Medical Engineering & Physics 28 (2006) 297–303
Complex character analysis of heart rate variability
following brain asphyxia
Yuanyuan Cai
a
, Yihong Qiu
a
, Lan Wei
a
, Wei Zhang
a
, Sijun Hu
b
,
Peter R. Smith
b
, Vincent P. Crabtree
b
, Shanbao Tong
c
,
Nitish V. Thakor
c
, Yisheng Zhu
a,∗
a
Department of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai 200030, China
b
Department of Electronic & Electrical Engineering, Loughborough University, UK
c
Department of Biomedical Engineering, Johns Hopkins School of Medicine, USA
Received 4 December 2004; received in revised form 11 April 2005; accepted 25 May 2005
Abstract
In the present study Renyi entropy and L–Z complexity were used to characterize heart rate variability (HRV) of rats that were suffered
from brain asphyxia and ischemia. Two groups of rats were studied: (a) rats (n = 5) injected with NAALADase inhibitor, 2-PMPA, which has
been proven neuroprotective in asphyxia injury and (b) control subjects (n = 5) without medication. Renyi entropy and L–Z complexity of
the R–R intervals (RRI) at different experiment stages were investigated in the two groups. The results show that both measures indicate less
injury and better recovery in the drug injection group. The dynamic change of 90min RRI signal after the asphyxia was investigated. The
sudden reduction of the two parameters shows their sensitivity to the asphyxia insult.
© 2005 IPEM. Published by Elsevier Ltd. All rights reserved.
Keywords: Brain asphyxia; Heart rate variability; Renyi entropy; L–Z complexity
1. Introduction
In the past years, brain injury following asphyxia and
ischemia has attracted more and more attention. Asphyxia
is the major cause of prenatal brain injury, which could lead
to later psychomotor deficits [1]. In western countries, stroke
is the third killer of people, about 700,000 people experience
a new or recurrent stroke each year and 88% of all strokes
are ischemic [2]. Brain ischemia is ready to lead to neuron
death and stroke is the leading cause of long-term disability
in the United States.
Currently, experimental research has been done to inves-
tigate ways to prevent severe injury in asphyxia conditions.
One medicine, called 2-PMPA, a kind of NAALADase
inhibitor, has been tested, and its certain neuroprotection
∗
Corresponding author. Tel.: +86 21 62933451.
E-mail address: yszhu@sjtu.edu.cn (Y. Zhu).
functionality has been proven by stained sections of the brain
[3].
In addition, it is well known that cerebrovascular disease
can alter cardiovascular and autonomic function. Researches
over the past 20 years suggest that stroke may determine
a major derangement of autonomic balance and cardiac dys-
rhythmias [4]. It has been found that insular cortex, amygdale
and lateral hypothalamus are the most important control
sites of the autonomic function [5]. Although the patho-
genesis of the complications such as cardiac dysrhythmias
is still incompletely understood, those areas would obvi-
ously be influenced during the attack of stroke, and result
in central autonomic cardiovascular deregulation involving
the sympathetic and the parasympathetic neural systems
[6].
The analysis of heart rate variability (HRV) is known to
provide useful information about disturbances in autonomic
regulation. HRV refers to the beat-to-beat alteration of the
heart, which is reported to be a promising marker to quantify
1350-4533/$ – see front matter © 2005 IPEM. Published by Elsevier Ltd. All rights reserved.
doi:10.1016/j.medengphy.2005.05.002