Integrative in situ mapping of single-cell transcriptional states and tissue histopathology in a mouse model of Alzheimer's disease.
Hu ZengJiahao HuangHaowen ZhouWilliam J MeilandtBorislav DejanovicYiming ZhouChristopher J BohlenSeung-Hye LeeJingyi RenAlbert LiuZefang TangZhigang SuoJia LiuMorgan ShengXiao WangPublished in: Nature neuroscience (2023)
Complex diseases are characterized by spatiotemporal cellular and molecular changes that may be difficult to comprehensively capture. However, understanding the spatiotemporal dynamics underlying pathology can shed light on disease mechanisms and progression. Here we introduce STARmap PLUS, a method that combines high-resolution spatial transcriptomics with protein detection in the same tissue section. As proof of principle, we analyze brain tissues of a mouse model of Alzheimer's disease at 8 and 13 months of age. Our approach provides a comprehensive cellular map of disease progression. It reveals a core-shell structure where disease-associated microglia (DAM) closely contact amyloid-β plaques, whereas disease-associated astrocyte-like (DAA-like) cells and oligodendrocyte precursor cells (OPCs) are enriched in the outer shells surrounding the plaque-DAM complex. Hyperphosphorylated tau emerges mainly in excitatory neurons in the CA1 region and correlates with the local enrichment of oligodendrocyte subtypes. The STARmap PLUS method bridges single-cell gene expression profiles with tissue histopathology at subcellular resolution, providing a tool to pinpoint the molecular and cellular changes underlying pathology.
Keyphrases
- single cell
- mouse model
- high resolution
- gene expression
- rna seq
- multiple sclerosis
- cognitive decline
- oxidative stress
- inflammatory response
- induced apoptosis
- resting state
- genome wide
- brain injury
- neuropathic pain
- heat shock
- blood brain barrier
- high density
- quantum dots
- signaling pathway
- white matter
- cell cycle arrest
- copy number
- network analysis
- functional connectivity
- liquid chromatography