Literature DB >> 21568832

Assessing the fractal structure of heart rate by the temporal spectrum of scale exponents: a new approach for detrended fluctuation analysis of heart rate variability.

Paolo Castiglioni1, Gianfranco Parati, Carolina Lombardi, Luc Quintin, Marco Di Rienzo.   

Abstract

Detrended fluctuation analysis (DFA) is the most popular method for assessing the fractal characteristics of heart rate (HR). Traditionally, short-term and long-term scale coefficients, α(1) and α(2), are calculated from DFA. We recently showed that the traditional approach oversimplifies a more complex phenomenon better represented by a continuous spectrum of scale coefficients. In this paper we present a DFA based method for describing the HR fractal dynamics with a temporal spectrum of scale exponents, α(t), rather than by a model of lumped parameters, α(1) and α(2). Since α(t) is a function of the temporal scale, its interpretation is facilitated when conditions with different mean HR are compared. In this work, we reanalyze HR data, collected by our group in previous studies, by applying the proposed α(t) spectrum. We quantify the effects of gender, ageing, posture and activity level, and the alterations induced by exposure to high and very-high altitude hypoxia, on α(t). Most of the results may be interpreted in terms of changes of cardiac autonomic regulation, and indicate clearly that the new proposed DFA spectrum provides a more faithful and interpretable description of the HR fractal dynamics than traditional α(1) and α(2) scale coefficients.

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Year:  2011        PMID: 21568832     DOI: 10.1515/BMT.2011.010

Source DB:  PubMed          Journal:  Biomed Tech (Berl)        ISSN: 0013-5585            Impact factor:   1.411


  5 in total

1.  Autonomic modulations of heart rate variability and performances in short-distance elite swimmers.

Authors:  Giampiero Merati; Martina Anna Maggioni; Pietro Luigi Invernizzi; Claudio Ciapparelli; Luca Agnello; Arsenio Veicsteinas; Paolo Castiglioni
Journal:  Eur J Appl Physiol       Date:  2014-12-04       Impact factor: 3.078

2.  Acute Modification of Cardiac Autonomic Function of High-Intensity Interval Training in Collegiate Male Soccer Players with Different Chronotype: A Cross-Over Study.

Authors:  Matteo Bonato; Luca Agnello; Letizia Galasso; Angela Montaruli; Eliana Roveda; Giampiero Merati; Antonio La Torre; Jacopo A Vitale
Journal:  J Sports Sci Med       Date:  2017-06-01       Impact factor: 2.988

3.  Day and Night Changes of Cardiovascular Complexity: A Multi-Fractal Multi-Scale Analysis.

Authors:  Paolo Castiglioni; Stefano Omboni; Gianfranco Parati; Andrea Faini
Journal:  Entropy (Basel)       Date:  2020-04-18       Impact factor: 2.524

4.  Using complexity metrics with R-R intervals and BPM heart rate measures.

Authors:  Sebastian Wallot; Riccardo Fusaroli; Kristian Tylén; Else-Marie Jegindø
Journal:  Front Physiol       Date:  2013-08-13       Impact factor: 4.566

5.  Hemodynamic and Autonomic Response to Different Salt Intakes in Normotensive Individuals.

Authors:  Paolo Castiglioni; Gianfranco Parati; Davide Lazzeroni; Matteo Bini; Andrea Faini; Lorenzo Brambilla; Valerio Brambilla; Paolo Coruzzi
Journal:  J Am Heart Assoc       Date:  2016-08-08       Impact factor: 5.501

  5 in total

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