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Low-Pass Filtering Approach via Empirical Mode Decomposition Improves Short-Scale Entropy-Based Complexity Estimation of QT Interval Variability in Long QT Syndrome Type 1 Patients
- Source :
- Entropy, Volume 16, Issue 9, Pages 4839-4854, Entropy 16, 4839-4854 (2014), Entropy, Vol 16, Iss 9, Pp 4839-4854 (2014)
- Publication Year :
- 2014
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2014.
-
Abstract
- Entropy-based complexity of cardiovascular variability at short time scales is largely dependent on the noise and/or action of neural circuits operating at high frequencies. This study proposes a technique for canceling fast variations from cardiovascular variability, thus limiting the effect of these overwhelming influences on entropy-based complexity. The low-pass filtering approach is based on the computation of the fastest intrinsic mode function via empirical mode decomposition (EMD) and its subtraction from the original variability. Sample entropy was exploited to estimate complexity. The procedure was applied to heart period (HP) and QT (interval from Q-wave onset to T-wave end) variability derived from 24-hour Holter recordings in 14 non-mutation carriers (NMCs) and 34 mutation carriers (MCs) subdivided into 11 asymptomatic MCs (AMCs) and 23 symptomatic MCs (SMCs). All individuals belonged to the same family developing long QT syndrome type 1 (LQT1) via KCNQ1-A341V mutation. We found that complexity indexes computed over EMD-filtered QT variability differentiated AMCs from NMCs and detected the effect of beta-blocker therapy, while complexity indexes calculated over EMD-filtered HP variability separated AMCs from SMCs. The EMD-based filtering method enhanced features of the cardiovascular control that otherwise would have remained hidden by the dominant presence of noise and/or fast physiological variations, thus improving classification in LQT1.
- Subjects :
- Long QT syndrome
General Physics and Astronomy
lcsh:Astrophysics
sample entropy
030204 cardiovascular system & hematology
Cardiovascular control
QT interval
Hilbert–Huang transform
03 medical and health sciences
0302 clinical medicine
lcsh:QB460-466
medicine
EMD
Entropy (information theory)
Heart rate variability
beta-blocker therapy
lcsh:Science
Simulation
LQT1
cardiovascular control
Mathematics
autonomic nervous system
Subtraction
KCNQ1-A341V mutation
heart rate variability
MED/11 - MALATTIE DELL'APPARATO CARDIOVASCOLARE
medicine.disease
lcsh:QC1-999
Sample entropy
Autonomic Nervous System
Beta-blocker Therapy
Cardiovascular Control
Emd
Heart Rate Variability
Kcnq1-a341v Mutation
Lqt1
Sample Entropy
lcsh:Q
Algorithm
030217 neurology & neurosurgery
lcsh:Physics
Subjects
Details
- Language :
- English
- ISSN :
- 10994300
- Database :
- OpenAIRE
- Journal :
- Entropy
- Accession number :
- edsair.doi.dedup.....f256d3e366013bbb2f7d02b3461c1661
- Full Text :
- https://doi.org/10.3390/e16094839