Mapping the wired brain / Axonal connectomics · Human white matter · EM circuits
The Reid lab has launched a new research program to map long-range projection axons through human white matter at the scale of centimeters — something never achieved before. Using post-mortem human tissue, dense antibody staining, tissue expansion, and light-sheet fluorescence microscopy, the lab is characterizing the 3D trajectories and architectural organization of individual myelinated axons across regions of the entire brain.
White matter makes up nearly half the human brain, yet the 3D organization of individual axons has never been directly characterized. Using a histological pipeline optimized for post-mortem human tissue, this work reveals striking regional diversity — from loosely packed meshworks in superficial white matter to tightly packed parallel bundles in the corpus callosum.
These distinct motifs likely reflect local adaptations to spatial constraints, axonal density, and the diversity of sources and targets — offering region-specific solutions to anatomical optimization problems.
View on bioRxiv →Loosely packed axons traveling in many directions, forming an open, interwoven network.
Alternating layers of near-orthogonal axons in a woven, lattice-like structure with periodic spacing.
Densely packed axons running in close parallel, optimized for direct inter-hemispheric transmission.
The pipeline moves from post-mortem brain slabs to tissue punchouts, through expansion clearing, and into a custom ExA-SPIM lightsheet microscope — resolving individual axons at sub-micron voxels across centimeter-scale volumes.
A machine-learning pipeline for assembling axon traces across centimeter-scale serial sections, designed to scale toward whole-human-brain mesoscale connectivity mapping.
View on bioRxiv →Expansion microscopy combined with light-sheet imaging resolves fine-scale cellular features across large volumes of macaque visual cortex, using custom iSPIM microscopes and ~4× expansion protocols.
View on bioRxiv →For many years the Reid lab was at the forefront of large-scale electron microscopy connectomics, producing some of the most complete synaptic-resolution circuit maps ever assembled. This work — now continued by colleagues at the Allen Institute — culminated in the MICrONS cubic millimeter dataset and a suite of papers in Nature in 2025.
High-throughput serial-section EM, co-registered with calcium imaging from the same neurons, produced a functional connectomics map of tens of thousands of neurons spanning primary visual cortex and higher visual areas. Data are freely available.
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