Frontiers in BioinformaticsNeurosciencePeer-reviewed journal article
Spatial transcriptomics reveals heterogeneous cell-cell interactions among brain regions in a cuprizone model consistent with multiple sclerosis lesions
Hui‐Hsin TsaiiD, Sarbottam PiyaiD, Jing WangiD, Jing ZhuiD, Wenxing HuiD, Andrew R. GehrkeiD, Shaolong CaoiD, Amanda J. GuiseiD, Su Jing ChaniD, Mark J. SheehaniD, Jenhwa Chu, Zhengyu Ouyang, Matthew M. Ryals, Michelle LeeiD, Wanli Wang, Edward Zhao, Patrick F. Cullen, Ravi Challa, Eric Marshall, Wanyong Zeng, Yea Jin Kaeser‐Woo, Chris EhrenfelsiD, Luke JandreskiiD, Helen McLaughlin, Thomas M. CarlileiD, , Baohong ZhangiD
Abstract
The cuprizone (CPZ) model is widely used for modeling demyelination in multiple sclerosis (MS) and for testing potential remyelination therapies. We integrated single-cell and spatial transcriptomics (ST) to fine map the spatial cellular and molecular responses during de and remyelination. ST revealed global demyelination and neuroinflammation in the brain beyond the corpus callosum, with region-specific differences. We identified oligodendroglia and microglia as two major cell types with significant transcriptomic changes in the model. Ligand receptor pairing analyses predicted growth factor and phagocytic pathway enrichment during demyelination, which is consistent with changes in MS lesions. During remyelination, while mature oligodendrocytes nearly reversed their phenotype back to the control state, microglia remained associated with the demyelination phenotype. Finally, astrocytes in the CPZ model had the greatest preservation of disease-associated modules to MS lesions, while the MOL, OPC, and microglia showed moderate to low preservation, which overall suggested that the CPZ model had moderate translatability to chronically active MS lesions.
- organism: mouse
- assay: spatial transcriptomics
- research focus: cell-cell communication
- approach: statistical model
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- top 43%
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