Single-cell Omics
Method Development
Spatial Characterization of Cell Type Proximity in the Developing Mouse Brain
- spatial transcriptomcis
- regression analysis
- neuroscience
Overview
We studied how maternal immune activation reshapes the spatial organization of brain cells during development using large scale MERFISH spatial transcriptomics data covering over 148,000 cells.
Key findings
- Under immune activation, microglia showed a 68.85% increase in proximity to migratory excitatory neurons, while oligodendrocyte precursor cells exhibited a 97% increase, revealing coordinated immune and glial remodeling in the developing brain
- Region specific analysis further uncovered targeted microglial enrichment and oligodendrocyte precursor depletion across multiple brain regions
Key highlights
- Engineered an occurrence matrix to quantify pairwise cell-type proximities and regional enrichments.
- Developed a scalable framework for quantifying spatial cell-cell interactions in complex tissues.
- Identified significant proximity shifts in glial and neuroimmune cell pairs associated with inflammation.