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LineagePulse is a differential expression and expression model fitting package tailored to single-cell RNA-seq data (scRNA-seq). LineagePulse accounts for batch effects, drop-out and variable sequencing depth. One can use LineagePulse to perform longitudinal differential expression analysis across pseudotime as a continuous coordinate or between discrete groups of cells (e.g. pre-defined clusters or experimental conditions). Expression model fits can be directly extracted from LineagePulse.
Package details |
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Author | David S Fischer [aut, cre], Fabian Theis [ctb], Nir Yosef [ctb] |
Bioconductor views | CellBasedAssays CellBiology DifferentialExpression GeneExpression ImmunoOncology Sequencing SingleCell Software StatisticalMethod TimeCourse |
Maintainer | David S Fischer <david.fischer@helmholtz-muenchen.de> |
License | Artistic-2.0 |
Version | 1.10.0 |
Package repository | View on Bioconductor |
Installation |
Install the latest version of this package by entering the following in R:
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