Identification of Somatic Mutation-Driven Immune Cells
A large list of 24 immune cells type-specific gene signatures from Bin...
maf2matrix
mutcellsummary
mutcorcell
A data.frame of 24 immune cells name from Bindea et al
A data.frame of 64 immune cells name from xCell method
exp2cell
gene2cellsummary
Get the example data
heatmapcell
plotCoocMutex
plotwaterfall
Identification of somatic mutation-driven immune cells
survcell
A computing tool is developed to automated identify somatic mutation-driven immune cells. The operation modes including: i) inferring the relative abundance matrix of tumor-infiltrating immune cells and integrating it with a particular gene mutation status, ii) detecting differential immune cells with respect to the gene mutation status and converting the abundance matrix of significant differential immune cell into two binary matrices (one for up-regulated and one for down-regulated), iii) identifying somatic mutation-driven immune cells by comparing the gene mutation status with each immune cell in the binary matrices across all samples, and iv) visualization of immune cell abundance of samples in different mutation status..