Abstract

Explorations of the relation between brain anatomy and functional connections in the brain are crucial for shedding more light on network connectivity that sustains brain communication. In this study, by means of an integrative approach, we examined both the structural and functional connections of the default mode network (DMN) in a group of sixteen healthy subjects. For each subject, the DMN was extracted from the structural and functional resonance imaging data; the areas that were part of the DMN were defined as the regions of interest. Then, the target network was structurally explored by diffusion-weighted imaging, tested by neurophysiological means, and retested by means of concurrent transcranial magnetic stimulation and electroencephalography (TMS-EEG). A series of correlational analyses were performed to explore the relationship between the amplitude of early-latency TMS-evoked potentials and the indexes of structural connectivity (weighted number of fibres and fractional anisotropy). Stimulation of the left or right parietal nodes of the DMN-induced activation in the contralateral parietal and frontocentral electrodes within 60 ms; this activation correlated with fractional anisotropy measures of the corpus callosum. These results showed that distant secondary activations after target stimulation can be predicted based on the target’s anatomical connections. Interestingly, structural features of the corpus callosum predicted the activation of the directly connected nodes, i.e., parietal-parietal nodes, and of the broader DMN network, i.e., parietal-frontal nodes, as identified with functional magnetic resonance imaging. Our results suggested that the proposed integrated approach would allow us to describe the contributory causal relationship between structural connectivity and functional connectivity of the DMN.

Highlights

  • In recent decades, researchers have expressed renewed interest in exploring brain dynamics by shifting their attention from local activations to brain connectivity

  • We proposed the use of an integrative approach with a combination of different methods (Bergmann et al 2016) composed of structural and functional magnetic resonance imaging (MRI and fMRI, respectively), diffusion-weighted imaging (DWI), and transcranial magnetic stimulation and electroencephalography (TMS-EEG) coregistration (Bortoletto et al 2021; Esposito et al 2020; Levy-Lamdan et al 2020; Momi et al 2021; Voineskos et al 2010)

  • The statistical analysis performed between the TMS-evoked potentials (TEPs) and the fractional anisotropy (FA) values of the forceps major revealed significant correlations for the left (Fig. 2a) and right (Fig. 2b) parietal stimulation conditions, with a similar pattern of results, as described

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Summary

Introduction

Researchers have expressed renewed interest in exploring brain dynamics by shifting their attention from local activations to brain connectivity. Understanding how to measure such dynamic patterns underlying brain functions is one of the crucial questions in neuroscience. We used an innovative approach to study the relationship between structural connectivity and functional connectivity in the DMN. The focus of this study was on the relationship between structural architecture and the dynamics of the main cortical nodes of the DMN. The DMN is an ideal target to study to reach a more detailed understanding of the relation between structure and function and of DMN connectivity as a whole

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