학술논문

Towards linking diffusion MRI based macro- and microstructure measures with cortico-cortical transmission in brain tumor patients
Document Type
article
Source
NeuroImage, Vol 226, Iss , Pp 117567- (2021)
Subject
Structural connectivity
Brain white matter microstructure
Effective connectivity
Cortico-cortical evoked potentials
Direct electrical stimulation
Tractography
Neurosciences. Biological psychiatry. Neuropsychiatry
RC321-571
Language
English
ISSN
1095-9572
Abstract
We aimed to link macro- and microstructure measures of brain white matter obtained from diffusion MRI with effective connectivity measures based on a propagation of cortico-cortical evoked potentials induced with intrasurgical direct electrical stimulation. For this, we compared streamline lengths and log-transformed ratios of streamlines computed from presurgical diffusion-weighted images, and the delays and amplitudes of N1 peaks recorded intrasurgically with electrocorticography electrodes in a pilot study of 9 brain tumor patients. Our results showed positive correlation between these two modalities in the vicinity of the stimulation sites (Pearson coefficient 0.54±0.13 for N1 delays, and 0.47±0.23 for N1 amplitudes), which could correspond to the neural propagation via U-fibers. In addition, we reached high sensitivities (0.78±0.07) and very high specificities (0.93±0.03) in a binary variant of our comparison. Finally, we used the structural connectivity measures to predict the effective connectivity using a multiple linear regression model, and showed a significant role of brain microstructure-related indices in this relation.