Department of Neurology, Chang Gung Memorial Hospital and University, Taoyuan City, Taiwan.
Department of Hydraulic Engineering, State Key Laboratory of Hydroscience and Engineering, Tsinghua University, Beijing, China.
Sci Rep. 2018 Feb 8;8(1):2649. doi: 10.1038/s41598-018-21013-9.
Judiciously classifying phase-A subtypes in cyclic alternating pattern (CAP) is critical for investigating sleep dynamics. Phase-amplitude coupling (PAC), one of the representative forms of neural rhythmic interaction, is defined as the amplitude of high-frequency activities modulated by the phase of low-frequency oscillations. To examine PACs under more or less synchronized conditions, we propose a nonlinear approach, named the masking phase-amplitude coupling (MPAC), to quantify physiological interactions between high (α/lowβ) and low (δ) frequency bands. The results reveal that the coupling intensity is generally the highest in subtype A1 and lowest in A3. MPACs among various physiological conditions/disorders (p < 0.0001) and sleep stages (p < 0.0001 except S4) are tested. MPACs are found significantly stronger in light sleep than deep sleep (p < 0.0001). Physiological conditions/disorders show similar order in MPACs. Phase-amplitude dependence between δ and α/lowβ oscillations are examined as well. δ phase tent to phase-locked to α/lowβ amplitude in subtype A1 more than the rest. These results suggest that an elevated δ-α/lowβ MPACs can reflect some synchronization in CAP. Therefore, MPAC can be a potential tool to investigate neural interactions between different time scales, and δ-α/lowβ MPAC can serve as a feasible biomarker for sleep microstructure.
明智地对循环交替模式 (CAP) 的 A 相亚型进行分类对于研究睡眠动力学至关重要。相位-幅度耦合 (PAC) 是一种代表性的神经节律相互作用形式,定义为高频活动的幅度受低频振荡相位调制的程度。为了在或多或少同步的条件下检查 PAC,我们提出了一种名为掩蔽相位-幅度耦合 (MPAC) 的非线性方法来量化高频 (α/低β) 和低频 (δ) 频段之间的生理相互作用。结果表明,耦合强度通常在 A1 亚型中最高,在 A3 亚型中最低。测试了各种生理条件/障碍 (p<0.0001) 和睡眠阶段 (p<0.0001,除了 S4) 之间的 MPAC。发现轻度睡眠中的 MPAC 明显强于深度睡眠 (p<0.0001)。生理条件/障碍在 MPAC 中显示出相似的顺序。还检查了 δ 与 α/低β 振荡之间的相位-幅度依赖性。δ 相位在 A1 亚型中比其余亚型更倾向于与 α/低β 幅度锁相。这些结果表明,升高的 δ-α/低β MPAC 可以反映 CAP 中的一些同步。因此,MPAC 可以成为研究不同时间尺度之间神经相互作用的潜在工具,而 δ-α/低β MPAC 可以作为睡眠微结构的可行生物标志物。