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v2.5.0
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Highlights
Streamlined code-base – major internal refactor for clarity, speed and a ~20 % smaller dependency tree.
Consistent, flexible visualisation API across all plotting helpers.
Robust unit-test suite (>250 expectations) now ships with the package.
New & enhanced functionality
Area
Function(s)
What changed
Visualisation
ridgeEnrichment()
True gradient coloring mode for numeric color.by; optional per-cell rugs; quantile median line; fixed grey-fill bug
densityEnrichment()
accepts new rug.height; ~4× faster ranking routine using MatrixGenerics::rowMeans2; cleaner two-panel layout via patchwork
gseaEnrichment()
new rug.height; clearer legend showing ES/NES/ p ; internal vectorised ES calculation
splitEnrichment()
rewritten: split violins when split.by has 2 levels, dodged violins otherwise; inline boxplots; auto Z-scaling; palette helper
scatterEnrichment()
density-aware points (via ggpointdensity ), hex-bin alternative, optional Pearson/Spearman overlay, continuous or discrete color mapping
Dimensionality reduction
performPCA() / pcaEnrichment()
uses irlba::prcomp_irlba() automatically for large matrices; stores eigen-values/contribution in misc; add.percent.contribution now always respected
Scoring backend
escape.matrix() / .compute_enrichment()
lazy loading of heavy back-ends (GSVA , UCell , AUCell ); unified .build_gsva_param(); drops empty gene-sets up-front
Normalization
performNormalization()
chunk-wise expressed-gene scaling (memory-friendly); accepts external scale.factor; optional signed log-transform; returns object with assay <assay>_normalized
Gene-set retrieval
getGeneSets()
downloads now cached under tools::R_user_dir("escape", "cache"); graceful KEGG append; clearer error for non-human/mouse requests
Performance & dependency reductions
Replaced plyr , stringr , rlang usage with base-R helpers; these packages
are now Suggests only.
Common color and label utilities (.colorizer(), .colorby(), .orderFunction())
removed redundant tidyverse imports.
Internal matrices split/chunked with new .split_* helpers to cap memory
during parallel scoring/normalization.
Bug fixes
Gradient mode in ridgeEnrichment() no longer produces grey fills when the
chosen gene-set is mapped to color.by.
pcaEnrichment() axis labels correctly include variance contribution
when display.factors = FALSE.
.grabDimRed() handles both Seurat v5 and <v5 slot structures; fixes missing
eigen-values for SCE objects.
escape.matrix() respects min.size = NULL (no filtering) and handles
zero-overlap gene-sets gracefully.
Global variable declarations consolidated – eliminates R CMD check NOTES
regarding na.omit, value, etc.
Documentation
DESCRIPTION rewritten – heavy packages moved to Suggests ; added explicit
Config/reticulate for BiocParallel.
escape.gene.sets data object now fully documented with source, usage, and reference.
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