragmentation was significantly associated with incident CVEs (number of events; hazard ratio [95% confidence interval]: n = 72, 1.43 [1.16-1.76]) and CV death (n = 21; 1.65 [1.15-2.36]). The traditional HRV and the fractal indices were not associated with CVEs or CV death. The most discriminatory fragmentation indices added significant value to Framingham and MESA CV risk indices in all analyses. Conclusion: Our findings show that HRF has promise as a non-invasive, automatable biomarker of CV risk. The basic mechanisms underlying fragmentation remain to be delineated. Its association with incident outcomes raises the possibility of connections to degenerative changes in the multisystem network controlling SAN function.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Cardiac & Cardiovascular Systems

Relation of Atrial Fibrillation to Cognitive Decline (from the REasons for Geographic and Racial Differences in Stroke [REGARDS] Study)

Margie J. Bailey, Elsayed Z. Soliman, Leslie A. McClure, George Howard, Virginia J. Howard, Suzanne E. Judd, Frederick W. Unverzagt, Virginia Wadley, Bonnie C. Sachs, Timothy M. Hughes

Summary: This study of 25,980 black and white adults found that atrial fibrillation (AF) was associated with poorer baseline cognitive performance and incident cognitive impairment. Factors such as race, sex, and incident stroke were also found to modify the relationship between AF and cognitive decline. Adjustment for cardiovascular risk factors weakened the associations, except in the domain of learning.

AMERICAN JOURNAL OF CARDIOLOGY (2021)

Article Cardiac & Cardiovascular Systems

Short-term repeatability of the peguero-lo presti electrocardiographic left ventricular hypertrophy criteria

Dominique Drager, Elsayed Z. Soliman, Michelle L. Meyer, Zhu-Ming Zhang, Alvaro Alonso, Gerardo Heiss, Eric A. Whitsel

Summary: The Peguero-Lo Presti ECG-LVH criteria demonstrate excellent repeatability and agreement, supporting their utility in clinical and epidemiological studies.

ANNALS OF NONINVASIVE ELECTROCARDIOLOGY (2021)

Article Cardiac & Cardiovascular Systems

Subclinical myocardial injury and cardiovascular mortality: Racial differences in prevalence and risk (from the third National Health and Nutrition Examination survey)

Stephen T. Broughton, Muhammad Ahmad, Elsayed Z. Soliman, Jared W. Magnani

Summary: SCMI prevalence and its association with cardiovascular mortality differ by race, with Mexican Americans having a lower prevalence but increased risk of cardiovascular mortality. Screening for SCMI may help identify individuals at higher risk.

ANNALS OF NONINVASIVE ELECTROCARDIOLOGY (2021)

Editorial Material Cardiac & Cardiovascular Systems

Association of P-Wave Abnormalities With Sudden Cardiac and Cardiovascular Death The ARIC Study

Ankit Maheshwari, Faye L. Norby, Elsayed Z. Soliman, Alvaro Alonso, Nona Sotoodehnia, Lin Y. Chen

CIRCULATION-ARRHYTHMIA AND ELECTROPHYSIOLOGY (2021)

Article Endocrinology & Metabolism

Risk Factors for Longitudinal Resting Heart Rate and Its Associations With Cardiovascular Outcomes in the DCCT/EDIC Study

Sareh Keshavarzi, Barbara H. Braffett, Rodica Pop-Busui, Trevor J. Orchard, Elsayed Z. Soliman, Gayle M. Lorenzi, Annette Barnie, Amy B. Karger, Rose A. Gubitosi-Klug, Samuel Dagogo-Jack, Andrew D. Paterson

Summary: Individuals with diabetes have higher resting heart rate compared with those without, which may be predictive of long-term cardiovascular disease (CVD) risk. Using data from the DCCT/EDIC) study, the study evaluated the effect of intensive versus conventional diabetes therapy on heart rate, and the predictive value of heart rate on future CVD risk. The research found that intensive therapy can lower heart rate among diabetic patients and that heart rate can independently predict the risk of CVD.

DIABETES CARE (2021)

Article Cardiac & Cardiovascular Systems

Multiple Blood Biomarkers and Stroke Risk in Atrial Fibrillation: The REGARDS Study

Matthew J. Singleton, Ya Yuan, Farah Z. Dawood, George Howard, Suzanne E. Judd, Neil A. Zakai, Virginia J. Howard, David M. Herrington, Elsayed Z. Soliman, Mary Cushman

Summary: This study found that circulating stroke risk biomarkers such as cystatin C, factor VIII antigen, interleukin-6, and NT-proBNP were associated with stroke risk in atrial fibrillation patients. A multimarker risk score incorporating these biomarkers was developed, showing improved predictive accuracy for stroke risk in atrial fibrillation.

