Point Process Heart Rate Variability Assessment during Sleep Deprivation.
Year: 2010
Type: article
Abstract: To investigate the potential relationships between Heart rate variability (HRV) and objective performance-subjective alertness measures during sleep deprivation, a novel point process algorithm was applied to ECG data from healthy young subjects in a 52-hour Constant Routine protocol, which includes sleep deprivation. Our algorithm is able to estimate the time-varying behavior of the HRV spectral indexes in an on-line instantaneous fashion. Results demonstrate the ability of our framework to provide high time-resolution sympatho-vagal dynamics as measured by spectral low frequency (LF) and high frequency (HF) power. Correlation analysis on individual subjects reveals a relevant correspondence between LF/HF and subjective alertness during the initial hours of sleep deprivation. At longer times awake, high correlation levels between LF/HF and objective performance indicate an increasing sympathetic drive as performance measures worsen. These results suggest that our point-process based HRV assessment could aid in real-time prediction of performance-alertness.
Source: PubMed
Authors: L Citi, Eb Klerman, En Brown, R Barbieri
Language: English
Subfield: Cardiology and Cardiovascular Medicine
Field: Medicine
Domain: Health Sciences
Open Access status: green
Funders: National Aeronautics and Space Administration, Deutsches Krebsforschungszentrum, National Space Biomedical Research Institute, National Institutes of Health, National Institute on Aging, National Heart, Lung, and Blood Institute, National Institute on Drug Abuse, National Center for Research Resources, Eunice Kennedy Shriver National Institute of Child Health and Human Development
Awards: G1357089762, Sleep Duration Required to Restore Performance during Chronic Sleep Restriction, Point Process Models of Human Heart Beat Interval Dynamics, A Systems Neuroscience Approach for the Study of General Anesthesia, Human circadian sensitivity to very short light pulses, G4770261233, Sleep, Aging and Circadian Rhythm Disorders, Impact of Sleep Disruption on Menstrual Cycle Dynamics, G690245692, NATIONAL SPACE BIOMEDICAL RESEARCH INSTITUTE, G8011426225, Dynamic Signal Processing Analyses of Neural Plasticity, G816501378, G8758724537, G8788630870, G9000118385
OpenAlex ID: W2152165121
