Investigation of electro-vascular phase-amplitude coupling during an auditory task

被引:2
|
作者
Mclinden, J. [1 ]
Rahimi, N. [2 ]
Kumar, C. [2 ]
Krusienski, D. J. [3 ]
Shao, M. [2 ]
Spencer, K. M. [4 ,5 ]
Shahriari, Y. [1 ]
机构
[1] Univ Rhode Isl, Dept Elect Comp & Biomed Engn, Kingston, RI 02881 USA
[2] Univ Massachusetts, Dept Comp & Informat Sci, Dartmouth, MA USA
[3] Virginia Commonwealth Univ, Dept Biomed Engn, Richmond, VA 23298 USA
[4] VA Boston Healthcare Syst, Dept Psychiat, Brockton, MA USA
[5] Harvard Med Sch, Boston, MA USA
基金
美国国家科学基金会;
关键词
Electroencephalography (EEG); Functional near-infrared spectroscopy (fNIRS); Electro-vascular coupling; Auditory processing; Multimodal neuroimaging; EEG; COMMUNICATION; OSCILLATIONS;
D O I
10.1016/j.compbiomed.2023.107902
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Multimodal neuroimaging using electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) provides complementary views of cortical processes, including those related to auditory processing. However, current multimodal approaches often overlook potential insights that can be gained from nonlinear interactions between electrical and hemodynamic signals. Here, we explore electro-vascular phase-amplitude coupling (PAC) between low-frequency hemodynamic and high-frequency electrical oscillations during an auditory task. We further apply a temporally embedded canonical correlation analysis (tCCA)-general linear model (GLM)-based correction approach to reduce the possible effect of systemic physiology on fNIRS recordings. Before correction, we observed significant PAC between fNIRS and broadband EEG in the frontal region (p MUCH LESS-THAN 0.05), beta (p MUCH LESS-THAN 0.05) and gamma (p = 0.010) in the left temporal/temporoparietal (left auditory; LA) region, and gamma (p = 0.032) in the right temporal/temporoparietal (right auditory; RA) region across the entire dataset. Sig-nificant differences in PAC across conditions (task versus silence) were observed in LA (p = 0.023) and RA (p = 0.049) gamma sub-bands and in lower frequency (5-20 Hz) frontal activity (p = 0.005). After correction, significant fNIRS-gamma-band PAC was observed in the frontal (p = 0.021) and LA (p = 0.025) regions, while fNIRS-alpha (p = 0.003) and fNIRS-beta (p = 0.041) PAC were observed in RA. Decreased frontal gamma-band (p = 0.008) and increased beta-band (p MUCH LESS-THAN 0.05) PAC were observed during the task. These outcomes represent the first characterization of electro-vascular PAC between fNIRS and EEG signals during an auditory task, providing insights into electro-vascular coupling in auditory processing.
引用
收藏
页数:10
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