title: Influence of Heart Rate in Non-linear HRV Indices as a Sampling Rate Effect Evaluated on Supine and Standing.
abstract: The purpose of this study is to characterize and attenuate the influence of mean heart rate (HR) on nonlinear heart rate variability (HRV) indices (correlation dimension, sample, and approximate entropy) as a consequence of being the HR the intrinsic sampling rate of HRV signal. This influence can notably alter nonlinear HRV indices and lead to biased information regarding autonomic nervous system (ANS) modulation. First, a simulation study was carried out to characterize the dependence of nonlinear HRV indices on HR assuming similar ANS modulation. Second, two HR-correction approaches were proposed: one based on regression formulas and another one based on interpolating RR time series. Finally, standard and HR-corrected HRV indices were studied in a body position change database. The simulation study showed the HR-dependence of non-linear indices as a sampling rate effect, as well as the ability of the proposed HR-corrections to attenuate mean HR influence. Analysis in a body position changes database shows that correlation dimension was reduced around 21% in median values in standing with respect to supine position (p< 0.05), concomitant with a 28% increase in mean HR (p< 0.05). After HR-correction, correlation dimension decreased around 18% in standing with respect to supine position, being the decrease still significant. Sample and approximate entropy showed similar trends. HR-corrected nonlinear HRV indices could represent an improvement in their applicability as markers of ANS modulation when mean HR changes.
authors.affiliation: Centro de Investigación Biomédica en Red Bioingeniería, Biomateriales y NanomedicinaZaragoza, Spain; BSICoS Group, Aragón Institute of Engineering Research (I3A), ISS Aragón, Universidad de ZaragozaZaragoza, Spain.
authors.forename: Juan
authors.initials: J
authors.lastname: Bolea
authors.affiliation: Centro de Investigación Biomédica en Red Bioingeniería, Biomateriales y NanomedicinaZaragoza, Spain; BSICoS Group, Aragón Institute of Engineering Research (I3A), ISS Aragón, Universidad de ZaragozaZaragoza, Spain.
authors.forename: Esther
authors.initials: E
authors.lastname: Pueyo
authors.affiliation: Institute of Cardiovascular Science, University College London London, UK.
authors.forename: Michele
authors.initials: M
authors.lastname: Orini
authors.affiliation: Centro de Investigación Biomédica en Red Bioingeniería, Biomateriales y NanomedicinaZaragoza, Spain; BSICoS Group, Aragón Institute of Engineering Research (I3A), ISS Aragón, Universidad de ZaragozaZaragoza, Spain.
authors.forename: Raquel
authors.initials: R
authors.lastname: Bailón
keywords: ANS; D2; HR-correction; HRV; entropy; nonlinear; sampling rate