Abstract
Connectivity-based parcellation using diffusion MRI has been extensively used to parcellate subcortical areas and the association cortex. Connectivity profiles are vital for connectivity-based parcellation. Two categories of connectivity profiles are generally utilized, including global connectivity profiles, in which the connectivity information is from the seed to the whole brain, and long connectivity profiles, in which the connectivity information is from the seed to other brain regions after excluding the seed. However, whether global or long connectivity profiles should be applied in parcellating the primary cortex utilizing connectivity-based parcellation is unclear. Many sources of evidence have indicated that the primary cerebral cortices are composed of structurally and functionally distinct subregions. Because the primary cerebral cortices are rich in local anatomic hierarchical connections and possess high degree of local functional connectivity profiles, we proposed that local connectivity profiles, that is the connectivity information within a seed region of interest, might be used for parcellating the primary cerebral cortices. In this study, the global, long, and local connectivity profiles were separately used to parcellate the bilateral M1, A1, S1, and V1. We found that results using the three profiles were all quite consistent with reported cytoarchitectonic evidence. More importantly, the results using local connectivity profiles showed less inter-subject variability than the results using the other two, a finding which suggests that local connectivity profiles are superior to global and long connectivity profiles for parcellating the primary cerebral cortices. This also implies that, depending on the characteristics of specific areas of the cerebral cortex, different connectivity profiles may need to be adopted to parcellate different areas.
Highlights
Exploring the structural and functional organization of the brain is one of the most prominent research endeavors in neuroscience
The parcellation of the V1 was performed to ensure the completeness of our work on the parcellation of the primary cerebral cortices and was used later in the validation of the stability of the local connectivity profiles
We proposed that local connectivity profiles might be advantageous for parcellating the primary cerebral cortices (M1, S1, A1, and V1)
Summary
Exploring the structural and functional organization of the brain is one of the most prominent research endeavors in neuroscience. The S1 was divided cytoarchitectonically into four areas, 3a, 3b, 1, and 2 (Schönwiesner et al, 2002), and the A1 was segregated into two areas (Galaburda and Sanides, 1980) or three areas (Morosan et al, 2001; Upadhyay et al, 2007). These studies provide evidence that the primary cerebral cortices are composed of structurally and functionally distinct subregions
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