IOP PUBLISHING PHYSIOLOGICAL MEASUREMENT
Physiol. Meas. 28 (2007) 465–479 doi:10.1088/0967-3334/28/5/002
Wavelet assessment of cerebrospinal compensatory
reserve and cerebrovascular reactivity
M Latka
1
, W Kolodziej
2
, M Turalska
1
, D Latka
2
, W Zub
3
and B J West
4
1
Institute of Physics, Wroclaw University of Technology, Wybrzeze Wyspianskiego 27,
50-370 Wroclaw, Poland
2
Department of Neurosurgery, Opole Regional Medical Center, Al Witosa 26, 45-401 Opole,
Poland
3
Department of Neurosurgery, Medical University, 50-420 Wroclaw, ul. R. Traugutta 118,
Poland
4
Mathematical and Information Science Directorate, Army Research Office, PO Box 12211,
Research Triangle, NC 27709-2211, USA
E-mail: Miroslaw.Latka@pwr.wroc.pl
Received 3 November 2006
Published 5 April 2007
Online at stacks.iop.org/PM/28/465
Abstract
We introduce a wavelet transfer model to relate spontaneous arterial blood
pressure (ABP) fluctuations to intracranial pressure (ICP) fluctuations. We
employ a complex continuous wavelet transform to develop a consistent
mathematical framework capable of parametrizing both cerebral compensatory
reserve and cerebrovascular reactivity. The frequency-dependent gain
and phase of the wavelet transfer function are introduced because of
the non-stationary character of the ICP and ABP time series. The
gain characterizes the dampening of spontaneous ABP fluctuations and is
interpreted as a novel measure of cerebrospinal compensatory reserve. For
a group of 12 patients who died as a result of cerebral lesions (Glasgow
Outcome Scale (GOS) = 1) the average gain in the low-frequency (0.02–
0.07 Hz) range was 0.51 ± 0.13 and significantly exceeded that of 17 patients
with GOS = 2 having an average gain of 0.26 ± 0.11 with p = 1×10
−4
(Kruskal–Wallis test). A time-averaged synchronization index (which may
vary from 0 to 1) defined in terms of the wavelet transfer function phase yields
information about the stability of the phase difference of the ABP and ICP
signals and is used as a cerebrovascular reactivity index. A low value of
synchronization index reflects a normally reactive vascular bed, while a high
value indicates pathological entrainment of ABP and ICP fluctuations. Such
entrainment is strongly pronounced in patients with fatal outcome (for this
group the low-frequency synchronization index was 0.69 ± 0.17). The gain
and synchronization parameters define a cerebral hemodynamic state space
(CHS) in which the patients with GOS = 1 are to large extent partitioned away
0967-3334/07/050465+15$30.00 © 2007 IOP Publishing Ltd Printed in the UK 465