Human memory CD4+ T-cells recognize Mycobacterium tuberculosis-infected macrophages amid broader pathogen-specific responses.
The script consists of the followings parts:
- Preparing the session
- Loading data sets and transforming them into Seurat objects
- Adjusting the meta.data structure
- Adding cell barcodes to TCR read tables
- Quantify percentages of mitochondrial, ribosomal, TCR genes
- Quality control: removal low quality cells
- Cell cycle scoring
- Combining scRNA- and scTCR-seq data data
- Labeling of clonally expanded cells
- Merging samples
- Variance stabilization
- Cell clustering
- Quality control: removal of monocytic contamination
- Gene expression analysis
- Assessment of clonal expansion
- Single-cell trajectory analysis
- Mapping CDR3 motifs on the UMAP
- Differential gene expression analysis
- Biological theme comparison/Reactome pathway overrepresentation analysis
- Cell-cell communication analysis