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Multifractality and scale invariance in human heartbeat dynamics
Emily S C Ching1, Yue-Kin Tsang
1Department of Physics and Institute of Theoretical Physics, The Chinese University of Hong Kong, Shatin, Hong Kong.
Insights
Human heart rate variability exhibits multifractality. This study clarifies scale invariance in detrended interbeat interval sums, a key feature of healthy and pathological human heartbeat dynamics.
Area of Science:
- Physiology
- Complex Systems Analysis
- Nonlinear Dynamics
Background:
- Human heart rate (HR) displays complex fluctuations, with evidence of multifractality in healthy states.
- Multifractality in HR variability may manifest as scale-dependent probability density functions (PDFs) of interbeat interval increments.
- Previous studies reported scale invariance in detrended HR increments, but the precise nature requires clarification.
Purpose of the Study:
- To clarify the nature of scale invariance in detrended human heart rate fluctuations.
- To differentiate between scale invariance in interbeat interval increments versus sums of detrended intervals.
- To investigate the general applicability of observed dynamics in both healthy and pathological human heartbeats.
Main Methods:
- Analysis of probability density functions (PDFs) of detrended interbeat interval increments.
- Examination of the scale or n-dependence of these PDFs.
- Comparison of dynamics in healthy and pathological human heart rate data.
Main Results:
- Scale invariance is exhibited by the PDFs of the sum of n detrended interbeat intervals, not the increments themselves.
- Detrended healthy interbeat interval increments show scale or n-dependence, consistent with multifractality.
- The n-independence of the PDFs of summed detrended intervals is a universal characteristic of human heartbeat dynamics.
Conclusions:
- The reported scale invariance in detrended HR dynamics pertains to the sums of detrended interbeat intervals.
- Human heartbeat dynamics exhibit multifractality, characterized by scale-dependent PDFs of increments.
- The scale invariance of summed detrended intervals is a robust feature across healthy and pathological human heart rate fluctuations.
Abstract:
Human heart rate is known to display complex fluctuations. Evidence of multifractality in heart rate fluctuations in healthy state has been reported [Ivanov, Nature (London) 399, 461 (1999)]. This multifractal character could be manifested as the dependence of the probability density functions (PDFs) of the interbeat interval increments, which are the differences in two interbeat intervals that are separated by n beats, on n . On the other hand, "scale invariance in the PDFs of detrended healthy human heart rate increments" was recently reported [Kiyono, Phys. Rev. Lett. 93, 178103 (2004)]. In this paper, we clarify that the scale invariance reported is actually exhibited by the PDFs of the increments of the "detrended" integrated healthy interbeat interval and should, therefore, be more accurately referred as the scale invariance or n independence of the PDFs of the sum of n detrended interbeat intervals. Indeed, we demonstrate explicitly that the PDFs of detrended healthy interbeat interval increments are scale or n dependent in accord with its multifractal character. Our work also establishes that this n independence of the PDFs of the sum of n detrended interbeat intervals is a general feature of human heartbeat dynamics, shared by heart rate fluctuations in both healthy and pathological states.
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