Automated Deconvolution Augmentation of Profiles for Tissue Specific Cells

Tools to construct (or add to) cell-type signature matrices using flow sorted or single cell samples and deconvolve bulk gene expression data. Useful for assessing the quality of single cell RNAseq experiments, estimating the accuracy of signature matrices, and determining cell-type spillover. Please cite: Danziger SA et al. (2019) ADAPTS: Automated Deconvolution Augmentation of Profiles for Tissue Specific cells .


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install.packages("ADAPTS")

1.0.6 by Samuel A Danziger, 12 days ago


Browse source code at https://github.com/cran/ADAPTS


Authors: Samuel A Danziger


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports missForest, e1071, WGCNA, ComICS, pheatmap, doParallel, quantmod, preprocessCore, pcaMethods, foreach, nnls, ranger

Suggests R.rsp, DeconRNASeq


See at CRAN