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Impaired cerebrovascular reactivity after acute traumatic brain injury can be detected by wavelet phase coherence analysis of the intracranial and arterial blood pressure signals

机译:通过颅内和动脉血压信号的小波相干分析可以检测出急性颅脑损伤后脑血管反应性受损

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摘要

The objective of the study was to evaluate the wavelet spectral energy of oscillations in the intracranial pressure (ICP) signal in patients with acute traumatic brain injury (TBI). The wavelet phase coherence and phase shift in the 0.006–2 Hz interval between the ICP and the arterial blood pressure (ABP) signals were also investigated. Patients were separated into normal or impaired cerebrovascular reactivity, based on the pressure reactivity index (PRx). Spectral energy, phase coherence and phase shift in the low frequency and cardiorespiratory intervals were compared for the two groups. Data were prospectively collected and analyzed retrospectively in 22 patients, within the first week after acute TBI. The ICP and ABP signals were continuously recorded for 40 min and the wavelet transform was used to calculate the spectral energy and phase of the signals. The average ICP wavelet energy spectrum showed distinct peaks around 1.0 (cardiac), 0.25 (respiratory) and 0.03 Hz. Patients with normal cerebrovascular reactivity (negative PRx) had 38.6 % (±SD 16.7 %) of the mean wavelet energy below the lower limit of the respiratory frequency band (0.14 Hz) compared to only 18.1 % (±SD 17.8 %) in patients with altered cerebrovascular reactivity (positive PRx) (difference: p = 0.0057). Wavelet phase coherence between the ABP and ICP signals was statistically significant (p < 0.05) in the 0.006–2 Hz interval. The phase shift between the ABP and ICP signals was around zero in the 0.14–1.0 Hz interval. Seven patients with PRx between −0.4943 and −0.1653 had a phase shift in the interval 0.07–0.14 Hz, whereas 15 patients with PRx between −0.1019 and 0.3881 had a phase shift in the interval 0.006–0.07 Hz. We conclude that the wavelet transform of the ICP signal shows spectral peaks at the cardiac, respiratory and 0.03 Hz frequencies. Normal cerebrovascular reactivity seems to be manifested as increased spectral energy in the frequency interval <0.14 Hz. A phase shift between the ICP and ABP signals in the interval 0.07–0.14 Hz indicates normal cerebrovascular reactivity, while a phase shift in the interval 0.006–0.07 Hz indicates altered cerebrovascular reactivity.
机译:这项研究的目的是评估急性颅脑损伤(TBI)患者颅内压(ICP)信号振荡的小波频谱能量。还研究了ICP和动脉血压(ABP)信号之间在0.006–2 Hz间隔内的小波相位相干和相移。根据压力反应指数(PRx)将患者分为正常或受损的脑血管反应。比较了两组的低频和心肺间隔的频谱能量,相干性和相移。在急性TBI后的第一周内,对22例患者进行前瞻性收集和回顾性分析。连续记录ICP和ABP信号40分钟,然后使用小波变换计算信号的频谱能量和相位。平均ICP小波能谱在1.0(心脏),0.25(呼吸)和0.03Hz附近显示出明显的峰值。脑血管反应性正常(PRx阴性)的患者平均小波能量低于呼吸频带下限(0.14 Hz)的平均比率为38.6%(±SD 16.7%),而患有该病的患者的平均小波能量仅为18.1%(±SD 17.8%)脑血管反应性改变(PRx阳性)(差异:p = 0.0057)。在0.006-2 Hz的间隔内,ABP和ICP信号之间的小波相位相干在统计上是显着的(p <0.05)。在0.14-1.0 Hz间隔内,ABP和ICP信号之间的相移约为零。 7位PRx在-0.4943和-0.1653之间的患者的相移在0.07-0.14 Hz之间,而15位PRx在-0.1019和0.3881之间的患者相移在0.006-0.07 Hz之间。我们得出的结论是,ICP信号的小波变换在心脏,呼吸和0.03 Hz频率处显示频谱峰值。正常的脑血管反应性似乎表现为在<0.14 Hz的频率间隔内频谱能量增加。 ICP和ABP信号之间的相移在0.07-0.14 Hz范围内表示正常的脑血管反应性,而在0.006-0.07 Hz的间隔内表示相变的脑血管反应性。

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