Scalable mapping of myelin and neuron density in the human brain with micrometer resolution

Author:

Chang Shuaibin,Varadarajan Divya,Yang Jiarui,Chen Ichun Anderson,Kura Sreekanth,Magnain Caroline,Augustinack Jean C.,Fischl Bruce,Greve Douglas N.,Boas David A.,Wang Hui

Abstract

AbstractOptical coherence tomography (OCT) is an emerging 3D imaging technique that allows quantification of intrinsic optical properties such as scattering coefficient and back-scattering coefficient, and has proved useful in distinguishing delicate microstructures in the human brain. The origins of scattering in brain tissues are contributed by the myelin content, neuron size and density primarily; however, no quantitative relationships between them have been reported, which hampers the use of OCT in fundamental studies of architectonic areas in the human brain and the pathological evaluations of diseases. Here, we built a generalized linear model based on Mie scattering theory that quantitatively links tissue scattering to myelin content and neuron density in the human brain. We report a strong linear relationship between scattering coefficient and the myelin content that is retained across different regions of the brain. Neuronal cell body turns out to be a secondary contribution to the overall scattering. The optical property of OCT provides a label-free solution for quantifying volumetric myelin content and neuron cells in the human brain.

Funder

National Institutes of Health

National Institute for Biomedical Imaging and Bioengineering

National Institute on Aging

National Institute of Mental Health

National Institute for Neurological Disorders and Stroke

NIH Blueprint for Neuroscience Research

Chan Zuckerberg Initiative

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

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