HetSeq: Identifying Modulators of Cellular Responses Leveraging Intercellular Heterogeneity

Cellular responses to perturbations are highly heterogeneous and depend largely on the initial state of cells. Connecting post-perturbation cells via cellular trajectories to untreated cells (e.g. by leveraging metabolic labeling information) enables exploitation of intercellular heterogeneity as a combined knock-down and overexpression screen to identify pathway modulators, termed Heterogeneity-seq (see 'Berg et al' <doi:10.1101/2024.10.28.620481>). This package contains functions to generate cellular trajectories based on scSLAM-seq (single-cell, thiol-(SH)-linked alkylation of RNA for metabolic labelling sequencing) time courses, functions to identify pathway modulators and to visualize the results.

Getting started

Package details

AuthorKevin Berg [aut, cre], Florian Erhard [aut] (<https://orcid.org/0000-0002-3574-6983>), Lygeri Sakellaridi [aut]
MaintainerKevin Berg <Kevin.Berg@informatik.uni-regensburg.de>
LicenseApache License (>= 2)
Version0.1.0
URL https://github.com/erhard-lab/HetSeq
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HetSeq")

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HetSeq documentation built on April 4, 2025, 2:03 a.m.