/cerebellum-atlas-analysis

Code and scripts used in analysis of snRNAseq cerebellar cortex atlas

Primary LanguageHTML

cerebellum-atlas-analysis

Code and scripts used in the analysis of a comprehensive snRNAseq mouse cerebellar cortex atlas, as described in our recent publication.

Example scripts used for clustering and cell type annotation are available in annotation.

Figures

Markdown files to reproduce the main figures are available in main_figures and below:

Figure 1: Cerebellar cell type annotation

Figure 2: Characterization of spatial variation

Figure 3: Cross-cluster continuity of neuronal populations

Figure 4: Characterization of MLI2 cells

Figure 4: Development of MLI2 cells

Some custom functions for Seurat/LIGER object manipulation and analysis (not yet available in LIGER) are included in cb_custom_functions.R and src.

Data

Processed count matrices can be downloaded from GEO and Single Cell Portal. Additional metadata and smFISH data are available in data. Original individual cell type analysis objects (Seurat/LIGER) can be made available upon request; UMAP and t-SNE coordinates corresponding to many individual analysis objects are available in data.

First round annotations for all recovered nuclei profiles (780,553 + 11,812 FACS sorted putative Purkinje profiles) are available in data/full_cb_metadata.csv.