Publications · 2022 · Journal article

A populational connection distribution map for the whole brain white matter reveals ordered cortical wiring in the space of white matter

Dongha Lee, Hae-Jeong Park

NeuroImage 254, 119167

Abstract

The white matter in the brain is composed of neural fibers that wire the cortical and subcortical brain systems. Considering the complexity in terms of interconnections of many neural populations within the narrow space surrounded by the folding walls of the gray matter, the brain requires a certain way of structured wiring. To explore the three-dimensional organization of wiring in an accessible manner, we focused on voxel-level wiring patterns in the white matter according to cortical distributions in which each voxel mediates the wiring. We constructed a voxel-wise connection distribution map from the whole white matter voxels to 360 cortical regions using probabilistic tractography of the 100 diffusion imaging data in the Human Connectome Project. We then explored the spatial organization of the fiber bundles at the white matter voxels in terms of the maximal and second maximal cortical connection labels and the local gradient and entropy of cortical connection density using the population connection distribution map. We presented dominant cortical connection labels, local gradient, and connection entropy for the most representative white matter regions, including the internal capsule, external capsule, corpus callosum, cingulum bundle, and uncinate fascicles, most of which were introduced in the current study. Those major tracts showed a gradient organization of connection distributions for individual voxels. This organized pattern, as reflected in the whole brain connection distribution map, could be established to optimize wiring in the entire brain within the physical space of the white matter.

Korean summary

뇌 백질을 이루는 신경섬유가 좁은 공간 안에서 어떤 질서를 갖고 배선되어 있는지를 복셀 단위로 탐색한 연구입니다. 인간 커넥톰 프로젝트의 확산영상 100명분에 확률적 신경섬유 추적을 적용해 백질의 모든 복셀이 수백 개의 대뇌피질 영역 중 어디와 연결되는지를 나타내는 집단 수준의 연결 분포 지도를 만들었습니다. 이 지도로 각 복셀에서 가장 우세한 피질 연결 표지, 국소 기울기, 연결 엔트로피를 계산해 내포, 외포, 뇌량, 대상다발, 구상다발 등 주요 신경로의 3차원 배선 구조를 기술했습니다. 주요 신경로들은 복셀별 연결 분포가 점진적으로 변하는 기울기 조직을 보였고, 이는 뇌가 제한된 백질 공간 안에서 전체 배선을 최적화하는 방식으로 정렬되어 있음을 시사합니다.

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