Sergushichev Lab

Projects

Software tools and resources developed by our lab for computational biology, gene expression analysis, and metabolic network modeling.

FGSEA
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FGSEA

Fast gene set enrichment analysis. Implements algorithms that allow more permutations and finer-grained p-values, enabling accurate standard approaches to multiple hypothesis correction.

alserglab/fgsea
Phantasus
Phantasus

A web tool for visual and interactive gene expression analysis. Integrates an interactive heatmap interface with Bioconductor analysis tools and provides access to >96,000 public datasets.

alserglab/phantasus
CORESH
CORESH

A gene signature-based search engine for public gene expression datasets. Ranks GEO datasets by the level of coregulation of a given gene signature, indexing over 42,000 mouse and 44,000 human datasets.

alserglab/coresh

More

Shiny GATOM
Shiny GATOM

A web service for omics-based identification of regulated metabolic modules in atom transition networks. Supports transcriptional and metabolomic data input, including lipidomics analysis.

ctlab/shinyGatom
phantasusLite
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phantasusLite

A lightweight R package providing helper functions from Phantasus. Offers an interface to precomputed RNA-seq gene counts from ARCHS4 and DEE2 projects, loading GEO data via GSE identifiers.

alserglab/phantasusLite
mascarade
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mascarade

An R package for automatically generating 2D masks for scRNA-seq clusters on t-SNE or UMAP plots. Integrates with Seurat workflows.

alserglab/mascarade
GAMclust
GAMclust

GAM-clustering identifies transcriptionally regulated metabolic modules from RNA-seq data. Works with bulk, single-cell, and spatial RNA-seq.

alserglab/GAMclust
mwcsr
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mwcsr

An R package for solving maximum-weight connected subgraph problems and variants. Includes relax-and-cut, simulated annealing, and exact Virgo solvers.

ctlab/mwcsr
mcmcRanking
mcmcRanking

An R package for estimating vertex probabilities in active modules using MCMC methods. Ranks vertices by importance for active network module identification.

ctlab/mcmcRanking