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Effective connectivity during haptic perception: a study using Granger causality analysis of functional magnetic
Gopikrishna Deshpande1, Xiaoping Hu, Randall Stilla
1Coulter Department of Biomedical Engineering, Emory University School of Medicine, Atlanta, GA 30322, USA.
Touch activates visual brain areas through both bottom-up sensory signals and top-down imagery. This study reveals flexible brain network cooperation during haptic perception, involving somatosensory, visual, and motor regions.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Sensory Processing
Background:
- Visual cortical areas are known to be involved in processing tactile information.
- The precise mechanisms, whether top-down visual imagery or bottom-up sensory processing, remain debated.
Purpose of the Study:
- To investigate the effective connectivity within human brain networks during haptic perception of shape and texture.
- To determine the roles of bottom-up somatosensory inputs versus top-down visual imagery in recruiting visual cortex during touch.
Main Methods:
- Functional magnetic resonance imaging (fMRI) data analyzed using multivariate Granger causality analysis.
- A network reduction procedure was applied to identify significant connections.
- Focus on shape- and texture-selective regions in the human brain.
Main Results:
- Haptic perception involves flexible interactions between somatosensory, multisensory, visual, and motor areas.
- Bottom-up somatosensory inputs from the postcentral sulcus and posterior insula project to visual areas (LOC, medial occipital cortex).
- Top-down inputs from the parietal cortex influence the lateral occipital complex (LOC).
Conclusions:
- Evidence supports visual cortical areas acting as multisensory processors receiving bottom-up somatosensory information.
- Suggestive evidence for top-down parietal inputs potentially mediating visual imagery exists.
- Brain networks exhibit flexible cooperation, integrating sensory inputs and cognitive processes.
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