Biomedical Engineering Group, Department T.S.C.I.T., E.T.S. Ingenieros de Telecomunicación, University of Valladolid, Valladolid, Spain.
Med Eng Phys. 2013 Oct;35(10):1490-8. doi: 10.1016/j.medengphy.2013.04.002. Epub 2013 May 9.
Hydrocephalus includes a number of disorders characterised by clinical symptoms, enlarged ventricles (observable using neuroimaging techniques) and altered cerebrospinal fluid (CSF) dynamics. Infusion tests are one of the available procedures to study CSF circulation in patients with clinical and radiological features of hydrocephalus. In them, intracranial pressure (ICP) is deliberately raised and CSF circulation disorders evaluated through measurements of the resulting ICP. In this study, we analysed seventy-seven ICP signals recorded during infusion tests using four spectral-based parameters: median frequency (MF) and relative power (RP) in three frequency bands. These measures provide a novel perspective for the analysis of ICP signals in the frequency domain. Each signal was divided into four artefact-free epochs (corresponding to the basal, early infusion, plateau and recovery phases of the infusion study). The four spectral parameters were calculated for each epoch. We analysed differences between epochs of the infusion test and correlations between these epochs and patient data. Statistically significant differences (p < 1.7 × 10(-3), Bonferroni-corrected Wilcoxon signed-rank tests) were found between epochs of the infusion test using MF and RP. Furthermore, some spectral parameters (MF in the basal phase, RP for the first frequency band and in the early infusion phase, RP for the second frequency band and in all phases of the infusion study and RP in the third frequency band and in the basal phase) revealed significant correlations (p < 0.01) between epochs of the infusion test and signal amplitude in the basal and plateau phases. Our results suggest that spectral analysis of ICP signals could be useful for understanding CSF dynamics in hydrocephalus.
脑积水包括一系列以临床症状、脑室扩大(通过神经影像学技术观察到)和脑脊液(CSF)动力学改变为特征的疾病。灌注试验是研究脑积水患者 CSF 循环的一种可用方法,它通过测量由此产生的颅内压(ICP)来评估 CSF 循环障碍。在这项研究中,我们分析了 77 个在灌注试验期间记录的 ICP 信号,使用四个基于频谱的参数:中值频率(MF)和三个频带中的相对功率(RP)。这些措施为 ICP 信号在频域中的分析提供了新的视角。每个信号被分为四个无伪迹的时段(对应于灌注研究的基础、早期灌注、平台和恢复阶段)。为每个时段计算了四个频谱参数。我们分析了灌注试验各时段之间的差异,以及这些时段与患者数据之间的相关性。使用 MF 和 RP 发现灌注试验各时段之间存在统计学上显著的差异(p < 1.7 × 10(-3),经 Bonferroni 校正的 Wilcoxon 符号秩检验)。此外,一些频谱参数(基础期的 MF、第一个频带的 RP 和早期灌注期、第二个频带的 RP 和灌注研究的所有阶段、第三个频带的 RP 和基础期)显示出与灌注试验各时段之间与基础期和平台期信号幅度之间存在显著相关性(p < 0.01)。我们的结果表明,ICP 信号的频谱分析可能有助于理解脑积水的 CSF 动力学。