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Updated: Jun 22, 2026

Dynamic Inter-subject Functional Connectivity Reveals Moment-to-Moment Brain Network Configurations Driven by Continuous or Communication Paradigms
Published on: March 21, 2019
A serial functional connectivity MRI study in healthy individuals assessing the variability of connectivity measures:
Michael Amann1, Jochen G Hirsch, Achim Gass
1Department of Neurology, University Hospital of Basel, Basel, Switzerland. mamann@uhbs.ch
Abstract:
To date, little data is available on the reproducibility of functional connectivity MRI (fcMRI) studies. Here, we tested the variability and reproducibility of both the functional connectivity itself and different statistical methods to analyze this phenomenon. In the main part of our study, we repeatedly examined two healthy subjects in 10 sessions over 6 months with fcMRI. Cortical areas involved in motor function were examined under two different cognitive states: during continuous performance (CP) of a flexion/extension task of the fingers of the right hand and while subjects were at rest. Connectivity to left primary motor cortex (lSM1) was calculated by correlation analysis. The resulting correlation coefficients were transformed to z-scores of the standard normal distribution. For each subject, multisession statistical analyses were carried out with the z-score maps of the resting state (RS) and the CP experiments. First, voxel based t tests between the two groups of fcMRI experiments were performed. Second, ROI analyses were carried out for contralateral right SM1 and for supplementary motor area (SMA). For both ROI, mean and maximum z-score were calculated for each experiment. Also, the fraction of significantly (P<.05) correlated voxels (FCV) in each ROI was calculated. To evaluate the differences between the RS and the CP condition, paired t tests were performed for the mean and maximum z-scores, and Wilcoxon signed ranks tests for matched pairs were carried out for the FCV. All statistical methods and connectivity measures under investigation yielded a distinct loss in left-right SM1 connectivity under the CP condition. For SMA, interindividual differences were apparent. We therefore repeated the fcMRI experiments and the ROI analyses in a group of seven healthy subjects (including the two subjects of the main study). In this substudy, we were able to verify the reduction of left-right SM1 connectivity during unilateral performance. Still, the direction of SMA to lSM1 connectivity change during the CP condition remained undefined as four subjects showed a connectivity increase and three showed a decrease. In summary, we were able to demonstrate a distinct reduction in left-right SM1 synchrony in the CP condition compared to the RS both in the longitudinal and in the multisubject study. This effect was reproducible with all statistical methods and all measures of connectivity under investigation. We conclude that despite intra- and interindividual variability, serial and cross-sectional assessment of functional connectivity reveals stable and reliable results.
Insights
Functional connectivity MRI (fcMRI) studies show reproducible results in motor tasks. Despite individual variations, fcMRI reliably detects changes in brain connectivity during motor performance compared to rest.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Functional Neuroimaging
Background:
- Reproducibility of functional connectivity MRI (fcMRI) studies is not well-established.
- Understanding variability in fcMRI is crucial for reliable brain activity analysis.
Purpose of the Study:
- To assess the reproducibility of functional connectivity (FC) and statistical methods in fcMRI.
- To investigate changes in motor cortex connectivity during a continuous performance task versus resting state.
Main Methods:
- Repeated fcMRI scans on two healthy subjects over six months.
- Analysis of motor cortex connectivity during a finger flexion/extension task and at rest.
- Utilized correlation analysis, z-score transformation, voxel-based t-tests, and ROI analyses.
Main Results:
- A consistent reduction in left-right primary motor cortex (SM1) connectivity was observed during the continuous performance (CP) task compared to resting state (RS).
- This reduction in SM1 connectivity was reproducible across different statistical methods and connectivity measures.
- Connectivity changes in the supplementary motor area (SMA) showed interindividual variability.
Conclusions:
- Functional connectivity MRI (fcMRI) demonstrates stable and reliable results for assessing brain connectivity, even with intra- and interindividual variability.
- Serial and cross-sectional assessments of fcMRI are valuable for understanding brain function and reproducibility in neuroimaging studies.
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