Effect of infusion tests on the dynamical properties of intracranial pressure in hydrocephalus

被引:2
作者
Garcia, Maria [1 ]
Poza, Jesus [1 ,2 ,3 ]
Bachiller, Alejandro [1 ]
Santamarta, David [4 ]
Hornero, Roberto [1 ,2 ]
机构
[1] Univ Valladolid, ETS Ingn Telecomunicac, Dept TSCIT, Biomed Engn Grp, Valladolid, Spain
[2] Univ Valladolid, IMUVA, Inst Invest Matemat, Valladolid, Spain
[3] Univ Salamanca, INCYL, Salamanca, Spain
[4] Hosp Univ Leon, Serv Neurocirugia, Leon, Spain
关键词
Hydrocephalus; Infusion test; Intracranial pressure; Wavelet entropy; Wavelet turbulence; CEREBROSPINAL COMPENSATORY RESERVE; FLUID OUTFLOW RESISTANCE; TRAUMATIC BRAIN-INJURY; ADULT HYDROCEPHALUS; VASCULAR COMPLIANCE; COMPLEXITY; ENTROPY; WAVES; PULSE; HYPERTENSION;
D O I
10.1016/j.cmpb.2016.06.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Background and objective: Hydrocephalus comprises a number of conditions characterised by clinical symptoms, dilated ventricles and anomalous cerebrospinal fluid (CSF) dynamics. Infusion tests (ITs) are usually performed to study CSF circulation and in the preoperatory evaluation of patients with hydrocephalus. The study of intracranial pressure (ICP) signals recorded during ITs could be useful to gain insight into the underlying pathophysiology of this condition and to further support treatment decisions. In this study, two wavelet parameters, wavelet turbulence (WT) and wavelet entropy (WE), were analysed in order to characterise the variability, irregularity and similarity in spectral content of ICP signals in hydrocephalus. Methods: One hundred and twelve ICP signals were analysed using WT and WE. These parameters were calculated in two frequency bands: B-1 (0.15-0.3 Hz) and B-2 (0.67-2.5 Hz). Each signal was divided into four artefact-free epochs corresponding to the basal, early infusion, plateau and recovery phases of the IT. We calculated the mean and standard deviation of WT and WE and analysed whether these parameters revealed differences between epochs of the IT. Results: Statistically significant differences (p < 1.70 . 10(-3), Bonferroni-corrected Wilcoxon signed-rank tests) in pairwise comparisons between phases of ITs were found using the mean and standard deviation of WT and WE. These differences were mainly found in B-2. Conclusions: Wavelet parameters like WT and WE revealed changes in the signal time-scale representation during ITs. Statistically significant differences were mainly found in B2, associated with ICP pulse waves, and included a higher degree of similarity in the spectral content, together with a lower irregularity and variability in the plateau phase with respect to the basal phase. (C) 2016 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:225 / 235
页数:11
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