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Decoding Brain States for Planning Functional Grasps of Tools: A Functional Magnetic Resonance Imaging Multivoxel
Mikolaj Buchwald1, Łukasz Przybylski2, Gregory Króliczak1
11Action & Cognition Laboratory,Institute of Psychology,Faculty of Social Sciences,Adam Mickiewicz University in Poznań,Poland.
Multivoxel pattern analysis (MVPA) reveals neural selectivity for grasp planning in the praxis representation network (PRN). This advanced method offers finer detail than traditional neuroimaging for understanding tool-related actions.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Neuroimaging
Background:
- The praxis representation network (PRN) is typically associated with tool-related actions.
- Traditional neuroimaging methods have limitations in revealing fine-grained neural activity patterns.
Purpose of the Study:
- To investigate neural selectivity for grasp planning using multivoxel pattern analysis (MVPA).
- To explore the role of the left-lateralized temporo-parieto-frontal network in grasp planning.
- To compare MVPA with traditional neuroimaging approaches.
Main Methods:
- Utilized data from 20 participants planning functional grasps of tools with either hand.
- Performed region of interest (ROI) and whole-brain searchlight analyses.
- Applied MVPA to identify task-related neural patterns.
Main Results:
- MVPA identified significant contributions to grasp planning from the anterior intraparietal sulcus (aIPS) and ventral lateral occipital complex (vLOC).
- Increased local selectivity was observed near the superior parieto-occipital cortex and dorsal premotor cortex.
- Neural patterns indicated contributions from areas involved in prospective grasp formation, object property coding, and anticipatory hand postures.
Conclusions:
- aIPS plays a role in prospective grasp formation and encoding tool properties.
- vLOC involvement suggests sensitivity to object properties for grip formation.
- MVPA reveals more fine-grained neural activity patterns compared to traditional methods, enhancing our understanding of grasp planning.
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