Molecular basis of diffusion MRI in human hippocampus revealed by ultrahigh resolution diffusion at 14.1 Tesla and spatial transcriptome

Motivation: The biological mechanisms underlying diffusion MRI (dMRI) phenotypes remain unclear, limiting their clinical applications. Goal(s): This study aims to explore the molecular basis of dMRI phenotypes from both genetic and cellular perspectives. Approach: High-resolution ex-vivo human hippocampal MRI scans at 14.1T, combined with spatial transcriptome and single-nucleus RNA sequencing data from the same subjects, were analyzed using voxel-wise Spearman correlation and Gene Ontology (GO) enrichment analysis. Results: The study found that isotropic diffusivity metrics were related to synapses and neurons, while anisotropic metrics were associated with myelin sheath, ribosomes and oligodendrocytes, providing support for the clinical applications of dMRI biomarkers. Impact: This study combined dMRI data with transcriptomic data, and revealed the molecular basis of dMRI phenotypes from a microscale perspective. This paradigm could be extended to other imaging modalities and applications in clinical disorders.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/0147
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Molecular basis of diffusion MRI in human hippocampus revealed by ultrahigh resolution diffusion at 14.1 Tesla and spatial transcriptome

Yao Shen, Zuozhen Cao, Zhiyong Zhao, Jing Zhang et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Advanced Neuroimaging Techniques and Applications
article

Molecular basis of diffusion MRI in human hippocampus revealed by ultrahigh resolution diffusion at 14.1 Tesla and spatial transcriptome

Yao Shen, Zuozhen Cao, Zhiyong Zhao, Jing Zhang, Qinfeng Zhu, Dan Wu, Pan Wang
article en

Abstract

Motivation: The biological mechanisms underlying diffusion MRI (dMRI) phenotypes remain unclear, limiting their clinical applications. Goal(s): This study aims to explore the molecular basis of dMRI phenotypes from both genetic and cellular perspectives. Approach: High-resolution ex-vivo human hippocampal MRI scans at 14.1T, combined with spatial transcriptome and single-nucleus RNA sequencing data from the same subjects, were analyzed using voxel-wise Spearman correlation and Gene Ontology (GO) enrichment analysis. Results: The study found that isotropic diffusivity metrics were related to synapses and neurons, while anisotropic metrics were associated with myelin sheath, ribosomes and oligodendrocytes, providing support for the clinical applications of dMRI biomarkers. Impact: This study combined dMRI data with transcriptomic data, and revealed the molecular basis of dMRI phenotypes from a microscale perspective. This paradigm could be extended to other imaging modalities and applications in clinical disorders.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 63%
Advanced Neuroimaging Techniques and Applications
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Molecular basis of diffusion MRI in human hippocampus revealed by ultrahigh resolution diffusion at 14.1 Tesla and spatial transcriptome — Yao Shen, Zuozhen Cao, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2025) | TGRS Research Map | TGRS