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

被引:13
作者
Chang, Shuaibin [2 ]
Varadarajan, Divya [3 ]
Yang, Jiarui [1 ]
Chen, Ichun Anderson [1 ]
Kura, Sreekanth [1 ]
Magnain, Caroline [3 ]
Augustinack, Jean C. [3 ]
Fischl, Bruce [3 ]
Greve, Douglas N. [3 ]
Boas, David A. [1 ,2 ]
Wang, Hui [3 ]
机构
[1] Boston Univ, Dept Biomed Engn, 44 Cummington Mall, Boston, MA 02215 USA
[2] Boston Univ, Dept Elect & Comp Engn, 8 St Marys St, Boston, MA 02215 USA
[3] Massachusetts Gen Hosp, Dept Radiol, AA Martinos Ctr Biomed Imaging, 13th St, Boston, MA 02129 USA
关键词
OPTICAL COHERENCE TOMOGRAPHY; CEREBRAL-CORTEX; MICROSCOPY; SCATTERING; TISSUE; SCHIZOPHRENIA; PATHOLOGY;
D O I
10.1038/s41598-021-04093-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Optical 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.
引用
收藏
页数:11
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