Cognitive Brain Dynamics Lab, National Brain Research Centre, Manesar, Gurgaon, Haryana 122052, India.
Cognitive Brain Dynamics Lab, National Brain Research Centre, Manesar, Gurgaon, Haryana 122052, India
eNeuro. 2021 Oct 25;8(5). doi: 10.1523/ENEURO.0224-21.2021. Print 2021 Sep-Oct.
Signal transmission in the brain propagates via distinct oscillatory frequency bands but the aperiodic component, 1/f activity, almost always co-exists which most of the previous studies have not sufficiently taken into consideration. We used a recently proposed parameterization model that delimits the oscillatory and aperiodic components of neural dynamics on lifespan aging data collected from human participants using magnetoencephalography (MEG). Since healthy aging underlines an enormous change in local tissue properties, any systematic relationship of 1/f activity would highlight their impact on the self-organized critical functional states. Furthermore, we have used patterns of correlation between aperiodic background and metrics of behavior to understand the domain general effects of 1/f activity. We suggest that age-associated global change in 1/f baseline alters the functional critical states of the brain affecting the global information processing impacting critically all aspects of cognition, e.g., metacognitive awareness, speed of retrieval of memory, cognitive load, and accuracy of recall through adult lifespan. This alteration in 1/f crucially impacts the oscillatory features peak frequency (PF) and band power ratio, which relates to more local processing and selective functional aspects of cognitive processing during the visual short-term memory (VSTM) task. In summary, this study leveraging on big lifespan data for the first time tracks the cross-sectional lifespan-associated periodic and aperiodic dynamical changes in the resting state to demonstrate how normative patterns of 1/f activity, PF, and band ratio (BR) measures provide distinct functional insights about the cognitive decline through adult lifespan.
大脑中的信号传输通过不同的振荡频率带传播,但非周期性成分,即 1/f 活动,几乎总是共存,而之前的大多数研究都没有充分考虑到这一点。我们使用了一种最近提出的参数化模型,该模型将神经动力学的振荡和非周期性成分限定在使用脑磁图 (MEG) 从人类参与者收集的寿命老化数据上。由于健康的衰老强调了局部组织特性的巨大变化,任何 1/f 活动的系统关系都将突出它们对自组织临界功能状态的影响。此外,我们还使用了非周期性背景和行为度量之间的相关模式来理解 1/f 活动的一般领域效应。我们认为,与年龄相关的 1/f 基线的全局变化改变了大脑的功能临界状态,影响了全局信息处理,从而严重影响了认知的各个方面,例如元认知意识、记忆检索速度、认知负荷和回忆准确性。这种 1/f 的改变对振荡特征峰值频率 (PF) 和频带功率比有至关重要的影响,这与视觉短期记忆 (VSTM) 任务中更局部的处理和认知处理的选择性功能方面有关。总之,这项研究首次利用大寿命数据跟踪静息状态下的横截面寿命相关的周期性和非周期性动态变化,展示了 1/f 活动、PF 和频带比 (BR) 测量的正常模式如何提供关于认知能力随成人寿命下降的独特功能见解。