Packages
914 packages on Bioconductor tagged Spatial or StatisticalMethod or Transcription, most distinct IPs first
Spatial, StatisticalMethod and Transcription in Topics
| Package | Maintainer | Category | Latest version | Distinct IPs a month | Needs |
|---|---|---|---|---|---|
| limma Linear Models for Microarray and Omics DataGordon Smyth | Gordon Smyth | software | 10 Aug 2026 | 45,965 | 6 |
| ggtree an R package for visualization of tree and annotation dataGuangchuang Yu | Guangchuang Yu | software | 29 Oct 2026 | 34,372 | 79 |
| edgeR Empirical Analysis of Digital Gene Expression Data in RYunshun Chen | Yunshun Chen | software | 19 Oct 2026 | 32,392 | 10 |
| DESeq2 Differential gene expression analysis based on the negative binomial distributionMichael Love | Michael Love | software | 28 Apr 2026 | 32,072 | 54 |
| treeio Base Classes and Functions for Phylogenetic Tree Input and OutputGuangchuang Yu | Guangchuang Yu | software | 30 Apr 2026 | 31,966 | 39 |
| clusterProfiler A Universal Enrichment Tool for Interpreting Omics DataGuangchuang Yu | Guangchuang Yu | software | 19 Oct 2026 | 29,661 | 138 |
| GOSemSim GO-terms Semantic Similarity MeasuresGuangchuang Yu | Guangchuang Yu | software | 30 Jun 2026 | 27,495 | 48 |
| graph graph: A package to handle graph data structuresBioconductor Package Maintainer | Bioconductor Package Maintainer | software | 28 Apr 2026 | 25,655 | 7 |
| BiocSingular Singular Value Decomposition for Bioconductor PackagesAaron Lun | Aaron Lun | software | 8 Oct 2026 | 18,880 | 37 |
| BiocNeighbors Nearest Neighbor Detection for Bioconductor PackagesAaron Lun | Aaron Lun | software | 28 Apr 2026 | 16,619 | 24 |
| GSEABase Gene set enrichment data structures and methodsBioconductor Package Maintainer | Bioconductor Package Maintainer | software | 28 Apr 2026 | 13,344 | 46 |
| scater Single-Cell Analysis Toolkit for Gene Expression Data in RAlan O'Callaghan | Alan O'Callaghan | software | 2 Jul 2026 | 12,635 | 78 |
| Rgraphviz Provides plotting capabilities for R graph objectsKasper Daniel Hansen | Kasper Daniel Hansen | software | 28 Apr 2026 | 11,263 | 10 |
| bluster Clustering Algorithms for BioconductorAaron Lun | Aaron Lun | software | 28 Apr 2026 | 10,903 | 44 |
| sva Surrogate Variable AnalysisJeffrey T. Leek | Jeffrey T. Leek | software | 5 May 2026 | 10,804 | 68 |
| SpatialExperiment S4 Class for Spatially Resolved -omics DataDario Righelli | Dario Righelli | software | 28 Apr 2026 | 10,718 | 64 |
| RBGL An interface to the BOOST graph libraryBioconductor Package Maintainer | Bioconductor Package Maintainer | software | 28 Apr 2026 | 10,698 | 9 |
| scran Methods for Single-Cell RNA-Seq Data AnalysisAaron Lun | Aaron Lun | software | 28 Apr 2026 | 10,139 | 62 |
| phyloseq Handling and analysis of high-throughput microbiome census dataPaul J. McMurdie | Paul J. McMurdie | software | 28 Apr 2026 | 8,379 | 66 |
| apeglm Approximate posterior estimation for GLM coefficientsAnqi Zhu | Anqi Zhu | software | 28 Apr 2026 | 7,716 | 36 |
| EnhancedVolcano Publication-ready volcano plots with enhanced colouring and labelingJared Andrews | Jared Andrews | software | 28 Apr 2026 | 7,620 | 25 |
| pcaMethods A collection of PCA methodsHenning Redestig | Henning Redestig | software | 28 Apr 2026 | 7,385 | 10 |
| graphite GRAPH Interaction from pathway Topological EnvironmentGabriele Sales | Gabriele Sales | software | 28 Apr 2026 | 7,012 | 48 |
| glmGamPoi Fit a Gamma-Poisson Generalized Linear ModelConstantin Ahlmann-Eltze | Constantin Ahlmann-Eltze | software | 28 Apr 2026 | 7,000 | 46 |
| KEGGgraph KEGGgraph: A graph approach to KEGG PATHWAY in R and BioconductorJitao David Zhang | Jitao David Zhang | software | 28 Apr 2026 | 6,807 | 14 |
| SingleR Reference-Based Single-Cell RNA-Seq AnnotationAaron Lun | Aaron Lun | software | 10 Sep 2026 | 6,761 | 28 |
| TCGAbiolinks TCGAbiolinks: An R/Bioconductor package for integrative analysis with GDC dataTiago Chedraoui Silva | Tiago Chedraoui Silva | software | 28 Apr 2026 | 6,750 | 103 |
| DirichletMultinomial Dirichlet-Multinomial Mixture Model Machine Learning for Microbiome DataMartin Morgan | Martin Morgan | software | 28 Sep 2026 | 6,490 | 9 |
| tximport Import and summarize transcript-level estimates for transcript- and gene-level analysisMichael Love | Michael Love | software | 28 Apr 2026 | 5,804 | 3 |
| pathview a tool set for pathway based data integration and visualizationWeijun Luo | Weijun Luo | software | 28 Apr 2026 | 5,706 | 50 |