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Related Experiment Video

Updated: Jul 9, 2026

Whole-Brain Single-Cell Imaging and Analysis of Intact Neonatal Mouse Brains Using MRI, Tissue Clearing, and Light-Sheet Microscopy
08:49

Whole-Brain Single-Cell Imaging and Analysis of Intact Neonatal Mouse Brains Using MRI, Tissue Clearing, and Light-Sheet Microscopy

Published on: August 1, 2022

High-resolution mri guided whole mouse brain neuronal cell type atlas using deep learning.

Xinyue Han1, Rui Hu1, Zhuoheng Liu1

  • 1Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, USA.

Communications Biology
|July 7, 2026
PubMed
Summary

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Researchers created a new method combining diffusion magnetic resonance imaging (dMRI) and advanced microscopy to map brain cell types. This approach generates a high-resolution whole-brain atlas, revealing neuronal cell types with unprecedented detail.

Area of Science:

  • Neuroscience
  • Biomedical Imaging
  • Computational Biology

Background:

  • Cell types are fundamental units of brain structure and function.
  • Current atlases using single-cell sequencing lack whole-brain resolution.
  • Diffusion magnetic resonance imaging (dMRI) provides macroscale brain architecture insights.

Purpose of the Study:

  • To explore the potential of dMRI in predicting brain cell types.
  • To develop a multimodal framework integrating dMRI and microscopy for cell type mapping.
  • To generate a high-resolution whole-brain neuronal cell type atlas.

Main Methods:

  • Integrated high-resolution dMRI with 3D light-sheet microscopy of adult mouse brains.
  • Utilized registration to the Allen Mouse Brain Common Coordinate Framework.

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Large-scale Three-dimensional Imaging of Cellular Organization in the Mouse Neocortex
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Large-scale Three-dimensional Imaging of Cellular Organization in the Mouse Neocortex

Published on: September 5, 2018

Related Experiment Videos

Last Updated: Jul 9, 2026

Whole-Brain Single-Cell Imaging and Analysis of Intact Neonatal Mouse Brains Using MRI, Tissue Clearing, and Light-Sheet Microscopy
08:49

Whole-Brain Single-Cell Imaging and Analysis of Intact Neonatal Mouse Brains Using MRI, Tissue Clearing, and Light-Sheet Microscopy

Published on: August 1, 2022

Micron-scale Resolution Optical Tomography of Entire Mouse Brains with Confocal Light Sheet Microscopy
09:49

Micron-scale Resolution Optical Tomography of Entire Mouse Brains with Confocal Light Sheet Microscopy

Published on: October 8, 2013

Large-scale Three-dimensional Imaging of Cellular Organization in the Mouse Neocortex
09:55

Large-scale Three-dimensional Imaging of Cellular Organization in the Mouse Neocortex

Published on: September 5, 2018

  • Employed deep learning to correlate dMRI metrics with spatial transcriptomics-derived cell types.

    • Main Results:

    • Established correlations between dMRI data and spatially mapped cell types.
    • Generated a whole-brain neuronal cell type atlas at 10 µm isotropic resolution.
    • Demonstrated the feasibility of predicting cell types using dMRI.

    Conclusions:

    • The multimodal framework enables efficient, high-resolution brain cell type atlas generation.
    • Advanced imaging techniques like dMRI hold significant potential for understanding brain cellular mechanisms.
    • This work provides a novel strategy for mapping neuronal diversity across the entire brain.