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Targeting Optimal Grasp-Related Cortical Areas for Intracortical Brain-Machine Interfaces after Spinal Cord Injury.

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    This study optimized brain-computer interface (BCI) electrode placement for grasp decoding in tetraplegia using advanced imaging and 3D modeling. The approach successfully identified optimal sites for high-fidelity arm and hand movement decoding.

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    Area of Science:

    • Neuroscience
    • Biomedical Engineering
    • Rehabilitation Medicine

    Background:

    • Spinal cord injury (SCI) often results in paralysis, necessitating advanced assistive technologies.
    • Brain-machine interfaces (BCIs) offer a potential pathway to restore function by decoding neural signals.
    • Optimizing intracortical electrode placement is crucial for effective grasp-related motor decoding.

    Purpose of the Study:

    • To refine intracortical microelectrode array implantation sites for grasp decoding.
    • To integrate anatomical, functional, and vascular imaging with 3D surgical modeling for precise targeting.
    • To identify surgically feasible locations within the grasp network for individuals with SCI.

    Main Methods:

    • Utilized anatomical, diffusion-weighted, and functional MRI (fMRI) in a participant with C5 tetraplegia.
    • Employed Quicktome software for integrating structural connectivity and functional activation data.
    • Developed a 3D-printed model for preoperative planning and simulated electrode positioning.
    • Validated electrode placement using post-operative neural data during attempted movements.

    Main Results:

    • Identified significant grasp-related activation in the anterior intraparietal area (AIP), ventral premotor cortex (PMv), and inferior frontal gyrus (IFG).
    • Selected AIP due to strong connectivity with motor cortex and distinct functional activation.
    • Chose surgically accessible subregions 6v and 6r of PMv over the posterior IFG.
    • Achieved 96% accuracy in decoding arm and hand movements post-implantation.

    Conclusions:

    • A multi-modal approach combining MRI, fMRI, connectivity, and 3D modeling optimizes intracortical electrode placement.
    • Demonstrated an effective method for identifying feasible grasp network implant locations in paralyzed individuals.
    • This is a critical step towards developing BMI systems for restoring upper limb function in SCI patients.