Stitching brain and spinal cord DTI using cross-correlation registration: toward an atlas of spinal tracts.
Corentin Dauleac, Amine Boukhari, Timothée Jacquesson, Guillaume Criton, François Cotton, Carole Frindel
Abstract
Open AccessBACKGROUND: Robust and continuous in vivo differentiation of spinal tracts along the brain-spinal cord axis is limited. We stitched brain and spinal cord diffusion tensor imaging (DTI) to create continuity between the brain and cervical spinal cord, enabling tractography along the central nervous system, producing an atlas of the spinal cord white matter. MATERIALS AND METHODS: This prospective pilot study included four healthy subjects. Brain and cervical spinal cord 3-T DTI acquisitions were performed. Distortions were corrected using the Functional magnetic resonance imaging of the brain Software Library (FSL) software package. A semiautomatic stitching process was achieved using cross-correlation. Once the highest correlation peak was identified, rigid registration allowed accurate image alignment and fusion. Regions of interest were drawn in the brainstem according to atlas-guided projection tracts. Fiber tracking was performed using a deterministic approach with Diffusion Spectrum Imaging (DSI) Studio. RESULTS: The median fiber length from stitched-image tractography (192 mm) was significantly greater than that from both the brain (111.5 mm) and spinal cord (115 mm) fields of view. The white matter fiber atlas described: the corticospinal tract in the medial part of the lateral funiculus; the rubrospinal tract in the lateral funiculus, overlapped with the corticospinal tract; the gracilis and cuneatus tracts in the dorsal columns; the spinothalamic tract in the ventrolateral part of the spinal cord, around the ventral horn; and the spinocerebellar tracts overlapping them, in the lateral funiculus. CONCLUSION: Stitching brain and spinal cord DTI fields of view provided an in vivo spinal cord white matter atlas in humans. RELEVANCE STATEMENT: This study provides a detailed and individualized mapping of spinal tracts, serving as a potential tool for neurosurgical planning, particularly in procedures involving intramedullary tumors. It also may enhance the accuracy of prognostic assessments in patients with spinal cord injury, multiple sclerosis, or degenerative myelopathy. KEY POINTS: Brain and spinal cord diffusion tensor imaging scans were stitched to map spinal tracts across the central nervous system, enabling detailed three-dimensional imaging of spinal cord pathways. The resulting images showed precise locations of spinal tracts, producing an in vivo atlas of the spinal cord white matter. This tool may help surgeons plan safer operations and better predict outcomes in spinal cord disorders.