JOURNAL OF THE AMERICAN HEART ASSOCIATION (2021)

Article Cardiac & Cardiovascular Systems

Left Atrial Remodeling and Stroke in Patients With Sinus Rhythm and Normal Ejection Fraction: ARIC-NCS

Francesco Bianco, Raffaele De Caterina, Alvin Chandra, Iolanda Aquila, Brian Claggett, Michelle C. Johansen, Alexandra Goncalves, Faye L. Norby, Rebecca Cogswell, Elsayed Z. Soliman, Rebecca Gottesman, Thomas Mosley, Alvaro Alonso, Amil Shah, Scott D. Solomon, Lin Yee Chen

Summary: The study found that age-related left atrial structural and functional abnormalities are associated with subclinical cerebral infarcts (SCIs) and stroke in elderly patients. The deterioration of LA global longitudinal strain and E/e' divided by LA global longitudinal strain is related to age increment and increased odds of SCIs and stroke.

JOURNAL OF THE AMERICAN HEART ASSOCIATION (2022)

Article Neurosciences

Continuous cardiac rhythm monitoring post-stroke: A feasibility study in REGARDS

Naga Venkata K. Pothineni, Elsayed Z. Soliman, Mary Cushman, George Howard, Virginia J. Howard, Scott E. Kasner, Suzanne Judd, J. David Rhodes, Francis E. Marchlinski, Rajat Deo

Summary: This study examined the feasibility of telephone guided, mail-in ambulatory long-term cardiac rhythm monitoring in Black and White stroke survivors, and found a high prevalence of arrhythmias among those who completed monitoring.

JOURNAL OF STROKE & CEREBROVASCULAR DISEASES (2022)

Letter Cardiac & Cardiovascular Systems

Inflammation and Incident Conduction Disease

Emilie K. Frimodt-Moller, John S. Gottdiener, Elsayed Z. Soliman, Jorge R. Kizer, Eric Vittinghoff, Bruce M. Psaty, Tor Biering-Sorensen, Gregory M. Marcus

JOURNAL OF THE AMERICAN HEART ASSOCIATION (2023)

Article Cardiac & Cardiovascular Systems

Relationship between premature ventricular complexes and stroke mortality in the general population

Muhammad Imtiaz Ahmad, Mai Z. Soliman, Elsayed Z. Soliman

Summary: The presence of premature ventricular complexes (PVCs) is associated with an increased risk of stroke mortality, particularly in individuals with coronary heart disease (CHD). Prospective studies are needed to investigate whether improved hospital care or modification of PVCs could improve outcomes.

JOURNAL OF ELECTROCARDIOLOGY (2023)

Article Nutrition & Dietetics

Circulating Magnesium and Risk of Major Adverse Cardiac Events among Patients with Atrial Fibrillation in the ARIC Cohort

Linzi Li, Pamela L. Lutsey, Lin Yee Chen, Elsayed Z. Soliman, Mary R. Rooney, Alvaro Alonso

Summary: Higher serum magnesium is associated with a lower risk of cardiovascular events, especially myocardial infarction, in patients with atrial fibrillation.

NUTRIENTS (2023)

Meeting Abstract Cardiac & Cardiovascular Systems

ASSOCIATION OF RESTING HEART RATE WITH INCIDENT DEMENTIA AND MILD COGNITIVE IMPAIRMENT: SPRINT

Matthew J. Singleton, Elsayed Soliman, Timothy Hughes, Ghanshyam Shantha, Prashant Bhave, Elijah Beaty, Sean Whalen, Joseph Yeboah

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY (2021)

Meeting Abstract Cardiac & Cardiovascular Systems

P-WAVE SIGNAL AVERAGED ECGREFERENCE VALUES, CLINICAL CORRELATES, AND HERITABILITY IN THE FRAMINGHAM HEART STUDY

Jelena Kornej, Jared Magnani, Sarah R. Preis, Elsayed Soliman, Ludovic Trinquart, Darae Ko, Emelia Benjamin, Honghuang Lin

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY (2021)

Meeting Abstract Cardiac & Cardiovascular Systems

ARTIFICIAL INTELLIGENCE APPLIED TO ECG IMPROVES HEART FAILURE PREDICTION ACCURACY

Oguz Akbilgic, Liam Butler, Ibrahim Karabayir, Patricia Chang, Dalane Kitzman, Alvaro Alonso, Lin Chen, Elsayed Soliman

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY (2021)

Meeting Abstract Cardiac & Cardiovascular Systems

SECONDHAND SMOKE IS ASSOCIATED WITH PREVALENT HEART FAILURE: THE THIRD NATIONAL HEALTH AND NUTRITION EXAMINATION SURVEY

Travis Skipina, Bharathi Upadhya, Elsayed Soliman

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY (2021)

No Data Available