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Less head motion during MRI under task than resting-state conditions.
Willem Huijbers1, Koene R A Van Dijk2, Meta M Boenniger3
1German Centre for Neurodegenerative Diseases (DZNE), Department of Population Health Sciences, Bonn, Germany; Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, MA, United States.
Engaging in cognitive tasks during functional magnetic resonance imaging (fMRI) reduces head motion compared to resting-state scans. This finding is crucial for improving neuroimaging data quality, especially in patient populations.
Area of Science:
- Neuroimaging
- Cognitive Neuroscience
- Medical Physics
Background:
- Head motion is a significant confounder in neuroimaging, reducing data quality.
- Previous studies have not definitively established whether task-based functional MRI (fMRI) inherently reduces motion compared to resting-state fMRI.
Purpose of the Study:
- To investigate whether active cognitive tasks reduce head motion during fMRI compared to resting-state conditions.
- To identify demographic and clinical factors associated with head motion.
- To assess the implications of motion differences for comparing task and resting-state fMRI data.
Main Methods:
- Three fMRI experiments were conducted.
- Experiment 1: Compared motion during a memory encoding task versus rest.
- Experiment 2: Analyzed publicly available data (UCLA Consortium for Neuropsychiatric Phenomics LA5c Study) comparing multiple task conditions to rest.
- Experiment 3: Used a counter-balanced acquisition order to compare task and resting-state runs.
- Demographic (age, sex) and clinical (bipolar disorder, schizophrenia, ADHD) data were analyzed for motion correlations.
Main Results:
- Head motion was significantly lower during several cognitive task conditions compared to resting-state conditions across all experiments.
- In healthy controls, men and older individuals exhibited greater head motion.
- Patients with bipolar disorder and schizophrenia showed increased head motion compared to healthy controls and ADHD patients.
- Counter-balancing acquisition order confirmed task-related motion reduction, independent of scan position.
Conclusions:
- Cognitive tasks demonstrably reduce head motion during fMRI acquisition.
- Task-based fMRI may be beneficial for populations prone to motion, such as children and certain patient groups.
- Differences in head motion between task and resting-state fMRI complicate direct comparisons of functional neuronal networks.
- Incorporating tasks to minimize motion is recommended for structural MRI acquisition in research and clinical settings.
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