Cell Type Deconvolution from Gene Expressions
Estimate the offset terms.
Row-binds Y
with references
and generates pure_samples
.
Deconvolve cell type mixing proportions from gene expression data.
Deconvolve cell type mixing proportions from gene expression data.
Estimate the gene type proportions.
Find marker genes for each cell type.
Determine gamma value by data type.
Determines number of markers n_markers
, marker list mrkrs
, and `ga...
Deconvolving cell types from high-throughput gene profiling data. For more information on dtangle see Hunt et al. (2019) <doi:10.1093/bioinformatics/bty926>.